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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2022.852902</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Finding Correlations Between mRNA and Protein Levels in <italic>Leishmania</italic> Development: Is There a Discrepancy?</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cortazzo da Silva</surname>
<given-names>Leonardo</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1388441"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aoki</surname>
<given-names>Juliana Ide</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/501580"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Floeter-Winter</surname>
<given-names>Lucile Maria</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/436035"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Laborat&#xf3;rio de Fisiologia de Tripanossomat&#xed;deos, Departamento de Fisiologia, Instituto de Bioci&#xea;ncias, Universidade de S&#xe3;o Paulo</institution>, <addr-line>Sao Paulo</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Luiz Tosi, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jose M. Requena, Autonomous University of Madrid, Spain; Elton J. R. Vasconcelos, University of Leeds, United Kingdom; Osvaldo Pompilio De Melo Neto, Oswaldo Cruz Foundation (Fiocruz), Brazil</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Lucile Maria Floeter-Winter, <email xlink:href="mailto:lucile@ib.usp.br">lucile@ib.usp.br</email> </p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Parasite and Host, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>852902</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Cortazzo da Silva, Aoki and Floeter-Winter</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Cortazzo da Silva, Aoki and Floeter-Winter</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Multiple genes and proteins have been identified as differentially expressed in the stages of the&#xa0;<italic>Leishmania</italic>&#xa0;life cycle. The differentiation processes are implicated in specific transcriptional and proteomic adjustments driven by gene expression regulation mechanisms. <italic>Leishmania</italic> parasites lack gene-specific transcriptional control, and gene expression regulation mostly depends on posttranscriptional mechanisms. Due to the lack of transcriptional regulation, criticism regarding the relevance of transcript quantification as a possible and efficient prediction of protein levels is recurrent in studies that use transcriptomic information. The advent of high-throughput technologies has improved the analysis of genomes, transcriptomes and proteomes for different organisms under several conditions. Nevertheless, defining the correlation between transcriptional and proteomic profiles requires arduous and expensive work and remains a challenge in <italic>Leishmania</italic>. In this review, we analyze transcriptomic and proteomic data for several <italic>Leishmania</italic> species in two different stages of the parasite life cycle: metacyclogenesis and amastigogenesis (amastigote differentiation). We found a correlation between mRNA and protein levels of 60.9% and 69.8% for metacyclogenesis and amastigogenesis, respectively; showing that majority mRNA and protein levels increase or decrease concomitantly. Among the analyzed genes that did not present correlation indicate that transcriptomic data should be carefully interpreted as protein expression. We also discuss possible explanations and mechanisms involved for this lack of correlation.</p>
</abstract>
<kwd-group>
<kwd>metacyclogenesis</kwd>
<kwd>amastigote differentiation</kwd>
<kwd>life cycle</kwd>
<kwd>gene expression</kwd>
<kwd>transcriptome</kwd>
<kwd>proteome</kwd>
</kwd-group>
<contract-num rid="cn001">#2017/23696-1, #2021/04422-3 , #2018/23512-0</contract-num>
<contract-sponsor id="cn001">Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado de S&#xe3;o Paulo<named-content content-type="fundref-id">10.13039/501100001807</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="111"/>
<page-count count="16"/>
<word-count count="8445"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The central dogma of biology, as described by Francis Crick (<xref ref-type="bibr" rid="B32">Crick, 1970</xref>), provided a solid comprehension of the genetic flow followed by most cells, despite its limitations. The idea that genetic information flows from DNA to RNA molecules <italic>via</italic> transcription and from RNA to proteins <italic>via</italic> translation is still being vastly explored in molecular biology practices (<xref ref-type="bibr" rid="B68">Li and Xie, 2011</xref>; <xref ref-type="bibr" rid="B67">Liu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B96">Schneider-Poetsch and Yoshida, 2018</xref>). The latest advances in genomics, transcriptomics and proteomics have enabled assessing levels of gene and protein expression in cells under different conditions (<xref ref-type="bibr" rid="B58">Kim et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B109">Zhang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B97">Segundo-Val and Sanz-Lozano, 2016</xref>; <xref ref-type="bibr" rid="B12">Aslam et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Hung and Weng, 2017</xref>). Considering that several mechanisms are involved in transcription and translation regulation, inferences can be made to extrapolate one type of data to predict the other, even though there is no trivial relationship between levels of transcripts and proteins (<xref ref-type="bibr" rid="B54">Jansen et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B43">Greenbaum et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B34">De Sousa Abreu et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B21">Buccitelli and Selbach, 2020</xref>).</p>    <p>In most eukaryotes, known regulatory mechanisms present monocistronic mRNAs with transcription regulated by individual promoters, enhancers and transcription factors (<xref ref-type="bibr" rid="B31">Cramer, 2019</xref>) resulting in highly regulated RNA production. Some of these mechanisms, however, are not present in trypanosomatids such as <italic>Leishmania</italic>, which exclusively utilizes posttranscriptional regulation (<xref ref-type="bibr" rid="B70">Mart&#xed;nez-Calvillo et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B53">Ivens et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B25">Clayton, 2016</xref>; <xref ref-type="bibr" rid="B33">De Pablos et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B26">Clayton, 2019</xref>). The absence of gene-specific transcription regulation raises questions about the relevance of quantifying mRNA in these organisms: How could the quantification of mRNA provide insight on the orchestration of the phenotype in different scenarios? What could be the relevance of measuring mRNA levels in these organisms? How is mRNA information relevant for overall expression analysis?</p>
<p>
<italic>Leishmania</italic> is a protozoan parasite and causative agent of leishmaniases, a group of diseases characterized by cutaneous, mucocutaneous or visceral lesions. Leishmaniases is caused by at least 20 species of the <italic>Leishmania</italic> genus, affecting approximately 0.7 to 1 million people every year in nearly 100 endemic countries (<xref ref-type="bibr" rid="B23">Burza et&#xa0;al., 2018</xref>). According to the World Health Organization (WHO), leishmaniases are emerging tropical neglected diseases for which new treatments should be prioritized (<xref ref-type="bibr" rid="B23">Burza et&#xa0;al., 2018</xref>).</p>
<p>The parasite presents two different life forms: the promastigote and the amastigote (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Drastic changes in pH, temperature and nutrient availability are related to differentiation (<xref ref-type="bibr" rid="B44">Gupta et&#xa0;al., 2001</xref>); these changes challenge the parasite&#x2019;s ability to adapt under a lack of regulation at the transcriptional level. The promastigote forms present a motile elongated body with an apparent flagellum, live and multiply within the digestive tract of sandflies (25&#xb0;C and pH ~7.0) in a microenvironment containing insect gut nutrients, digestive enzymes associated with its microbiota and saliva components (<xref ref-type="bibr" rid="B55">Kamhawi, 2006</xref>; <xref ref-type="bibr" rid="B36">Dost&#xe1;lov&#xe1; and Volf, 2012</xref>). In this environment, the promastigote undergoes a series of morphological changes that culminate in differentiation into metacyclic forms, which are the infectious and nonreplicative stage. This process includes the differentiation of procyclic promastigotes into nectomonad promastigotes, leptomonad promastigotes and metacyclic promastigotes (<xref ref-type="bibr" rid="B94">Sacks and Perkins, 1984</xref>; <xref ref-type="bibr" rid="B18">Bates and Tetley, 1993</xref>; <xref ref-type="bibr" rid="B99">Serafim et&#xa0;al., 2012</xref>). Metacyclic promastigotes are defined as highly infective, rapidly swimming, nonproliferative and present a long flagellum that allows motility to infect a mammalian host (<xref ref-type="bibr" rid="B94">Sacks and Perkins, 1984</xref>). Metacyclic promastigotes infect the host during the sandfly blood meal and differentiate into amastigotes once inside host cells. Additionally, new insight into parasite development have been described and have led to a revised <italic>Leishmania</italic> life cycle (<xref ref-type="bibr" rid="B17">Bates, 2018</xref>). Furthermore, metacyclic promastigote forms are able to dedifferentiate in the sandfly, enhancing parasite population growth through a second blood meal and providing a greater disease transmission potential (<xref ref-type="bibr" rid="B98">Serafim et&#xa0;al., 2018</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<italic>Leishmania</italic> life cycle in mammalian and insect hosts. The differentiation processes involve drastic changes in pH, temperature, and nutrient availability, challenging the parasite&#x2019;s ability to orchestrate its gene expression accordingly. Metacyclogenesis is essentially represented in the right portion of the figure, comprising the differentiation from procyclic into nectomonad and then into leptomonad and metacyclic forms inside the sandfly digestive tract. Amastigogenesis is represented in the left portion of the figure, comprising the differentiation from metacyclic promastigote to amastigote forms inside the mammalian host macrophage. N, Macrophage Nucleus; PV, Parasitophorous Vacuole.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-852902-g001.tif"/>
</fig>
<p>Once inside mammalian host cells, metacyclic promastigotes differentiate into amastigotes. The amastigote stage of <italic>Leishmania</italic> displays a rounded cell body with a nonapparent flagellum (<xref ref-type="bibr" rid="B50">Howells and Gardener, 1972</xref>; <xref ref-type="bibr" rid="B42">Gardener et&#xa0;al., 1973</xref>; <xref ref-type="bibr" rid="B47">Hentzer and Kobayasi, 1977</xref>). These life forms live and multiply inside the host phagocytic compartment (36&#xb0;C and pH ~5.0).</p>
<p>The advent of high-throughput technologies has improved the analysis of genomes, transcriptomes and proteomes; however, establishing a correlation among these profiles is still a challenge. Most studies focus individually on mRNA or protein expression, as performing both can be time-consuming, expensive and demands trained personnel. Despite that, it is worth noting that general trends in groups of genes observed in transcriptomes or proteomes are not predictive of individual gene or protein expression. Therefore, the present review aims to discuss the correlation between mRNA and protein levels in the <italic>Leishmania</italic> life cycle, mainly with regard to metacyclogenesis and amastigote differentiation.</p>
<sec id="s1_1">
<title>mRNA <italic>Versus</italic> Protein Studies in <italic>Leishmania</italic>
</title>
<p>To understand the extent of <italic>Leishmania</italic> mRNA and protein studies, we conducted a simple search in PubMed using the keywords &#x201c;mRNA&#x201d;, &#x201c;transcriptome&#x201d;, &#x201c;transcriptomic&#x201d;, &#x201c;protein&#x201d;, &#x201c;proteome&#x201d;, &#x201c;proteomic&#x201d;, &#x201c;leishmania&#x201d; and the Boolean operator &#x201c;AND&#x201d;. Considering that transcriptomic is defined as a methodology to study transcriptome which is a set of mRNAs; and it is complementary to proteomic that is defined as a methodology to study proteome which is a set of proteins, we encompassed the number of publications up to December 2021 using these terminologies (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Graph showing the number of publications retrieved in PubMed using the terms &#x201c;mRNA AND leishmania&#x201d; (light blue bars), &#x201c;protein AND leishmania&#x201d; (red bars), &#x201c;transcriptome AND leishmania&#x201d; (dark blue bars), &#x201c;proteome AND leishmania&#x201d; (pink bars), &#x201c;transcriptomic AND leishmania&#x201d; (gray bars), and &#x201c;proteomic AND leishmania&#x201d; (purple bars). The searches were conducted up to December 2021.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-852902-g002.tif"/>
</fig>
<p>A significant difference between the Boolean pairs was identified: 1,095 publications for &#x201c;mRNA AND leishmania&#x201d; <italic>versus</italic> 13,032 publications for &#x201c;protein AND leishmania&#x201d;, indicating an order of magnitude in favor of protein researches. The advent of new sequencing technologies starting in early 2000&#xb4;s has generated studies on a large scale and the discrepancy decreased significantly, showing 213 publications for &#x201c;transcriptome AND leishmania&#x201d; <italic>versus</italic> 474 publications for &#x201c;proteome AND leishmania&#x201d;, and 136 publications for &#x201c;transcriptomic AND leishmania&#x201d; <italic>versus</italic> 137 publications for &#x201c;proteomic AND leishmania&#x201d; (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Based on these findings, the question that we are approaching in this review remains open: how relevant is to quantify mRNA or protein, individually, to provide a phenotype pattern?</p>
</sec>
<sec id="s1_2">
<title>Transcription and mRNA Processing in <italic>Leishmania</italic>
</title>
<p>Protein-coding genes in the <italic>Leishmania</italic> genome are organized into long polycistronic units containing multiple open reading frames, as observed in chromosome 1 (containing 29 and 50 genes in each of the two polycistronic units) and chromosome 3 (containing 69 and 30 genes in each of the two polycistronic units) (<xref ref-type="bibr" rid="B80">Myler et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B70">Mart&#xed;nez-Calvillo et&#xa0;al., 2004</xref>). These units can be up to 100,000 bases long and have no introns. (<xref ref-type="bibr" rid="B53">Ivens et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B25">Clayton, 2016</xref>). The transcription of these units generates long precursor mRNAs that are processed cotranscriptionally, generating mature mRNAs corresponding to each gene originally encoded on the polycistronic unit (<xref ref-type="bibr" rid="B66">Liang et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B70">Mart&#xed;nez-Calvillo et&#xa0;al., 2004</xref>). Then, mRNAs are <italic>trans-</italic>spliced with the addition of a spliced leader (SL) molecule to the 5&#x2019; end of each mRNA (<xref ref-type="bibr" rid="B25">Clayton, 2016</xref>). The polyadenylation process occurs simultaneously, as the long polycistronic precursor is divided into smaller mature mRNAs encoding single genes to be translated (<xref ref-type="bibr" rid="B75">Michaeli et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B66">Liang et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B74">Michaeli, 2011</xref>; <xref ref-type="bibr" rid="B87">Preu&#xdf;er et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B25">Clayton, 2016</xref>). SL addition and polyadenylation enhance molecular stability and avoid degradation (<xref ref-type="bibr" rid="B1">Agabian, 1990</xref>), which can occur in the nucleus by RNase activity (<xref ref-type="bibr" rid="B26">Clayton, 2019</xref>). In this context, competition between mRNA degradation and processing is relevant to the levels of mature mRNAs in the cell (<xref ref-type="bibr" rid="B38">Fadda et&#xa0;al., 2014</xref>). Next, individual mature mRNAs are exported from the nucleus (<xref ref-type="bibr" rid="B22">B&#xfc;hlmann et&#xa0;al., 2015</xref>). In the cytosol, the binding of eukaryotic translational initiation factors recruits ribosomes and initiates translation (<xref ref-type="bibr" rid="B26">Clayton, 2019</xref>) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Knockout of different translation initiation factors in <italic>Leishmania</italic> impacts the cells&#x2019; whole proteome, affecting parasite morphology and infectivity (<xref ref-type="bibr" rid="B105">Tupperwar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Baron et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B101">Shrivastava et&#xa0;al., 2021</xref>). Posttranscriptional and posttranslational controls, including mRNA stability, translation initiation and protein folding are mechanisms of gene expression regulation in <italic>Leishmania</italic>, indicating how complex the process from gene to protein can be (<xref ref-type="bibr" rid="B27">Clayton and Shapira, 2007</xref>; <xref ref-type="bibr" rid="B45">Haile and Papadopoulou, 2007</xref>; <xref ref-type="bibr" rid="B102">Stiles et&#xa0;al., 2016</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Main aspects of polycistronic and monocistronic gene expression. <bold>(A)</bold> Monocistronic coding regions are common to most higher eukaryotes. With this genome organization, protein-coding genes are organized within intronic portions that are nonprotein-coding regions. Transcription is regulated by promoters and enhancers; thus, transcription is individually controlled. Processing of precursor mRNA involves the removal of introns, 5&#x2019; cap addition and polyadenylation, generating the mature mRNA molecule that is translated after export from the nucleus. <bold>(B)</bold> The polycistronic organization of coding genes differentiates <italic>Leishmania</italic> gene expression. The absence of transcriptional control is shown, with several genes encoded in the same polycistronic coding region being transcribed together. Another difference is the existence of multicopy genes in tandem arrays. All these characteristics point to uncontrolled transcription. Processing of precursor mRNA involves <italic>trans</italic>-splicing (addition of the SL molecule), polyadenylation and RNAse activity to eliminate mRNAs that will not be translated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-852902-g003.tif"/>
</fig>
<p>In contrast, gene expression in higher eukaryotes is monocistronic, with coding regions individualized by the presence of gene transcription promoters and enhancers. Transcription factors activate different transcriptional programs, modulating the cellular response to environmental cues. Premature RNA processing in higher eukaryotes involves the removal of intronic regions after the addition of the 5&#x2019; cap, followed by poly-A tail synthesis (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), and these processes are generally coupled (<xref ref-type="bibr" rid="B69">Maniatis and Reed, 2002</xref>).</p>
</sec>
<sec id="s1_3">
<title>Involvement of Noncoding RNAs and RNA Binding Proteins in the <italic>Leishmania</italic> Life Cycle</title>
<p>Recently, new mechanisms of regulation have been described to play important roles in <italic>Leishmania</italic> gene expression (<xref ref-type="bibr" rid="B81">Nandan et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B13">Azizi and Papadopoulou, 2020</xref>). This fact highlights that <italic>Leishmania</italic> possesses tightly tuned regulation of its gene expression, though the regulatory elements themselves are still largely uncharacterized (<xref ref-type="bibr" rid="B39">Fernandes et&#xa0;al., 2019</xref>). Among these, noncoding RNAs (ncRNAs) and RNA-binding proteins (RBPs) may contribute to the mRNA-protein level discrepancies observed in <italic>Leishmania</italic>.</p>
<p>ncRNAs vary in size and have many different mechanisms of action. In association with other molecules, ncRNAs control transcription, translation and RNA degradation (<xref ref-type="bibr" rid="B71">Mattick, 2001</xref>; <xref ref-type="bibr" rid="B49">Hombach and Kretz, 2016</xref>; <xref ref-type="bibr" rid="B39">Fernandes et&#xa0;al., 2019</xref>). Some <italic>L. major</italic> and <italic>L. donovani</italic> untranslated regions (UTRs) have been identified as origins of ncRNAs (<xref ref-type="bibr" rid="B24">Castro et&#xa0;al., 2017</xref>). Thousands of ncRNAs of different classes were also identified in the <italic>L. braziliensis</italic> genome and confirmed by RNA-seq analysis, suggesting that they are real transcripts (<xref ref-type="bibr" rid="B104">Torres et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B91">Ruy et&#xa0;al., 2019</xref>). Additionally, RNA-seq data have revealed a ncRNA among the top five differentially expressed transcripts in comparison of two <italic>L. amazonensis</italic> lineages, indicating an important role in the modulation of a specific metabolic pathway, such as arginase activity (<xref ref-type="bibr" rid="B10">Aoki et&#xa0;al., 2017</xref>). Developmentally regulated ncRNAs specific to the amastigote life stage of <italic>L. donovani</italic> present similar transcription characteristics to known protein-coding mRNAs (<xref ref-type="bibr" rid="B37">Dumas et&#xa0;al., 2006</xref>).</p>
<p>RBPs also play an important role in regulating translation in trypanosomatids and have been described as important regulatory components in <italic>Leishmania</italic> (<xref ref-type="bibr" rid="B103">Terr&#xe3;o et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B91">Ruy et&#xa0;al., 2019</xref>). RBPs interact with mRNAs, representing another posttranscriptional mechanism that regulates gene expression. The association of RBPs with methyltransferases suggests the role of these proteins in regulating arginine methylation, a known posttranslational modification of proteins (<xref ref-type="bibr" rid="B40">Ferreira et&#xa0;al., 2014</xref>). The relationship between RBPs and methyltransferases also impact on the virulence and protein stability of <italic>Leishmania</italic> (<xref ref-type="bibr" rid="B41">Ferreira et&#xa0;al., 2020</xref>). There is an evidence of a potential protective effect of RBPs in <italic>L. mexicana</italic>, accumulating in the nucleus in response to actinomycin D treatment (<xref ref-type="bibr" rid="B82">N&#xe1;zer and S&#xe1;nchez, 2011</xref>).</p>
<p>The regulatory elements described in this session have not been fully explored and described in <italic>Leishmania</italic> yet, probably due to the complexity of their mechanisms and interactions, and also the lack of sufficient genome annotations. However, characterization of these elements might improve knowledge of the biology of the parasite, genomic organization, and regulation processes, providing potential new biomarkers and/or drug targets.</p>
<p>The <italic>Leishmania</italic> genome appears to be constitutively expressed at the transcriptional level (<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B5">Alcolea et&#xa0;al., 2019</xref>), presenting a small percentage of differentially expressed mRNAs between life stages (<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B28">Cohen-Freue et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B10">Aoki et&#xa0;al., 2017</xref>). A previous comparative analysis of proteomes and transcriptomes of <italic>L. infantum</italic> during amastigogenesis revealed that although expression trends were comparable, fold changes usually did not correlate (<xref ref-type="bibr" rid="B73">McNicoll et&#xa0;al., 2006</xref>). To better understand the extent to which mRNA and protein data are connected in <italic>Leishmania</italic>, we reviewed published studies describing mRNA and protein expression during <italic>Leishmania</italic> development to find correlations focusing on selected genes and proteins related to differentiation of parasite forms during the life cycle.</p>
</sec>
</sec>
<sec id="s2">
<title>Metacyclogenesis</title>
<p>Metacyclogenesis is essentially the process of differentiation from procyclic to metacyclic promastigotes. Throughout this process, procyclic promastigotes differentiate into nectomonad and leptomonad promastigote stages, finally becoming metacyclic promastigotes (<xref ref-type="bibr" rid="B94">Sacks and Perkins, 1984</xref>; <xref ref-type="bibr" rid="B18">Bates and Tetley, 1993</xref>; <xref ref-type="bibr" rid="B93">Sacks and Kamhawi, 2001</xref>; <xref ref-type="bibr" rid="B99">Serafim et&#xa0;al., 2012</xref>). At the proteomic level, metacyclic promastigotes present a reduction in the abundance of proteins involved in protein synthesis and an increase in proteins involved in cell motility (<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>). Additionally, transcriptomic analysis of metacyclogenesis has demonstrated that each promastigote life stage has exclusive differentially expressed transcripts associated with them (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B30">Coutinho-Abreu et&#xa0;al., 2020</xref>).</p>
<p>Overall, the specific conditions that trigger metacyclogenesis have not been fully disclosed. In nature, this process occurs within the midgut of the sandfly and involves stress induction and a lack of nutrients (<xref ref-type="bibr" rid="B18">Bates and Tetley, 1993</xref>; <xref ref-type="bibr" rid="B55">Kamhawi, 2006</xref>; <xref ref-type="bibr" rid="B16">Bates, 2008</xref>). Furthermore, the absence of purines seems to play a role in triggering metacyclogenesis (<xref ref-type="bibr" rid="B99">Serafim et&#xa0;al., 2012</xref>). Binding to the midgut of the insect is an essential process for promastigote development and this binding capability is strictly stage specific: it is observed in the leptomonad and nectomonad uninfective promastigote forms but it is not common in the metacyclic stage (<xref ref-type="bibr" rid="B85">Pimenta et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B108">Wilson et&#xa0;al., 2010</xref>). Surface glycoconjugate lipophosphoglycan (LPG) has been described as responsible for host midgut binding in <italic>L. major</italic> (<xref ref-type="bibr" rid="B85">Pimenta et&#xa0;al., 1992</xref>) and it is also hypothesized to be the molecule responsible for midgut binding in other <italic>Leishmania</italic> species (<xref ref-type="bibr" rid="B93">Sacks and Kamhawi, 2001</xref>). Detachment and release from the host midgut occurs as the LPG molecule becomes elongated and modified by transferase enzymes (<xref ref-type="bibr" rid="B72">McConville et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B83">Novozhilova and Bovin, 2010</xref>). The observed stage-specific ability to bind to the host midgut found in different <italic>Leishmania</italic> species (<xref ref-type="bibr" rid="B85">Pimenta et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B108">Wilson et&#xa0;al., 2010</xref>) is a finding that might indicate that the expression pattern of mRNAs and proteins involved in LPG synthesis is accordingly regulated.</p>
<p>Since the host midgut microenvironment plays an important role in metacyclogenesis, questions on the reliability of cultured promastigotes as a model, compared to sandfly-derived promastigotes, have emerged (<xref ref-type="bibr" rid="B2">Alcolea et&#xa0;al., 2016</xref>). The insect microenvironment contains several digestive enzymes and a microbiota. Some stage-specific molecules have been identified to play a role in protecting the parasite from proteolytic activity found within the insect midgut (<xref ref-type="bibr" rid="B93">Sacks and Kamhawi, 2001</xref>). Other molecules present in the saliva of the insect are also crucial to the development of infection in the mammal and are capable of suppressing the host immune response and determining the fate of the infection (<xref ref-type="bibr" rid="B57">Katz et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B9">Andrade et&#xa0;al., 2007</xref>). Transcriptomic comparisons among sandfly and culture-derived metacyclic promastigotes have revealed an overall transcriptional similarity, with specific differences in transcripts associated with nutrient stress (such as amino acid transport, fatty acid biosynthesis, catabolism of ketone bodies, and protein recycling <italic>via</italic> autophagy) that appear upregulated in cultured metacyclic promastigotes (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>).</p>
<p>To assess correlations between mRNA and protein levels in metacyclogenesis, we analyzed data from 6 different studies, 3 of which contained transcriptomic data (<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>) and 3 of which contained proteomic data (<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>) from <italic>L. major</italic> and <italic>L.&#xa0;tropica</italic>, differentiating from procyclic to metacyclic promastigotes. To standardize our comparisons, we used the <italic>L. major</italic> Friedlin genome as a reference for gene IDs. Even though there are obvious differences in transcriptomic and proteomic profile between these two <italic>Leishmania</italic> species, the authors decided to use gene IDs of <italic>L. major</italic> since it is the most complete genomic database among <italic>Leishmania</italic> species. In cases in which the reference genome was another, we obtained syntenic orthologs of the <italic>L. major</italic> Friedlin genome using TryTrip database (<uri xlink:href="http://www.tritrypdb.org">www.tritrypdb.org</uri>). It is also worth noting that our search for studies upon which to base the present work retrieved a significantly smaller number of proteomic and transcriptomic studies of <italic>Leishmania</italic> metacyclogenesis in comparison to those focusing on amastigote differentiation. All analyzed data was statistically verified by each individual study then, the authors of this review did not interfere with or perform own statistical analysis of the data used. It is important to take into consideration that different studies may have presented different statistical thresholds to determine the own differentially expressed genes and proteins. Because of this limitation, the results observed here should be interpreted as proof-of-concept, since they were obtained from an extensive literature review and manual <italic>ad-hoc</italic> curation. The analysis was performed using a simple search tool in a table containing raw data from every analyzed study to find correlation between protein and mRNA trends. There is a consideration that some genes in the <italic>Leishmania</italic> genome can present the same coding region but differ in UTRs (<xref ref-type="bibr" rid="B88">Rastrojo et&#xa0;al., 2019</xref>). This aspect of the <italic>Leishmania</italic> genome organization is very complex and not discussed within the analyzed studies that were based solely on coding regions.</p>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> shows differentially expressed mRNAs and proteins according to transcriptomic and proteomic studies comparing procyclic and metacyclic promastigotes. For most genes, correlations between protein and mRNA levels were detected, whereas some genes show opposite trends in comparisons. We analyzed genes within the following biological groups: stress response, mitochondria, gene expression, energy metabolism and cell signaling. Hypothetical proteins and other biological functions were also considered (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The genes were grouped to facilitate the analysis. Gene Ontology was originally characterized in the respective study (<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Common genes found in independent transcriptomic and proteomic data obtained from metacyclogenesis (procyclic vs. metacyclicpromastigotes) differentiation.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="left">Biological group </th>
<th valign="top" colspan="2" align="center">Gene ID </th>
<th valign="top" colspan="2" align="center">Protein </th>
<th valign="top" colspan="3" align="center">mRNA levels (P&#x2192; M) </th>
<th valign="top" colspan="3" align="center">Protein levels (P&#x2192; M) </th>
<th valign="top" colspan="3" align="center">Correlation </th>
<th valign="top" colspan="2" align="center">Species (mRNA data) </th>
<th valign="top" colspan="2" align="center">Species (protein data) </th>
<th valign="top" colspan="2" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="2" align="left">Stress response</td>
<td valign="top" colspan="2" align="left">LmjF.26.0800</td>
<td valign="top" colspan="2" align="left">Glutathione peroxidase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica, L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.15.1040</td>
<td valign="top" colspan="2" align="left">Tryparedoxin peroxidase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica, L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.33.2390</td>
<td valign="top" colspan="2" align="left">TRAP1/HSP75</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.12.1130</td>
<td valign="top" colspan="2" align="left">Putative NADH:flavin oxidoreductase/NADH oxidase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Mitochondrial</td>
<td valign="top" colspan="2" align="left">LmjF.28.0490</td>
<td valign="top" colspan="2" align="left">Putative propionyl-coa carboxylase beta chain</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.15.0280</td>
<td valign="top" colspan="2" align="left">Putative ribonucleoprotein p18, mitochondrial</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.26.1710</td>
<td valign="top" colspan="2" align="left">Putative cytochrome c oxidase subunit V</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.25.1130</td>
<td valign="top" colspan="2" align="left">Putative cytochrome c oxidase VII</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.35.4430</td>
<td valign="top" colspan="2" align="left">Putative mitochondrial phosphate transporter</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.35.1540</td>
<td valign="top" colspan="2" align="left">Putative reiske iron-sulfur protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Gene Expression</td>
<td valign="top" colspan="2" align="left">LmjF.32.0050</td>
<td valign="top" colspan="2" align="left">Protein transport protein sec13</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>.</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.18.0740</td>
<td valign="top" colspan="2" align="left">Putative elongation factor Tu</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.35.3100</td>
<td valign="top" colspan="2" align="left">Putative ATP-dependent RNA helicase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.10.0870</td>
<td valign="top" colspan="2" align="left">Histone H3</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.36.0180</td>
<td valign="top" colspan="2" align="left">Elongation factor 2</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.34.0840</td>
<td valign="top" colspan="2" align="left">Elongation factor 1-beta</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.21.1552</td>
<td valign="top" colspan="2" align="left">RNA helicase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>.</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.19.1560</td>
<td valign="top" colspan="2" align="left">Inosine-5&#x2032;-monophosphate dehydrogenase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.17.0725</td>
<td valign="top" colspan="2" align="left">Guanosine monophosphate (GMP) reductase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.32.2950</td>
<td valign="top" colspan="2" align="left">Nucleoside diphosphate kinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.25.0490</td>
<td valign="top" colspan="2" align="left">Putative RNA-binding protein, UPB1</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Energy metabolism</td>
<td valign="top" colspan="2" align="left">LmjF.16.0440</td>
<td valign="top" colspan="2" align="left">Putative fucose kinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.16.0440</td>
<td valign="top" colspan="2" align="left">Putative fucose kinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.20.0100</td>
<td valign="top" colspan="2" align="left">Phosphoglycerate kinase C, glycosomal</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.20.0100</td>
<td valign="top" colspan="2" align="left">Phosphoglycerate kinase C, glycosomal</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>.</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.35.0030</td>
<td valign="top" colspan="2" align="left">Pyruvate kinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica, L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.29.2510</td>
<td valign="top" colspan="2" align="left">ATP-dependent 6-phosphofructokinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="center">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.29.2510</td>
<td valign="top" colspan="3" align="left">ATP-dependent 6-phosphofructokinase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.28.2910</td>
<td valign="top" colspan="3" align="left">Glutamate dehydrogenase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"/>
<td valign="top" colspan="2" align="left">LmjF.28.2910</td>
<td valign="top" colspan="3" align="left">Glutamate dehydrogenase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.15.1010</td>
<td valign="top" colspan="3" align="left">Glutamate dehydrogenase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.34.3670</td>
<td valign="top" colspan="3" align="left">Putative vacuolar ATP synthase catalytic subunit A</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.19.0200</td>
<td valign="top" colspan="3" align="left">ATP/ADP translocase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.18.0560</td>
<td valign="top" colspan="3" align="left">V-type proton ATPase subunit C</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Cell signaling</td>
<td valign="top" colspan="2" align="left">LmjF.25.1420</td>
<td valign="top" colspan="3" align="left">GTP-binding nuclear protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.29.2200</td>
<td valign="top" colspan="3" align="left">Putative GTP-binding protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Hypothetical proteins</td>
<td valign="top" colspan="2" align="left">LmjF.08.1100</td>
<td valign="top" colspan="3" align="left">Hypothetical protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.32.0840</td>
<td valign="top" colspan="3" align="left">RNA binding protein DRBD18</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left">Other</td>
<td valign="top" colspan="2" align="left">LmjF.29.0760</td>
<td valign="top" colspan="3" align="left">Putative lipophosphoglycan biosynthetic protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.36.3910</td>
<td valign="top" colspan="3" align="left">S-Adenosylhomocysteine hydrolase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica, L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.17.0250</td>
<td valign="top" colspan="3" align="left">Cystathionine &#x3b2;-synthase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B77">Mojtahedi et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>.</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.03.0200</td>
<td valign="top" colspan="3" align="left">Putative delta-1-pyrroline-5-carboxylate dehydrogenase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left">&#x2714;</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.11.0630</td>
<td valign="top" colspan="3" align="left">Putative aminopeptidase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.11.0630</td>
<td valign="top" colspan="3" align="left">Putative aminopeptidase</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. tropica</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.35.2050</td>
<td valign="top" colspan="3" align="left">60S ribosomal protein L32</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
<tr>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left">LmjF.22.1410</td>
<td valign="top" colspan="3" align="left">Ca2+-binding EF-hand protein</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2193;</bold>
</td>
<td valign="top" colspan="3" align="left">
<bold>&#x2191;</bold>
</td>
<td valign="top" colspan="2" align="left">
<bold>&#xd7;</bold>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<italic>L. major</italic>
</td>
<td valign="top" colspan="2" align="left">
<xref ref-type="bibr" rid="B35">Dillon et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Amiri-Dashatan et&#xa0;al., 2020b</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Common genes found in independent transcriptomic and proteomic data obtained during Leishmania metacyclogenesis (procyclic vs. metacyclic promastigotes). We compared every differentially expressed gene found in different independent transcriptomic and proteomic analyses to find correlations in trends of mRNA and protein levels during metacyclogenesis. Results based on the search of 111 differentially expressed proteins (DEPs) (65 up regulated and 46 down regulated upon metacyclogenesis) against 3704 differentially expressed genes (DEGs) (1804 upregulated and 1900 downregulated upon metacyclogenesis). P &#x2192; M &#x2013; procyclic to metacyclic promastigote differentiation; <bold>&#x2191;</bold> mRNA or protein levels increase in procyclic to metacyclic differentiation; &#x2193; - mRNA or protein levels decrease in procyclic to metacyclic differentiation; Correlation &#x2013; whethe mRNA and protein levels both decrease or increase during procyclic to metacyclic differentiation. Gene IDs were all originally available based on the L. major genome Although some of these data are related to other species, it was the authors choice to present them in a particular way, and we kept them in their original presentation and decided to use the L. major genome as a reference for all analyses.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>For the stress response, two peroxidases (LmjF.26.0800 and LmjF.15.1040) appeared to be upregulated at both the mRNA and protein levels in metacyclic promastigotes in comparison to procyclic promastigote forms. This may represent an adaptation of the parasite during metacyclogenesis, preparing to infect mammalian cells. A putative gene (LmjF.12.1130 - NADH/flavin oxidoreductase) and a heat shock protein (LmjF.33.2390 - TRAP1/HSP75) did not present correlation between protein and mRNA levels, with both showing a decrease in transcript levels in metacyclic promastigotes and an increase in protein levels (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>During metacyclogenesis, correlation between mRNA and protein levels was observed for genes encoding for mitochondrial proteins: two cytochrome c oxidase subunits (LmjF.26.1710 and LmjF.25.1130) appeared downregulated in metacyclic promastigotes compared to procyclic promastigotes (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>The most expressive finding for metacyclogenesis was for gene expression-related genes. Of the 11 related genes found in our analysis, 8 (over 72%) were found to consistently be downregulated (both mRNA and proteins) in metacyclic promastigotes. This category included elongation factors (LmjF.18.0740, LmjF.36.0180, LmjF.34.0840), RNA helicases (LmjF.21.1552, LmjF.35.3100), histone H3 (LmjF.10.0870), guanosine monophosphate (GMP) reductase (LmjF.17.0725) and the protein transport protein SEC13 (LmjF.32.0050). This downregulation in gene expression-related proteins is in accordance with the previously demonstrated reduction in transcription and translation in metacyclic promastigotes (<xref ref-type="bibr" rid="B59">Kloehn et&#xa0;al., 2015</xref>).</p>
<p>Proteins involved in cell energy metabolism, such as phosphoglycerate kinase (PGKC) (LmjF.20.0100) and pyruvate kinase (LmjF.35.0030), were increased in both mRNA and protein levels during metacyclogenesis (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). On the other hand, ATP-dependent 6-phosphofructokinase (PFK) (LmjF.29.2510), a main regulator of glycolysis (<xref ref-type="bibr" rid="B79">Mor et&#xa0;al., 2011</xref>), showed decreased levels during metacyclogenesis in <italic>L. tropica</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), possibly indicating a reduction in glycolytic activity. These data, with reduced levels of cytochrome c oxidase subunits V and VII, corroborate the hypothesis that cell respiration is affected upon metacyclogenesis. Additionally, greater energy consumption has been shown to occur in procyclic promastigotes of <italic>L. mexicana</italic> than in metacyclic promastigotes due to a higher replication rate (<xref ref-type="bibr" rid="B29">Costa et&#xa0;al., 2011</xref>).</p>
<p>Interestingly, glutamate dehydrogenase (GDH) (LmjF.28.2910) shows opposite trends in different <italic>Leishmania</italic> species In <italic>L. major</italic>, both mRNA and protein levels of GDH increased in metacyclics in comparison to procyclic promastigotes. In <italic>L. tropica</italic>, however, there was a decrease in GDH (LmjF.28.2910) during metacyclogenesis at both protein and mRNA levels. Nonetheless, another GDH (LmjF.15.1010) presented no correlation when we compared <italic>L. major</italic> and <italic>L.&#xa0;tropica</italic> data, with decreased mRNA levels but increased protein levels (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>A putative lipophosphoglycan biosynthetic protein 3 (LPG3) is reportedly downregulated in metacyclic forms of <italic>L. tropica</italic> and <italic>L. major</italic> (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Amiri-Dashatan et&#xa0;al., 2020a</xref>). LPG is a protein responsible for insect midgut binding and also acts as a virulence factor in mammalian hosts. This supports the idea that regulation of LPG expression is stage-specific, as is the ability of <italic>Leishmania</italic> to bind to the host midgut. (<xref ref-type="bibr" rid="B85">Pimenta et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B93">Sacks and Kamhawi, 2001</xref>; <xref ref-type="bibr" rid="B108">Wilson et&#xa0;al., 2010</xref>). Metacyclic promastigotes, however, present upregulation of transferase mRNAs, in accordance with the previous identification of elongated LPG in this specific phase (<xref ref-type="bibr" rid="B90">Rowton et&#xa0;al., 1995</xref>). Adding to this hypothesis, mRNA for the glycosyltransferase gene, which is involved in elongation and modification of LPG, appears to be upregulated in nectomonads (<xref ref-type="bibr" rid="B30">Coutinho-Abreu et&#xa0;al., 2020</xref>). Other transferases (galactosyl and mannosyl-transferases) are also upregulated in nectomonad and metacyclic promastigotes, indicating that these stages of metacyclogenesis detach from the midgut, in accordance with what is known about the parasite life cycle.</p>
<p>Overall, of 46 common genes found in our independent analysis of transcriptomic and proteomic data, more than 60.9% (28 genes) presented a positive correlation between mRNA and protein levels in metacyclogenesis; the other 39.1% (18 genes) exhibited contrary trends (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Based on these findings, the data obtained from each individual study supports the hypothesis that transcriptional differences exist between procyclic and metacyclic forms in the <italic>Leishmania</italic> life cycle, even though the genome is mostly constitutively expressed.</p>
</sec>
<sec id="s3">
<title>Amastigogenesis</title>
<p>Amastigote differentiation or amastigogenesis is the process by which metacyclic promastigotes differentiate into amastigotes inside phagocytic cells. Amastigotes live and replicate inside mammalian host cells in the compartment called parasitophorous vacuoles (PVs) or phagolysosomes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), which is the most drastic change in environmental conditions faced by the parasite in its life cycle, involving pH, temperature, and nutrient availability changes, as previously described (<xref ref-type="bibr" rid="B44">Gupta et&#xa0;al., 2001</xref>). This environmental alteration causes some observable consequences on parasite gene expression, even though the vast majority of genes appear to be constitutively expressed (<xref ref-type="bibr" rid="B28">Cohen-Freue et&#xa0;al., 2007</xref>). An overall reduction in RNA content is observed in amastigotes compared to promastigotes (<xref ref-type="bibr" rid="B100">Shapira et&#xa0;al., 1988</xref>). Indeed, most differences in mRNA abundance are observed when comparing the amastigote and procyclic promastigote stages (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>). A study showed that RNA abundance seems to play an important role in the early stages of amastigogenesis, but later in the process, posttranscriptional and translational mechanisms act to regulate gene expression (<xref ref-type="bibr" rid="B64">Lahav et&#xa0;al., 2011</xref>). The same study found that approximately 20-30% of genes presented a correlation between mRNA and protein levels during differentiation, most of which were up/downregulated in the early stages of differentiation (<xref ref-type="bibr" rid="B64">Lahav et&#xa0;al., 2011</xref>).</p>
<p>Amastigogenesis can be induced <italic>in vitro</italic> for <italic>Leishmania</italic> species by subjecting promastigotes to environmental conditions that mimic the inside of the mammalian host cell (37&#xb0;C, pH ~ 5.0) for over 5&#xa0;h (<xref ref-type="bibr" rid="B14">Barak et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B110">Zilberstein, 2020</xref>). In this context, temperature seems to play an important role in altering the gene expression and morphology of the parasite, inducing differentiation (<xref ref-type="bibr" rid="B111">Zilberstein and Shapira, 1994</xref>; <xref ref-type="bibr" rid="B60">Kramer et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B4">Alcolea et&#xa0;al., 2010b</xref>; <xref ref-type="bibr" rid="B110">Zilberstein, 2020</xref>). Although axenic amastigotes have been proven to be good models for amastigote studies, they lack complex host signaling and downstream effects (<xref ref-type="bibr" rid="B92">Saar et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B44">Gupta et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B14">Barak et&#xa0;al., 2005</xref>). RNA expression studies have revealed transcriptional differences between axenic amastigotes and intracellular amastigotes related to metabolic processes, surface proteins, intracellular transport and response to oxidative stress (<xref ref-type="bibr" rid="B89">Rochette et&#xa0;al., 2009</xref>).</p>
<p>A remarkable change in amastigote morphology is the flagellum structure. The paraflagellar rod structure is known to compose the flagellum in kinetoplastids during specific flagellated life stages; its absence has been observed in amastigotes (<xref ref-type="bibr" rid="B86">Portman and Gull, 2010</xref>). Accordingly, several studies have identified upregulation of paraflagellar rod protein 1 and 2 mRNAs (PRF1 and PRF2) in promastigotes of approximately 10- to 15-fold higher than in amastigotes (<xref ref-type="bibr" rid="B78">Moore et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B76">Mishra et&#xa0;al., 2003</xref>). PRF genes encode a component of the paraflagellar rod.</p>
<p>Another change involves the transport of sugars in promastigote and amastigote metabolism. It is known that the main carbon source for promastigotes is sugar and amino acids but that amastigotes mainly utilize amino acids and fatty acids (<xref ref-type="bibr" rid="B61">Krassner, 1969</xref>; <xref ref-type="bibr" rid="B62">Krassner and Flory, 1972</xref>; <xref ref-type="bibr" rid="B46">Hart and Coombs, 1982</xref>; <xref ref-type="bibr" rid="B63">Kuile and Opperdoes, 1992</xref>; <xref ref-type="bibr" rid="B84">Opperdoes and Coombs, 2007</xref>). A transcriptomic analysis confirmed that levels of different sugar and amino acid transporter genes are upregulated in procyclic promastigotes in comparison to amastigotes (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>). In metacyclogenesis, the mRNA levels of these transporters further increased from procyclic promastigotes to neptomonads, reaching their peak in the metacyclic stage (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>). This is strong evidence that observable metabolic changes during the <italic>Leishmania</italic> life cycle can be detected at the transcriptomic level.</p>
<p>Moreover, there are similarities between the transcriptional profile of metacyclic promastigotes and amastigotes (for example, in comparison to procyclics, metacyclic promastigotes present an upregulation of amastin-like proteins - known to be characteristic of the amastigote phase of <italic>Leishmania</italic>), suggesting that metacyclogenesis is a process that &#x201c;prepares&#x201d; the parasite for infection (<xref ref-type="bibr" rid="B52">Inbar et&#xa0;al., 2017</xref>).</p>
<p>To assess correlations between mRNA and protein levels in amastigogenesis, we analyzed data from 8 articles involving five <italic>Leishmania</italic> species: 5 contained transcriptomic data (<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>) and 3 proteomic data (<xref ref-type="bibr" rid="B106">Walker et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>). These studies obtained <italic>Leishmania</italic> amastigotes in different ways: recovered from BALB/c mice lesions (<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>, and <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>), macrophage lysis (<xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>) and <italic>in vitro</italic> cultivation of axenic amastigotes (<xref ref-type="bibr" rid="B106">Walker et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref> and <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>). The analysis was performed in a similar manner as previously described for metacyclogenesis.</p>
<p>In these works, differentially expressed mRNAs and proteins were compared and correlations were established (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Each gene listed in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> was identified as differentially expressed in the analyzed proteomic or transcriptomic studies comparing promastigote to amastigote differentiation. Following the same trend observed for promastigotes, a positive correlation between mRNA and protein levels was found for most genes in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> although some genes presented opposite levels. We analyzed genes within the following biological groups: stress response, gene expression, energy metabolism, cell signaling and proliferation. Hypothetical proteins and other biological functions were also considered (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Common genes found in independent transcriptomic and proteomic data obtained from amastigogenesis (promastigote vs. amastigote) differentiation.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Biological group</th>
<th valign="top" align="center">GeneID</th>
<th valign="top" align="center">Protein</th>
<th valign="top" align="center">mRNA levels(P&#x2192; A)</th>
<th valign="top" align="center">Protein levels(P&#x2192; A)</th>
<th valign="top" align="center">Correlation</th>
<th valign="top" align="center">Species (mRNA data)</th>
<th valign="top" align="center">Species (protein data)</th>
<th valign="top" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="7" align="left" style="background-color:#ffffff">Stress response</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.28.2780</td>
<td valign="top" align="left" style="background-color:#ffffff">HSP70 heat-shock protein hsp70</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.28.2781</td>
<td valign="top" align="left" style="background-color:#ffffff">HSP70 heat-shock protein hsp71</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.30.1540</td>
<td valign="top" align="left" style="background-color:#ffffff">Flavoprotein-like protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.32.1820</td>
<td valign="top" align="left" style="background-color:#ffffff">Superoxide dismutase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.32.1940</td>
<td valign="top" align="left" style="background-color:#ffffff">Chaperone protein DNAJ/DnaJ homolog &#x2013; JDP7</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.33.0312</td>
<td valign="top" align="left" style="background-color:#ffffff">HSP83 heat shock protein 83&#x2212;1</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major, L.donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.36.0070</td>
<td valign="top" align="left" style="background-color:#ffffff">stress-inducible protein STI1 homologue</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana, L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.36.2030</td>
<td valign="top" align="left" style="background-color:#ffffff">Chaperonin HSP60, mitochondrial</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" rowspan="14" align="left" style="background-color:#ffffff">Gene Expression</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.30.3520</td>
<td valign="top" align="left" style="background-color:#ffffff">Adenosylmethionine synthase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.35.5040</td>
<td valign="top" align="left" style="background-color:#ffffff">poly(a)-binding protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.35.5041</td>
<td valign="top" align="left" style="background-color:#ffffff">poly(a)-binding protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.25.0490</td>
<td valign="top" align="left" style="background-color:#ffffff">RNA-binding protein UBP1</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.19.0030</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H2B</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.03.0980</td>
<td valign="top" align="left" style="background-color:#ffffff">Elongation initiation factor 2 alpha subunit</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.10.0970</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone h3</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.35.0370</td>
<td valign="top" align="left" style="background-color:#ffffff">ATP-dependent DEAD-box RNA helicase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.02.0020</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.06.0010</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.31.3180</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.35.1310</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.36.0020</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.25.2450</td>
<td valign="top" align="left" style="background-color:#ffffff">Histone H4</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Almeida et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.35.3860</td>
<td valign="top" align="left" style="background-color:#ffffff">t-Complex protein 1, eta subunit, putative</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. donovani, L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" rowspan="5" align="left" style="background-color:#ffffff">Energy metabolism</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.23.0690</td>
<td valign="top" align="left" style="background-color:#ffffff">3-ketoacyl-coa thiolase-like protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.21.1770</td>
<td valign="top" align="left" style="background-color:#ffffff">ATP synthase F1 subunit gamma protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.30.2970</td>
<td valign="top" align="left" style="background-color:#ffffff">glyceraldehyde 3-phosphate dehydrogenase, glycosomal</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.36.1260</td>
<td valign="top" align="left" style="background-color:#ffffff">Fructose 1,6-bisphosphate aldolase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. panamensis</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B106">Walker et&#xa0;al., 2006</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.14.1160</td>
<td valign="top" align="left" style="background-color:#ffffff">Enolase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana, L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.31.1630</td>
<td valign="top" align="left" style="background-color:#ffffff">putative 3-ketoacyl-coa thiolase-like protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left" style="background-color:#ffffff">Cell signaling</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.31.1630</td>
<td valign="top" align="left" style="background-color:#ffffff">PGFS prostaglandin f2-alpha synthase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B3">Alcolea et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.36.0550</td>
<td valign="top" align="left" style="background-color:#ffffff">CRK1, cell division protein kinase 2</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana, L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.25.0910</td>
<td valign="top" align="left" style="background-color:#ffffff">Cyclophilin a</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.29.0880</td>
<td valign="top" align="left" style="background-color:#ffffff">ADP-ribosylation factor-like protein</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="background-color:#ffffff">Hypothetical proteins</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.08.0860</td>
<td valign="top" align="left" style="background-color:#ffffff">Hypothetical protein, unknown function</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.34.0010</td>
<td valign="top" align="left" style="background-color:#ffffff">Short chain dehydrogenase</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B20">Brotherton et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.33.0610</td>
<td valign="top" align="left" style="background-color:#ffffff">paraflagellar rod component<break/>PFC16</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" rowspan="7" align="left" style="background-color:#ffffff">Other</td>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.17.0870</td>
<td valign="top" align="left" style="background-color:#ffffff">Meta 2 protein, putative</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L.mexicana, L. major, L. donovani</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.33.0820</td>
<td valign="top" align="left" style="background-color:#ffffff">Beta-tubulin</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2191;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#xd7;</bold>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. panamensis</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B106">Walker et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.10.0460</td>
<td valign="top" align="left" style="background-color:#ffffff">GP63, leishmanolysin</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.10.0470</td>
<td valign="top" align="left" style="background-color:#ffffff">GP63, leishmanolysin</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.16.1430</td>
<td valign="top" align="left" style="background-color:#ffffff">Paraflagellar rod protein 2C</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana, L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.29.1750</td>
<td valign="top" align="left" style="background-color:#ffffff">Paraflagellar rod protein 2C</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. mexicana</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B48">Holzer et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#ffffff">LmjF.29.1760</td>
<td valign="top" align="left" style="background-color:#ffffff">Paraflagellar rod protein 2C</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">
<bold>&#x2193;</bold>
</td>
<td valign="top" align="center" style="background-color:#ffffff">&#x2714;</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L.donovani, L. major</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<italic>L. infantum</italic>
</td>
<td valign="top" align="left" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B65">Leifso et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B95">Saxena et&#xa0;al., 2007</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Common genes in independent transcriptomic and proteomic data obtained during Leishmania promastigote to amastigote differentiation. We compared every differentially expressed gene in different independent transcriptomic and proteomic analyses to find correlations in trends of mRNA and protein levels during amastigogenesis. P &#x2192; A &#x2013; promastigote to amastigote differentiation; &#x2191; - mRNA or protein levels increase in promastigote to amastigote differentiation; &#x2193; - mRNA or protein levels decrease in promastigote to amastigote differentiation; Correlation &#x2013; whether mRNA and protein levels are both decreasing or increasing during promastigote to amastigote differentiation. For gene IDs originally provided in other species&#x2019; codes, the L. major Friedlin syntenic ortholog was obtained at TriTrypDB for the comparison analysis. In the few cases where there was no synteny, we utilized nonsyntenic orthologs that encoded the same protein for comparison.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Stress response proteins appeared upregulated in amastigotes compared to promastigotes in response to the drastic environmental changes that trigger differentiation and the hostile acidic PV environment. mRNA and protein levels of stress response proteins, such as HSP70 (LmjF.28.2780) and Chaperone protein DNAJ homolog &#x2013; JDP7 (LmjF.32.1940), presented a positive correlation and were consistently upregulated in amastigotes. On the other hand, superoxide dismutase (LmjF.32.1820) showed opposite mRNA and protein levels, with a decrease in mRNA but an increase in protein. It is interesting to note that some HSPs (LmjF.28.2780 and LmjF.33.0312) presented correlations but that others (LmjF.28.2781 and LmjF.36.2030) did not. Stress inducible protein 1 (STI1) transcripts are heat inducible in <italic>L. major</italic> promastigotes, with increased transcript levels when subjected to an increased temperature (<xref ref-type="bibr" rid="B107">Webb et&#xa0;al., 1997</xref>). Our analysis revealed a decrease in both the mRNA and protein content of an STI1 homolog in amastigotes of <italic>L. mexicana</italic> and <italic>L. donovani</italic> (mRNA data) and <italic>L. infantum</italic> (protein data).</p>
<p>Gene expression-related genes appeared mostly downregulated, with mRNA and protein levels of 10 out of 14 genes being consistently downregulated in amastigotes, suggesting that gene expression is reduced in this life stage. In this category, we observed a polyA-binding protein (LmjF.35.5040), an RNA upstream-binding protein (UBP2) (LmjF.25.0490), and several histones. Histone H4 was the most notable observation, with 6 different genes being downregulated at both the mRNA and protein levels in amastigotes (LmjF.02.0020, LmjF.06.0010, LmjF.31.3180, LmjF.35.1310, LmjF.36.0020 and LmjF.25.2450). Reduced mRNA and protein levels histone 2B (LmjF.19.0030) also was detected in amastigotes, but histone 3 (LmjF.10.0970) mRNA and protein levels did not correlate.</p>
<p>For energy metabolism-related proteins, fructose 1,6-bisphosphate aldolase (LmjF.36.1260) and putative 3-ketoacyl-CoA thiolase-like protein (LmjF.31.1630) were the only proteins, of 6 in total, that were upregulated in amastigotes. These are coincidently the only two that did not present mRNA and protein level correlations, as their mRNAs were downregulated. For all 4 other proteins (LmjF.23.0690, LmjF.21.1770, LmjF.30.2970, LmjF.14.1160), both mRNA and protein levels were reduced upon amastigogenesis. The consistent downregulation of glycolytic enzymes (LmjF.30.2970 - glyceraldehyde 3-phosphate dehydrogenase and LmjF.14.1160 &#x2013; Enolase) is in accordance with what has been described for <italic>L. mexicana</italic> amastigotes, utilizing less glucose in relation to promastigotes (<xref ref-type="bibr" rid="B46">Hart and Coombs, 1982</xref>).</p>
<p>It is also possible to observe some classical developmentally regulated genes, such as several GP63 and a few paraflagellar rod protein genes (PFR2). Both the protein and mRNA levels of these genes decrease during amastigote differentiation, in accordance with what is known about the parasite life cycle, as discussed previously.</p>
<p>One interesting trend unveiled by <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> is that of the 30 genes that presented mRNA and protein correlations, 86% (26 genes) showed decreasing expression in amastigotes. This is consistent with what has been reported about a decrease in mRNA and protein content in amastigotes (<xref ref-type="bibr" rid="B100">Shapira et&#xa0;al., 1988</xref>). Of the only 4 correlating genes in the table with increased expression during amastigogenesis, 3 are related to the stress response, and the other is a hypothetical protein.</p>
<p>Overall, of 43 common genes found in our analysis of independent transcriptomic and proteomic data, 30 (69.8%) presented positive correlations between mRNA and protein levels during amastigote differentiation; opposite trends in mRNA and protein levels were found for the other 13 genes (30.2%). Once again, this supports the idea that mRNA and protein levels can correlate in the <italic>Leishmania</italic> life cycle. This finding of over 69% correlation between mRNA and protein trends in amastigote differentiation is larger than the 53% previously observed in combined proteomic and transcriptomic studies of <italic>L. infantum</italic> differentiation (<xref ref-type="bibr" rid="B73">McNicoll et&#xa0;al., 2006</xref>). Our analysis, however, incorporated a larger number of <italic>Leishmania</italic> species and several independent studies, which might explain the difference in the percentage of mRNA/protein correlations.</p>
</sec>
<sec id="s4">
<title>Conclusion</title>
<p>It is important to point that this review was based on an extensive literature review and manual <italic>ad-hoc</italic> curation. No statistical analysis was performed with the data from all the analyzed studies, proposing this reading as a proof-of-concept. Our analyses were obtained from over 4,000 genes in transcriptomic data and over 400 proteins in proteomic data during metacyclogenesis and amastigonesis in <italic>Leishmania</italic>. Interestingly, only 46 and 43 genes were commonly differentially expressed in metacyclogenesis and amastigogenesis, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Among these, 28 and 30 genes presented correlation between mRNA and protein levels in metacyclogenesis and amastigonesis, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The considered genes that did not present correlation corroborated the idea that it is not always possible to accurately predict protein levels based solely on levels of mRNA, mostly due to extensive posttranscriptional mechanisms regulating gene expression. In particular case of our analysis the lack of correlation might be related to the different <italic>Leishmania</italic> species being compared that may interfere in establishing such correlations.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Differentially expressed genes and proteins observed in independent transcriptomic and proteomic studies of <italic>Leishmania</italic> life cycle. Both Venn Diagrams on the top portion of the figure describe the total number of DEPs and DEGs found in all the analyzed studies that was based this review. Further, among the commonly differentially expressed genes, we indicate the amount of genes that presented correlation between mRNA and protein levels in metacyclogenesis and amastigogenesis. It is worth noting that these results should be read as proof-of-concept, since no statistical analysis was performed to compare the analyzed studies.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-852902-g004.tif"/>
</fig>
<p>The idea that the <italic>Leishmania</italic> genome is constitutively expressed at the transcriptional level does not necessarily mean that protein levels cannot follow the same trend of the corresponding mRNA to be expressed. Here, we showed that the mRNA and protein levels of several genes increase or decrease concomitantly during metacyclogenesis and amastigogenesis. These differences in mRNA and protein levels might also be used in epidemiological practice and/or research as stage-specific markers to identify, isolate and recognize specific life forms in the <italic>Leishmania</italic> life cycle.</p>
<p>To date, little research establishing the correlation of mRNA and protein levels in <italic>Leishmania</italic> has been performed due to the complexity of data handling. The increase in proteomic and transcriptomic data associated with detailed comparative analysis will certainly enrich the understanding of gene expression regulation in trypanosomatids, providing new ways to use molecular biological data in the control and treatment of the disease. Another approaches that may be helpful in obtaining new answers for the <italic>Leishmania</italic> gene expression questions could be performed through half-lives measurement (<xref ref-type="bibr" rid="B11">Archer et&#xa0;al., 2008</xref>) and polysome profiling (<xref ref-type="bibr" rid="B19">Bifeld et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B56">Karamysheva et&#xa0;al., 2018</xref>). This technique may provide important information on the correlation between mRNA and protein levels in <italic>Leishmania</italic>, by exclusively analyzing mRNAs that are in fact being translated.</p>
</sec>
<sec id="s5" sec-type="author-contributions">
<title>Author Contributions</title>
<p>LC, JA, and LF-W contributed to the conception of the review and manuscript revision. LC made the first draft, performed analysis, and designed figures and tables. JA and LF-W added new information to the original manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>The work was supported by S&#xe3;o Paulo Research Foundation (FAPESP) - grants #2017/23696-1 (LC), #2021/04422-3 (JA) and #2018/23512-0 (LF-W).</p>
</sec>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The handling editor LT declared a shared affiliation with the authors at the time of review.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ref-list>
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