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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2022.1053732</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Albinism in the largest extant amphibian: A metabolic, endocrine, or immune problem?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chang</surname>
<given-names>Liming</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/725958"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhu</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/988423"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Jianping</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1239829"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization &amp; Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences (CAS)</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Shogo Haraguchi, Showa University, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Itaru Hasunuma, Toho University, Japan; Zhuo Chen, Henan Normal University, China; Lixia Zhang, Henan Normal University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wei Zhu, <email xlink:href="mailto:zhuwei@cib.ac.cn">zhuwei@cib.ac.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Experimental Endocrinology, a section of the journal Frontiers in Endocrinology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1053732</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Chang, Zhu and Jiang</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Chang, Zhu and Jiang</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>
<sec>
<title>Background</title>
<p>Pigment regression is an intriguing phenomenon that can be caused by disorders in melanin metabolism or endocrine regulation, or by autoimmune disorders. Albino animals serve as excellent models for the study of the genetic determination of morphology, particularly the evolution of and molecular mechanisms underlying chromatophore-related diseases in animals and humans.</p>
</sec> <sec>
<title>Material and Methods</title>
<p>The artificial culture of <italic>Andrias davidianus</italic>, the largest extant amphibian, is flourishing in China due to the great ecological and economic value of this animal. Approximately 0.1% of individuals express an albino phenotype accompanied by delayed somatic growth and mortality at early developmental stages. In this study, brain and skin transcriptomics were conducted to study the underlying molecular basis of the phenotype.</p>
</sec>
<sec>
<title>Results</title>
<p>The results indicated decreased transcription of genes of melanin synthesis. Interestingly, MHC I isotypes and immune-related pathways accounted for the primary transcriptional differences between groups, suggesting that the albino phenotype represents a systematic immune problem to a far greater extent than a pigmentation defect. Albino individuals exhibited shifted transcription of MHC I isotypes, and the albino-specific isotype was characterized by increased charges and decreased space in the antigen- binding pocket, implying a drastic change in antigen specificity and a potential risk of autoimmune disorders.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>These results suggest an association between the albino phenotype and MHC I variants in <italic>A. davidianus</italic>, which could serve as a convenient model for vitiligo or other autoimmune diseases.</p>
</sec>
</abstract>
<kwd-group>
<kwd>albinism</kwd>
<kwd>autoimmune</kwd>
<kwd>disease model</kwd>
<kwd>genetic polymorphism</kwd>
<kwd>melanin</kwd>
<kwd>transcriptomics</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="8"/>
<word-count count="3349"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Pigment regression due to genetic factors is commonly observed in vertebrates (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). This can appear as a morphological trait of an entire population or species adapted to specific environments (e.g., darkness in caves or soil layers) (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). More often, hypopigmentation is a minority feature appearing in members of a population or species carrying allele variants (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Typical examples are the pigmentary disorders occurring in humans, such as vitiligo, piebaldism, and albinism. This raises the question as to which internal factors regulate the pigment cells and pigmentation processes and thus govern hypopigmentation phenomena in vertebrates.</p>
<p>From a mechanistic perspective, hypopigmentation is always associated with mutations in genes that either participate in melanin synthesis (e.g., tyrosinase and melanosomal transmembrane protein) (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>) or are responsible for signal regulation in melanin synthesis and melanophore proliferation (e.g., melanocortin receptors and agouti) (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B7">7</xref>). In the latter type of depigmented morphs, hypopigmentation is accompanied by additional physiological outcomes due to the potential crosstalk between regulation pathways (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Pigmentation is linked to the levels of many endocrine factors and the activation of related signal transduction pathways, including the melanocyte-stimulating hormones (MSHs), adrenocorticotropic hormone, steroid hormones, and prostaglandins (<xref ref-type="bibr" rid="B10">10</xref>). Among these factors, alpha-MSH is the best described; its precursor, proopiomelanocortin, is synthesized in the brain and pituitary primordium (<xref ref-type="bibr" rid="B11">11</xref>). Additionally, hypopigmentation can alternatively arise as a result of genetic variation in cellular processes indirectly related to melanin systems. One typical example of this type of case is vitiligo (<xref ref-type="bibr" rid="B12">12</xref>), an autoimmune skin disease characterized by patches of depigmentation caused by the destruction of melanophores (<xref ref-type="bibr" rid="B13">13</xref>). This disease is linked to genetic polymorphism of the MHC regions (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>Depigmented animals are excellent models for investigation of the genetic determination of the corresponding morphological traits, and studies of such animals may provide evolutionary and mechanistic insights into animal and human chromatophore-related diseases (e.g., vitiligo, albinism, and melanoma). Although recent investigations have deepened our understanding of these diseases, many questions surrounding their initiation and progression remain to be answered (<xref ref-type="bibr" rid="B13">13</xref>), and proper animal models are important as a means of studying their pathogenesis and facilitating the discovery and evaluation of therapeutic interventions (<xref ref-type="bibr" rid="B18">18</xref>). The Chinese giant salamander (Cryptobranchidae: <italic>Andrias davidianus</italic>) is the largest extant amphibian species (<xref ref-type="bibr" rid="B19">19</xref>). Its ancestors diverged from other amphibians over 170 million years ago during the Jurassic Period (<xref ref-type="bibr" rid="B20">20</xref>), making it one of the oldest families on the amphibian tree of life. The artificial culture of <italic>A. davidianus</italic> is flourishing in China due to the great ecological and economic value of this animal. In practice, approximately 0.1% of individuals of the species express an albino phenotype of the entire body (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>), characterized by semitransparent skin with reduced skin pigmentation (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B, C</bold>
</xref>). These albino individuals always suffer additionally from other physiological problems. For example, they grow more slowly than their typical siblings and do not live through their first year. The genetic basis of their albino phenotype has potential significance in the aquaculture breeding of <italic>A. davidianus</italic> and in the development of disease models. In this study, the gene transcriptional profiles of the dorsal and tail skin and brain are compared between albino and typical individuals to provide insight into the molecular basis of depigmentation and associated physiological abnormalities.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Morphological and transcriptional differences between A'lbino and typical <italic>A davidianus.</italic> <bold>(A, B)</bold> Appearance of albino individuals. <bold>(C)</bold> Comparison of dorsal skin pigment. <bold>(D, E)</bold> Differences between groups in overall length <bold>(D)</bold> and head width <bold>(E)</bold>. <bold>(F)</bold> Transcriptome sampling scheme. <bold>(G)</bold> PCoA scatter plot presenting the similarity in transcriptional profiles between samples. Dorsal and tail skin tissues with the same labels are samples from the same individuals. &#x2018;A&#x2019; and &#x2018;B&#x2019; in the labels denote &#x2018;Albino&#x2019; and &#x2018;typical&#x2019;, respectively. Note that dorsal and tail skins from the same individuals are always associated with more similar transcriptomes, indicating a high degree of technical stability in our RNA-seq data. <bold>(H)</bold> Statistics on DEGs in different tissues. <bold>(I)</bold> Transcriptional variations of genes in melanin synthesis. Asterisks denote significant differences between groups (at a threshold of <italic>p</italic> &lt; 0.05, Student&#x2019;s <italic>t</italic> test).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1053732-g001.tif"/>
</fig>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Methods and materials</title>
<sec id="s2_1">
<title>Sample collection</title>
<p>Artificially-bred <italic>A. davidianus</italic> were collected from a farm located in Hongya, Sichuan Province, China (103&#xb0;10&#x2032;05&#x2032;&#x2032;E, 29&#xb0;52&#x2032;36&#x2032;&#x2032;N). Fertilized eggs of this species take approximately 70 days to develop to the stage at which formation of the fifth digit in the hindlimb occurs (stage 46 according to the chronological table suggested by Shi and Boucaut (<xref ref-type="bibr" rid="B21">21</xref>)) (<xref ref-type="bibr" rid="B22">22</xref>). These larvae take more than 300 days to complete their metamorphosis (characterized by disappearance of the gills) after hatching at 15 &#xb0;C. In this study, albino and typical individuals (n = 7 per group) were collected approximately 70&#x2013;80 days after hatching. All the larvae were at stage 46 (<xref ref-type="bibr" rid="B21">21</xref>) when they were collected. The albino phenotype appeared sporadically across clutches, and thus the seven albino individuals all had different parents. Correspondingly, the typical individuals were randomly collected from different clutches. Their body weight, body length, head width, tail length, head length, orbital distance, nasal distance, and eye diameters were measured. After having been euthanized with MS-222, the larvae were dissected to collect the dorsal skin, the tail skin, and the brain. All samples were stored at -80 &#xb0;C.</p>
</sec>
<sec id="s2_2">
<title>Transcriptome analysis</title>
<p>Transcriptome measurements were obtained from the brain and the dorsal and tail skin of six albino and three typical individuals. The brain transcriptome was included as the brain is a central organ in the regulation of pigmentation in amphibians. Previously-described protocols were followed for RNA extraction, purification, cDNA library construction, filtration, assembly, annotation, and gene expression quantification (<xref ref-type="bibr" rid="B23">23</xref>). RNA-seq was performed on an Illumina HiSeq 4000 platform by Annoroad (Beijing); paired-end reads were generated. A previously-reported multi-organ whole-length transcriptome was used as the reference genome for transcript identification, annotation, and gene expression quantification (<xref ref-type="bibr" rid="B24">24</xref>), and FPKM values were calculated for each unigene (see gene expression matrix in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). This approach may improve the accuracy and reliability of the transcriptional quantification in comparison to a <italic>de novo</italic> assembly approach. Differently expressed genes (DEGs) were identified by Student&#x2019;s <italic>t</italic> test, and functional enrichment analyses were conducted by querying DEGs against the KEGG database (based on KOBAS 3.0, with default parameters) (<xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec id="s2_3">
<title>Sequence comparison and phylogenetic analyses</title>
<p>Sequences of targeted genes were retrieved from Genbank or from our transcriptome database. Sequence alignment was performed using Clustal X2, and further edits were made using GeneDoc. A maximum likelihood tree was constructed using MEGA7 with default parameters.</p>
</sec>
<sec id="s2_4">
<title>Prediction of 3D protein models</title>
<p>3D models of MHC class I proteins were predicted on the SWISS-MODEL server (<uri xlink:href="https://www.swissmodel.expasy.org/">https://www.swissmodel.expasy.org/</uri>) with &#x201c;marsupial MHC I (7edo.2.A)&#x201d; as the model. Analysis of 3D models was performed using Swiss- Pdb Viewer.</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>Basic statistical analyses were conducted using IBM SPSS 22.0 (SPSS Inc., Chicago, USA). Kolmogorov&#x2013;Smirnov tests were conducted to assess the deviation of the data from normal distribution. Inter-group differences in body length and width were analyzed <italic>via</italic> ANCOVA with body weight as a covariate. Inter-group differences in other body traits (using relative values) were analyzed <italic>via</italic> Student&#x2019;s <italic>t</italic> test. Dissimilarity in transcriptomes was operationalized using the Bray&#x2013;Curtis distance, which was calculated using the vegdist function of the R package Vegan. Subsequently, PERMANOVA (using the Adonis function of the Vegan package) was employed to identify differences in transcriptomes between the groups, and PCoA was conducted to present the differences between groups. Graphs were generated using GraphPad Prism 5 or the R package ggplot2 (<xref ref-type="bibr" rid="B26">26</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>The albino individuals had comparable body width to typical individuals with similar body weight, but their bodies were smaller in length, resulting in a stockier overall body shape (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF1">
<bold>S1</bold>
</xref>). Their relative tail length, head length, orbital distance, and eye diameters were comparable to those of typical individuals; however, their nasal distance was much smaller (<xref ref-type="supplementary-material" rid="SF1">
<bold>Figure S1</bold>
</xref>). Transcriptomics was conducted for the dorsal and tail skin samples, as well as the brain (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>). As expected, the two types of skin tissue shared similar transcriptional profiles, which were quite distinct from that of the brain (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1G</bold>
</xref>). PERMANOVA results suggested that there was a significant inter-group difference in brain transcriptome, while the transcriptional differences between groups in the skin samples were less significant (<xref ref-type="supplementary-material" rid="SF1">
<bold>Figure S2</bold>
</xref>). In total, 1,023, 1,183, and 840 DEGs between the groups were identified in the brain, dorsal skin, and tail skin, respectively, among which 299 DEGs were shared by the two skin tissue types (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1H</bold>
</xref>).</p>
<p>Three genes involved in melanin synthesis (namely, tyrosinase, tyrosinase B, and dopachrome tautomerase) were identified among the DEGs; these exhibited decreased transcription in the skin of albino individuals (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1I</bold>
</xref>). Interestingly, however, melanin synthesis did not account for the most prominent transcriptional changes in the albino larvae. Instead, an MHC class I gene was highlighted as exhibiting the highest degree of fold changes (in the albino <italic>vs.</italic> the typical group) in all three types of tissue (fold changes = 2,000, 144, and 340 in the brain, dorsal skin, and tail skin, respectively; <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>). Correspondingly, KEGG enrichment analysis based on brain DEGs (at a threshold of <italic>p</italic> &lt; 0.05) highlighted changes in immune-related processes (e.g., autophagy, endocytosis, and Fc gamma R-mediated phagocytosis), signal transduction (e.g., the AMPK signaling pathway and adrenergic signaling in cardiomyocytes), and metabolic pathways (e.g., thermogenesis and oxidative phosphorylation) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The skin DEGs (meeting the threshold of <italic>p</italic> &lt; 0.05 in both tissue types) highlighted changes in the autoimmune and cancer pathways, e.g., rheumatoid arthritis and bladder cancer (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). Furthermore, several signaling pathways (e.g., adrenergic signaling in cardiomyocytes and the estrogen signaling pathway) were also enriched by DEGs, implying the potential presence of endocrine disorders in the albino larvae.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Identification of crucial DEGs and cellular processes. <bold>(A)</bold> The DEGs representing the greatest fold change in the brain. <bold>(B)</bold> Fold changes in DEGs (<italic>p</italic> &lt; 0.05) in the dorsal (horizontal axis) and tail (vertical axis) skins. Red dots denote DEGs shared by all three tissue types; blue dots denote DEGs shared by the two skin tissue types. Note that most DEGs exhibit consistent trends in variation (i.e., an increase or decrease) between the two types of skin tissue, indicating the reliability of the DEGs. <bold>(C, D)</bold> Functional analysis based on DEGs in the brain <bold>(C)</bold> or those shared by the skin samples <bold>(D)</bold>. Only the top 30 significant items are displayed (<italic>q</italic> &lt; 0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1053732-g002.tif"/>
</fig>
<p>A total of eight MHC class I isotypes (labeled ISO 1&#x2013;8) were identified in the whole-length transcriptome of <italic>A. davidianus</italic> (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF1">
<bold>S3</bold>
</xref>). Isotypes ISO 1&#x2013;3 and ISO 4&#x2013;5 belong to different subclasses, whose members have been reported previously, while isotypes ISO 6&#x2013;8 belong to new subclasses. ISO 1 is the dominating isotype expressed in the tissues of typical individuals. In albino individuals, the transcription of this isotype and &#x3b2;<sub>2</sub> microglobulin (B2M), components of MHC I, exhibited dramatic downregulation. Meanwhile, they also exhibited notably increased transcription of ISO 2 and ISO 3 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The sequence variances between ISO 1 and ISO 2&#x2013;3 were mainly distributed in the &#x3b1;1 and &#x3b1;2 functional domains, which are responsible for antigen binding (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). Within these domains, six neutral amino acid residues were replaced by charged ones in ISO 2/3. These substitutions increased the charges and reduced the amount of space in the antigen-binding pocket.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Sequence and expression analysis of MHC class I genes. <bold>(A)</bold> Maximum likelihood tree for MHC class I genes (see the sequences in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Red items denote MHC class I isotypes identified in this study; black items denote the known MHC class I genes of <italic>A davidianus</italic> and closely related species. <bold>(B)</bold> Transcriptional levels of MHC class I isotypes and B2M. Asterisks denote significant differences between groups (at a threshold of <italic>p</italic> &lt; 0.05, Student&#x2019;s <italic>t</italic> test). <bold>(C)</bold> Amino acid substitutions in the antigen- binding regions of MHC class I isotypes. Red and blue characters represent negative and positive charges. <bold>(D)</bold> 3D structure of MHC class I isotypes. The sites of amino acid substitution are highlighted by electron clouds (blue: positive residues; red: negative residues). Red arrows denote antigen- binding pockets. Note the reduced space and increased charges in the antigen- binding pockets of isotypes 2 and 3.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-13-1053732-g003.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Our results suggest that the albino phenotype is associated with shorter body length and reduced relative nasal distance in <italic>A. davidianus</italic>. As the relative tail and head lengths are unchanged, the shorter body length can most likely be attributed to a systematic problem with growth. The biological significance of nasal distance has not been fully understood in animals, but it is a common morphological trait used in amphibian taxonomy, as it reflects the anatomic feature of the skull bone. These morphological changes may be explained by skeletal dysplasias, a class of disorders characterized by orthopedic complications and varying degrees of dwarfism or short stature (<xref ref-type="bibr" rid="B27">27</xref>). The morphological abnormalities observed in the albino phenotype in <italic>A. davidianus</italic> are not restricted to pigmentation problems. Similar morphological abnormalities have not been reported in white and albino <italic>Ambystoma mexicanum</italic>, which can grow and breed normally (<xref ref-type="bibr" rid="B28">28</xref>). The white phenotype of <italic>A. mexicanum</italic> is linked to genetic mutations preventing the differentiation and migration of all types of chromatophores, while the albino phenotype is due to the dysfunction of enzymes responsible for melanin synthesis (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Albino <italic>A. davidianus</italic> larvae do retain some melanophore and melanin throughout the entire body, particularly in the tail, whereas white and albino <italic>A. mexicanum</italic> are almost devoid of melanin. This suggests that different mechanisms should be expected to underlie the depigmentation phenomenon in <italic>A. davidianus</italic> and <italic>A. mexicanum</italic>.</p>
<p>The decreased transcription of tyrosinases and dopachrome tautomerase observed in the skin could explain the reduced pigmentation in albino <italic>A. davidianus</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Interestingly, the transcriptional change in the brain was even more prominent than that occurring in the skin samples (<xref ref-type="supplementary-material" rid="SF1">
<bold>Figure S2</bold>
</xref>), although the latter contains the largest amount of melanin. In both the brain and the skin tissues, the transcription of an MHC class I gene accounted for the largest fold changes in albino individuals (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>). MHC class I molecules occur on all nucleated cells and present intracellular peptides to killer T cells in order to mediate cellular immunity, including the cytotoxic effect, phagocytosis, and inflammation. MHC class I gene variants are highly polymorphic, and their profiles and expression levels play an important role in autoimmune disorders, infectious diseases, and immunosurveillance (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). In albino <italic>A. davidianus</italic>, the changes in the transcriptional profiles of MHC class I isotypes are consistent with the enrichment of DEGs in autophagy, phagocytosis, autoimmune, and cancer pathways in the brain and skin (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2C, D</bold>
</xref>). Functional enrichment based on DEGs also suggests the potential presence of endocrine disorders in albino individuals. However, this may be a result of autoimmune problems, despite the fact that we cannot exclude the potential role of the endocrine system in causing pigment regression, growth retardation, and increased mortality in albino <italic>A. davidianus</italic>. Overall, our results suggest that the albino phenotype encompasses far more than a pigmentation defect; rather, it represents a systematic problem associated with the immune system. This could explain the concomitant physiological defects, such as malformation, delayed growth, and mortality at early development (<xref ref-type="bibr" rid="B33">33</xref>), as immune activity can be linked to growth and development performance through both resource allocation (<xref ref-type="bibr" rid="B34">34</xref>) and crosstalk between regulation pathways (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>The association between MHC class I and depigmentation has been well established in vitiligo, which is visible in the form of white spots and affects &#x223c;1% of the world&#x2019;s human population. Mounting strands of evidence support the theory that vitiligo is linked to genetic changes in MHC gene regions (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). High-risk MHC class I alleles can present many autoantigens, including some melanocyte proteins, and thus induce autoimmune responses against melanocytes (<xref ref-type="bibr" rid="B36">36</xref>). In addition to the change in antigen specificity produced by variations in coding regions, the altered expression of MHC class I and II genes, caused by genetic variation in adjacent transcriptional regulatory regions, plays an even more important role in the activation of autoimmune responses (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). Albino <italic>A. davidianus</italic> is characterized by an inverse transcriptional change to MHC I isotypes 1 and 2/3. The albino-specific MHC I isotypes 2 and 3 exhibit increased charges and decreased space in their antigen- binding pockets, implying a drastic change in their antigen specificity. Accordingly, this transcriptional shift in MHC I isotypes may explain the depigmentation occurring in albino individuals. This suggests that the albino <italic>A. davidianus</italic>, which has uncovered skin and is readily accessible due to large-scale farming, constitutes a potential animal model for study of the pathogenesis of and therapeutic interventions for vitiligo or other autoimmune diseases.</p>
<p>On this basis, further investigations may focus on the molecular mechanisms underlying the associations between MHC I isotypes and morphological and physiological defects: for example, examining how the expression of MHC I isotypes 2 and 3 affects the autoimmune response and apoptosis in different tissue and cell types. Moreover, it is also important to study the genetic structure, polymorphism, and diversity of the MHC regions of <italic>A. davidianus</italic> at the population level, and to identify the regulatory regions that determine the expression profile of different MHC I isotypes.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>Approximately 0.1% of <italic>A. davidianus</italic> individuals express an albino phenotype accompanied by delayed somatic growth and mortality at early developmental stages. Transcriptional analysis indicated decreased transcription of genes involved in melanin synthesis in the skin in such individuals; however, MHC I genes accounted for the most notable transcriptional changes in the brain and skin. In combination with the enrichment of autophagy, phagocytosis, autoimmune, and cancer pathways by DEGs, our results suggest that the albino phenotype represents a systematic immune problem rather than disorders in melanin synthesis or endocrine regulation of pigmentation. Moreover, albino individuals exhibited shifted transcription of MHC I isotypes, and the albino-specific isotype was characterized by increased charges and decreased space in the antigen- binding pocket, implying a drastic change in antigen specificity and the potential risk of autoimmune disorders. Overall, these results suggest an association between the albino phenotype and MHC I variants in <italic>A. davidianus</italic>, which lends it potential as an animal model for vitiligo or other autoimmune diseases.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Animal Ethical and Welfare Committee of Chengdu Institute of Biology, Chinese Academy of Sciences (permit: CIB20160305).</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>LC and WZ, conceptualization, formal analysis, investigation, methodology, visualization, writing (original draft), manuscript review and editing. JJ, conceptualization, methodology, funding acquisition, manuscript review and editing. All authors gave their final approval for publication and agree to be held accountable for the work reported therein.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded by the Strategic Priority Research Program of the Chinese Academy of Sciences (XDA19050201), Youth Innovation Fund Program of Chengdu Institute of Biology (CAS) (E2B1040001), Construction of Basic Conditions Platform of Sichuan Science and Technology Department (2019JDPT0020), and China Biodiversity Observation Networks (Sino BON&#x2013;Amphibian and Reptile).</p>
</sec>
<sec id="s10" sec-type="acknowledgement">
<title>Acknowledgments</title>
<p>We thank Sheng-Chao Shi for assistance in obtaining photographs and Chun-Lin Zhao for collecting animals.</p>
</sec>
<sec id="s11" 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>
</sec>
<sec id="s12" 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>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fendo.2022.1053732/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fendo.2022.1053732/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SF1" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_2.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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