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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.1025497</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Establishment of <italic>in vitro</italic> regeneration system and molecular analysis of early development of somatic callus in <italic>Capsicum chinense</italic> and <italic>Capsicum baccatum</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Shu</surname>
<given-names>Huangying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1261168"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Chengyao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Altaf</surname>
<given-names>Muhammad Ahsan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1193395"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hao</surname>
<given-names>Yuanyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liao</surname>
<given-names>Daolong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Caichao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Huizhen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cheng</surname>
<given-names>Shanhan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Guopeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1568032"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Zhiwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/717682"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, School of Horticulture, Hainan University</institution>, <addr-line>Haikou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Sanya Nanfan Research Institute, Hainan University</institution>, <addr-line>Sanya</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Hainan Yazhou Bay Seed Laboratory</institution>, <addr-line>Sanya</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Institute of Vegetables, Hainan Province Academy of Agricultural Sciences</institution>, <addr-line>Haikou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Paloma Moncale&#xe1;n, Neiker Tecnalia, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Victor Aguilar-Hern&#xe1;ndez, National Council of Science and Technology (CONACYT), Mexico; Felipe A. V&#xe1;zquez-Flota, Centro de Investigaci&#xf3;n Cient&#xed;fica de Yucat&#xe1;n, Mexico; Sushil Satish Chhapekar, University of Missouri, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhiwei Wang, <email xlink:href="mailto:wangzhiwei@hainanu.edu.cn">wangzhiwei@hainanu.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Development and EvoDevo, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1025497</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>08</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Shu, Zhang, He, Altaf, Hao, Liao, Li, Li, Fu, Cheng, Zhu and Wang</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Shu, Zhang, He, Altaf, Hao, Liao, Li, Li, Fu, Cheng, Zhu and Wang</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>Regeneration is extremely important to pepper genetic development; however, the molecular mechanisms of how the callus reactivates cell proliferation and promotes cell reprogramming remain elusive in pepper. In the present study, <italic>C. baccatum</italic> (HNUCB81 and HNUCB226) and <italic>C. chinense</italic> (HNUCC22 and HNUCC16) were analyzed to reveal callus initiation by <italic>in vitro</italic> regeneration, histology, and transcriptome. We successfully established an efficient <italic>in vitro</italic> regeneration system of two cultivars to monitor the callus induction of differential genotypes, and the regenerated plants were obtained. Compared to <italic>C. chinense</italic>, there was a higher callus induction rate in <italic>C. baccatum</italic>. The phenotype of <italic>C. baccatum</italic> changed significantly and formed vascular tissue faster than <italic>C. chinense</italic>. The KEGG enrichment analysis found that plant hormone transduction and starch and sucrose metabolism pathways were significantly enriched. In addition, we identified that the <italic>WOX7</italic> gene was significantly up-regulated in HNUCB81 and HNUCB226 than that in HNUCC22 and HNUCC16, which may be a potential function in callus formation. These results provided a promising strategy to improve the regeneration and transformation of pepper plants.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Capsicum chinense</italic>
</kwd>
<kwd>
<italic>Capsicum baccatum</italic>
</kwd>
<kwd>somatic callus</kwd>
<kwd>
<italic>in vitro</italic> regeneration transcriptome</kwd>
<kwd>histology</kwd>
<kwd>WGCNA</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content></contract-sponsor>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="14"/>
<word-count count="4819"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>A genetic transformation is an important tool for functional genome research and an effective technique for crop breeding (<xref ref-type="bibr" rid="B1">Altpeter et&#xa0;al., 2016</xref>). The method of plant transformation depends on plant tissue culture <italic>in vitro</italic>, which is an initial step of plant transformation. However, <italic>Capsicum</italic> spp. is a recalcitrant plant that has some obstacles in tissue culture and organ differentiation <italic>in vitro</italic> (<xref ref-type="bibr" rid="B22">Kothari et&#xa0;al., 2010</xref>), which is a major bottleneck in pepper transformation. Therefore, establishing an efficient regeneration system is extremely vital for pepper genetic development.</p>
<p>Plants have a complex physiological and molecular process for dealing with regeneration (<xref ref-type="bibr" rid="B12">Ikeuchi et&#xa0;al., 2013</xref>). Many regulated genes have been extensively characterized, which play an essential role in the regeneration of plants. For example, previous studies revealed that phytohormones play a key role in callus induction, and auxin-related genes are regarded as an important regulator in regeneration, including <italic>Gretchen Hagen 3</italic> (<italic>GH3</italic>), <italic>small auxin upregulated RNA</italic> (<italic>SAUR</italic>), and <italic>Auxin/Indole-3-Acetic Acid</italic> (<italic>AUX/IAA</italic>) (<xref ref-type="bibr" rid="B29">M&#xe9;ndez-Hern&#xe1;ndez et&#xa0;al., 2019</xref>). The transcription factor (TFs) <italic>WUSCHEL</italic> (<italic>WUS</italic>) was strongly expressed in some callus. It was found that overexpression of <italic>WUS</italic> generated callus and somatic embryos in <italic>Arabidopsis.</italic> Moreover, <italic>WUS</italic> interactions with <italic>CLV3</italic> establish a feedback loop between the stem cells (<xref ref-type="bibr" rid="B50">Zuo et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B14">Iwase et&#xa0;al., 2011</xref>). Interestingly, multiple TFs have been postulated involving somatic callus competence, including <italic>LATERAL ORGAN BOUNDARIES DOMAIN</italic> (<italic>LBD</italic>) (<xref ref-type="bibr" rid="B6">Fan et&#xa0;al., 2012</xref>), <italic>WOUND INDUCED DEDIFFERENTIATION1</italic> (<italic>WIND1</italic>), <italic>bud regeneration enhancer 1</italic> (<italic>ESR1</italic>) (<xref ref-type="bibr" rid="B13">Iwase et&#xa0;al., 2017</xref>), <italic>Baby Boom</italic> (<italic>BBM</italic>) (<xref ref-type="bibr" rid="B7">Heidmann et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2022</xref>), and <italic>WUSCHEL RELATED HOMEOBOX (WOX)</italic> (<xref ref-type="bibr" rid="B10">Ikeuchi et&#xa0;al., 2021</xref>). In addition, studies have shown that DNA methylation and histone might be both associated with gene expression, and this mechanism could control cell differentiation and dedifferentiation (<xref ref-type="bibr" rid="B11">Ikeuchi et&#xa0;al., 2015</xref>).</p>
<p>Pepper (<italic>Capsicum</italic> spp.) is one of the most important crops and is widely applied for seasoning, pharmaceuticals, and cosmetics (<xref ref-type="bibr" rid="B22">Kothari et&#xa0;al., 2010</xref>). Pepper is cultivated worldwide because of its superior adaptability (<xref ref-type="bibr" rid="B33">Qin et&#xa0;al., 2014</xref>). The research on the pepper reference genome has accelerated the identification of genes related to important biological processes (<xref ref-type="bibr" rid="B18">Kim et&#xa0;al., 2017</xref>). A large number of studies have been widely performed to optimize the protocol of callus regeneration and transformation of various pepper species (<xref ref-type="bibr" rid="B26">Lee et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B34">Sanatombi and Sharma, 2008</xref>; <xref ref-type="bibr" rid="B35">Sanatombi and Sharma, 2012</xref>). However, as pepper is highly recalcitrant for regeneration and transformation, the underlying mechanism remains unclear. Therefore, it is necessary to reveal the key regulatory network of pepper regeneration.</p>
<p>This study constructed the regeneration system of <italic>C. baccatum</italic> and <italic>C. chinense</italic> and obtained the regenerated plants by <italic>in vitro</italic> regeneration. To find key regulated genes to the phase change of cotyledon petiole explants and callus initiation in pepper, we sought to perform histologically, and transcriptome analysis of four inbred lines with different organogenesis rates. In the process of <italic>in vitro</italic> regeneration, we found a phase transition phenomenon of pepper explants. Besides, we identified some enrichment pathways involved in organogenesis. Several candidate genes were described related to auxin transport, metabolism, and cell development, which have been previously identified to be associated with regeneration. Our findings provide an important molecular framework that supplies in-depth insight into the genetics of pepper regeneration.</p>
</sec>
<sec id="s2" sec-type="results">
<title>Results</title>
<sec id="s2_1">
<title>Establishment of <italic>in vitro</italic> regeneration system by exogenous hormones</title>
<p>6-Benzylaminopurine (6-BA) and 3-Indoleacetic acid (IAA) were applied to detect the optimum concentration of exogenous hormones for somatic callus induction. Cotyledons with petioles of 15-20 days seedlings were used as explants. In media B6 (MS+ 13.32&#xb5;M 6-BA+ 2.85&#xb5;M IAA), the induction rates of HNUCB81 and HNUCB226 were the highest (72.58% and 66.22%), and the best induction media for HNUCC22 and HNUCC16 was B4 (MS+ 13.32&#xb5;M 6-BA+ 0.57&#xb5;M IAA), and the induction rates were 48% and 37%, respectively. Compared with <italic>C. chinense</italic> in the B1 media, <italic>C. baccatum</italic> induction rate was slightly higher (57.89% and 52.86%) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). Furthermore, we induced adventitious buds by supplementing cytokinin TDZ alone, but the induction effect was poor.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Construction of <italic>in vitro</italic> regeneration system. <bold>(A)</bold> callus induction rate, <bold>(B)</bold> elongation induction rate, and <bold>(C)</bold> roots induction rate of the four inbred lines. Abscissa indicated the media name. The regeneration induction growth status of pepper of <bold>(D)</bold> <italic>C. baccatum</italic> (HNUCB81), <bold>(E)</bold> <italic>C. baccatum</italic> (HNUCB226), <bold>(F)</bold> <italic>C. chinense</italic> (HNUCC16), and <bold>(G)</bold> <italic>C. chinense</italic> (HNUCC22), respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g001.tif"/>
</fig>
<p>We further found that the application of 6-BA + IAA with differential GA<sub>3</sub> led to an increased elongation rate. The best elongation induction rates of HNUCC22 and HNUCC16 were 66.78% and 64.61% in E6 media (MS + 13.32&#xb5;M 6-BA + 5.71&#xb5;M IAA + 11.55&#xb5;M GA<sub>3</sub>), respectively. While HNUCB81 and HNUCB 226 could obtain higher elongation induction rates (74.27% and 60%) in media E5 (13.32&#xb5;M 6-BA + 5.71&#xb5;M IAA + 5.78&#xb5;M GA<sub>3</sub>). Besides, a high concentration of 6-BA resulted in a low elongation induction rate (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table S2</bold>
</xref>).</p>
<p>The rooting induction rate of supplemented IAA was the optimum among the four inbred lines. In media R2 (1/2MS + 1.14&#xb5;M IAA), the highest rooting induction rate of the four inbred lines was obtained, which was over 60%. In addition, adding a certain amount of NAA can also induce a good rooting induction rate in <italic>C. chinense</italic>. On the contrary, it could obtain a quite low induction rate in <italic>C. baccatum</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM4">
<bold>Supplementary Table S4</bold>
</xref>). Therefore, we constructed the regeneration systems of two cultivars (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D&#x2013;G</bold>
</xref>). Further studies were carried out through the comparison of different genotypes.</p>
</sec>
<sec id="s2_2">
<title>Phenotypic and histology evaluation of pepper</title>
<p>Compared with elongation and root induction rate, <italic>C. chinense</italic> callus differentiating rate was lower than <italic>C. baccatum</italic>. We investigated the phenotypic differences between <italic>in vitro</italic> plantlets at an early stage. For <italic>C. baccatum</italic> genotypes HNUCB81 and HNUCB226, a few adventitious-like buds could be observed at the cotyledon petiole tip at the S2 stage. Some plantlet-like structures were growing at the S3 stage. HNUCC22 and HNUCC16 produced only some callus and did not format adventitious during the three stages (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phenotypic of pepper callus at three development stages. <bold>(A)</bold> The growth status of the embryonic callus of four genotypes, Bar=2mm; <bold>(B)</bold> The anatomical morphology of callus at different stages. (<bold>tr</bold>: vessels, <bold>pc</bold>. Parenchyma cells, <bold>mcm</bold>: Meristematic cell mass, and <bold>me</bold>: Meristemoid.).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g002.tif"/>
</fig>
<p>To gain insight into the morphological variation of four lines, the histological analysis examined the organogenesis of pepper regeneration. It was found that the differentiation of parenchyma cells near the epidermis was dedifferentiated and restored the ability to divide under the stimulation of phytohormones from <italic>C. baccatum</italic>. Compared with <italic>C. chinense</italic>, the cells of HNUCB81 and HNUCB226 were arranged more densely during the S2 and S3 stages. However, loosely packed with large cellular spaces of HNUCC22 and HNUCC16. Furthermore, we found that the bud primordia produced by pepper tissue culture originated from several layers of parenchyma cells with the callus (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>).</p>
</sec>
<sec id="s2_3">
<title>Transcriptome sequencing of pepper callus</title>
<p>We sequenced the transcriptome of the embryonic callus at three different stages to find out how these regulated genes affect pepper shoot regeneration in the early stages of growth. A total of 36 libraries were established by the transcriptome sequencing of different callus levels of four genotypes and by evaluating the repeatability of the data (<xref ref-type="supplementary-material" rid="SM10">
<bold>Supplementary Figure S1</bold>
</xref>). About 151.89 million clean reads were generated. The average GC content was 42.21%, and the Q30 was ~92.56%. Interestingly, the proportion of 92.68% to 84.03% sequencing reads mapped to the <italic>C. chinense</italic> reference genome, and the remaining reads ranging from 82.25% to 94.07% were uniquely mapped to the four genotypes (<xref ref-type="supplementary-material" rid="SM4">
<bold>Supplementary Table S4</bold>
</xref>).</p>
</sec>
<sec id="s2_4">
<title>Differentially expressed genes of different genotypes</title>
<p>
<italic>C. baccatum</italic> and <italic>C. chinense</italic> demonstrated the greatest differences in S2 and S3; however, they suggested a similar expression profile in the S1 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Four cluster profiles were indicated, including 7, 17442, 9322, and 1027, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Moreover, the Venn diagram showed that the common DEGs were higher than the specific DEGs among four genotypes (<xref ref-type="supplementary-material" rid="SM10">
<bold>Supplementary Figure S2</bold>
</xref>). Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C-F</bold>
</xref> shows several pathways that play a role in callus regeneration, such as phenylpropanoid biosynthesis, flavonoid biosynthesis, starch and sucrose metabolism.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>DEGs between four inbred lines at differential stages. <bold>(A)</bold> Heatmap and cluster analysis expression level of DEGs. <bold>(B)</bold> Magnified regions of 4 subclusters in all DEGs, blue line indicate consensus of each subcluster. <bold>(C-F)</bold> The top 20 KEGG pathway terms for the DEGs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g003.tif"/>
</fig>
</sec>
<sec id="s2_5">
<title>Analysis of co-expressed gene networks</title>
<p>Distributed to twenty-three modules to reveal the correlation between the genes at different stages based on the matrix set as soft-thresholding power =10 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). The modules were presented in a hierarchical clustering dendrogram, in which different colors indicate different modules; each branch represents an individual gene (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). After filtering. lightcyan, lightyellow, and midnightblue modules were identified, which showed high-association specificity in S2 or S3 (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4C, D</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Weight-gene co-expression network analysis of pepper callus regeneration. <bold>(A)</bold> Soft-threshold of pepper callus regeneration. <bold>(B)</bold> Hierarchical clustering presents 23 modules having co-expressed genes. <bold>(C)</bold> Hierarchical cluster dendrogram of eigengenes. <bold>(D)</bold> Heatmap presents the relationship between the module and developmental stages. Red indicated a positive correlation and blue indicates a negative correlation. The heat map indicates gene expression of DEGs in the lightcyan module <bold>(E)</bold>, lightyellow module <bold>(F)</bold>, and midnightblue module <bold>(G)</bold>. The scale shows FPKM values.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g004.tif"/>
</fig>
<p>Most of the selected somatic regeneration-related genes were significantly up-regulated with a higher organogenesis rate at S2 and S3 (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E-G</bold>
</xref>). <italic>HOX20</italic> was specifically expressed in HNUCB81 but not expressed in the S1 stage. <italic>WOX7</italic> was mainly expressed in HNUCB81 and HNUCB226 at S3 but not in S1. <italic>AAE2</italic> and <italic>SPL10</italic> were specifically expressed in <italic>C. baccatum</italic> at the S3, and the highest expression was found in HNUCB226 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4F</bold>
</xref>). <italic>IAA16</italic> was specifically at the S1 but had lower expression at the S3 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4G</bold>
</xref>
<bold>)</bold>. A total of 200, 107, and 230 genes were included in three modules, respectively (<xref ref-type="supplementary-material" rid="SM5">
<bold>Supplementary Table S5</bold>
</xref>). The 26 genes that are called &#x201c;hub genes&#x201d; were shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> as part of the study.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Gene network and candidate genes. Heat map showing the relative FPKM of each gene from lightcyan module (<italic>r</italic>
<sup>2</sup> = 0.92, <italic>p</italic> =2e-05) <bold>(A)</bold>, lightyellow module (<italic>r</italic>
<sup>2</sup> = 0.89, <italic>p</italic> =3e-04) <bold>(B)</bold>, and midnightblue module (<italic>r</italic>
<sup>2</sup> = 0.91, <italic>p</italic> =4e-05) <bold>(C)</bold>. The correlation network of the hub gene of lightcyan module <bold>(D)</bold>, lightyellow module <bold>(E)</bold>, and midnightblue module <bold>(F)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g005.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Information of hub genes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Module</th>
<th valign="top" align="center">Gene name</th>
<th valign="top" align="center">kWithin</th>
<th valign="top" align="center">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">ABCB7</td>
<td valign="top" align="center">75.44</td>
<td valign="top" align="left">ABC transporter B family member 7</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">CCCH</td>
<td valign="top" align="center">72.44</td>
<td valign="top" align="left">Zinc finger CCCH domain-containing protein 49</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">PKL1</td>
<td valign="top" align="center">72.07</td>
<td valign="top" align="left">Leucine-rich repeat receptor-like protein kinase PXL1</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">GRF7</td>
<td valign="top" align="center">70.56</td>
<td valign="top" align="left">Growth-regulating factor 7</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">GDSL</td>
<td valign="top" align="center">69.34</td>
<td valign="top" align="left">GDSL esterase/lipase</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">PRE4</td>
<td valign="top" align="center">68.68</td>
<td valign="top" align="left">Transcription factor PRE4</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">FSP</td>
<td valign="top" align="center">67.19</td>
<td valign="top" align="left">Fruit-specific protein</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">CER1</td>
<td valign="top" align="center">65.68</td>
<td valign="top" align="left">Protein CER1-like 1</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">SAUR20</td>
<td valign="top" align="center">54.63</td>
<td valign="top" align="left">Auxin-responsive protein 20</td>
</tr>
<tr>
<td valign="top" align="left">lightcyan</td>
<td valign="top" align="left">ARG7</td>
<td valign="top" align="center">32.99</td>
<td valign="top" align="left">Indole-3-acetic acid-induced protein 7</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">AAE2</td>
<td valign="top" align="center">37.99</td>
<td valign="top" align="left">putative acyl-activating enzyme 2</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">SPL10</td>
<td valign="top" align="center">34.24</td>
<td valign="top" align="left">Squamosa promoter-binding-like protein 10</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">nsLTPs</td>
<td valign="top" align="center">33.65</td>
<td valign="top" align="left">Non-specific lipid-transfer protein</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">TCP1</td>
<td valign="top" align="center">32.55</td>
<td valign="top" align="left">Transcription factor TCP1</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">WOX7</td>
<td valign="top" align="center">31.81</td>
<td valign="top" align="left">WUSCHEL-related homeobox 7</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">MIF1</td>
<td valign="top" align="center">31.058</td>
<td valign="top" align="left">Mini zinc finger protein 1</td>
</tr>
<tr>
<td valign="top" align="left">lightyellow</td>
<td valign="top" align="left">ACP</td>
<td valign="top" align="center">30.42</td>
<td valign="top" align="left">Acyl-[acyl-carrier-protein] desaturase</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">OCTN2</td>
<td valign="top" align="center">78.03</td>
<td valign="top" align="left">Organic cation/carnitine transporter 2</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">OCTN4</td>
<td valign="top" align="center">75.79</td>
<td valign="top" align="left">Organic cation/carnitine transporter 4</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">IAA17</td>
<td valign="top" align="center">74.33</td>
<td valign="top" align="left">Auxin-responsive protein 17</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">DPA</td>
<td valign="top" align="center">72.67</td>
<td valign="top" align="left">Transcription factor-like protein DPA</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">Nramp5</td>
<td valign="top" align="center">72.15</td>
<td valign="top" align="left">Metal transporter Nramp5</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">WRKY28</td>
<td valign="top" align="center">71.63</td>
<td valign="top" align="left">putative WRKY transcription factor 28</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">KT10</td>
<td valign="top" align="center">68.38</td>
<td valign="top" align="left">Potassium transporter 10</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">SWEET14</td>
<td valign="top" align="center">67.62</td>
<td valign="top" align="left">Bidirectional sugar transporter SWEET14</td>
</tr>
<tr>
<td valign="top" align="left">midnightblue</td>
<td valign="top" align="left">TSJT1</td>
<td valign="top" align="center">65.39</td>
<td valign="top" align="left">Stem-specific protein TSJT1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_6">
<title>Enrichment analysis of co-expression</title>
<p>We conducted KEGG on three modules. Interestingly, plant hormone signal transduction and starch and sucrose metabolism were significantly enriched (<xref ref-type="supplementary-material" rid="SM6">
<bold>Supplementary Table S6</bold>
</xref>). In the plant hormone signal transduction pathways, five DEGs were up-regulated in HNUCB81_S3 but down-regulated in HNUCC22_S3 and HNUCC16_S3 of the lightcyan module, which all belong to the auxin-inducible TF family (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). A total of four and two DEGs were involved in the starch and sucrose metabolism pathway between the lightcyan and lightyellow module, and all of the genes were up-regulated in <italic>C. baccatum</italic> at the S3. However, the results of the midnightblue module are inconsistent with the other two modules, suggesting that these pathways may not have been activated at the S2 (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). Furthermore, Gene Ontology (GO) describes the molecular and biological functions of the genes involved in regeneration. DEGs were distributed in the molecular function (MF), cellular component (CC), and biological process (BP) categories, respectively (<xref ref-type="supplementary-material" rid="SM3">
<bold>Supplementary Figure S3</bold></xref> and <xref ref-type="supplementary-material" rid="SM7"><bold>Supplementary Table S7</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Pepper regeneration candidate DEGs in plant hormone signal transduction pathway. <bold>(A)</bold> lightcyan module, <bold>(B)</bold> lightyellow module, and <bold>(C)</bold> midnightblue module. The columns in the heatmap were displayed as HNUCB81_S3 <italic>vs</italic> HNUCC22_S3, HNUCB81_ S3 <italic>vs</italic> HNUCC16_ S3, HNUCB226_S3 <italic>vs</italic> HNUCC22_S3, HNUCB226_S3 <italic>vs</italic> HNUCC16_S3, HNUCB81_S3 <italic>vs</italic> HNUCB81_S2, HNUCB226_S3 <italic>vs</italic> HNUCB226_S2, HNUCC22_S3 <italic>vs</italic> HNUCC22_S2, and HNUCC16_S3 <italic>vs</italic> HNUCC16_ S2 of pepper regeneration from left to right, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Pepper regeneration candidate DEGs in starch and sucrose metabolism pathway. <bold>(A)</bold> lightcyan module, <bold>(B)</bold> lightyellow module, and <bold>(C)</bold> midnightblue module. The columns in the heatmap were displayed as HNUCB81_S3 <italic>vs</italic> HNUCC22_S3, HNUCB81_S3 vs HNUCC16_S3, HNUCB226_ S3 <italic>vs</italic> HNUCC22_S3, HNUCB226_S3 <italic>vs</italic> HNUCC16_S3, HNUCB81_S3 <italic>vs</italic> HNUCB81_S2, HNUCB226_S3 <italic>vs</italic> HNUCB226_S2, HNUCC22_S3 <italic>vs</italic> HNUCC22_S2, and HNUCC16_S3 <italic>vs</italic> HNUCC16_ S2 of pepper regeneration from left to right, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g007.tif"/>
</fig>
</sec>
<sec id="s2_7">
<title>TFs involved in callus induction</title>
<p>Previous studies have indicated that TFs play a key role in callus formation by regulating cell differentiation and proliferation (<xref ref-type="bibr" rid="B9">Ikeuchi et&#xa0;al., 2019</xref>). We further analyzed the TFs between four inbred lines; 737, 156, 116, and 610 TFs were identified in HNUCC22, HNUCC16, HNUCB81, and HNUCB226 between S2 and S3, respectively. Pkinase, p450, NB-ARC, WRKY, LRRNT_2, HLH, and MYB TFs account for a large proportion (<xref ref-type="supplementary-material" rid="SM8">
<bold>Supplementary Table S8</bold>
</xref>).</p>
</sec>
<sec id="s2_8">
<title>Validation of DEGs expression by qRT-PCR</title>
<p>To validate the transcriptome sequencing data, 9 DEGs involved in enrichment pathways were selected for qRT-PCR. The results suggested that the expression patterns of qRT-PCR were the same as those of RNA-seq data, revealing that the RNA-seq data is reliable (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Correlation between qRT-PCR and RNA-seq based on differentially expressed genes of enrichment pathways at three differentiation stages. HNUCC22, HNUCC16, HNUCB81, and HNUCC226 are represented from left to right at three stages, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1025497-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="discussion">
<title>Discussion</title>
<p>Pepper is a highly genotype-dependent, and recalcitrant plant, which leads to the development of <italic>in vitro</italic> regeneration system being relatively slow. Traditional breeding methods are being gradually updated. Plant biotechnology, including tissue culture and genetic engineering, is gradually becoming an important breeding method to promote the improvement of pepper breeding. It is well known that several genes are involved in explant regeneration, including <italic>WOX</italic>, <italic>BBM</italic>, <italic>LEC</italic>, and <italic>WUS</italic> (<xref ref-type="bibr" rid="B48">Zhao et&#xa0;al., 2022</xref>). Our results indicated that phytohormones play an important role in callus formation by regulating the expression of regeneration-related genes. In addition, WGCNA analysis identified many genes linked to plant hormone regulation, which has a positive correlation with cell differentiation. This study illustrated how pepper conveys a diverse range of signals to regulate the early regeneration process in pepper.</p>
<sec id="s3_1">
<title>Study on regeneration system of pepper <italic>in vitro</italic>
</title>
<p>Auxin and cytokinin regulate cell division, callus differentiation, and somatic embryogenesis (<xref ref-type="bibr" rid="B32">Pinto et&#xa0;al., 2011</xref>). It was reported that the percentage of bud-forming explants was the highest under the induction of 3.4 &#xb5;M TDZ (<xref ref-type="bibr" rid="B36">Santanabuzzy et&#xa0;al., 2005</xref>). Venkataiah reported that the highest induction rate was obtained for <italic>C. baccatum</italic> when supplemented with 2,4-D and Kinetin (<xref ref-type="bibr" rid="B39">Venkataiah et&#xa0;al., 2016</xref>). This study constructed the <italic>in vitro</italic> regeneration systems of four inbred lines of pepper. <italic>C. chinense</italic> and <italic>C. baccatum</italic> somatic callus were produced in the presence of 6-BA and IAA. However, there are distinct differences between the two cultivated species. Our results showed that supplementation with GA<sub>3</sub> markedly promoted elongation, but the higher levels of 6-BA inhibited the induction of elongation. Furthermore, we observed that the application of IAA significantly increased the induction of roots in <italic>C. chinense</italic>. In the induction media of 1.07&#xb5;M IAA, the ability of pepper to induce rooting was the most significant. These results laid the foundation for genetic transformation and molecular-assisted breeding of pepper.</p>
</sec>
<sec id="s3_2">
<title>Plant hormone&#x2019;s effects on pepper regeneration</title>
<p>Previous studies have reported that plant hormones regulate many aspects of plant growth and development (<xref ref-type="bibr" rid="B38">Su et&#xa0;al., 2011</xref>). Auxin, ethylene, and abscisic acid (ABA) hormones are considered to play a positive role in organogenesis and regeneration (<xref ref-type="bibr" rid="B29">M&#xe9;ndez-Hern&#xe1;ndez et&#xa0;al., 2019</xref>). The auxin biosynthesis-related gene <italic>AtSAUR36</italic> has been linked to plant cell expansion (<xref ref-type="bibr" rid="B8">Hou et&#xa0;al., 2013</xref>). A recent study revealed that <italic>ZmSAUR15</italic> has an adverse effect on the embryogenic callus (ECs) formation of maize (<xref ref-type="bibr" rid="B41">Wang Y. et&#xa0;al., 2021</xref>). Our study demonstrated that the plant hormone transduction and biosynthesis genes were involved in the process of pepper regeneration potential. We found that most of the auxin-related genes were up-regulated in <italic>C. baccatum</italic> but down-regulated in <italic>C. chinense</italic>, indicating that auxin transduction was the key factor of callus regeneration. Moreover, we performed qRT-PCR, showing that the expression of <italic>GH3.6</italic> (<italic>BC332_20033</italic>) and <italic>SAUR67</italic> (<italic>BC332_29560</italic>) increased dramatically at S3, suggesting that these auxin-related genes could enhance pepper&#x2019;s to promote plant cell division and differentiation. Furthermore, previous studies revealed that <italic>IAA</italic> might interact with different ARFs, resulting in transcriptional inhibition or activation (<xref ref-type="bibr" rid="B37">Su et&#xa0;al., 2014</xref>). These results show that the callus induction process is based on the synergistic effect of phytohormones.</p>
</sec>
<sec id="s3_3">
<title>Analysis of starch and sucrose metabolism in callus induction</title>
<p>Sucrose is the main carbohydrate supplement in the culture media. It plays an important role as an energy source and osmosis in the process of organogenesis (<xref ref-type="bibr" rid="B40">Verma and Dougall, 1977</xref>; <xref ref-type="bibr" rid="B5">Cui et&#xa0;al., 2019</xref>). Moreover, the correlation between starch metabolism and shoot regeneration has been reported in rice (<xref ref-type="bibr" rid="B24">Lee and Huang, 2013</xref>; <xref ref-type="bibr" rid="B25">Lee and Huang, 2014</xref>) and sorghum (<xref ref-type="bibr" rid="B49">Zhou et&#xa0;al., 2021</xref>). Previous studies indicated that SWEET13 and SWEET14 proteins were linked to sugar transport and involved in gibberellin-mediated physiological processes at the seedling stage of <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B16">Kanno et&#xa0;al., 2016</xref>). In the present study, <italic>SWEET14</italic> was identified as a hub gene in the network. It may be related to the sucrose metabolic pathway. Furthermore, the majority of genes regulated by starch and sucrose were up-regulated in HNUCB81 and HNUCB226 compared with HNUCC22 and HNUCC16. The results revealed that <italic>C. baccatum</italic> expression was significantly higher than <italic>C. chinense</italic> during S2 and S3. The findings suggest that these genes may regulate the metabolism of starch and sucrose and play a key role in the process of regeneration.</p>
</sec>
<sec id="s3_4">
<title>Roles of <italic>WOX</italic> gene in the regeneration of pepper</title>
<p>
<italic>WOX</italic> family genes are important in a variety of processes, ranging from callus formation to organ development (<xref ref-type="bibr" rid="B19">Kim et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B42">Wang C. et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B43">Willoughby and Nimchuk, 2021</xref>). It was reported that <italic>WOX2</italic> and <italic>WOX8</italic>/9 were involved in differentiation and somatic embryogenesis (<xref ref-type="bibr" rid="B30">Palovaara et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B48">Zhao et&#xa0;al., 2022</xref>). Based on the activity of <italic>WIND1</italic>, <italic>WOX13</italic> was rapidly induced, which is a key regulator of callus formation (<xref ref-type="bibr" rid="B10">Ikeuchi et&#xa0;al., 2021</xref>). In addition, previous studies found that <italic>WOX7</italic> inhibited lateral root initiation and primordium growth (<xref ref-type="bibr" rid="B21">Kong et&#xa0;al., 2016</xref>). In contrast, we have shown rapid increases in <italic>WOX7</italic> expression in <italic>C. baccatum</italic> lines between S2 and S3 but it is down-regulated in <italic>C. chinense</italic> lines. Interestingly, <italic>WOX7</italic> was a significant expression within the WGCNA module, consistent with RT-qPCR. It was also found that <italic>WOX</italic> genes were up-regulated in the high-regeneration lines of maize (<xref ref-type="bibr" rid="B47">Zhang et&#xa0;al., 2019</xref>). These results demonstrated that <italic>WOX</italic> could reflect a positive function in regeneration.</p>
</sec>
<sec id="s3_5">
<title>Hub genes involved in regeneration</title>
<p>Several hub genes have been identified <italic>via</italic> network analysis that may be key regulating factors in regeneration. Previous studies have indicated that some WRKY genes induce callus of papaya and <italic>Panax ginseng</italic> (<xref ref-type="bibr" rid="B15">Jamaluddin et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B44">Yang et&#xa0;al., 2020</xref>). Moreover, WRKY genes may upregulate callus formation in bread wheat (<xref ref-type="bibr" rid="B4">Chu et&#xa0;al., 2017</xref>). In our study, WRKY TFs were up-regulated between HNUCB226_S3 <italic>vs</italic> HNUCB226_S2, but there was no significant expression in <italic>C. chinense</italic>. These results revealed that WRKY TFs play an important role in the process of regeneration.</p>
<p>Furthermore, several callus-related genes, including <italic>GRF, GDSL, TSJT1</italic>, and <italic>CCCH</italic>, have been identified as being associated with dedifferentiation (<xref ref-type="bibr" rid="B46">Zhang et&#xa0;al., 2022</xref>). Our results indicated that these hub genes were highly expressed in HNUCB81 and HNUCB226, but without fluctuation in <italic>C. chinense</italic>. In addition, it is reported that the ABC transport family mediates the transport of auxin in roots to promote basipetal transport (<xref ref-type="bibr" rid="B20">Ko et&#xa0;al., 2014</xref>). Interestingly, we identified a hub gene for <italic>ABCB7</italic> in the lightcyan module, suggesting its essential role in initial callus induction.</p>
</sec>
</sec>
<sec id="s4">
<title>Conclusion</title>
<p>A comprehensive understanding of the genes associated with pepper callus development will help to understand the process of pepper regeneration. In the present study, we successfully established an efficient <italic>in vitro</italic> regeneration system in two cultivars to monitor callus induction in differential genotypes. In addition, we performed histology and transcriptome analysis of the pepper regeneration and demonstrated a high correlation between somatic callus induction and plant hormone pathway and starch and sucrose metabolism pathways. This study provides novel information for the induction of regeneration and will have great potential for transgenic plants or molecular-assisted breeding of pepper.</p>
</sec>
<sec id="s5" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s5_1">
<title>Plant materials and construction of regeneration</title>
<p>We kept <italic>Capsicum baccatum</italic> (HNUCB81 and HNUCB226) and <italic>Capsicum chinense</italic> (HNUCC22 and HNUCC16) on bud induction media (B1-B12), which was supplemented with 4.44 - 22.2&#xb5;M (6-BA) and 0.57 - 2.85&#xb5;M IAA (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). We also kept on the plant elongation media (E1-E12), which was supplemented with 13.32 &#x2013; 22.2&#xb5;M (6-BA) + 2.85-5.71&#xb5;M IAA + 0 &#x2013; 11.55&#xb5;M GA<sub>3</sub> (<xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table S2</bold>
</xref>), rooting media (R1-R6) supplemented with 0.57 - 2.85&#xb5;M IAA or 0.54 - 2.69&#xb5;M NAA mg &#xb7; L<sup>&#x2212;1</sup> (<xref ref-type="supplementary-material" rid="SM3">
<bold>Supplementary Table S3</bold>
</xref>). MS media including 6 g/L agar and 30g/L sucrose (Hopebio, Qingdao) and phytohormone (Sigma, St. Louis, MO, USA). Each treatment contained at least 30 explants derived from petiole of cotyledons of sterile seedling aged 15-20 days (0.5-1cm in length). All media were adjusted to pH 5.8 and then autoclaved at 116&#xb0;C for 30 minutes. The explants were inoculated on B media for 15-20&#xa0;d to get the plantlets, and after elongation incubated in E media to proliferate buds, and was transplanted to R media to induct roots. All of the explants were cultured in MS media at 24 &#xb1; 2&#xb0;C with 16&#xa0;h light/d for differentiation at Hainan University. All experiments were repeated three times. The measurement of data was calculated with the equation: percentage of callus induction: Callus induction (%) = No. of Callus/No. of explants &#xd7;100%; Plantlets induction (%) = No. of plantlets/No. of Callus &#xd7;100%; Rooting induction (%) = No. of rooting plants/No. of plantlets &#xd7;100%. Statistical analysis was done using IBM SPSS (v26). The significance of the difference between the mean values was tested using Duncan&#x2019;s multiple range test (P &#x2264; 0.05). The results are indicated as mean &#xb1; standard error of three duplications.</p>
</sec>
<sec id="s5_2">
<title>Histological analysis</title>
<p>Based on the regeneration results, we collected early differentiated callus supplemented with 13.32&#xb5;M 6-BA+ 2.85&#xb5;M IAA at three different stages, including S1 (1-3d), S2 (4-6d), and S3 (7-9d). The callus tissues were collected in a 50% FAA solution. After fixation, the slices were dehydrated successively with xylene and ethanol. After that, the slices were dyed in Safranin O-Fast Green staining solution. Moreover, slices were placed in clean xylene and stuck tissue slices with neutral balm (Servicebio, Wuhan). Finally, the slices were observed and photographed under the microscope (Nikon Eclipse E100 and Nikon DS-U3). Triplicate biological replicates for each sample.</p>
</sec>
<sec id="s5_3">
<title>Sequencing and mapping analysis</title>
<p>We selected explants with normal development (No contamination and browning) for mixed sampling at three early development stages, including S1 (1-3d), S2 (4-6d), and S3 (7-9d). Total RNA was isolated with Trizol Reagents (Thermo Fisher Scientific, Shanghai, China). Thirty-six non-directional libraries were produced using the NEBNext<sup>&#xae;</sup> Ultra&#x2122; RNA Library Prep Kit for Illumina<sup>&#xae;</sup> (NEB, United States) and were sequenced on the Illumina Novaseq platform. Clean reads were obtained by filtering low-quality reads and aligned to the <italic>C. chinense</italic> reference genome (<uri xlink:href="https://www.ncbi.nlm.nih.gov/genome/?term=Capsicum+chinense">https://www.ncbi.nlm.nih.gov/genome/?term=Capsicum+chinense</uri>) using HISAT2 (v.2.0.5) (<xref ref-type="bibr" rid="B17">Kim et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s5_4">
<title>Differential gene expression statistics</title>
<p>The fragments per kilo-base of exon per million fragments mapped (FPKM) was to estimate the transcript expression level of all samples, which was calculated by StringTie (v1.3.3b) (<xref ref-type="bibr" rid="B31">Pertea et&#xa0;al., 2016</xref>). Significantly differential expression genes (DEGs) were identified by DESeq2 R package (v1.20.0) (<xref ref-type="bibr" rid="B27">Love et&#xa0;al., 2014</xref>) with a threshold included |log2 (Foldchange)| &gt; 1 and <italic>p</italic>-adjust &lt; 0.05. The Venn diagram of the DEGs was created using Jvenn (<xref ref-type="bibr" rid="B2">Bardou et&#xa0;al., 2014</xref>), and the heat map was plotted using the R package of pheatmap.</p>
</sec>
<sec id="s5_5">
<title>Annotation and functional classification</title>
<p>Differential expression genes enrichment analysis of Gene Ontology (GO) was applied by GOseq (v1.22) software (<xref ref-type="bibr" rid="B45">Young et&#xa0;al., 2010</xref>). The setting parameter is that the <italic>p-</italic> adjust &lt; 0.05. Various metabolic pathways were identified based on the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. The enrichment analysis of DEGs was calculated by KOBAS 2.0 software (<xref ref-type="bibr" rid="B28">Mao et&#xa0;al., 2005</xref>). <italic>p-</italic>adjust &lt; 0.05 was distributed to be significantly enriched in KEGG.</p>
</sec>
<sec id="s5_6">
<title>WGCNA gene coexpression network</title>
<p>WGCNA is applied to analyze gene expression patterns in different samples to obtain gene modules with similar expression patterns (<xref ref-type="bibr" rid="B23">Langfelder and Horvath, 2008</xref>). In this WGCNA network, the soft power was selected at 10 (<italic>R</italic>
<sup>2 =</sup> 0.8), mergeCutHeight was set as &gt; 0.75, and minModuleSize was set as &gt; 30. WGCNA network was constructed by WGCNA in the R package and the genes from each module were visualized using Cytoscape (v3.8.0).</p>
</sec>
<sec id="s5_7">
<title>Quantitative real-time PCR validation</title>
<p>Total RNA was subjected to reverse transcription using Hiscript III RT SuperMix for qPCR (Vazyme Biotech, China), and qPCR was analyzed using SYBR qPCR Master Mix (Vazyme Biotech, China). The amplification program was based on the standard protocol of the Applied Biosystems QuantStudio 1 Real-Time PCR Instrument (Thermo Fisher Scientific, USA), as follows 95&#xb0;C for 10&#xa0;min, 40 cycles of 95&#xb0;C for 15s, and 60&#xb0;C for 10s, and thermal denaturation step is then performed to generate a melting curve to verify the amplification specificity. The primers were designed by primer 5 (v5.0) that were listed in <xref ref-type="supplementary-material" rid="SM9">
<bold>Supplementary Table S9</bold>
</xref>.</p>
</sec>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found here: NCBI, PRJNA790105.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>For research articles: Conceptualization, ZW, HS; methodology and validation, HS; investigation, YZ, CH, MA, YH, DL, LL, CL, FH, SC, and GZ; writing&#x2014;original draft preparation, HS; supervision, ZW. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by a grant from the Project of the Administrative Bureau of Sanya Yazhou Bay Science and Technology City (HNF202210), the Major Science and Technology Plan of Hainan Province (ZDKJ2021010) and the National Key Research and Development Program of China (2018YFD1000800).</p>
</sec>
<sec id="s9" sec-type="acknowledgment">
<title>Acknowledgments</title>
<p>We thank Dr. Muhammad Ali Mumtaz and Dr. Sunjeet Kumar from School of Horticulture for their suggestions on the manuscript.</p>
</sec>
<sec id="s10" 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="s11" 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="s12" 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/fpls.2022.1025497/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.1025497/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xlsx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_5.xlsx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_6.xlsx" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_7.xlsx" id="SM7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_8.xlsx" id="SM8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_9.xlsx" id="SM9" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM10" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Altpeter</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Springer</surname> <given-names>N. M.</given-names>
</name>
<name>
<surname>Bartley</surname> <given-names>L. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Advancing crop transformation in the era of genome editing</article-title>. <source>Plant Cell</source> <volume>28</volume>, <fpage>1510</fpage>&#x2013;<lpage>1520</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.16.00196</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bardou</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Mariette</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Escudi&#xe9;</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Jvenn: An interactive Venn diagram viewer</article-title>. <source>BMC Bioinf.</source> <volume>15</volume>, <elocation-id>293</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2105-15-293</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Tomes</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Gleave</surname> <given-names>A. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Significant improvement of apple (<italic>Malus domestica</italic> borkh.) transgenic plant production by pre-transformation with a baby boom transcription factor</article-title>. <source>Hortic. Res.</source> <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/hr/uhab014</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>
<italic>De novo</italic> assembly and comparative analysis of the transcriptome of embryogenic callus formation in bread wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>BMC Plant Biol.</source> <volume>17</volume>, <fpage>244</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-017-1204-2</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Response of carbon and nitrogen metabolism and secondary metabolites to drought stress and salt stress in plants</article-title>. <source>J. Plant Biol.</source> <volume>62</volume>, <fpage>387</fpage>&#x2013;<lpage>399</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12374-019-0257-1</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>LATERAL ORGAN BOUNDARIES DOMAIN transcription factors direct callus formation in <italic>Arabidopsis</italic> regeneration</article-title>. <source>Cell Res.</source> <volume>22</volume>, <fpage>1169</fpage>&#x2013;<lpage>1180</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/cr.2012.63</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heidmann</surname> <given-names>I.</given-names>
</name>
<name>
<surname>de Lange</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Lambalk</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Efficient sweet pepper transformation mediated by the BABY BOOM transcription factor</article-title>. <source>Plant Cell Rep.</source> <volume>30</volume>, <fpage>1107</fpage>&#x2013;<lpage>1115</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00299-011-1018-x</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hou</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Gan</surname> <given-names>S. S.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>SAUR36, a small auxin up RNA gene, is involved in the promotion of leaf senescence in <italic>Arabidopsis</italic>
</article-title>. <source>Plant Physiol.</source> <volume>161</volume>, <fpage>1002</fpage>&#x2013;<lpage>1009</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.112.212787</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ikeuchi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Favero</surname> <given-names>D. S.</given-names>
</name>
<name>
<surname>Sakamoto</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Molecular mechanisms of plant regeneration</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>70</volume>, <fpage>377</fpage>&#x2013;<lpage>406</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-arplant-050718-100434</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ikeuchi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Iwase</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Wound-inducible WUSCHEL RELATED HOMEOBOX 13 is required for callus growth and organ reconnection</article-title>. <source>Plant Physiol</source> <volume>188</volume>, <page-range>425&#x2013;441</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/plphys/kiab510</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ikeuchi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Iwase</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Sugimoto</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Control of plant cell differentiation by histone modification and DNA methylation</article-title>. <source>Curr. Opin. Plant Biol.</source> <volume>28</volume>, <fpage>60</fpage>&#x2013;<lpage>67</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pbi.2015.09.004</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ikeuchi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sugimoto</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Iwase</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Plant callus: mechanisms of induction and repression</article-title>. <source>Plant Cell</source> <volume>25</volume>, <fpage>3159</fpage>&#x2013;<lpage>3173</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.113.116053</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iwase</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Harashima</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ikeuchi</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>WIND1 promotes shoot regeneration through transcriptional activation of ENHANCER OF SHOOT REGENERATION1 in <italic>Arabidopsis</italic>
</article-title>. <source>Plant Cell</source> <volume>29</volume>, <fpage>54</fpage>&#x2013;<lpage>69</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.16.00623</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iwase</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mitsuda</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Koyama</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>The AP2/ERF transcription factor WIND1 controls cell dedifferentiation in <italic>Arabidopsis</italic>
</article-title>. <source>Curr. Biol.</source> <volume>21</volume>, <fpage>508</fpage>&#x2013;<lpage>514</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cub.2011.02.020</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jamaluddin</surname> <given-names>N. D.</given-names>
</name>
<name>
<surname>Mohd Noor</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Goh</surname> <given-names>H. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genome-wide transcriptome profiling of <italic>Carica papaya</italic> l. embryogenic callus</article-title>. <source>Physiol. Mol. Biol. Plants</source> <volume>23</volume>, <fpage>357</fpage>&#x2013;<lpage>368</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12298-017-0429-8</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kanno</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Oikawa</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Chiba</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>AtSWEET13 and AtSWEET14 regulate gibberellin-mediated physiological processes</article-title>. <source>Nat. Commun.</source> <volume>7</volume>, <elocation-id>13245</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms13245</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Langmead</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Salzberg</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>HISAT: A fast spliced aligner with low memory requirements</article-title>. <source>Nat. Methods</source> <volume>12</volume>, <fpage>357</fpage>&#x2013;<lpage>360</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nmeth.3317</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Park</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Yeom</surname> <given-names>S. I.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>New reference genome sequences of hot pepper reveal the massive evolution of plant disease-resistance genes by retroduplication</article-title>. <source>Genome Biol.</source> <volume>18</volume>, <fpage>210</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-017-1341-9</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Forner</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Epigenetic reprogramming by histone acetyltransferase HAG1/AtGCN5 is required for pluripotency acquisition in <italic>Arabidopsis</italic>
</article-title>. <source>EMBO J.</source> <volume>37</volume>, <elocation-id>e98726</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.15252/embj.201798726</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ko</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Kiba</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Arabidopsis ABCG14 is essential for the root-to-shoot translocation of cytokinin</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>111</volume>, <fpage>7150</fpage>&#x2013;<lpage>7155</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1321519111</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kong</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The WUSCHEL related homeobox protein WOX7 regulates the sugar response of lateral root development in <italic>Arabidopsis thaliana</italic>
</article-title>. <source>Mol. Plant</source> <volume>9</volume>, <fpage>261</fpage>&#x2013;<lpage>270</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molp.2015.11.006</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kothari</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Joshi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kachhwaha</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Chilli peppers&#x2013;a review on tissue culture and transgenesis</article-title>. <source>Biotechnol. Adv.</source> <volume>28</volume>, <fpage>35</fpage>&#x2013;<lpage>48</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biotechadv.2009.08.005</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langfelder</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Horvath</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>WGCNA: An r package for weighted correlation network analysis</article-title>. <source>BMC Bioinf.</source> <volume>9</volume>, <elocation-id>559</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2105-9-559</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>S. T.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>W. L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Cytokinin, auxin, and abscisic acid affects sucrose metabolism conduce to <italic>de novo</italic> shoot organogenesis in rice (<italic>Oryza sativa</italic> l.) callus</article-title>. <source>Bot. Stud.</source> <volume>54</volume>, <elocation-id>5</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1999-3110-54-5</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>S. T.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>W. L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Osmotic stress stimulates shoot organogenesis in callus of rice (<italic>Oryza sativa</italic> l.) <italic>via</italic> auxin signaling and carbohydrate metabolism regulation</article-title>. <source>Plant Growth Regul.</source> <volume>73</volume>, <fpage>193</fpage>&#x2013;<lpage>204</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10725-013-9880-x</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>Y. H.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>J. Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2004</year>). <article-title>A new selection method for pepper transformation: callus-mediated shoot formation</article-title>. <source>Plant Cell Rep.</source> <volume>23</volume>, <fpage>50</fpage>&#x2013;<lpage>58</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00299-004-0791-1</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Love</surname> <given-names>M. I.</given-names>
</name>
<name>
<surname>Huber</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Anders</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2</article-title>. <source>Genome Biol.</source> <volume>15</volume>, <elocation-id>550</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-014-0550-8</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mao</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Olyarchuk</surname> <given-names>J. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Automated genome annotation and pathway identification using the KEGG orthology (KO) as a controlled vocabulary</article-title>. <source>Bioinformatics</source> <volume>21</volume>, <fpage>3787</fpage>&#x2013;<lpage>3793</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/bioinformatics/bti430</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>M&#xe9;ndez-Hern&#xe1;ndez</surname> <given-names>H. A.</given-names>
</name>
<name>
<surname>Ledezma-Rodr&#xed;guez</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Avilez-Montalvo</surname> <given-names>R. N.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Signaling overview of plant somatic embryogenesis</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2019.00077</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palovaara</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Hallberg</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Stasolla</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Comparative expression pattern analysis of WUSCHEL-related homeobox 2 (WOX2) and WOX8/9 in developing seeds and somatic embryos of the gymnosperm <italic>Picea abies</italic>
</article-title>. <source>New Phytol.</source> <volume>188</volume>, <fpage>122</fpage>&#x2013;<lpage>135</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1469-8137.2010.03336.x</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pertea</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Pertea</surname> <given-names>G. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Transcript-level expression analysis of RNA-seq experiments with HISAT, StringTie and ballgown</article-title>. <source>Nat. Protoc.</source> <volume>11</volume>, <fpage>1650</fpage>&#x2013;<lpage>1667</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nprot.2016.095</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pinto</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Almeida</surname> <given-names>A.</given-names>
</name>
<name>
<surname>R&#xea;go</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Somatic embryogenesis from mature zygotic embryos of commercial passionfruit (<italic>Passiflora edulis sims</italic>) genotypes</article-title>. <source>Plant Cell Tiss. Org.</source> <volume>107</volume>, <fpage>521</fpage>&#x2013;<lpage>530</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11240-011-0003-y</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qin</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Whole-genome sequencing of cultivated and wild peppers provides insights into <italic>Capsicum</italic> domestication and specialization</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>111</volume>, <fpage>5135</fpage>&#x2013;<lpage>5140</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1400975111</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanatombi</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>G. J.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>
<italic>In vitro</italic> plant regeneration in six cultivars of <italic>Capsicum</italic> spp. using different explants</article-title>. <source>Biol. Plantarum</source> <volume>52</volume>, <fpage>141</fpage>&#x2013;<lpage>145</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10535-008-0029-0</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanatombi</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>G. J.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>
<italic>In vitro</italic> regeneration of <italic>Capsicum chinense</italic> jacq</article-title>. <source>Curr. Trends Biotechnol. Pharm.</source> <volume>6</volume>, <fpage>66</fpage>&#x2013;<lpage>72</lpage>.</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santanabuzzy</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Cantoflick</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Barahonaperez</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Regeneration of habanero pepper <italic>(Capsicum chinense</italic> jacq.) <italic>via</italic> organogenesis</article-title>. <source>HortScience</source> <volume>40</volume>, <fpage>1829</fpage>&#x2013;<lpage>1831</lpage>. doi: <pub-id pub-id-type="doi">10.21273/HORTSCI.40.6.1829</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bassa</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Audran</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>The auxin sl-IAA17 transcriptional repressor controls fruit size <italic>via</italic> the regulation of endoreduplication-related cell expansion</article-title>. <source>Plant Cell Physiol.</source> <volume>55</volume>, <fpage>1969</fpage>&#x2013;<lpage>1976</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/pcp/pcu124</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su</surname> <given-names>Y. H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y. B.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X. S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Auxin-cytokinin interaction regulates meristem development</article-title>. <source>Mol. Plant</source> <volume>4</volume>, <fpage>616</fpage>&#x2013;<lpage>625</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/mp/ssr007</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venkataiah</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Bhanuprakash</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Suman Kalyan</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Somatic embryogenesis and plant regeneration of <italic>Capsicum baccatum</italic> l</article-title>. <source>J. Genet. Eng. Biotechnol.</source> <volume>14</volume>, <fpage>55</fpage>&#x2013;<lpage>60</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jgeb.2016.02.001</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Verma</surname> <given-names>D. C.</given-names>
</name>
<name>
<surname>Dougall</surname> <given-names>D. K.</given-names>
</name>
</person-group> (<year>1977</year>). <article-title>Influence of carbohydrates on quantitative aspects of growth and embryo formation in wild carrot suspension cultures</article-title>. <source>Plant Physiol.</source> <volume>59</volume>, <fpage>81</fpage>&#x2013;<lpage>85</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.59.1.81</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>He</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Long</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Genetic variations in ZmSAUR15 contribute to the formation of immature embryo-derived embryonic calluses in maize</article-title>. <source>Plant J</source> <volume>109</volume>:<page-range>980&#x2013;991</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/tpj.15609</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>B.</given-names>
</name>
<name>
<surname>He</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>The WOX family transcriptional regulator SlLAM1 controls compound leaf and floral organ development in <italic>Solanum lycopersicum</italic>
</article-title>. <source>J. Exp. Bot.</source> <volume>72</volume>, <fpage>1822</fpage>&#x2013;<lpage>1835</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/eraa574</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Willoughby</surname> <given-names>A. C.</given-names>
</name>
<name>
<surname>Nimchuk</surname> <given-names>Z. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>WOX going on: CLE peptides in plant development</article-title>. <source>Curr. Opin. Plant Biol.</source> <volume>63</volume>, <elocation-id>102056</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pbi.2021.102056</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Functional characterization of a WRKY family gene involved in somatic embryogenesis in panax ginseng</article-title>. <source>Protoplasma</source> <volume>257</volume>, <fpage>449</fpage>&#x2013;<lpage>458</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00709-019-01455-2</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Young</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Wakefield</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Smyth</surname> <given-names>G. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Gene ontology analysis for RNA-seq: accounting for selection bias</article-title>. <source>Genome Biol.</source> <volume>11</volume>, <fpage>R14</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/gb-2010-11-2-r14</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Gene expression programs during callus development in tissue culture of two eucalyptus species</article-title>. <source>BMC Plant Biol.</source> <volume>22</volume>, <elocation-id>1</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-021-03391-x</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Transcriptome sequencing analysis of maize embryonic callus during early redifferentiation</article-title>. <source>BMC Genomics</source> <volume>20</volume>, <fpage>159</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12864-019-5506-7</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Qi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Transcriptomic and physiological analysis identifies a gene network module highly associated with brassinosteroid regulation in hybrid sweetgum tissues differing in the capability of somatic embryogenesis</article-title>. <source>Hortic. Res.</source> <volume>9</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/hr/uhab047</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Transcriptome sequencing analysis of sorghum callus with various regeneration capacities</article-title>. <source>Planta</source> <volume>254</volume>, <fpage>33</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00425-021-03683-4</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zuo</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>Q. W.</given-names>
</name>
<name>
<surname>Frugis</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2002</year>). <article-title>The WUSCHEL gene promotes vegetative-to-embryonic transition in <italic>Arabidopsis</italic>
</article-title>. <source>Plant J.</source> <volume>30</volume>, <fpage>349</fpage>&#x2013;<lpage>359</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1365-313x.2002.01289.x</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>