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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.2025.1514703</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>Functional characterization in <italic>Chimonobambusa utilis</italic> reveals the role of <italic>bHLH</italic> gene family in bamboo sheath color variation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tong</surname>
<given-names>Long</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>
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<contrib contrib-type="author">
<name>
<surname>Zeng</surname>
<given-names>Qingping</given-names>
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<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Yuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yanjie</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hongyan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Lijie</given-names>
</name>
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<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Xia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Smart Agriculture, Chongqing University of Arts and Sciences</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Bamboo Research Institute, Chongqing Academy of Forestry</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>International Centre for Bamboo and Rattan, Chinese Academy of Forestry</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Research Institute of Subtropical Forestry, Chinese Academy of Forestry</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Gursharn Singh Randhawa, Sardar Bhagwan Singh Post Graduate Institute of Biomedical Science and Research, India</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Kashmir Singh, Panjab University, India</p>
<p>Sarvajeet Singh Gill, Maharshi Dayanand University, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xia Liu, <email xlink:href="mailto:liuxiavip8@163.com">liuxiavip8@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1514703</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Tong, Zeng, Guo, Li, Li, Chen and Liu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Tong, Zeng, Guo, Li, Li, Chen and Liu</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>Introduction</title>
<p>The basic helix-loop-helix (bHLH) proteins are a large family of transcription factors that are essential to physiology, metabolism, and development. However, the available information is limited about the <italic>bHLH</italic> gene family in <italic>Chimonobambusa utilis</italic>, which is widely cultivated in China because of its high-quality and economic value. <italic>C. utilis</italic> cultivars exhibit five natural color variations in their shoot sheaths, but the molecular mechanism behind this color diversity remains unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>
<italic>De novo</italic> assembly was employed to obtain gene sequences. To identify pathways related to color formation, GO enrichment analysis was performed on the 44,255 functionally annotated unigenes.</p>
</sec>
<sec>
<title>Results</title>
<p>The transcriptomic analysis of <italic>C. utilis</italic> yielded a total of 195,977 transcripts and 75,137 unigenes after removing redundancy. The enrichment results revealed that four pathways were most strongly associated with color formation. Phylogenetic, conserved motif, and protein&#x2013;protein interaction analyses, along with qRT&#x2013;PCR validation, confirmed <italic>CubHLH17</italic>'s role in red sheath color.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This research not only deepens insights into the functional roles of <italic>CubHLH</italic> genes but also lays the foundation for genetic improvement of bamboo species. We suggest that these findings will contribute to both scientific research and commercial bamboo cultivation through gene editing technology in the future.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Chimonobambusa utilis</italic>
</kwd>
<kwd>anthocyanin</kwd>
<kwd>bHLH gene family</kwd>
<kwd>qRT-PCR</kwd>
<kwd>protein interaction network</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="13"/>
<word-count count="5695"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Systems and Synthetic Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>China has rich bamboo germplasm resources and a large bamboo industry with more than 500 species and the bamboo forest area of more than 7 million hectares. China is a major producer and exporter of bamboo shoots (<xref ref-type="bibr" rid="B55">Yu et&#xa0;al., 2023</xref>). <italic>Chimonobambusa utilis</italic> (Keng) P.C. Keng (family Poaceae), a famous bamboo species having high economic value, is mainly distributed in the Jinfo Mountain (Nanchuan district, Chongqing) of China. This species has gradually formed a population with five different shoot sheath colors and relatively stable genetic traits during a long evolutionary process (<xref ref-type="bibr" rid="B51">Yang et&#xa0;al., 2022</xref>). <italic>C. utilis</italic> bamboo shoots, being tasty and crisp, and having rich fiber, high amino acid content, and vibrant colors, are known as the &#x201c;king of bamboo shoots.&#x201d; Because of their high quality, these shoots are preferred by consumers in both domestic and foreign lands (<xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B51">Yang et&#xa0;al., 2022</xref>). Bamboo shoot sheaths, a distinguishing characteristic of bamboo species, protect the young bamboo shoots and significantly influence their growth and quality. The color of bamboo shoots is a key agronomic characteristic that directly affects price and market competitiveness (<xref ref-type="bibr" rid="B44">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B55">Yu et&#xa0;al., 2023</xref>).</p>
<p>The basic helix&#x2013;loop&#x2013;helix (bHLH) transcription factors constitute the second largest family in plants, and together with MYB and WD40, they regulate the biosynthesis of anthocyanins (<xref ref-type="bibr" rid="B54">Yu et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B56">Zhai et&#xa0;al., 2024</xref>) and participate in diverse physiological and biochemical processes in plants, including secondary metabolite biosynthesis, signal transduction, growth and development, and responses to biotic and abiotic stresses (<xref ref-type="bibr" rid="B31">Makkena and Lamb, 2013</xref>; <xref ref-type="bibr" rid="B37">Song et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2017</xref>). The bHLH domain consists of approximately 50&#x2013;60 amino acids with two functionally distinct regions: a basic region and a HLH region (<xref ref-type="bibr" rid="B21">Ke et&#xa0;al., 2020</xref>). The basic region, located at the N-terminus, comprises approximately 17 amino acids (<xref ref-type="bibr" rid="B33">Murre et&#xa0;al., 1989</xref>; <xref ref-type="bibr" rid="B11">Feller et&#xa0;al., 2011</xref>). The HLH region includes two amphipathic helices made up of hydrophobic residues connected by a variable loop, which serves as a dimerization domain (<xref ref-type="bibr" rid="B1">Alsamman et&#xa0;al., 2023</xref>). Anthocyanins are pigments that determine the color of plant leaves or flowers (<xref ref-type="bibr" rid="B39">Streisfeld and Kohn, 2005</xref>; <xref ref-type="bibr" rid="B8">Cooley and Willis, 2009</xref>). The bHLH transcription factor was first discovered in maize, where it was found to be involved in anthocyanin biosynthesis (<xref ref-type="bibr" rid="B30">Ludwig et&#xa0;al., 1989</xref>). Subsequent studies have reported that bHLH transcription factors are involved in the biosynthesis of anthocyanin in various plants such as cherry (<xref ref-type="bibr" rid="B45">Wang et&#xa0;al., 2019</xref>), kiwifruit (<xref ref-type="bibr" rid="B22">Li, 2021</xref>), grape (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2021a</xref>), colored-leaf poplar (<italic>Populus deltoides</italic>) (<xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2022</xref>), and pear (<xref ref-type="bibr" rid="B17">Han et&#xa0;al., 2023</xref>). Four <italic>CcBHLH</italic> genes in <italic>Cinnamomum camphora</italic> were identified as potentially involved in anthocyanin biosynthesis (<xref ref-type="bibr" rid="B13">Gong et&#xa0;al., 2023</xref>). The <italic>CmBHLH2</italic> gene was identified in chrysanthemum and is positively correlated with anthocyanin content, and its upregulation of <italic>CmDFR</italic> promotes anthocyanin accumulation (<xref ref-type="bibr" rid="B49">Xiang et&#xa0;al., 2015</xref>). Although the <italic>bHLH</italic> gene family has been reported in several species, it has not yet been studied in bamboo (<italic>C. utilis</italic>).</p>
<p>High-throughput sequencing technologies and a growing number of molecular tools have made it possible to accurately identify genes associated with plant organ coloration and to understand the developmental mechanisms in detail. In this study, we employed <italic>de novo</italic> assembly to obtain the gene sequences of <italic>C. utilis</italic>. Gene Ontology (GO) enrichment analysis was performed on all unigenes, and genes enriched in color-related pathways were selected for differential expression analysis. Potential <italic>CubHLH</italic> candidates associated with color variation were identified based on transcriptome data analysis. Moreover, the physicochemical properties, protein structures, subcellular localization, protein&#x2013;protein interaction network, and phylogenetic relationships of the <italic>bHLH</italic> family members were analyzed. Finally, candidate <italic>CubHLH17</italic> genes related to bamboo sheath color variation were identified via qRT-PCR. These studies not only increase our understanding of the functions of the <italic>CubHLH</italic> gene family but also provide important scientific insights for bamboo genetic improvement and industrial applications, such as aesthetic appeal, quality, and market value, thereby contributing to both scientific research and commercial bamboo cultivation.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant materials and RNA-seq</title>
<p>We selected <italic>C. utilis</italic>, which has five sheath colors: red, green, brown, yellow, and black. For ease of description, we simplified the cultivar names and used the following abbreviations: black-sheath cultivar, Bsh; brown-sheath cultivar, Brsh; red-sheath cultivar, Rsh; green-sheath cultivar, Gsh; and yellow-sheath cultivar, Ysh. Bamboo sheath samples were collected from Jinfo Mountain, Nanchuan District, Chongqing, China (29.012040&#xb0; N, 107.195879&#xb0; E), where the plant grows at an altitude of 2,129 m. On 19 September 2022, bamboo shoots of varying sheath colors were collected approximately 20 cm above the ground. The outermost layer of the sheath was removed, and the sheath material was cut approximately 5 cm from the tip of the bamboo shoot with scissors. The five bamboo sheath colors of <italic>C. utilis</italic> were collected with three biological replicates (15 samples in total). Fresh sheaths sampled for transcriptome sequencing quickly placed in liquid nitrogen containers and then stored in the laboratory at &#x2212;80&#xb0;C until RNA extraction. Total RNA was extracted using TRIzol reagent (Invitrogen, Waltham, USA). The purity of total RNA was assessed using electrophoresis in a 1.2% agarose gel and then verified based on absorbance values (260 nm/280 nm &gt;1.8) using a Nanodrop 2000 Instrument (Thermo Fisher Scientific Inc., USA). An Agilent 2100 bioanalyzer (Agilent Technologies, Palo Alto, CA, USA) was used to assess RNA integrity. High-quality RNAs were subsequently subjected to high-throughput sequencing on the Illumina HiSeq 2500 platform.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>
<italic>De novo</italic> transcriptome assembly</title>
<p>The NGS QC Toolkit (<ext-link ext-link-type="uri" xlink:href="http://www.nipgr.res.in/ngsqctoolkit.html">http://www.nipgr.res.in/ngsqctoolkit.html</ext-link>) (<xref ref-type="bibr" rid="B35">Patel and Jain, 2012</xref>) was utilized to filter the raw data before assembly, and the adaptor sequences, reads with N ratios greater than 5%, and low-quality reads were removed. Finally, clean, high-quality reads were obtained. Trinity software v2.11.0 (<xref ref-type="bibr" rid="B15">Grabherr et&#xa0;al., 2011</xref>) was used for <italic>de novo</italic> assembly to generate transcripts and unigenes. Functional annotations and protein domain predictions were performed by aligning against the Nr, Swiss-Prot, GO, COG/KOG, KEGG, and Pfam databases using BLASTP and HMMER v3.3.2 (<xref ref-type="bibr" rid="B32">Mistry et&#xa0;al., 2013</xref>). Pearson correlation coefficients were calculated to assess the repetitiveness among samples, and a correlation heatmap was generated.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>GO enrichment, differential gene expression analysis, and conserved motif analysis of the <italic>CubHLHs</italic>
</title>
<p>Gene Ontology (GO) enrichment analysis of the unigenes was performed using the GO database (<ext-link ext-link-type="uri" xlink:href="http://www.geneontology.org">http://www.geneontology.org</ext-link>). GO enrichment analysis was conducted using the clusterProfiler v4.0 R package (<xref ref-type="bibr" rid="B47">Wu et&#xa0;al., 2021</xref>). The significance of each GO term was evaluated using Fisher&#x2019;s test, and the p-value was adjusted for multiple hypothesis testing with the Benjamini&#x2212;Hochberg method. GO terms with an adjusted p-value &#x2264; 0.05 were considered significantly enriched. WEGO software (<xref ref-type="bibr" rid="B53">Ye et&#xa0;al., 2006</xref>) was used to visualize the GO classifications of all unigenes. The DESeq2 R package v1.16.1 (<xref ref-type="bibr" rid="B29">Love et&#xa0;al., 2014</xref>) was used to analyze differential expression between the two groups, with differentially expressed genes identified based on FDR-adjusted p-value &lt; 0.01 and log2-fold change &#x2265; 2. Conserved motif analysis of the <italic>CubHLH</italic> gene family was conducted using the online tool MEME (<ext-link ext-link-type="uri" xlink:href="https://meme-suite.org/meme/">https://meme-suite.org/meme/</ext-link>), and the motifs were visualized in TBtools (<xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Identification of the <italic>CubHLH</italic> gene family</title>
<p>We downloaded the sequence of bHLH proteins in <italic>Arabidopsis</italic> from the PlantTFDB v4.0 database (<xref ref-type="bibr" rid="B20">Jin et&#xa0;al., 2017</xref>). The profile hidden Markov models (HMMs) of the DNA-binding domains for the <italic>bHLH</italic> gene family (PF00010) were downloaded from the Pfam database (<ext-link ext-link-type="uri" xlink:href="http://pfam-legacy.xfam.org/">http://pfam-legacy.xfam.org/</ext-link>) and searched against the <italic>C. utilis</italic> protein sequence using HMMER (<xref ref-type="bibr" rid="B12">Finn et&#xa0;al., 2011</xref>) to identify candidate <italic>bHLH</italic> genes of <italic>C. utilis</italic>. The E-value cutoff was set to 10<sup>&#x2212;5</sup>. To verify the reliability of the BLAST and HMMER intersection results, the completeness of the candidate gene domains was then checked using the Conserved Domain Database (CDD) from NCBI (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Physicochemical properties and subcellular localization prediction of the <italic>CubHLH</italic> gene family</title>
<p>The physicochemical properties of the <italic>CubHLH</italic> gene family, including amino acid number, molecular weight, and isoelectric point were analyzed using TBtools (<xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2020</xref>). The subcellular localization of the <italic>CubHLH</italic> gene family was predicted using the Plant mPLoc tool (<ext-link ext-link-type="uri" xlink:href="http://www.csbio.sjtu.edu.cn/bioinf/plant-multi/">http://www.csbio.sjtu.edu.cn/bioinf/plant-multi/</ext-link>). Additionally, the secondary and tertiary structures of the <italic>C. utilis</italic> bHLH family proteins were predicted using the SOPMA online tool (<ext-link ext-link-type="uri" xlink:href="https://npsa-prabi.ibcp.fr/cgi-bin/npsa_automat.pl?page=npsa_sopma.html">https://npsa-prabi.ibcp.fr/cgi-bin/npsa_automat.pl?page=npsa_sopma.html</ext-link>).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Sequence alignment, phylogenetic relationships, and prediction of the protein&#x2013;protein interaction network of <italic>CubHLHs</italic>
</title>
<p>Sequence alignment was carried out with MUSCLE. A phylogenetic tree of the <italic>CubHLH</italic> gene family was constructed using MEGA v7.0 (<xref ref-type="bibr" rid="B16">Hall, 2013</xref>) with the maximum likelihood (ML) method, and bootstrap analysis was set to 1,000 replicates. The protein&#x2013;protein interaction networks were constructed for the identified <italic>CubHLH</italic> candidate genes using the online tool STRING v11.5 (<ext-link ext-link-type="uri" xlink:href="https://string-db.org/">https://string-db.org/</ext-link>), with <italic>A. thaliana</italic> selected as the reference species model and a confidence interaction score &#x2265;0.7.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Expression profile analysis of <italic>CubHLHs</italic>
</title>
<p>The RNA sequencing reads were aligned to the unigene library using Bowtie2 v2.4.4. Using the R script, the average expression of <italic>C. utilis</italic> genes in different color bamboo shoot sheaths was calculated based on normalized expression (fragments per kilobase per million mapped reads, FPKM), and RSEM (<xref ref-type="bibr" rid="B24">Li and Dewey, 2011</xref>) was used to estimate gene expression levels and then obtain the FPKM values. A heatmap was created using TBtools (<xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>qRT-PCR analysis</title>
<p>Complementary DNA (cDNA) was synthesized using the Synthesis SuperMix for qPCR (One-Step gDNA Remover) Kit (Wuhan Servicebio Technology Co., Ltd., Wuhan, China). qRT-PCR was performed using 2&#xd7;Universal Blue SYBR Green qPCR Master Mix (Wuhan Servicebio Technology Co., Ltd., Wuhan, China) in a 20-&#x3bc;L reaction volume on a CFX Connect Real-Time PCR Detection System (Bio-Rad). The primers were designed using Primer v5.0 software. The <italic>TIP41</italic> (Tonoplasm Intrinsic Protein 41) gene was used as an internal reference gene and was obtained from a previous report (<xref ref-type="bibr" rid="B10">Fan et&#xa0;al., 2013</xref>). <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref> lists the primers used in qRT-PCR. The 2<sup>&#x2212;&#x394;&#x394;CT</sup> method (<xref ref-type="bibr" rid="B28">Livak and Schmittgen, 2001</xref>) was employed to calculate the relative expression level of the candidate gene, and the expression levels of green bamboo shoot sheaths were used as the reference control. All qRT-PCR experiments were conducted with three biological replicates.</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Statistical analysis</title>
<p>Statistical analysis of the bamboo sheath samples was performed in Excel 2021 using Student&#x2019;s <italic>t</italic>-tests (<italic>p</italic> &lt; 0.05). Statistical significance was determined via GraphPad Prism v9.5.1, and the data are presented as the mean &#xb1; standard error (SE). GraphPad Prism was used to generate the figures.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>RNA-Seq analysis and <italic>de novo</italic> assembly</title>
<p>Upon visual inspection, the color differences among the five bamboo varieties were obvious (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). High-throughput sequencing was performed with three biological replicates for each of the
15 samples. A total of 131.38 Gb of clean data were obtained, with at least 7.68 Gb per sample. The
GC content ranged between 46% and 49%, with no N bases detected, indicating data integrity (<xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table S2</bold>
</xref>). The Q20 values for all samples exceeded 96%, the Q30 base percentage was 91.27% or higher, and the cycle Q20 reached 100% in each sample, indicating excellent sequencing quality and minimal impact from sequencing cycles. After <italic>de novo</italic> assembly using high-quality reads, we obtained 195,977 transcripts and 75,137 unigenes after removing redundancy. The N50 value is an important indicator of assembly quality, reflecting the length continuity and integrity of a sequence. The results of this study showed that the N50 value of the transcripts was 1,704, and the N50 value of the unigenes was 1,370, indicating good assembly quality and suitability for subsequent analysis.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The phenotypes of different shoot sheaths color in <italic>Chimonobambusa utilis</italic>. Bsh represents black sheaths, Brsh represents brown sheaths, Rsh represents red sheaths, Gsh represents green sheaths, and Ysh represents yellow sheaths.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g001.tif"/>
</fig>
<p>The unigenes were comprehensively annotated using multiple databases, including Nr, Swiss-Prot, GO, COG, KOG, and KEGG. The results indicated that 44,255 unigenes were successfully annotated with functional information. Additionally, protein domains within these unigenes were identified via alignment using the Pfam database and HMMER software, providing an essential basis for further investigations into gene functions and metabolic pathways. Pearson&#x2019;s correlation coefficients revealed that a strong correlation between biological replicates within each group and showed that the samples were highly reproducible, particularly the correlation coefficient for the black-sheath (Bsh) and the brown-sheath (Brsh) samples, which was close to 0.92 (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1</bold>
</xref>), indicating a high degree of consistency among the samples. The correlation coefficients for the yellow-sheath (Ysh) and red-sheath (Rsh) samples were 0.85 and 0.88 (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1</bold>
</xref>), respectively, further confirming the reliability of the data. No significant batch effects or experimental biases were observed.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>GO enrichment analysis</title>
<p>To identify pathways related to color, GO enrichment analysis was performed on the 44,255 functionally annotated unigenes. The enrichment results revealed that four pathways were most strongly associated with color (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Pigmentation is a pathway that is directly related to color and involves the production, distribution, and deposition of pigments (<xref ref-type="bibr" rid="B42">Todesco et&#xa0;al., 2022</xref>). The transporter activity pathway is the site where pigment molecules are synthesized and accumulate. The genes in this pathway may be involved in regulating the spatial distribution of pigments (<xref ref-type="bibr" rid="B46">Wiriyasermkul et&#xa0;al., 2020</xref>). The third pathway, the catalytic activity pathway, may be enriched with genes encoding enzymes that catalyze pigment synthesis and are the core steps involved in regulating pigment synthesis (<xref ref-type="bibr" rid="B58">Zhang et&#xa0;al., 2022</xref>). Finally, the metabolic process pathway is enriched with genes related to the synthesis of secondary metabolites (such as flavonoids and anthocyanins), which determine color presentation (<xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2021b</xref>). Focusing on the above core pathways, which included a total of 13,854 genes, we effectively located genes related to color.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The results of GO enrichment analysis. The x-axis indicates the categories, with blue representing enrichment in cellular component, red representing enrichment in molecular function, and green representing enrichment in biological process. The y-axis represents the percentage of enriched items.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Differential gene expression analysis based on GO</title>
<p>Differential expression analysis showed that a total of 4,185 genes were affected, of which 2,175 genes were upregulated and 2,010 genes were downregulated (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Further filtering of the differential gene expression analysis identified 168 significantly differentially expressed genes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). There were obvious differences in the expression of these genes among the different samples. For example, <italic>TRINITY_DN9650_c0_g1</italic> showed extremely high expression levels in the Rsh sample, whereas expression was not detected in the Brsh group. It is speculated that this gene may be involved in the biosynthetic pathway or pigment formation mechanism related to the coloration of the Rsh group. The expression of the <italic>TRINITY_DN4362_c0_g1</italic> gene in the Ysh sample was significantly upregulated compared with that in the Gsh sample, indicating that it may play an important role in the biological processes or metabolic pathways of the Ysh group. Additionally, the expression of <italic>TRINITY_DN23972_c0_g1</italic> showed a similar trend, indicating its potential function in specific physiological activities of the Ysh sample. In contrast, some genes exhibited significant downregulation trends between different color groups. For example, <italic>TRINITY_DN19324_c0_g2</italic> showed high expression in the Gsh sample and almost no expression in the Rsh group, indicating that this gene may play a specific role in the biological process of the Gsh sample. The <italic>TRINITY_DN22383_c0_g1</italic> gene was significantly downregulated in the Rsh group compared with that of the Brsh group (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), further highlighting the considerable differences in gene expression between these different sheath color samples.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Differential gene analysis. <bold>(A)</bold> Visualization of the differential analysis based on the GO enrichment results of unigenes, where red indicates upregulation and blue indicates downregulation. The x-axis represents different groups in the differential analysis, and the y-axis represents the specific number of significant differential results. <bold>(B)</bold> Differential analysis of <italic>CubHLH</italic> gene family members, where red indicates upregulation and blue indicates downregulation. The x-axis represents different groups in the differential analysis, and the y-axis represents the specific number of significant differential results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The heatmap of 168 significantly differentially expressed genes. The expression levels decrease gradually from red to blue. Each row represents the expression level of each gene across different samples. The scale bar indicates the log2-transformed FPKM values.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Identification, physicochemical property analysis, and differential expression analysis of the <italic>CubHLH</italic> gene family</title>
<p>Based on the protein database from the <italic>C. utilis</italic> transcriptome data, candidate
genes were screened using the hmmbuild and hmmsearch tools in HMMER. The sequences were then submitted to NCBI for validation via batch CD-Search. After sequences with incomplete domains or those lacking the bHLH domain were manually removed, a total of 44 <italic>CubHLH</italic> gene family members were identified and designated <italic>CubHLH1</italic> to <italic>CubHLH44</italic> (<xref ref-type="supplementary-material" rid="SM3">
<bold>Supplementary Table S3</bold>
</xref>). The specific corresponding original IDs can be found in <xref
ref-type="supplementary-material" rid="SM4">
<bold>Supplementary Table S4</bold>
</xref>. Physicochemical property analysis revealed that the amino acid lengths of the
<italic>CubHLH</italic> gene family ranged from 100 to 618 amino acids, with molecular weights ranging from 10,777.15 to 67,522.22 Da (<xref ref-type="supplementary-material" rid="SM5">
<bold>Supplementary Table S5</bold>
</xref>). The isoelectric points (pIs) ranged from 4.61 to 10.46 (<xref
ref-type="supplementary-material" rid="SM5">
<bold>Supplementary Table S5</bold>
</xref>). There were 30 proteins with pIs &gt; 7 and 14 with pIs &lt; 7, which indicates that 30 of
these proteins are basic amino acids and 14 are acidic amino acids. The instability index ranged from 34.12 to 88.18, and the aliphatic index was between 52.96 and 103.7. The grand average of hydropathy values (GRAVY) of the <italic>CubHLH</italic> gene family was negative (<xref ref-type="supplementary-material" rid="SM5">
<bold>Supplementary Table S5</bold>
</xref>), indicating that the <italic>Cub</italic>HLH family proteins are hydrophilic. Subcellular localization prediction of <italic>CubHLH</italic> gene family members showed that, with the exception of CubHLH37, which is located in the chloroplast, the remaining 43 genes were all localized in the nucleus (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>). Using the SOPMA online tool to predict the secondary structure of the <italic>CubHLH</italic> gene family proteins (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2</bold>
</xref>) revealed that the &#x3b1;-helix content ranged from 16.98% to 42.5%, the extended strand
content ranged from 1.8% to 15%, and the &#x3b2;-sheet content ranged from 0.75% to 11%, with CubHLH30 lacking a &#x3b2;-sheet. The random coil content ranged from 30.18% to 70.11% (<xref ref-type="supplementary-material" rid="SM6">
<bold>Supplementary Table S6</bold>
</xref>).</p>
<p>To investigate the potential role of the <italic>bHLH</italic> gene family in the color formation of <italic>C. utilis</italic> bamboo shoot sheaths, differential expression analysis was performed on all candidate genes. Differentially expressed genes were analyzed between bamboo shoot sheath samples of different colors (Bsh, Gsh, Brsh, Ysh, and Rsh). A pairwise comparison was conducted, resulting in a total of 10 groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S7</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The results showed that no significant differentially expressed genes were identified
between the Ysh and Brsh groups. However, <italic>CubHLH3</italic>, <italic>CubHLH4</italic>, and <italic>CubHLH27</italic> may play a role in the positive regulation of pigment synthesis in different bamboo sheath color samples. Notably, the <italic>CubHLH3</italic> and <italic>CubHLH4</italic> genes were upregulated in multiple groups, whereas the <italic>CubHLH27</italic> gene was specifically upregulated in the Bsh samples (<xref ref-type="supplementary-material" rid="SM7">
<bold>Supplementary Table S7</bold>
</xref>) and is potentially related to the accumulation of black pigments. Conversely, the <italic>CubHLH1</italic>, <italic>CubHLH2</italic>, <italic>CubHLH7</italic>, <italic>CubHLH22</italic>, and <italic>CubHLH41</italic>genes, which are downregulated, may negatively regulate color expression by inhibiting certain pigment biosynthesis pathways. The <italic>CubHLH7</italic> gene was downregulated in multiple groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S7</bold>
</xref>), suggesting that it may suppress the expression of nonblack pigments in black bamboo shoot
sheath samples. In addition, <italic>CubHLH31</italic> and <italic>CubHLH30</italic> showed a dual pattern of upregulation and downregulation in different comparison groups (<xref ref-type="supplementary-material" rid="SM7">
<bold>Supplementary Table S7</bold>
</xref>). We speculate that these genes may balance the synthesis and degradation of pigments through complex tissue-specific or developmental stage-specific regulatory mechanisms, ultimately affecting the color diversity of the bamboo shoot sheath and the development of bamboo sheath color.</p>
<p>The results of the physicochemical property analysis revealed that most of the upregulated genes
have isoelectric points primarily in the neutral to slightly acidic range, have moderate molecular weights, and possess negative hydropathy indices, indicating that they are hydrophilic proteins. These proteins likely exert their transcriptional regulatory functions by binding to other proteins or DNA. The <italic>CubHLH7</italic> gene, which is downregulated in multiple groups, was found to have a relatively high isoelectric point and is also a hydrophilic protein, which is consistent with its localization in the nucleus (<xref ref-type="supplementary-material" rid="SM5">
<bold>Supplementary Table S5</bold>
</xref>). Therefore, based on the differential expression and physicochemical property analyses, it can be inferred that the upregulated <italic>CubHLH</italic> gene family members promote pigment synthesis primarily through their transcriptional regulatory functions in the nucleus, whereas downregulated genes such as <italic>CubHLH7</italic> may negatively regulate color expression by inhibiting specific pigment biosynthesis pathways. These findings suggest that the <italic>CubHLH</italic> gene family plays a complex regulatory role in the development of shoot sheath color in bamboo.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Motif prediction and expression patterns of <italic>CubHLH</italic> genes</title>
<p>Conserved motif prediction and visualization analysis were performed on the 44 <italic>CubHLH</italic> gene family members (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). A total of 10 motifs, designated motif1 to motif10, were identified. Each gene contained 1&#x2013;5 motifs, among which motif 1 and motif 2 were the most numerous and were located primarily at the N-terminus (5&#x2032; end) of the protein. Specifically, motif 1 was present in 40 <italic>CubHLH</italic> genes, and motif 2 was found in 38 <italic>CubHLH</italic> genes. <italic>CubHLH3</italic>, <italic>CubHLH9</italic>, <italic>CubHLH15</italic>, and <italic>CubHLH26</italic> contained only motif 2, whereas <italic>CubHLH6</italic>, <italic>CubHLH11</italic>, <italic>CubHLH19</italic>, <italic>CubHLH37</italic>, and <italic>CubHLH38</italic> contained only motif 1. Some motifs existed only in specific genes, such as motif 4, which was present only in <italic>CubHLH13</italic> and <italic>CubHLH43</italic> of the vIIb subfamily. These specific motifs may confer unique functions to genes. Within the same evolutionary subgroup, most genes exhibited similar conserved motif compositions, suggesting that they may share similar biological functions. For example, <italic>CubHLH21</italic>, <italic>CubHLH34</italic>, and <italic>CubHLH41</italic> from the vIIIc subfamily all contained motifs 1, 2, 3, and 9, whereas <italic>CubHLH17</italic> from the IIIf subfamily contained motifs 1, 2, and 8. Given that the <italic>CubHLH17</italic> gene of the IIIf subfamily is closely related to anthocyanin biosynthesis, the conserved motif composition of this type of gene may be related to its function in pigment synthesis pathways.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The predicted motif and expression profiles analysis of <italic>CubHLHs</italic>. <bold>(A)</bold> The predicted motifs for the candidate genes of the <italic>CubHLH</italic> gene family. The motifs are denoted by different colored boxes. <bold>(B)</bold> The heatmap of expression profiles of the <italic>CubHLH</italic> family candidate genes. The scale indicates the log2-transformed FPKM values, with a color spectrum from red to blue representing gene expression levels that range from high to low, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g005.tif"/>
</fig>
<p>The expression levels of the <italic>CubHLH</italic> genes were analyzed in bamboo shoot sheath samples of different colors, including black (Bsh1, Bsh2, and Bsh3), green (Gsh1, Gsh2, and Gsh3), brown (Brsh1, Brsh2, and Brsh3), yellow (Ysh1, Ysh2, and Ysh3), and red (Rsh1, Rsh2, and Rsh3) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Clustering analysis of <italic>CubHLH</italic> gene expression levels among the samples revealed significant variation in expression levels between different samples for each gene.</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Evolutionary analysis and the CubHLH protein&#x2013;protein interaction network</title>
<p>To explore the evolutionary relationships within the <italic>CubHLH</italic> gene family, a phylogenetic tree was constructed using the 44 CubHLH protein sequences and the protein sequences of <italic>Arabidopsis</italic> bHLH (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Following the classification method of <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B18">Heim et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B2">An et&#xa0;al., 2014</xref>), one to three representative genes from different subgroups were selected to construct a phylogenetic tree together with the <italic>CubHLH</italic> genes, resulting in a tree containing 49 <italic>AtbHLH</italic> and 44 <italic>CubHLH</italic> genes. These genes were ultimately classified into 26 subgroups. The results showed that the distribution of <italic>CubHLHs</italic> in the 26 subgroups was quite different, among which <italic>CubHLH16</italic> and <italic>CubHLH24</italic> belonged to the independent SI subfamily and did not cluster with any <italic>Arabidopsis</italic> group, which may reflect unique gene expansion or the generation of novel functions in <italic>C. utilis</italic>.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Phylogenetic tree analysis of <italic>CubHLHs</italic>. The 26 subgroups are marked in different colors on the periphery of the circle. The names of each subgroup, along with their respective gene IDs, are annotated around the outer perimeter of the tree for clarity. The blue circles represent the genes from the <italic>Arabidopsis thaliana bHLH</italic> family, and green circles represent the genes from the <italic>C. utilis bHLH</italic> family.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g006.tif"/>
</fig>
<p>No corresponding <italic>CubHLH</italic> genes were found in some subgroups, such as Ib, Vb, Ivd, IIIa, IIIc, VIIIb, Ix, VIIa, and VIIIa, which may be the result of gene loss or evolutionary divergence. Notably, <italic>CubHLH</italic> genes were most abundant in subfamily XII, with a total of eight genes, whereas the remaining genes were more evenly distributed in other subgroups, with each group containing one to four genes. Prior research indicates that <italic>AtbHLH12</italic> and <italic>AtbHLH42</italic> in the IIIf subfamily are closely related to anthocyanin biosynthesis and that the accumulation of anthocyanins directly affects color expression in plants (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B31">Makkena and Lamb, 2013</xref>). Phylogenetic analysis showed that <italic>CubHLH17</italic> clustered with the IIIf subfamily, which shares the same branch as <italic>AtbHLH42</italic> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), suggesting that <italic>CubHLH17</italic> may have functions similar to those of the homologous genes in <italic>Arabidopsis thaliana</italic> and could be involved in anthocyanin biosynthesis in <italic>C. utilis</italic> bamboo shoot sheaths.</p>
<p>To further analyze the function of the <italic>CubHLH</italic> gene family in the coloration of <italic>C. utilis</italic>, this study selected <italic>CubHLH17</italic> gene, which is highly related to anthocyanin synthesis, for protein interaction network analysis. Using STRING for prediction and selecting <italic>Arabidopsis</italic> as the model organism, the results showed that <italic>CuBHLH17</italic> strongly interacts with four proteins and is the most closely associated with <italic>bHLH30</italic> (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). A Venn diagram was drawn based on the 168 highly color-related genes identified via GO enrichment and the <italic>CubHLH</italic> gene family members (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>), and the results indicated that <italic>CubHLH30</italic> was identified by both approaches, implying that it may have some functions in the bamboo shoot sheath. The clustering of these proteins suggests that they may have similar or related functions. <italic>CubHLH17</italic> may participate in specific biological processes through interactions with these proteins, providing important clues for further functional studies.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Protein&#x2013;protein interaction network of CubHLH17 proteins in <italic>C.</italic>) <italic>utilis</italic> from the model plant <italic>Arabidopsis thaliana</italic> homologous genes. <bold>(A)</bold> Green lines represent associations proteins identified through text mining, and black lines represent co-expression relationships. The red circle in the center indicates that <italic>bHLH30</italic> is directly related to <italic>CubHLH17</italic> in the protein interaction network. <bold>(B)</bold> The Venn diagram depicts the overlap between two gene sets. The red circles showed the <italic>CubHLH</italic> gene family members, while the blue circles represent the genes identified through GO enrichment and differential expression analysis based on unigenes. The intersection in the middle represents the common genes identified by both datasets.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g007.tif"/>
</fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Validation of the candidate gene <italic>CubHLH17</italic> by qRT-PCR</title>
<p>Based on the results of the phylogenetic tree and protein interaction network analysis, we selected the color-related <italic>CubHLH17</italic> gene and used real-time quantitative qRT-PCR technology to analyze its expression in bamboo shoots of different colors (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The results indicated that <italic>CubHLH17</italic> was expressed in all samples (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>), suggesting that it may play a regulatory role in the process of shoot sheath color formation in bamboo. A <italic>t</italic>-test revealed a significant difference in <italic>CubHLH17</italic> expression between the Rsh group and the Gsh group (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). <italic>CubHLH17</italic> showed higher expression levels in Rsh, suggesting that <italic>CubHLH17</italic> may play a role in the development of specific colors. Protein&#x2212;protein interaction analysis showed that <italic>CubHLH17</italic> is associated with <italic>bHLH30</italic> (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>), which is involved in red coloration. These results provide some evidence that <italic>CubHLH17</italic> may be involved in the regulation of red bamboo shoot sheath formation. In future studies, all color-related candidate genes identified in our study, along with <italic>CubHLH17</italic>, will be integrated with other omics approaches to further explore their key regulatory roles in the coloration of <italic>C. utilis</italic>.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>qRT-PCR analysis of the expression of transcription factor. <bold>(A)</bold> The relative expression levels of transcription factor coding gene of <italic>CubHLH17</italic>. Black bamboo sheath (Bsh), brown bamboo sheath (Brsh), green bamboo sheath (Gsh), red bamboo sheath (Rsh), and yellow bamboo sheath (Ysh). <bold>(B)</bold> The relative expression levels of <italic>CubHLH17</italic> between the Rsh and Gsh group. The internal reference gene was <italic>TIP41</italic>, the expression of green bamboo sheath as a reference. Bars are means of three replicates &#xb1; SE. Asterisks (*) indicate the statistical significance of the difference between the Rsh and Gsh group. (*p &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1514703-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Potential regulatory factors in bamboo shoot sheath color formation</title>
<p>Elucidating the molecular mechanisms responsible for the coloration of bamboo shoot sheaths is essential for enhancing quality and market competition. Previous studies have shown that bHLH transcription factors play a key regulatory role in anthocyanin biosynthesis in plants (<xref ref-type="bibr" rid="B60">Zhao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B19">Jiang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2023</xref>). We identified 168 significantly differentially expressed genes based on <italic>de novo</italic> transcriptome assembly data and then selected the <italic>bHLH</italic> gene family related to coloration for analysis. A total of 44 <italic>CubHLH</italic> gene family members were identified in the shoot sheaths of <italic>C. utilis</italic>. Compared with the 602 <italic>bHLH</italic> genes identified in <italic>Brassica napus</italic> (<xref ref-type="bibr" rid="B21">Ke et&#xa0;al., 2020</xref>), 159 genes found in <italic>Solanum lycopersicum</italic> (<xref ref-type="bibr" rid="B40">Sun et&#xa0;al., 2015</xref>), 85 <italic>bHLH</italic> genes in <italic>Ginkgo biloba</italic> (<xref ref-type="bibr" rid="B61">Zhou et&#xa0;al., 2020</xref>), 120 <italic>bHLH</italic>s in <italic>Camellia sinensis</italic> (<xref ref-type="bibr" rid="B9">Cui et&#xa0;al., 2018</xref>), and 128 <italic>bHLH</italic> genes in <italic>Betula platyphylla</italic> (<xref ref-type="bibr" rid="B59">Zhao et&#xa0;al., 2023</xref>), the number of <italic>bHLH</italic> genes in <italic>C. utilis</italic> is relatively small. This difference may reflect the evolutionary characteristics of different species and the different degrees of gene family expansion. Differential expression analysis was performed on all candidate gene families, identifying 12 significantly differentially expressed genes. By comparing all the candidate genes with the 168 genes identified in this study, the <italic>CubHLH30</italic> gene was selected. Previous studies have shown that <italic>bHLH30</italic> is one of the key transcription factors involved in anthocyanin biosynthesis and is closely related to the synthesis of cyanidin-3-O-galactoside, which is the main pigment responsible for red coloration in fruits. <italic>bHLH30</italic> promotes the synthesis of anthocyanins associated with color expression by regulating the expression of structural genes (<xref ref-type="bibr" rid="B52">Ye et&#xa0;al., 2023</xref>).</p>
<p>Furthermore, we found that <italic>CubHLH17</italic> also clustered within the IIIf subfamily based on the phylogenetic tree constructed using <italic>A. thaliana</italic> and motif prediction, which has been shown to be closely associated with anthocyanin biosynthesis in other species. For example, three candidate <italic>ZjbHLH</italic> genes in <italic>Ziziphus jujuba</italic> belong to the III subfamily and are highly related to anthocyanin biosynthesis (<xref ref-type="bibr" rid="B36">Shi et&#xa0;al., 2019</xref>). In <italic>Cinnamomum camphora</italic>, <italic>CcbHH001</italic>, <italic>CcbHH022</italic>, <italic>CcbHH118</italic>, and <italic>CcbHH134</italic> are classified into the IIIf subfamily and are homologous to <italic>AtbHLH042</italic>, which is associated with anthocyanin biosynthesis (<xref ref-type="bibr" rid="B13">Gong et&#xa0;al., 2023</xref>). The <italic>SmbHLH1</italic> and <italic>SmbHLH117</italic> genes in <italic>Solanum melongena</italic> have been shown to be highly related to anthocyanin biosynthesis (<xref ref-type="bibr" rid="B41">Tian et&#xa0;al., 2019</xref>). <italic>CmbHLH2</italic> has been confirmed to be involved in anthocyanin synthesis in <italic>Chrysanthemum morifolium</italic> (<xref ref-type="bibr" rid="B49">Xiang et&#xa0;al., 2015</xref>). Similarly, the VuMYB90-2, VuMYB90-3, VuMYB4-40, VuCPC, VuMYB, bHLH, and WD proteins of <italic>Vigna unguiculata</italic>, coordinate the regulation of anthocyanin and flavonoid accumulation (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2020</xref>). In addition, a protein interaction network was constructed with <italic>A. thaliana</italic>, and <italic>CubHLH17</italic> was found to be most closely associated with <italic>bHLH30</italic>. To verify whether the <italic>CubHLH17</italic> gene has a regulatory role similar to that of <italic>bHLH30</italic>, we used qRT-PCR to verify the expression of <italic>CubHLH17</italic>. The results showed that the <italic>CubHLH17</italic> gene was significantly different between the Rsh and Gsh samples (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>), indicating that this gene may be related to the development of red bamboo shoot color and may play a key role in anthocyanin regulation, which provides the necessary transcription factor background for color-related biosynthesis pathways.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Transcription factors related to pigment biosynthesis</title>
<p>Pigment synthesis and accumulation are complex biological processes that involve the coordinated regulation of multiple genes, transcription factors, and environmental factors. Although the <italic>CubHLH17</italic> gene was stably expressed in all samples and significantly expressed in the red bamboo sheath, its ultimate function may not be produced independently, and it may require interaction with other regulatory factors. bHLH transcription factors typically form regulatory complexes with other transcription factors, such as MYB and WD40 repeat proteins, which affect the synthesis and accumulation of pigments through synergistic effects (<xref ref-type="bibr" rid="B14">Gonzalez et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B50">Xu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2021b</xref>). Hence, we speculate that <italic>CubHLH17</italic> has an important influence on the development of bamboo shoot color through interactions with other factors. The stable expression of <italic>CubHLH17</italic> in samples of different colors indicates that it may be an essential component for maintaining normal operation of the pigment synthesis pathway. In the future, with the improvement in bamboo genome big data, we can further explore the interactions between <italic>CubHLH17</italic> and other key transcription factors and provide a new perspective for revealing the molecular regulatory network of bamboo sheath color changes through multilevel functional studies. We can also use plant genome editing tools such as the CRISPR-Cas9 system (<xref ref-type="bibr" rid="B48">Wu et&#xa0;al., 2024</xref>), RNA interference (<xref ref-type="bibr" rid="B34">Niu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B38">Spada et&#xa0;al., 2024</xref>), and artificial microRNA technologies (<xref ref-type="bibr" rid="B57">Zhang et&#xa0;al., 2023</xref>) to target <italic>CubHLH17</italic> and transform it into a bamboo variety with potential industrial application value in terms of aesthetics, quality, and market value, thereby contributing to scientific research and commercial bamboo cultivation. In summary, the discovery and identification of <italic>CubHLH17</italic> contributes to a deeper understanding of the color variation of bamboo sheaths and provides important genetic insights for the improvement and industrial application of the bamboo sheath. We believe that this research has the potential to improve the color and quality of bamboo through gene editing, thereby driving innovation and progress in the bamboo industry.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5" 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="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>LT: Data curation, Formal analysis, Investigation, Project administration, Resources, Software, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. QZ: Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Writing &#x2013; review &amp; editing. YG: Data curation, Formal analysis, Software, Validation, Visualization, Writing &#x2013; original draft. YL: Formal analysis, Investigation, Resources, Software, Writing &#x2013; review &amp; editing. HL: Investigation, Resources, Software, Validation, Writing &#x2013; review &amp; editing. LC: Formal analysis, Investigation, Resources, Writing &#x2013; review &amp; editing. XL:&#xa0;Conceptualization, Investigation, Methodology, Project administration, Resources, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by the Key research projects of Yibin of Sichuan Province (YBZD2024-1), Chongqing Science and Technology Forestry Major Special Project (ZD2022-4). Chongqing Nanchuan District Forestry Bureau Industrial Development Project (HH-90735).</p>
</sec>
<sec id="s8" 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="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" 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>
<sec id="s11" 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.2025.1514703/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2025.1514703/full#supplementary-material</ext-link>.</p>
<supplementary-material xlink:href="Image1.jpeg" id="SF1" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Heatmap of pairwise correlations between different samples or variables. Both the horizontal and vertical axes represent individual samples/variables. Blue indicates low correlation (close to 0.5) and red indicates high correlation (close to 1.0). The value in each cell represents the correlation coefficient between individual samples or variables. The dendrograms on the top and left show hierarchical clustering based on correlation features, with shorter branch lengths indicating higher similarity between samples.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.pdf" id="SF2" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>The secondary structure prediction of CubHLH proteins. Listed sequentially from top to bottom as CubHLH1 to CubHLH44.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table3.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table4.docx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table5.docx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table6.xlsx" id="SM6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table7.docx" id="SM7" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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