ArticleBMC plant biology2018
Comparative functional genomics analysis of bHLH gene family in rice, maize and wheat.
Article in BMC plant biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 1 of them a synthesis that pooled it.
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Who cites it
68 citing papers in PubMed, 1 synthesis or guideline pooled it, 127 citations in OpenAlex.
- Integrative systems biology analysis of barley transcriptome ─ hormonal signaling against biotic stress.PloS one · 2023Pooled it
- Drought and salinity stress remodel Asian rice (Oryza sativa) leaf development through cell-type-specific regulatory programs.The New phytologist · 2026Article
- Identification and functional analysis of MeJA-responsive bHLH family genes in Taraxacum kok-saghyz.Journal of plant research · 2026Article
- Genome-wide identification and expression profiling of the bHLH transcription factor family under salt stress and hormonal treatments in cowpea (Vigna unguiculata).Scientific reports · 2026Article
- Genome-wide identification and expression analysis of the bHLH gene family in Lilium davidii var. unicolor and its response to abiotic stress.BMC plant biology · 2026Article
- PcabHLH58/PcabHLH151 regulates adventitious root development and nitrogen uptake in poplar.Nature communications · 2026Article
- Functional Analysis ofPlants (Basel, Switzerland) · 2026Article
- The bHLH transcription factor OsbHLH148 negatively regulates rice tiller number and grain yield through an integrated transcriptional network.BMC genomics · 2026Article
- Genome-wide association study identifies consistent genomic loci for yield and nutritional quality in Ethiopian sorghum landraces.The plant genome · 2026Article
- Genome-wide identification and abiotic stress response analysis of the oatFrontiers in plant science · 2026Article
- Comprehensive genomic identification and functional analysis ofChinese herbal medicines · 2026Article
- The Structure, Evolution, and Expression Patterns Analysis Reveals the bHLH Members Associated with Powdery Mildew Resistance in Rubber Tree.Plants (Basel, Switzerland) · 2025Article
- bHLH Transcription Factors in Cereal Crops: Diverse Functions in Regulating Growth, Development and Stress Responses.International journal of molecular sciences · 2025Review
- Genome-Wide Identification and Expression Analysis of the bHLH Transcription Factor Family inGenes · 2025Article
- Three bilberry bHLHs of subgroup IIIf play divergent roles in fruit anthocyanin and flavonoid biosynthesis.Scientific reports · 2025Article
- Comprehensive genome-wide analysis of bHLH family genes in Nymphaea colorata and molecular characterization of NcTT8.BMC plant biology · 2025Article
- Full-Length Transcriptome Sequencing ofPlants (Basel, Switzerland) · 2025Article
- Article
- Genome-Wide Identification of theInternational journal of molecular sciences · 2025Article
- Genome Identification, Expression Profile Analysis, and Abiotic Stress Response Mechanism of LonganInternational journal of molecular sciences · 2025Article
8 more citing papers are in PubMed but not listed here.
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe basic helix-loop-helix transcription factors play important roles in diverse cellular and molecular processes. Comparative functional genomics can provide powerful approaches to draw inferences about gene function and evolution among species. The comprehensive comparison of bHLH gene family in different gramineous plants has not yet been reported.
resultsIn this study, a total of 183, 231 and 571 bHLHs were identified in rice, maize and wheat genomes respectively, and 1154 bHLH genes from the three species and Arabidopsis were classified into 36 subfamilies. Of the identified genes, 110 OsbHLHs, 188 ZmbHLHs and 209 TabHLHs with relatively high mRNA abundances were detected in one or more tissues during development, and some of them exhibited tissue-specific expression such as TabHLH454-459, ZmbHLH099-101 and OsbHLH037 in root, TabHLH559-562, - 046, - 047 and ZmbHLH010, - 072, - 226 in leaf, TabHLH216-221, - 333, - 335, - 340 and OsbHLH005, - 141 in inflorescence, TabHLH081, ZmbHLH139 and OsbHLH144 in seed. Forty five, twenty nine and thirty one differentially expressed bHLHs were respectively detected in wheat, maize and rice under drought stresses using RNA-seq technology. Among them, the expressions of TabHLH046, - 047, ZmbHLH097, - 098, OsbHLH006 and - 185 were strongly induced, whereas TabHLH303, - 562, ZmbHLH155, - 154, OsbHLH152 and - 113 showed significant down-regulation. Twenty two TabHLHs were induced after stripe rust infection at 24 h and nine of them were suppressed at 72 hpi, whereas 28 and 6 TabHLHs exhibited obviously down- and up-regulation after powdery mildew attack respectively. Forty one ZmbHLHs were differentially expressed in response to F. verticillioides infection. Twenty two co-expression modules were identified by the WGCNA, some of which were associated with particular tissue types. And GO enrichment analysis for the modules showed that some TabHLHs were involved in the control of several biological processes, such as tapetal PCD, lipid metabolism, iron absorption, stress responses and signal regulation.
conclusionThe present study identifies the bHLH family in rice, maize and wheat genomes, and detailedly discusses the evolutionary relationships, expression and function of bHLHs. This study provides some novel and detail information about bHLHs, and may facilitate understanding the molecular basis of the plant growth, development and stress physiology.
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