ArticleBMC genomics2023
Automatic annotation of the bHLH gene family in plants.
Article in BMC genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 18 citations in OpenAlex.
- Identification and functional analysis of MeJA-responsive bHLH family genes in Taraxacum kok-saghyz.Journal of plant research · 2026Article
- Genome-wide identification and functional characterization of bHLH transcription factors in Herpetospermum pedunculosum under salt stress.BMC plant biology · 2026Article
- Genome sequence of the ornamental plant Digitalis purpurea reveals the molecular basis of flower color and morphology variation.BMC genomics · 2026Article
- Integrated Metabolomics and Transcriptomics Analysis Reveals the Biosynthetic Mechanism of Isoquinoline Alkaloids in Different Tissues ofCurrent issues in molecular biology · 2026Article
- Whole genome identification and operational analysis of theFrontiers in plant science · 2026Article
- A cell-type-specific regulon controlling monoterpene indole alkaloid biosynthesis with feedback and feedforward activation loops.The New phytologist · 2026Article
- Genome-wide identification and expression analysis of salt-responsive bHLH transcription factors in the wheat (Frontiers in plant science · 2026Article
- Dissecting the genetic basis of agronomic traits by multi-trait GWAS and genetic networks in maize (aBIOTECH · 2025Article
- Article
- From data to discovery: leveraging big data in plant natural products biosynthesis research.The Plant journal : for cell and molecular biology · 2025Review
- Genome-wide characterization and expression analysis of the bHLH gene family in response to abiotic stresses in Zingiber officinale Roscoe.BMC genomics · 2025Article
- Genome-wide identification and functional roles relating to anthocyanin biosynthesis analysis in maize.BMC plant biology · 2025Article
- Genome-wide identification and expression profiling of bHLH transcription factors associated with ferulic acid biosynthesis inFrontiers in plant science · 2025Article
- Identification of bHLH transcription factors and screening of anthocyanin-related genes in Lagerstroemia indica.Genetica · 2024Article
- Data literacy in genome research.Journal of integrative bioinformatics · 2023Review
- Identification of key genes responsible for green and white colored spathes inFrontiers in plant science · 2023Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe bHLH transcription factor family is named after the basic helix-loop-helix (bHLH) domain that is a characteristic element of their members. Understanding the function and characteristics of this family is important for the examination of a wide range of functions. As the availability of genome sequences and transcriptome assemblies has increased significantly, the need for automated solutions that provide reliable functional annotations is emphasised.
resultsA phylogenetic approach was adapted for the automatic identification and functional annotation of the bHLH transcription factor family. The bHLH_annotator, designed for the automated functional annotation of bHLHs, was implemented in Python3. Sequences of bHLHs described in literature were collected to represent the full diversity of bHLH sequences. Previously described orthologs form the basis for the functional annotation assignment to candidates which are also screened for bHLH-specific motifs. The pipeline was successfully deployed on the two Arabidopsis thaliana accessions Col-0 and Nd-1, the monocot species Dioscorea dumetorum, and a transcriptome assembly of Croton tiglium. Depending on the applied search parameters for the initial candidates in the pipeline, species-specific candidates or members of the bHLH family which experienced domain loss can be identified.
conclusionsThe bHLH_annotator allows a detailed and systematic investigation of the bHLH family in land plant species and classifies candidates based on bHLH-specific characteristics, which distinguishes the pipeline from other established functional annotation tools. This provides the basis for the functional annotation of the bHLH family in land plants and the systematic examination of a wide range of functions regulated by this transcription factor family.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.