Identification of key genes in chickpea transcriptomics and the development of ChickpeaOmicsR as a comprehensive resource to advance breeding and genomic studies

cg.contacta.mahmoud-ali@cgiar.orgen_US
cg.contributor.centerInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.contributor.centerAgricultural Reseach Center, Agricultural Genetic Engineering Research Institute - ARC Egypt-AGERIen_US
cg.contributor.centerMohammed VI Polytechnic University - UM6Pen_US
cg.contributor.centerMohammed VI Polytechnic University (UM6P), College of Chemical Sciences and Engineering (CCSE), Chemical and Biochemical Sciences (CBS) - UM6P_CCSE_CBSen_US
cg.contributor.funderMohammed VI Polytechnic University - UM6Pen_US
cg.contributor.projectCODIS - Corporate-Communication and Documentation Information Servicesen_US
cg.contributor.project-lead-instituteInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.creator.idKehel, Zakaria: 0000-0002-1625-043Xen_US
cg.identifier.doihttps://doi.org/10.3389/fbinf.2026.1727493en_US
cg.isijournalISI Journalen_US
cg.journalFrontiers in Bioinformaticsen_US
cg.reviewStatusPeer Reviewen_US
cg.subject.agrovocgwasen_US
cg.subject.agrovocchickpeaen_US
cg.volume6en_US
dc.contributorMousa, Khaled H.en_US
dc.contributorAbd El-Hak, Asmaa E.en_US
dc.contributorKorkar, Doaa A.en_US
dc.contributorSaedwi, Anas M.en_US
dc.contributorKhaled, Sandyen_US
dc.contributorAl-Soudy, Al-Sayeden_US
dc.contributorEl Allali, Achrafen_US
dc.contributorKehel, Zakariaen_US
dc.contributorMokhtar, Morad M.en_US
dc.creatorAlsamman, Alsamman M.en_US
dc.date.accessioned2026-09-29T21:06:39Z
dc.date.available2026-09-29T21:06:39Z
dc.description.abstractIntroduction: Chickpea (Cicer arietinum L.) is a key legume crop and a major source of dietary protein in developing countries, yet its productivity is constrained by multiple biotic and abiotic stresses. Advances in RNA-seq and whole-genome sequencing enable detailed exploration of stress-responsive gene expression, but existing resources lack integrated, user-friendly tools for multi-omics analysis in chickpea. Methods: This study analyzed transcriptomic responses to six stress conditions—drought, heat, cold, salinity, Fusarium infection, and developmental stages—using publicly available RNA-seq datasets. We identified differentially expressed genes (DEGs), enriched gene ontology (GO) terms, and protein–protein interaction (PPI) networks. Critically, we developed Chickpea OmicsR, the first comprehensive R package that automates the integration of transcriptomic, genomic, and proteomic data and standardizes fragmented chickpea gene nomenclature; enables breeders without bioinformatics expertise to perform complex analyses (e.g., DEG identification, PPI visualization, GWAS integration) in minutes; and provides pre-validated datasets and analytical workflows unavailable in existing tools. Results: Each stress triggered distinct molecular pathways. Drought and heat stress affected cell wall organization and defense responses, while cold stress influenced circadian rhythm genes. Fusarium stress involved pathways related to innate immunity and secondary metabolism. Developmental stages showed the highest transcriptome variability among the conditions tested. Discussion: The development of Chickpea OmicsR addresses critical gaps in chickpea research infrastructure. By providing an integrated and accessible tool that enables complex analyses for breeders without bioinformatics expertise, it accelerates the discovery of stress-resilient genes and the development of improved chickpea varieties.en_US
dc.formatPDFen_US
dc.identifierhttps://mel.cgiar.org/reporting/downloadmelspace/hash/fdf4ce661915d3dd04d50eb7a3e47ccfen_US
dc.identifier.citationAlsamman M. Alsamman, Khaled H. Mousa, Asmaa E. Abd El-Hak, Doaa A. Korkar, Anas M. Saedwi, Sandy Khaled, Al-Sayed Al-Soudy, Achraf El Allali, Zakaria Kehel, Morad M. Mokhtar. (10/3/2026). Identification of key genes in chickpea transcriptomics and the development of ChickpeaOmicsR as a comprehensive resource to advance breeding and genomic studies. Frontiers in Bioinformatics, 6.en_US
dc.identifier.statusOpen accessen_US
dc.identifier.urihttps://hdl.handle.net/20.500.11766/70881
dc.languageenen_US
dc.publisherFrontiers Media SAen_US
dc.rightsCC-BY-4.0en_US
dc.sourceFrontiers in Bioinformatics;6,(2026)en_US
dc.subjectrna-seqen_US
dc.subjectcicer arietinum l.en_US
dc.subjectdifferentially expressed genes (degs)en_US
dc.subjectr programming languageen_US
dc.titleIdentification of key genes in chickpea transcriptomics and the development of ChickpeaOmicsR as a comprehensive resource to advance breeding and genomic studiesen_US
dc.typeJournal Articleen_US
dcterms.available2026-03-10en_US
dcterms.hasVersionV5 - 2026-09-29en_US
dcterms.issued2026-03-10en_US
mel.impact-factor3.6en_US

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