ArticleFunctional & integrative genomics2019
Genome-wide analysis of the Hsf gene family in Brassica oleracea and a comparative analysis of the Hsf gene family in B. oleracea, B. rapa and B. napus.
Article in Functional & integrative genomics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 69 citations in OpenAlex.
- Decoding core molecular mechanisms of heat-stress tolerance in Brassica napus using transcriptomics and machine learning.Plant cell reports · 2026Article
- Genome-wide characterization of the HSF gene family in Setaria italica (foxtail millet) and functional elucidation of SiHSF3 in abiotic stress tolerance.BMC plant biology · 2026Article
- Long-term heat stress induces transcriptomic reprogramming of hormone signaling and metabolic pathways during rapeseed flowering.Scientific reports · 2025Article
- Morphological, Physiological, and Molecular Responses to Heat Stress in Brassicaceae.Plants (Basel, Switzerland) · 2025Review
- Genome-Wide Identification and Expression Analysis of theCurrent issues in molecular biology · 2024Article
- Dissection of QTLs conferring drought tolerance in B. carinata derived B. juncea introgression lines.BMC plant biology · 2023Article
- Genome-wide analysis of glutamate receptor gene family in allopolyploid Brassica napus and its diploid progenitors.Genetica · 2023Article
- Melatonin and Abiotic Stress Tolerance in Crop Plants.International journal of molecular sciences · 2023Review
- Mechanisms of Kale (International journal of molecular sciences · 2022Article
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- Evolution and co-evolution: insights into the divergence of plant heat shock factor genes.Physiology and molecular biology of plants : an international journal of functional plant biology · 2022Article
- Elucidating the functional role of heat stress transcription factor A6b (TaHsfA6b) in linking heat stress response and the unfolded protein response in wheat.Plant molecular biology · 2022Article
- Genome-Wide Identification of PetuniaInternational journal of molecular sciences · 2022Article
- Biological Parts for Engineering Abiotic Stress Tolerance in Plants.Biodesign research · 2022Review
- Rapid Transcriptional Reprogramming Associated With Heat Stress-Induced Unfolded Protein Response in DevelopingFrontiers in plant science · 2022Article
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- Identification of WRKY transcription factors responding to abiotic stresses in Brassica napus L.Planta · 2021Article
- Identification of Raf-Like Kinases B Subfamily Genes inInternational journal of molecular sciences · 2021Article
- Genome-Wide Identification, Evolution, and Comparative Analysis of B-Box Genes inInternational journal of molecular sciences · 2021Article
- Genome-Wide Identification and Expression Profiling of 2OGD Superfamily Genes from ThreeGenes · 2021Article
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4 authors at 1 institution in 1 country.
Funding
Abstract
The global climate change-induced abiotic and biotic stresses are predicted to affect crop-growing seasons and crop yield. Heat stress transcription factors (Hsfs) have been suggested to play a significant role in various stress responses. They are an integral part of the signal transduction pathways that operate in response to environmental stresses. Brassica oleracea is one of the agronomical important crop species which consists of cabbage, cauliflower, broccoli, Brussels sprout, kohlrabi and kale. The identification and roles of Hsfs in this important Brassica species are unknown. The availability of whole genome sequence of B. oleracea provides us an opportunity for performing in silico analysis of Hsf genes in B. oleracea. Thirty-five putative genes encoding Hsf proteins were identified and classified into A, B and C classes. Their evolution, physical location, gene structure, domain structure and tissue-specific expression patterns were investigated. Further, a comparative analysis of the Hsf gene family in B. oleracea, B. rapa and B. napus highlighted the role of hybridisation and allopolyploidy in the evolution of the largest known Hsf gene family in B. napus. The presence of orthologous gene clusters, found in Brassica species, but not in A. thaliana, suggested that polyploidisation has resulted in the formation of new Brassica-specific orthologous gene clusters. Gene duplication analysis indicated that the evolution of the Hsf gene family was under strong purifying selection in these Brassica species. High-level synteny was observed within the B. napus genome. Conservation of physical location, the similarity of structure and similar expression profiles between the B. napus Hsf genes and the corresponding genes from B. oleracea and B. rapa suggest a high functional similarity between these genes. This study paves the way for further investigation of Hsf genes in improving stress tolerance in B. oleracea. The genes thus identified may be useful for developing crop varieties resilient to the global climate change.
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