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Wang Q, Tang L, He Y, Xu Y, Zhang J, Kong W, Hu K, Garcia-Mas J, Pujol M, Zhao G. Comprehensive analysis of transcriptome and metabolome identified the key gene networks regulating fruit length in melon. BMC PLANT BIOLOGY 2025; 25:442. [PMID: 40200143 PMCID: PMC11977916 DOI: 10.1186/s12870-025-06332-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 03/03/2025] [Indexed: 04/10/2025]
Abstract
BACKGROUND Melon is an ideal crop model for studying fruit development. Fruit shape is an important quality trait, and fruit length is a key indicator affecting fruit shape. However, studies on the genes regulating melon fruit length are still limited. RESULTS In this study, we investigated the gene network regulating fruit morphology in melons utilizing transcriptome profile and a co-expression pattern-based approach. Four co-expression modules/gene networks highly correlated with changes in endogenous plant hormone levels at different developmental stages were identified. We pinpointed 11 key genes associated with cell development, 4 genes related to microtubule development, and 16 genes involved in the auxin (IAA, indole-3-acetic acid) pathway. These genes were identified as module hubs, and their expression level correlated with phenotypic variation. Through rigorous screening methods, we enhanced the likelihood that these genes are genuine candidates in the regulation of the fruit morphology network. These genes play a significant role in controlling fruit length, providing crucial insights into the molecular mechanisms underlying melon fruit development. CONCLUSIONS Our findings revealed candidate genes that regulate melon fruit length, helping in the understanding of the molecular mechanisms underlying melon fruit development. These genes will be valuable for implementing marker-assisted breeding strategies.
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Affiliation(s)
- Qingtao Wang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Lingli Tang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China.
- Zhongyuan Research Center, Chinese Academy of Agricultural Sciences, Xinxiang, 453500, Henan, China.
| | - Yuhua He
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Yongyang Xu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Jian Zhang
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Weihu Kong
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Keyun Hu
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China
| | - Jordi Garcia-Mas
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Edifici CRAG, Campus UAB, Bellaterra, Barcelona, 08193, Spain
- Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Edifici CRAG, Campus UAB, Bellaterra, Barcelona, 08193, Spain
| | - Marta Pujol
- Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Edifici CRAG, Campus UAB, Bellaterra, Barcelona, 08193, Spain
- Institut de Recerca i Tecnologia Agroalimentàries (IRTA), Edifici CRAG, Campus UAB, Bellaterra, Barcelona, 08193, Spain
| | - Guangwei Zhao
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Zhengzhou Fruit Research Institute, Chinese Academy of Agricultural Sciences, Zhengzhou, 450009, China.
- Zhongyuan Research Center, Chinese Academy of Agricultural Sciences, Xinxiang, 453500, Henan, China.
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Liu L, Xu X, Yang X, Liu H, Xu L, Ai W, Lu X. Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities. Int J Mol Sci 2025; 26:3152. [PMID: 40243898 PMCID: PMC11989109 DOI: 10.3390/ijms26073152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 03/21/2025] [Accepted: 03/23/2025] [Indexed: 04/18/2025] Open
Abstract
The basic helix-loop-helix (bHLH) gene family has been identified in many species. However, the characteristics and functions in the Magnolia sieboldii K. Koch (M. sieboldii), which is located in one of the original groups of angiosperms, are still unclear. Here, a total of 142 MsbHLH members were identified and divided into 27 subfamilies. MsbHLH proteins are relatively conserved during evolution. Collinearity analysis illustrated that the expansion of the MsbHLH gene family primarily occurred through segmental duplication. All members contain light-responsive elements in their promoters. Different light quality treatments were carried out to simulate the light environment in the forest after seed abscission. It was found that the expression levels of MsPIF1, MsPIF3b, MsPIF4, and MsPIF7 gradually increased under far-red light and inhibited seed germination. Overall, this study lays the foundation for further exploration of the response mechanism of MsPIFs to seed germination under different light qualities. It will provide a reference for the germination of morphophysiological dormant seeds like those of M. sieboldii under light conditions.
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Affiliation(s)
- Lin Liu
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Xin Xu
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Xiaohuan Yang
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Hanzhang Liu
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Lingyi Xu
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Wanfeng Ai
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
| | - Xiujun Lu
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China (W.A.)
- Key Laboratory for Silviculture of Liaoning Province, Shenyang 110866, China
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Chen J, Xu J, Wang P, Wang Y, Wang Y, Lian J, Yan Y, Cheng L, Wang Y, Di P. Genome-Wide Characterization and Analysis of the bHLH Gene Family in Perilla frutescens. Int J Mol Sci 2024; 25:13717. [PMID: 39769479 PMCID: PMC11676305 DOI: 10.3390/ijms252413717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 12/19/2024] [Accepted: 12/20/2024] [Indexed: 01/30/2025] Open
Abstract
Perilla frutescens (L.) Britt. is a traditional medicinal and culinary plant with a long history of cultivation and significant potential for broader utilization. The basic helix-loop-helix (bHLH) gene family is essential for regulating plant growth, development, stress responses, and secondary metabolism. However, the bHLH gene family in P. frutescens has not yet been characterized. In this study, a total of 205 bHLH genes were identified in P. frutescens through genome mining and analysis. Phylogenetic analysis classified these PfbHLH genes into 23 distinct subfamilies. Promoter analysis revealed an enrichment of cis-acting elements linked to plant hormone signaling and stress responses, suggesting their potential regulatory roles in development, growth, and stress adaptation. Expression profiling based on publicly available RNA-seq data demonstrated tissue-specific expression patterns of PfbHLH genes in roots, stems, and leaves. Four PfbHLH genes (PfbHLH66, PfbHLH45, PfbHLH13, and PfbHLH5) showed significant responses to methyl jasmonate (MeJA) induction. Yeast one-hybrid assays confirmed that these PfbHLH proteins could bind to the cis-acting G-box (CACGTG) element. This study offers new perspectives on the evolution, regulatory mechanisms, and functional roles of the bHLH gene family in P. frutescens. The findings deepen our understanding of the functional diversity within this gene family and establish a foundation for genetic enhancement and the biosynthesis of medicinal compounds in the species.
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Affiliation(s)
| | | | | | | | | | | | | | - Lin Cheng
- State Local Joint Engineering Research Center of Ginseng Breeding and Application, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun 130118, China; (J.C.); (J.X.); (P.W.); (Y.W.); (Y.W.); (J.L.); (Y.W.)
| | | | - Peng Di
- State Local Joint Engineering Research Center of Ginseng Breeding and Application, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun 130118, China; (J.C.); (J.X.); (P.W.); (Y.W.); (Y.W.); (J.L.); (Y.W.)
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4
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Qin Y, Li J, Chen J, Yao S, Li L, Huang R, Tan Y, Ming R, Huang D. Genome-wide characterization of the bHLH gene family in Gynostemma pentaphyllum reveals its potential role in the regulation of gypenoside biosynthesis. BMC PLANT BIOLOGY 2024; 24:205. [PMID: 38509465 PMCID: PMC10953245 DOI: 10.1186/s12870-024-04879-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/04/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND Gynostemma pentaphyllum, an ancient Chinese herbal medicine, serves as a natural source of gypenosides with significant medicinal properties. Basic helix-loop-helix (bHLH) transcription factors play pivotal roles in numerous biological processes, especially in the regulation of secondary metabolism in plants. However, the characteristics and functions of the bHLH genes in G. pentaphyllum remain unexplored, and their regulatory role in gypenoside biosynthesis remains poorly elucidated. RESULTS This study identified a total of 111 bHLH members in G. pentaphyllum (GpbHLHs), categorizing them into 26 subgroups based on shared conserved motif compositions and gene structures. Collinearity analysis illustrated that segmental duplications predominately lead to the evolution of GpbHLHs, with most duplicated GpbHLH gene pairs undergoing purifying selection. Among the nine gypenoside-related GpbHLH genes, two GpbHLHs (GpbHLH15 and GpbHLH58) were selected for further investigation based on co-expression analysis and functional prediction. The expression of these two selected GpbHLHs was dramatically induced by methyl jasmonate, and their nuclear localization was confirmed. Furthermore, yeast one-hybrid and dual-luciferase assays demonstrated that GpbHLH15 and GpbHLH58 could bind to the promoters of the gypenoside biosynthesis pathway genes, such as GpFPS1, GpSS1, and GpOSC1, and activate their promoter activity to varying degrees. CONCLUSIONS In conclusion, our findings provide a detailed analysis of the bHLH family and valuable insights into the potential use of GpbHLHs to enhance the accumulation of gypenosides in G. pentaphyllum.
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Affiliation(s)
- Yanhong Qin
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Jinmei Li
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Jianhua Chen
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Shaochang Yao
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Liangbo Li
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Rongshao Huang
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Yong Tan
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China
| | - Ruhong Ming
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China.
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China.
| | - Ding Huang
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530200, China.
- Guangxi Key Laboratory of Zhuang and Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning, 530200, China.
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Radani Y, Li R, Korboe HM, Ma H, Yang L. Transcriptional and Post-Translational Regulation of Plant bHLH Transcription Factors during the Response to Environmental Stresses. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112113. [PMID: 37299095 DOI: 10.3390/plants12112113] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/16/2023] [Accepted: 05/19/2023] [Indexed: 06/12/2023]
Abstract
Over the past decades, extensive research has been conducted to identify and characterize various plant transcription factors involved in abiotic stress responses. Therefore, numerous efforts have been made to improve plant stress tolerance by engineering these transcription factor genes. The plant basic Helix-Loop-Helix (bHLH) transcription factor family represents one of the most prominent gene families and contains a bHLH motif that is highly conserved in eukaryotic organisms. By binding to specific positions in promoters, they activate or repress the transcription of specific response genes and thus affect multiple variables in plant physiology such as the response to abiotic stresses, which include drought, climatic variations, mineral deficiencies, excessive salinity, and water stress. The regulation of bHLH transcription factors is crucial to better control their activity. On the one hand, they are regulated at the transcriptional level by other upstream components; on the other hand, they undergo various modifications such as ubiquitination, phosphorylation, and glycosylation at the post-translational level. Modified bHLH transcription factors can form a complex regulatory network to regulate the expression of stress response genes and thus determine the activation of physiological and metabolic reactions. This review article focuses on the structural characteristics, classification, function, and regulatory mechanism of bHLH transcription factor expression at the transcriptional and post-translational levels during their responses to various abiotic stress conditions.
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Affiliation(s)
- Yasmina Radani
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
| | - Rongxue Li
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
| | - Harriet Mateko Korboe
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
| | - Hongyu Ma
- College of Plant Protection, Nanjing Agricultural University, Nanjing 210095, China
| | - Liming Yang
- State Key Laboratory of Tree Genetics and Breeding, Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
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Song S, Jin J, Li M, Kong D, Cao M, Wang X, Li Y, Chen X, Zhang X, Pang X, Bo W, Hao Q. The Key Metabolic Network and Genes Regulating the Fresh Fruit Texture of Jujube ( Ziziphus jujuba Mill.) Revealed via Metabolomic and Transcriptomic Analysis. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112087. [PMID: 37299066 DOI: 10.3390/plants12112087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 05/11/2023] [Accepted: 05/22/2023] [Indexed: 06/12/2023]
Abstract
The texture of fresh jujube fruit is related to its popularity and commercial value. The metabolic networks and essential genes that regulate the texture of jujube (Ziziphus jujuba) fruit are still unknown. In this study, two jujube cultivars with significantly different textures were selected by a texture analyzer. The four developmental stages of the exocarp and mesocarp of jujube fruit were studied separately using metabolomic and transcriptomic analyses. Differentially accumulated metabolites were enriched in several critical pathways related to cell wall substance synthesis and metabolism. Transcriptome analysis confirmed this by finding enriched differential expression genes in these pathways. Combined analysis showed that 'Galactose metabolism' was the most overlapping pathway in two omics. Genes such as β-Gal, MYB and DOF may affect fruit texture by regulating cell wall substances. Overall, this study provides an essential reference for the establishment of texture-related metabolic and gene networks of jujube fruit.
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Affiliation(s)
- Shuang Song
- The State Key Laboratory of Genetic Improvement and Germplasm Innovation of Crop Resistance in Arid Desert Regions (Preparation), Key Laboratory of Genome Research and Genetic Improvement of Xinjiang Characteristic Fruits and Vegetables, Institute of Horticulture Crops, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China
| | - Juan Jin
- The State Key Laboratory of Genetic Improvement and Germplasm Innovation of Crop Resistance in Arid Desert Regions (Preparation), Key Laboratory of Genome Research and Genetic Improvement of Xinjiang Characteristic Fruits and Vegetables, Institute of Horticulture Crops, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China
| | - Meiyu Li
- Henan Key Laboratory of Germplasm Innovation and Utilization of Eco-Economic Woody Plant, Pingdingshan University, Pingdingshan 467000, China
| | - Decang Kong
- National Foundation for Improved Cultivar of Chinese Jujube, Cangzhou 061000, China
| | - Ming Cao
- National Foundation for Improved Cultivar of Chinese Jujube, Cangzhou 061000, China
| | - Xue Wang
- State Key Laboratory of Tree Genetics and Breeding, National Engineering Research Center of Tree Breeding and Ecological Restoration, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Yingyue Li
- State Key Laboratory of Tree Genetics and Breeding, National Engineering Research Center of Tree Breeding and Ecological Restoration, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Xuexun Chen
- Bureau of Forestry of Aohan, Chifeng 028000, China
| | - Xiuli Zhang
- Bureau of Forestry of Aohan, Chifeng 028000, China
| | - Xiaoming Pang
- State Key Laboratory of Tree Genetics and Breeding, National Engineering Research Center of Tree Breeding and Ecological Restoration, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Wenhao Bo
- State Key Laboratory of Tree Genetics and Breeding, National Engineering Research Center of Tree Breeding and Ecological Restoration, Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Biotechnology, Beijing Forestry University, Beijing 100083, China
| | - Qing Hao
- The State Key Laboratory of Genetic Improvement and Germplasm Innovation of Crop Resistance in Arid Desert Regions (Preparation), Key Laboratory of Genome Research and Genetic Improvement of Xinjiang Characteristic Fruits and Vegetables, Institute of Horticulture Crops, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China
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Malambane G, Madumane K, Sewelo LT, Batlang U. Drought stress tolerance mechanisms and their potential common indicators to salinity, insights from the wild watermelon (Citrullus lanatus): A review. FRONTIERS IN PLANT SCIENCE 2023; 13:1074395. [PMID: 36815012 PMCID: PMC9939662 DOI: 10.3389/fpls.2022.1074395] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/25/2022] [Indexed: 06/18/2023]
Abstract
Climate change has escalated the effect of drought on crop production as it has negatively altered the environmental condition. Wild watermelon grows abundantly in the Kgalagadi desert even though the environment is characterized by minimal rainfall, high temperatures and intense sunshine during growing season. This area is also characterized by sandy soils with low water holding capacity, thus bringing about drought stress. Drought stress affects crop productivity through its effects on development and physiological functions as dictated by molecular responses. Not only one or two physiological process or genes are responsible for drought tolerance, but a combination of various factors do work together to aid crop tolerance mechanism. Various studies have shown that wild watermelon possess superior qualities that aid its survival in unfavorable conditions. These mechanisms include resilient root growth, timely stomatal closure, chlorophyll fluorescence quenching under water deficit as key physiological responses. At biochemical and molecular level, the crop responds through citrulline accumulation and expression of genes associated with drought tolerance in this species and other plants. Previous salinity stress studies involving other plants have identified citrulline accumulation and expression of some of these genes (chloroplast APX, Type-2 metallothionein), to be associated with tolerance. Emerging evidence indicates that the upstream of functional genes are the transcription factor that regulates drought and salinity stress responses as well as adaptation. In this review we discuss the drought tolerance mechanisms in watermelons and some of its common indicators to salinity at physiological, biochemical and molecular level.
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Jia S, Liu X, Wen X, Waheed A, Ding Y, Kahar G, Li X, Zhang D. Genome-Wide Identification of bHLH Transcription Factor Family in Malus sieversii and Functional Exploration of MsbHLH155.1 Gene under Valsa Canker Infection. PLANTS (BASEL, SWITZERLAND) 2023; 12:620. [PMID: 36771705 PMCID: PMC9919239 DOI: 10.3390/plants12030620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/15/2023] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
Xinjiang wild apple (Malus sieversii) is an ancient relic; a plant with abundant genetic diversity and disease resistance. Several transcription factors were studied in response to different biotic and abiotic stresses on the wild apple. Basic/helix-loop-helix (bHLH) is a large plant transcription factor family that plays important roles in plant responses to various biotic and abiotic stresses and has been extensively studied in several plants. However, no study has yet been conducted on the bHLH gene in M. sieversii. Based on the genome of M. sieversii, 184 putative MsbHLH genes were identified, and their physicochemical properties were studied. MsbHLH covered 23 subfamilies and lacked two subfamily genes of Arabidopsis thaliana based on the widely used classification method. Moreover, MsbHLH exon-intron structures matched subfamily classification, as evidenced by the analysis of their protein motifs. The analysis of cis-acting elements revealed that many MsbHLH genes share stress- and hormone-related cis-regulatory elements. These MsbHLH transcription factors were found to be involved in plant defense responses based on the protein-protein interactions among the differentially expressed MsbHLHs. Furthermore, 94 MsbHLH genes were differentially expressed in response to pathogenic bacteria. The qRT-PCR results also showed differential expression of MsbHLH genes. To further verify the gene function of bHLH, our study used the transient transformation method to obtain the overexpressed MsbHLH155.1 transgenic plants and inoculated them. Under Valsa canker infection, the lesion phenotype and physiological and biochemical indexes indicated that the antioxidant capacity of plants could increase and reduce the damage caused by membrane peroxidation. This study provides detailed insights into the classification, gene structure, motifs, chromosome distribution, and gene expression of bHLH genes in M. sieversii and lays a foundation for a better understanding disease resistance in plants, as well as providing candidate genes for the development of M. sieversii resistance breeding.
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Affiliation(s)
- Shanshan Jia
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100000, China
| | - Xiaojie Liu
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- Xinjiang Key Laboratory of Conservation and Utilization of Plant Gene Resources, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830000, China
- Turpan Eremophytes Botanical Garden, Chinese Academy of Sciences, Turpan 838000, China
| | - Xuejing Wen
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- Xinjiang Key Laboratory of Conservation and Utilization of Plant Gene Resources, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830000, China
- Turpan Eremophytes Botanical Garden, Chinese Academy of Sciences, Turpan 838000, China
| | - Abdul Waheed
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- Xinjiang Key Laboratory of Conservation and Utilization of Plant Gene Resources, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830000, China
- Turpan Eremophytes Botanical Garden, Chinese Academy of Sciences, Turpan 838000, China
| | - Yu Ding
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100000, China
| | - Gulnaz Kahar
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100000, China
| | - Xiaoshuang Li
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- Xinjiang Key Laboratory of Conservation and Utilization of Plant Gene Resources, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830000, China
- Turpan Eremophytes Botanical Garden, Chinese Academy of Sciences, Turpan 838000, China
| | - Daoyuan Zhang
- National Key Laboratory of Ecological Security and Sustainable Development in Arid Areas, Urumqi 830000, China
- Xinjiang Key Laboratory of Conservation and Utilization of Plant Gene Resources, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830000, China
- Turpan Eremophytes Botanical Garden, Chinese Academy of Sciences, Turpan 838000, China
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Genome-Wide Identification and Expression Analysis of the bHLH Transcription Factor Family and Its Response to Abiotic Stress in Mongolian Oak ( Quercus mongolica). Curr Issues Mol Biol 2023; 45:1127-1148. [PMID: 36826020 PMCID: PMC9955707 DOI: 10.3390/cimb45020075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/28/2022] [Accepted: 01/27/2023] [Indexed: 02/04/2023] Open
Abstract
The basic helix-loop-helix (bHLH) family, one of the largest families of transcription factors in plants, is extensively involved in the growth, development, and stress response of several woody plants. However, no systematic analysis of the bHLH gene family in Quercus mongolica has been reported. We characterize QmbHLH genes and identify the functions of QmbHLH proteins in Q. mongolica. We used bioinformatics approaches, qRT-PCR analysis, and RNA sequencing data to examine chromosomal distributions, gene structures, and conserved patterns, and identified 89 QmbHLH genes, which were divided into 21 subgroups based on the phylogenetic analysis of bHLH genes in Arabidopsis thaliana. Segmental replication played a more prominent role than tandem duplication in the expansion of the QmbHLH gene family. Based on patterns of tissue-specific expression, protein interactions, and cis-element analysis, QmbHLH genes may be extensively involved in the growth and development of Q. mongolica. In leaves, stems, and roots, 12 selected QmbHLH genes exhibited responsiveness to abiotic stresses (salt, cold, weak light, and drought). Our study facilitates follow-up functional investigations of the bHLH gene family in Q. mongolica and provides novel insights into bHLH superfamilies in woody plants.
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Oncul AB, Celik Y, Unel NM, Baloglu MC. Bhlhdb: A next generation database of basic helix loop helix transcription factors based on deep learning model. J Bioinform Comput Biol 2022; 20:2250014. [DOI: 10.1142/s0219720022500147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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