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Bao P, Sun J, Qu G, Yan M, Cheng S, Ma W, Wang J, Hu R. Identification and expression analysis of CCCH gene family and screening of key low temperature stress response gene CbuC3H24 and CbuC3H58 in Catalpa bungei. BMC Genomics 2024; 25:779. [PMID: 39128988 DOI: 10.1186/s12864-024-10690-8] [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: 04/28/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024] Open
Abstract
Catalpa bungei, a tree indigenous to China, is renowned for its superior timber quality and as an ornamental in horticulture. To promote the cultivation of C. bungei in cold regions and expand its distribution, enhancing its cold tolerance is essential. The CCCH gene family is widely involved in plant growth, development, and expression under stress conditions, including low-temperature stress. However, a comprehensive identification and analysis of these genes have not yet been conducted. This study aims to identify key cold-tolerance-related genes within the CCCH gene family of C. bungei, providing the necessary theoretical support for its expansion in cold regions. In this study, 61 CCCH genes within C. bungei were identified and characterized. Phylogenetic assessment divided these genes into 9 subfamilies, with 55 members mapped across 16 chromosomes. The analysis of gene structures and protein motifs indicated that members within the same subfamily shared similar exon/intron distribution and motif patterns, supporting the phylogenetic classification. Collinearity analysis suggested that segmental duplications have played a significant role in the expansion of the C. bungei CCCH gene family. Notably, RNA sequencing analysis under 4 °C cold stress conditions identified CbuC3H24 and CbuC3H58 as exhibiting the most significant responses, highlighting their importance within the CCCH zinc finger family in response to cold stress. The findings of this study lay a theoretical foundation for further exploring the mechanisms of cold tolerance in C. bungei, providing crucial insights for its cultivation in cold regions.
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Affiliation(s)
- Pingan Bao
- State Key Laboratory of Tree Genetics and Breeding, Experimental Center of Forestry in North China, Chinese Academy of Forestry, National Permanent Scientific Research Base for Warm Temperate Zone Forestry of Jiulong Mountain in Beijing, Beijing, 102300, China
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, 150040, China
| | - Jingshuang Sun
- State Key Laboratory of Tree Genetics and Breeding, Experimental Center of Forestry in North China, Chinese Academy of Forestry, National Permanent Scientific Research Base for Warm Temperate Zone Forestry of Jiulong Mountain in Beijing, Beijing, 102300, China
| | - Guanzheng Qu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, 150040, China
| | - Maolin Yan
- Inner Mongolia Academy of Forestry, Hohhot, 010010, China
| | - Shiping Cheng
- Henan Key Laboratory of Germplasm Innovation and Utilization of Eco-economic Woody Plant, Pingdingshan University, Henan, 467000, China
| | - Wenjun Ma
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
| | - Junhui Wang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, 100091, China
| | - Ruiyang Hu
- State Key Laboratory of Tree Genetics and Breeding, Experimental Center of Forestry in North China, Chinese Academy of Forestry, National Permanent Scientific Research Base for Warm Temperate Zone Forestry of Jiulong Mountain in Beijing, Beijing, 102300, China.
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López-Martín M, Montero-Pau J, Ylla G, Gómez-Guillamón ML, Picó B, Pérez-de-Castro A. Insights into the early transcriptomic response against watermelon mosaic virus in melon. BMC PLANT BIOLOGY 2024; 24:58. [PMID: 38245701 PMCID: PMC10799517 DOI: 10.1186/s12870-024-04745-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 01/11/2024] [Indexed: 01/22/2024]
Abstract
BACKGROUND Watermelon mosaic virus (WMV) is one of the most prevalent viruses affecting melon worldwide. Recessive resistance to WMV in melon has previously been reported in the African accession TGR-1551. Moreover, the genomic regions associated to the resistance have also been described. Nevertheless, the transcriptomic response that might infer the resistance to this potyvirus has not been explored. RESULTS We have performed a comparative transcriptomic analysis using mock and WMV-inoculated plants of the susceptible cultivar "Bola de oro" (BO) and a resistant RIL (Recombinant inbred line) derived from the initial cross between "TGR-1551" and BO. In total, 616 genes were identified as differentially expressed and the weighted gene co-expression network analysis (WGCNA) detected 19 gene clusters (GCs), of which 7 were differentially expressed for the genotype x treatment interaction term. SNPs with a predicted high impact on the protein function were detected within the coding regions of most of the detected DEGs. Moreover, 3 and 16 DEGs were detected within the QTL regions previously described in chromosomes 11 and 5, respectively. In addition to these two specific genomic regions, we also observde large transcriptomic changes from genes spread across the genome in the resistant plants in response to the virus infection. This early response against WMV implied genes involved in plant-pathogen interaction, plant hormone signal transduction, the MAPK signaling pathway or ubiquitin mediated proteolysis, in detriment to the photosynthetic and basal metabolites pathways. Moreover, the gene MELO3C021395, which coded a mediator of RNA polymerase II transcription subunit 33A (MED33A), has been proposed as the candidate gene located on chromosome 11 conferring resistance to WMV. CONCLUSIONS The comparative transcriptomic analysis presented here showed that, even though the resistance to WMV in TGR-1551 has a recessive nature, it triggers an active defense response at a transcriptomic level, which involves broad-spectrum resistance mechanisms. Thus, this study represents a step forward on our understanding of the mechanisms underlaying WMV resistance in melon. In addition, it sheds light into a broader topic on the mechanisms of recessive resistances.
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Affiliation(s)
- María López-Martín
- COMAV, Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Cno. de Vera, s/n, 46022, València, Spain
| | - Javier Montero-Pau
- Instituto Cavanilles de biodiversidad y la biología evolutiva (ICBIBE), Universidad de Valencia, C/ del Catedrátic José Beltrán Martínez, 2, 46980, Paterna, Spain
| | - Guillem Ylla
- Laboratory of Bioinformatics and Genome Biology, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, 30-387, Kraków, Poland
| | - María Luisa Gómez-Guillamón
- Instituto de Hortofruticultura Subtropical y Mediterránea La Mayora, CSIC-UMA, Avda. Dr. Wienberg s/n, 29750, Málaga, Spain
| | - Belén Picó
- COMAV, Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Cno. de Vera, s/n, 46022, València, Spain
| | - Ana Pérez-de-Castro
- COMAV, Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Cno. de Vera, s/n, 46022, València, Spain.
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Deng Z, Yang Z, Liu X, Dai X, Zhang J, Deng K. Genome-Wide Identification and Expression Analysis of C3H Zinc Finger Family in Potato ( Solanum tuberosum L.). Int J Mol Sci 2023; 24:12888. [PMID: 37629069 PMCID: PMC10454627 DOI: 10.3390/ijms241612888] [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: 07/10/2023] [Revised: 08/11/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
Transcription factors containing a CCCH structure (C3H) play important roles in plant growth and development, and their stress response, but research on the C3H gene family in potato has not been reported yet. In this study, we used bioinformatics to identify 50 C3H genes in potato and named them StC3H-1 to StC3H-50 according to their location on chromosomes, and we analyzed their physical and chemical properties, chromosome location, phylogenetic relationship, gene structure, collinearity relationship, and cis-regulatory element. The gene expression pattern analysis showed that many StC3H genes are involved in potato growth and development, and their response to diverse environmental stresses. Furthermore, RT-qPCR data showed that the expression of many StC3H genes was induced by high temperatures, indicating that StC3H genes may play important roles in potato response to heat stress. In addition, Some StC3H genes were predominantly expressed in the stolon and developing tubers, suggesting that these StC3H genes may be involved in the regulation of tuber development. Together, these results provide new information on StC3H genes and will be helpful for further revealing the function of StC3H genes in the heat stress response and tuber development in potato.
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Affiliation(s)
- Zeyi Deng
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
| | - Zhijiang Yang
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
| | - Xinyan Liu
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
| | - Xiumei Dai
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing 400715, China
| | - Jiankui Zhang
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing 400715, China
| | - Kexuan Deng
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China; (Z.D.); (Z.Y.); (X.L.); (X.D.); (J.Z.)
- Engineering Research Center of South Upland Agriculture, Ministry of Education, Chongqing 400715, China
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Moulick D, Bhutia KL, Sarkar S, Roy A, Mishra UN, Pramanick B, Maitra S, Shankar T, Hazra S, Skalicky M, Brestic M, Barek V, Hossain A. The intertwining of Zn-finger motifs and abiotic stress tolerance in plants: Current status and future prospects. FRONTIERS IN PLANT SCIENCE 2023; 13:1083960. [PMID: 36684752 PMCID: PMC9846276 DOI: 10.3389/fpls.2022.1083960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 11/22/2022] [Indexed: 06/17/2023]
Abstract
Environmental stresses such as drought, high salinity, and low temperature can adversely modulate the field crop's ability by altering the morphological, physiological, and biochemical processes of the plants. It is estimated that about 50% + of the productivity of several crops is limited due to various types of abiotic stresses either presence alone or in combination (s). However, there are two ways plants can survive against these abiotic stresses; a) through management practices and b) through adaptive mechanisms to tolerate plants. These adaptive mechanisms of tolerant plants are mostly linked to their signalling transduction pathway, triggering the action of plant transcription factors and controlling the expression of various stress-regulated genes. In recent times, several studies found that Zn-finger motifs have a significant function during abiotic stress response in plants. In the first report, a wide range of Zn-binding motifs has been recognized and termed Zn-fingers. Since the zinc finger motifs regulate the function of stress-responsive genes. The Zn-finger was first reported as a repeated Zn-binding motif, comprising conserved cysteine (Cys) and histidine (His) ligands, in Xenopus laevis oocytes as a transcription factor (TF) IIIA (or TFIIIA). In the proteins where Zn2+ is mainly attached to amino acid residues and thus espousing a tetrahedral coordination geometry. The physical nature of Zn-proteins, defining the attraction of Zn-proteins for Zn2+, is crucial for having an in-depth knowledge of how a Zn2+ facilitates their characteristic function and how proteins control its mobility (intra and intercellular) as well as cellular availability. The current review summarized the concept, importance and mechanisms of Zn-finger motifs during abiotic stress response in plants.
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Affiliation(s)
- Debojyoti Moulick
- Department of Environmental Science, University of Kalyani, Nadia, West Bengal, India
| | - Karma Landup Bhutia
- Department of Agricultural Biotechnology & Molecular Breeding, College of Basic Science and Humanities, Dr. Rajendra Prasad Central Agricultural University, Samastipur, India
| | - Sukamal Sarkar
- School of Agriculture and Rural Development, Faculty Centre for Integrated Rural Development and Management (IRDM), Ramakrishna Mission Vivekananda Educational and Research Institute, Ramakrishna Mission Ashrama, Narendrapur, Kolkata, India
| | - Anirban Roy
- School of Agriculture and Rural Development, Faculty Centre for Integrated Rural Development and Management (IRDM), Ramakrishna Mission Vivekananda Educational and Research Institute, Ramakrishna Mission Ashrama, Narendrapur, Kolkata, India
| | - Udit Nandan Mishra
- Department of Crop Physiology and Biochemistry, Sri University, Cuttack, Odisha, India
| | - Biswajit Pramanick
- Department of Agronomy, Dr. Rajendra Prasad Central Agricultural University, PUSA, Samastipur, Bihar, India
- Department of Agronomy and Horticulture, University of Nebraska Lincoln, Scottsbluff, NE, United States
| | - Sagar Maitra
- Department of Agronomy and Agroforestry, Centurion University of Technology and Management, Paralakhemundi, Odisha, India
| | - Tanmoy Shankar
- Department of Agronomy and Agroforestry, Centurion University of Technology and Management, Paralakhemundi, Odisha, India
| | - Swati Hazra
- School of Agricultural Sciences, Sharda University, Greater Noida, Uttar Pradesh, India
| | - Milan Skalicky
- Department of Botany and Plant Physiology, Faculty of Agrobiology, Food, and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia
| | - Marian Brestic
- Department of Botany and Plant Physiology, Faculty of Agrobiology, Food, and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia
- Institute of Plant and Environmental Sciences, Slovak University of Agriculture, Nitra, Slovakia
| | - Viliam Barek
- Department of Water Resources and Environmental Engineering, Faculty of Horticulture and Landscape Engineering, Slovak University of Agriculture, Nitra, Slovakia
| | - Akbar Hossain
- Division of Agronomy, Bangladesh Wheat and Maize Research Institute, Dinajpur, Bangladesh
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Mutari B, Sibiya J, Shayanowako A, Chidzanga C, Matova PM, Gasura E. Genome-wide association mapping for component traits of drought tolerance in dry beans (Phaseolus vulgaris L.). PLoS One 2023; 18:e0278500. [PMID: 37200295 DOI: 10.1371/journal.pone.0278500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 04/30/2023] [Indexed: 05/20/2023] Open
Abstract
Understanding the genetic basis of traits of economic importance under drought stressed and well-watered conditions is important in enhancing genetic gains in dry beans (Phaseolus vulgaris L.). This research aims to: (i) identify markers associated with agronomic and physiological traits for drought tolerance and (ii) identify drought-related putative candidate genes within the mapped genomic regions. An andean and middle-american diversity panel (AMDP) comprising of 185 genotypes was screened in the field under drought stressed and well-watered conditions for two successive seasons. Agronomic and physiological traits, viz., days to 50% flowering (DFW), plant height (PH), days to physiological maturity (DPM), grain yield (GYD), 100-seed weight (SW), leaf temperature (LT), leaf chlorophyll content (LCC) and stomatal conductance (SC) were phenotyped. Principal component and association analysis were conducted using the filtered 9370 Diversity Arrays Technology sequencing (DArTseq) markers. The mean PH, GYD, SW, DPM, LCC and SC of the panel was reduced by 12.1, 29.6, 10.3, 12.6, 28.5 and 62.0%, respectively under drought stressed conditions. Population structure analysis revealed two sub-populations, which corresponded to the andean and middle-american gene pools. Markers explained 0.08-0.10, 0.22-0.23, 0.29-0.32, 0.43-0.44, 0.65-0.66 and 0.69-0.70 of the total phenotypic variability (R2) for SC, LT, PH, GYD, SW and DFW, respectively under drought stressed conditions. For well-watered conditions, R2 varied from 0.08 (LT) to 0.70 (DPM). Overall, 68 significant (p < 10-03) marker-trait associations (MTAs) and 22 putative candidate genes were identified across drought stressed and well-watered conditions. Most of the identified genes had known biological functions related to regulating the response to drought stress. The findings provide new insights into the genetic architecture of drought stress tolerance in common bean. The findings also provide potential candidate SNPs and putative genes that can be utilized in gene discovery and marker-assisted breeding for drought tolerance after validation.
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Affiliation(s)
- Bruce Mutari
- School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, Pietermaritzburg, South Africa
- Department of Research and Specialist Services, Crop Breeding Institute, Harare, Zimbabwe
| | - Julia Sibiya
- School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, Pietermaritzburg, South Africa
| | - Admire Shayanowako
- School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, Pietermaritzburg, South Africa
| | - Charity Chidzanga
- School of Agriculture, Food and Wine, The University of Adelaide, Glen Osmond, Australia
| | | | - Edmore Gasura
- University of Zimbabwe, Mt Pleasant, Harare, Zimbabwe
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Rashid Z, Babu V, Sharma SS, Singh PK, Nair SK. Identification and validation of a key genomic region on chromosome 6 for resistance to Fusarium stalk rot in tropical maize. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:4549-4563. [PMID: 36271945 PMCID: PMC9734215 DOI: 10.1007/s00122-022-04239-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/15/2022] [Indexed: 06/16/2023]
Abstract
A key genomic region was identified for resistance to FSR at 168 Mb on chromosome 6 in GWAS and haplotype regression analysis, which was validated by QTL mapping in two populations. Fusarium stalk rot (FSR) of maize is an economically important post-flowering stalk rot (PFSR) disease caused by Fusarium verticillioides. The pathogen invades the plant individually, or in combination with other stalk rot pathogens or secondary colonizers, thereby making it difficult to make accurate selection for resistance. For identification and validation of genomic regions associated with FSR resistance, a genome-wide association study (GWAS) was conducted with 342 maize lines. The panel was screened for FSR in three environments using standard artificial inoculation methodology. GWAS using the mixed linear model corrected for population structure and kinship was done, in which 290,626 SNPs from genotyping-by-sequencing were used. A total of 7 SNPs, five on chromosome 6 showing strong LD at 168 Mb, were identified to be associated with FSR. Haplotype regression analysis identified 32 haplotypes with a significant effect on the trait. In a QTL mapping experiment in two populations for validating the identified variants, QTLs were identified with confidence intervals having overlapped physical coordinates in both the populations on chromosome 6, which was closely located to the GWAS-identified variants on chromosome 6. It makes this genomic region a crucial one to further investigate the possibility of developing trait markers for deployment in breeding pipelines. It was noted that previously reported QTLs for other stalk rots in maize mapped within the same physical intervals of several haplotypes identified for FSR resistance in this study. The possibility of QTLs controlling broad-spectrum resistance for PFSR in general requires further investigation.
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Affiliation(s)
- Zerka Rashid
- International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Greater, Hyderabad, 502324, Telangana, India
| | - Veerendra Babu
- International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Greater, Hyderabad, 502324, Telangana, India
| | - Shyam Sundar Sharma
- Maharana Pratap University of Agriculture and Technology (MPUAT), Udaipur, 313001, Rajasthan, India
| | - Pradeep Kumar Singh
- International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Greater, Hyderabad, 502324, Telangana, India
- Corteva Agriscience Seeds India Pvt Ltd., Madhapur, Hyderabad, 500081, Telangana, India
| | - Sudha Krishnan Nair
- International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Greater, Hyderabad, 502324, Telangana, India.
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Liang N, Cheng D, Zhao L, Lu H, Xu L, Bi Y. Identification of the Genes Encoding B3 Domain-Containing Proteins Related to Vernalization of Beta vulgaris. Genes (Basel) 2022; 13:genes13122217. [PMID: 36553484 PMCID: PMC9778101 DOI: 10.3390/genes13122217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 11/18/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Vernalization is the process of exposure to low temperatures, which is crucial for the transition from vegetative to reproductive growth of plants. In this study, the global landscape vernalization-related mRNAs and long noncoding RNAs (lncRNAs) were identified in Beta vulgaris. A total of 22,159 differentially expressed mRNAs and 4418 differentially expressed lncRNAs were uncovered between the vernalized and nonvernalized samples. Various regulatory proteins, such as zinc finger CCCH domain-containing proteins, F-box proteins, flowering-time-related proteins FY and FPA, PHD finger protein EHD3 and B3 domain proteins were identified. Intriguingly, a novel vernalization-related lncRNA-mRNA target-gene co-expression regulatory network and the candidate vernalization genes, VRN1, VRN1-like, VAL1 and VAL2, encoding B3 domain-containing proteins were also unveiled. The results of this study pave the way for further illumination of the molecular mechanisms underlying the vernalization of B. vulgaris.
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Affiliation(s)
- Naiguo Liang
- School of Life Sciences and Food Engineering, Huaiyin Institute of Technology, Huaian 223001, China
- Correspondence:
| | - Dayou Cheng
- School of Chemical Engineering and Technology, Harbin Institute of Technology, Harbin 150001, China
| | - Li Zhao
- School of Life Sciences and Food Engineering, Huaiyin Institute of Technology, Huaian 223001, China
| | - Hedong Lu
- School of Life Sciences and Food Engineering, Huaiyin Institute of Technology, Huaian 223001, China
| | - Lei Xu
- School of Life Sciences and Food Engineering, Huaiyin Institute of Technology, Huaian 223001, China
| | - Yanhong Bi
- School of Life Sciences and Food Engineering, Huaiyin Institute of Technology, Huaian 223001, China
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Genome-Wide Identification and Expression Analysis of the Zinc Finger Protein Gene Subfamilies under Drought Stress in Triticum aestivum. PLANTS 2022; 11:plants11192511. [PMID: 36235376 PMCID: PMC9572532 DOI: 10.3390/plants11192511] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/17/2022] [Accepted: 09/22/2022] [Indexed: 12/05/2022]
Abstract
The zinc finger protein (ZFP) family is one of plants’ most diverse family of transcription factors. These proteins with finger-like structural domains have been shown to play a critical role in plant responses to abiotic stresses such as drought. This study aimed to systematically characterize Triticum aestivum ZFPs (TaZFPs) and understand their roles under drought stress. A total of 9 TaC2H2, 38 TaC3HC4, 79 TaCCCH, and 143 TaPHD were identified, which were divided into 4, 7, 12, and 14 distinct subgroups based on their phylogenetic relationships, respectively. Segmental duplication dominated the evolution of four subfamilies and made important contributions to the large-scale amplification of gene families. Syntenic relationships, gene duplications, and Ka/Ks result consistently indicate a potential strong purifying selection on TaZFPs. Additionally, TaZFPs have various abiotic stress-associated cis-acting regulatory elements and have tissue-specific expression patterns showing different responses to drought and heat stress. Therefore, these genes may play multiple functions in plant growth and stress resistance responses. This is the first comprehensive genome-wide analysis of ZFP gene families in T. aestivum to elucidate the basis of their function and resistance mechanisms, providing a reference for precise manipulation of genetic engineering for drought resistance in T. aestivum.
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Transcriptome-Wide Identification of CCCH-Type Zinc Finger Proteins Family in Pinus massoniana and RR-TZF Proteins in Stress Response. Genes (Basel) 2022; 13:genes13091639. [PMID: 36140811 PMCID: PMC9498899 DOI: 10.3390/genes13091639] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/09/2022] [Accepted: 09/12/2022] [Indexed: 11/17/2022] Open
Abstract
CCCH-type zinc finger proteins play an important role in multiple biotic and abiotic stresses. More and more reports about CCCH functions in plant development and stress responses have appeared over the past few years, focusing especially on tandem CCCH zinc finger proteins (TZFs). However, this has not been reported in Pinaceae. In this study, we identified 46 CCCH proteins, including 6 plant TZF members in Pinus massoniana, and performed bioinformatic analysis. According to RT-PCR analysis, we revealed the expression patterns of five RR-TZF genes under different abiotic stresses and hormone treatments. Meanwhile, tissue-specific expression analysis suggested that all genes were mainly expressed in needles. Additionally, RR-TZF genes showed transcriptional activation activity in yeast. The results in this study will be beneficial in improving the stress resistance of P. massoniana and facilitating further studies on the biological and molecular functions of CCCH zinc finger proteins.
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Castander-Olarieta A, Pereira C, Mendes VM, Correia S, Manadas B, Canhoto J, Montalbán IA, Moncaleán P. Thermopriming-associated proteome and sugar content responses in Pinus radiata embryogenic tissue. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 321:111327. [PMID: 35696927 DOI: 10.1016/j.plantsci.2022.111327] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 05/02/2022] [Accepted: 05/12/2022] [Indexed: 06/15/2023]
Abstract
Improving the capacity of plants to face adverse environmental conditions requires a deep understanding of the molecular mechanisms governing stress response and adaptation. Proteomics, combined with metabolic analyses, offers a wide resource of information to be used in plant breeding programs. Previous studies have shown that somatic embryogenesis in Pinus spp. is a suitable tool not only to investigate stress response processes but also to modulate the behaviour of somatic plants. Based on this, the objective of this study was to analyse the protein and soluble sugar profiles of Pinus radiata embryonal masses after the application of high temperatures to unravel the mechanisms involved in thermopriming and memory acquisition at early stages of the somatic embryogenesis process. Results confirmed that heat provokes deep readjustments in the life cycle of proteins, together with a significant reduction in the carbon-flux of central-metabolism pathways. Heat-priming also promotes the accumulation of proteins involved in oxidative stress defence, in the synthesis of specific amino acids such as isoleucine, influences cell division, the organization of the cytoskeleton and cell-walls, and modifies the levels of free soluble sugars like glucose or fructose. All this seems to be regulated by proteins linked with epigenetic, transcriptional and post-transcriptional mechanisms.
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Affiliation(s)
| | - Cátia Pereira
- Department of Forestry Science, NEIKER-BRTA, Arkaute, Spain; Center for Functional Ecology, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Vera M Mendes
- CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Sandra Correia
- Center for Functional Ecology, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Bruno Manadas
- CNC - Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Jorge Canhoto
- Center for Functional Ecology, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
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Jo KR, Cho S, Cho JH, Park HJ, Choi JG, Park YE, Cho KS. Analysis of genetic diversity and population structure among cultivated potato clones from Korea and global breeding programs. Sci Rep 2022; 12:10462. [PMID: 35729234 PMCID: PMC9213424 DOI: 10.1038/s41598-022-12874-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 04/25/2022] [Indexed: 11/16/2022] Open
Abstract
Characterizing the genetic diversity and population structure of breeding materials is essential for breeding to improve crop plants. The potato is an important non-cereal food crop worldwide, but breeding potatoes remains challenging owing to their auto-tetraploidy and highly heterozygous genome. We evaluated the genetic structure of a 110-line Korean potato germplasm using the SolCAP 8303 single nucleotide polymorphism (SNP) Infinium array and compared it with potato clones from other countries to understand the genetic landscape of cultivated potatoes. Following the tetraploid model, we conducted population structure analysis, revealing three subpopulations represented by two Korean potato groups and one separate foreign potato group within 110 lines. When analyzing 393 global potato clones, country/region-specific genetic patterns were revealed. The Korean potato clones exhibited higher heterozygosity than those from Japan, the United States, and other potato landraces. We also employed integrated extended haplotype homozygosity (iHS) and cross-population extended haplotype homozygosity (XP-EHH) to identify selection signatures spanning candidate genes associated with biotic and abiotic stress tolerance. Based on the informativeness of SNPs for dosage genotyping calls, 10 highly informative SNPs discriminating all 393 potatoes were identified. Our results could help understanding a potato breeding history that reflects regional adaptations and distinct market demands.
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Affiliation(s)
- Kwang Ryong Jo
- Highland Agriculture Research Institute, National Institute of Crop Science, Rural Development Administration, Pyeongchang, 25342, Republic of Korea
| | - Seungho Cho
- Department of Central Area Crop Science, National Institute of Crop Science, Rural Development Administration, Suwon, 16429, Republic of Korea
| | - Ji-Hong Cho
- Highland Agriculture Research Institute, National Institute of Crop Science, Rural Development Administration, Pyeongchang, 25342, Republic of Korea
| | - Hyun-Jin Park
- Highland Agriculture Research Institute, National Institute of Crop Science, Rural Development Administration, Pyeongchang, 25342, Republic of Korea
| | - Jang-Gyu Choi
- Highland Agriculture Research Institute, National Institute of Crop Science, Rural Development Administration, Pyeongchang, 25342, Republic of Korea
| | - Young-Eun Park
- Highland Agriculture Research Institute, National Institute of Crop Science, Rural Development Administration, Pyeongchang, 25342, Republic of Korea
| | - Kwang-Soo Cho
- Department of Southern Area Crop Science, National Institute of Crop Science, Rural Development Administration, Miryang, 50424, Republic of Korea.
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12
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Baytar AA, Peynircioğlu C, Sezener V, Frary A, Doğanlar S. Association analysis of germination level cold stress tolerance and candidate gene identification in Upland cotton ( Gossypium hirsutum L.). PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2022; 28:1049-1060. [PMID: 35722519 PMCID: PMC9203649 DOI: 10.1007/s12298-022-01184-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 04/26/2022] [Accepted: 05/11/2022] [Indexed: 05/03/2023]
Abstract
Cotton originated from ancestors in the Gossypium genus that grew in semi-desert habitats. As a result, it is adversely affected by low temperatures especially during germination and the first weeks of growth. Despite this, there are relatively few molecular studies on cold stress in cotton. This limitation may present a future breeding handicap, as recent years have witnessed increased low temperature damage to cotton production. Cold tolerance is a sustainable approach to obtain good production in case of extreme cold. In the present study, 110 Upland cotton (Gossypium hirsutum) genotypes were evaluated for cold tolerance at the germination stage. We identified vigorous genotypes with cold-related parameters that outperformed the panel's average performance ( x ¯ = 76.9% CG, 83.9% CSI, 167.5 CWVI). Molecular genetic diversity analysis with 101 simple sequence repeat (SSR) markers yielding 416 loci was used to select tolerant genotypes that could be important materials for breeding this trait. A total of 16 marker-cold tolerance trait associations (p < 0.005) were identified with 10 of them having major effects (PVE > 10%). Based on the positions of these markers, candidate genes for cold tolerance in the G. hirsutum genome were identified. Three of these markers (BNL0569, CIR081 and CIR202) are important candidates for use in marker-assisted breeding for cold tolerance because they mapped to genes previously associated with cold tolerance in other plant species such as Arabidopsis thaliana, rice and tomato. Supplementary Information The online version contains supplementary material available at 10.1007/s12298-022-01184-6.
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Affiliation(s)
- Asena Akkose Baytar
- Department of Molecular Biology and Genetics, Izmir Institute of Technology, Izmir, Turkey
| | - Ceng Peynircioğlu
- Özaltın Agricultural Enterprises Industry and Commerce Inc., Aydın, Turkey
| | - Volkan Sezener
- Nazilli Cotton Research Institute, Nazilli, Aydın Turkey
| | - Anne Frary
- Department of Molecular Biology and Genetics, Izmir Institute of Technology, Izmir, Turkey
| | - Sami Doğanlar
- Department of Molecular Biology and Genetics, Izmir Institute of Technology, Izmir, Turkey
- Plant Science and Technology Applied Research Center, Izmir Institute of Technology, Izmir, Turkey
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13
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Sun A, Li Y, He Y, Zou X, Chen F, Ji R, You C, Yu K, Li Y, Xiao W, Guo X. Comprehensive Genome-Wide Identification, Characterization, and Expression Analysis of CCHC-Type Zinc Finger Gene Family in Wheat ( Triticum aestivum L.). FRONTIERS IN PLANT SCIENCE 2022; 13:892105. [PMID: 35574096 PMCID: PMC9100697 DOI: 10.3389/fpls.2022.892105] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 04/11/2022] [Indexed: 06/15/2023]
Abstract
The CCHC-type zinc finger proteins (CCHC-ZFPs) play versatile roles in plant growth, development and adaptation to the environment. However, little is known about functions of CCHC-ZFP gene family memebers in Triticum aestivum. In the present study, we identified a total of 50 TaCCHC-ZFP genes from the 21 wheat chromosomes, which were phylogenetically classified into eight groups based on their specific motifs and gene structures. The 43 segmentally duplicated TaCCHC-ZFP genes were retrieved, which formed 36 segmental duplication gene pairs. The collinearity analyses among wheat and other eight mono/dicots revealed that no gene pairs were found between wheat and the three dicots. The promoter analyses of the TaCCHC-ZFP genes showed that 636 environmental stress-responsive and phytohormone-responsive cis-elements. The gene ontology enrichment analysis indicated that all the TaCCHC-ZFP genes were annotated under nucleic acid binding and metal ion binding. A total of 91 MicroRNA (miRNA) binding sites were identified in 34 TaCCHC-ZFP genes according to the miRNA target analysis. Based on the public transcriptome data, the 38 TaCCHC-ZFP genes were identified as differentially expressed gene. The expression profiles of 15 TaCCHC-ZFP genes were verified by the quantitative real-time PCR assays, and the results showed that these genes were responsive to drought or heat treatments. Our work systematically investigated the gene structures, evolutionary features, and potential functions of TaCCHC-ZFP genes. It lays a foundation for further research and application of TaCCHC-ZFP genes in genetic improvement of T. aestivum.
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Ai Q, Pan W, Zeng Y, Li Y, Cui L. CCCH Zinc finger genes in Barley: genome-wide identification, evolution, expression and haplotype analysis. BMC PLANT BIOLOGY 2022; 22:117. [PMID: 35291942 PMCID: PMC8922935 DOI: 10.1186/s12870-022-03500-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/01/2022] [Indexed: 05/03/2023]
Abstract
BACKGROUND CCCH transcription factors are important zinc finger transcription factors involved in the response to biotic and abiotic stress and physiological and developmental processes. Barley (Hordeum vulgare) is an agriculturally important cereal crop with multiple uses, such as brewing production, animal feed, and human food. The identification and assessment of new functional genes are important for the molecular breeding of barley. RESULTS In this study, a total of 53 protein-encoding CCCH genes unevenly dispersed on seven different chromosomes were identified in barley. Phylogenetic analysis categorized the barley CCCH genes (HvC3Hs) into eleven subfamilies according to their distinct features, and this classification was supported by intron-exon structure and conserved motif analysis. Both segmental and tandem duplication contributed to the expansion of CCCH gene family in barley. Genetic variation of HvC3Hs was characterized using publicly available exome-capture sequencing datasets. Clear genetic divergence was observed between wild and landrace barley populations in HvC3H genes. For most HvC3Hs, nucleotide diversity and the number of haplotype polymorphisms decreased during barley domestication. Furthermore, the HvC3H genes displayed distinct expression profiles for different developmental processes and in response to various types of stresses. The HvC3H1, HvC3H2 and HvC3H13 of arginine-rich tandem CCCH zinc finger (RR-TZF) genes were significantly induced by multiple types of abiotic stress and/or phytohormone treatment, which might make them as excellent targets for the molecular breeding of barley. CONCLUSIONS Overall, our study provides a comprehensive characterization of barley CCCH transcription factors, their diversity, and their biological functions.
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Affiliation(s)
- Qi Ai
- College of Bioscience and Engineering, Jiangxi Agricultural University, Nanchang, 330045 Jiangxi China
- State Key Laboratory of Crop Stress Biology in Arid Areas and College of Agronomy, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Wenqiu Pan
- State Key Laboratory of Crop Stress Biology in Arid Areas and College of Agronomy, Northwest A&F University, Yangling, 712100 Shaanxi China
| | - Yan Zeng
- College of Bioscience and Engineering, Jiangxi Agricultural University, Nanchang, 330045 Jiangxi China
| | - Yihan Li
- College of Bioscience and Engineering, Jiangxi Agricultural University, Nanchang, 330045 Jiangxi China
| | - Licao Cui
- College of Bioscience and Engineering, Jiangxi Agricultural University, Nanchang, 330045 Jiangxi China
- Key Laboratory for Crop Gene Resources and Germplasm Enhancement, MOA, National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081 China
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15
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Ruan X, Wang Z, Su Y, Wang T. Full-length transcriptome analysis of multiple organs and identification of adaptive genes and pathways in Mikania micrantha. Sci Rep 2022; 12:3272. [PMID: 35228580 PMCID: PMC8885683 DOI: 10.1038/s41598-022-07198-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 02/08/2022] [Indexed: 11/25/2022] Open
Abstract
Mikania micrantha is a notorious invasive weed that has caused huge economic loss and negative ecological consequences in invaded areas. This species can adapt well to invasive environments with various stress factors. The identification of gene families and functional pathways related to environmental adaptability is lack in M. micrantha at the multi-organ full-length transcriptome level. In this study, we sequenced the transcriptomes of five M. micrantha organs using PacBio single-molecule real-time sequencing and Illumina RNA sequencing technologies. Based on the transcriptome data, full-length transcripts were captured and gene expression patterns among the five organs were analyzed. KEGG enrichment analysis of genes with higher expression indicated their special roles in environmental stress response and adversity adaptation in the various five organs. The gene families and pathways related to biotic and abiotic factors, including terpene synthases, glutathione S-transferases, antioxidant defense system, and terpenoid biosynthesis pathway, were characterized. The expression levels of most differentially expressed genes in the antioxidant defense system and terpenoid biosynthesis pathway were higher in root, stem, and leaf than in the other two organs, suggesting that root, stem, and leaf have strong ability to respond to adverse stresses and form the important organs of terpenoid synthesis and accumulation. Additionally, a large number of transcription factors and alternative splicing events were predicted. This study provides a comprehensive transcriptome resource for M. micrantha, and our findings facilitate further research on the adaptive evolution and functional genomics of this species.
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Affiliation(s)
- Xiaoxian Ruan
- School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Zhen Wang
- School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Yingjuan Su
- School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China. .,Research Institute of Sun Yat-sen University in Shenzhen, Shenzhen, 518057, China.
| | - Ting Wang
- Research Institute of Sun Yat-sen University in Shenzhen, Shenzhen, 518057, China. .,College of Life Sciences, South China Agricultural University, Guangzhou, 510641, China.
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16
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Pi B, Pan J, Xiao M, Hu X, Zhang L, Chen M, Liu B, Ruan Y, Huang Y. Systematic analysis of CCCH zinc finger family in Brassica napus showed that BnRR-TZFs are involved in stress resistance. BMC PLANT BIOLOGY 2021; 21:555. [PMID: 34814855 PMCID: PMC8609832 DOI: 10.1186/s12870-021-03340-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 11/10/2021] [Indexed: 05/19/2023]
Abstract
BACKGROUND CCCH zinc finger family is one of the largest transcription factor families related to multiple biotic and abiotic stresses. Brassica napus L., an allotetraploid oilseed crop formed by natural hybridization between two diploid progenitors, Brassica rapa and Brassica oleracea. A systematic identification of rapeseed CCCH family genes is missing and their functional characterization is still in infancy. RESULTS In this study, 155 CCCH genes, 81 from its parent B. rapa and 74 from B. oleracea, were identified and divided into 15 subfamilies in B. napus. Organization and syntenic analysis explained the distribution and collinearity relationship of CCCH genes, the selection pressure and evolution of duplication gene pairs in B. napus genome. 44 diploid duplication gene pairs and 4 triple duplication gene groups were found in B. napus of CCCH family and the segmental duplication is attributed to most CCCH gene duplication events in B. napus. Nine types of CCCH motifs exist in B. napus CCCH family members, and motif C-X7/8-C-X5-C-X3-H is the most common and a new conserved CCH motif (C-X5-C-X3-H) has been identified. In addition, abundant stress-related cis-elements exist in promoters of 27 subfamily IX (RR-TZF) genes and their expression profiles indicated that RR-TZF genes could be involved in responses to hormone and abiotic stress. CONCLUSIONS The results provided a foundation to understand the basic characterization and genes evolution of CCCH gene family in B. napus, and provided potential targets for genetic engineering in Brassicaceae crops in pursuit of stress-tolerant traits.
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Affiliation(s)
- Boyi Pi
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Jiao Pan
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Mu Xiao
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Xinchang Hu
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
- College of Agronomy, Hunan Agricultural University, Changsha, 410128, China
| | - Lei Zhang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Min Chen
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Boyu Liu
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Ying Ruan
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China
| | - Yong Huang
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha, 410128, China.
- Key Laboratory of Crop Epigenetic Regulation and Development in Hunan Province, Changsha, 410128, China.
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QTL mapping and candidate gene mining of flag leaf size traits in Japonica rice based on linkage mapping and genome-wide association study. Mol Biol Rep 2021; 49:63-71. [PMID: 34677716 DOI: 10.1007/s11033-021-06842-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 10/13/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND As one of the most important factors of the japonica rice plant, leaf shape affects the photosynthesis and carbohydrate accumulation directly. Mining and using new leaf shape related genes/QTLs can further enrich the theory of molecular breeding and accelerate the breeding process of japonica rice. METHODS In the present study, 2 RILs and a natural population with 295 japonica rice varieties were used to map QTLs for flag leaf length (FL), flag leaf width (FW) and flag leaf area (FLA) by linkage analysis and genome-wide association study (GWAS) throughout 2 years. RESULTS A total of 64 QTLs were detected by 2 ways, and pleiotropic QTLs qFL2 (Chr2_33,332,579) and qFL10 (Chr10_10,107,835; Chr10_10,230,100) consisted of overlapping QTLs mapped by linkage analysis and GWAS throughout the 2 years were identified. CONCLUSIONS The candidate genes LOC_Os02g54254, LOC_Os02g54550, LOC_Os10g20160, LOC_Os10g20240, LOC_Os10g20260 were obtained, filtered by linkage disequilibrium (LD), and haplotype analysis. LOC_Os10g20160 (SD-RLK-45) showed outstanding characteristics in quantitative real-time PCR (qRT-PCR) analysis in leaf development period, belongs to S-domain receptor-like protein kinases gene and probably to be a main gene regulating flag leaf width of japonica rice. The results of this study provide valuable resources for mining the main genes/QTLs of japonica rice leaf development and molecular breeding of japonica rice ideal leaf shape.
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Lo S, Parker T, Muñoz-Amatriaín M, Berny-Mier Y Teran JC, Jernstedt J, Close TJ, Gepts P. Genetic, anatomical, and environmental patterns related to pod shattering resistance in domesticated cowpea [Vigna unguiculata (L.) Walp]. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:6219-6229. [PMID: 34106233 DOI: 10.1093/jxb/erab259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 06/06/2021] [Indexed: 05/27/2023]
Abstract
Pod shattering, which causes the explosive release of seeds from the pod, is one of the main sources of yield losses in cowpea in arid and semi-arid areas. Reduction of shattering has therefore been a primary target for selection during domestication and improvement of cowpea, among other species. Using a mini-core diversity panel of 368 cowpea accessions, four regions with a statistically significant association with pod shattering were identified. Two genes (Vigun03g321100 and Vigun11g100600), involved in cell wall biosynthesis, were identified as strong candidates for pod shattering. Microscopic analysis was conducted on a subset of accessions representing the full spectrum of shattering phenotypes. This analysis indicated that the extent of wall fiber deposition was highly correlated with shattering. The results from this study also demonstrate that pod shattering in cowpea is exacerbated by arid environmental conditions. Finally, using a subset of West African landraces, patterns of historical selection for shattering resistance related to precipitation in the environment of origin were identified. Together, these results shed light on sources of resistance to pod shattering, which will, in turn, improve climate resilience of a major global nutritional staple.
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Affiliation(s)
- Sassoum Lo
- Department of Botany and Plant Sciences, University of California, Riverside, CA 92521,USA
- Department of Plant Sciences/MS1, University of California, Davis, CA 95616-8780,USA
| | - Travis Parker
- Department of Plant Sciences/MS1, University of California, Davis, CA 95616-8780,USA
| | - María Muñoz-Amatriaín
- Department of Botany and Plant Sciences, University of California, Riverside, CA 92521,USA
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80523,USA
| | | | - Judy Jernstedt
- Department of Plant Sciences/MS1, University of California, Davis, CA 95616-8780,USA
| | - Timothy J Close
- Department of Botany and Plant Sciences, University of California, Riverside, CA 92521,USA
| | - Paul Gepts
- Department of Plant Sciences/MS1, University of California, Davis, CA 95616-8780,USA
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Han G, Qiao Z, Li Y, Wang C, Wang B. The Roles of CCCH Zinc-Finger Proteins in Plant Abiotic Stress Tolerance. Int J Mol Sci 2021; 22:ijms22158327. [PMID: 34361093 PMCID: PMC8347928 DOI: 10.3390/ijms22158327] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/27/2021] [Accepted: 07/29/2021] [Indexed: 01/07/2023] Open
Abstract
Zinc-finger proteins, a superfamily of proteins with a typical structural domain that coordinates a zinc ion and binds nucleic acids, participate in the regulation of growth, development, and stress adaptation in plants. Most zinc fingers are C2H2-type or CCCC-type, named after the configuration of cysteine (C) and histidine (H); the less-common CCCH zinc-finger proteins are important in the regulation of plant stress responses. In this review, we introduce the domain structures, classification, and subcellular localization of CCCH zinc-finger proteins in plants and discuss their functions in transcriptional and post-transcriptional regulation via interactions with DNA, RNA, and other proteins. We describe the functions of CCCH zinc-finger proteins in plant development and tolerance to abiotic stresses such as salt, drought, flooding, cold temperatures and oxidative stress. Finally, we summarize the signal transduction pathways and regulatory networks of CCCH zinc-finger proteins in their responses to abiotic stress. CCCH zinc-finger proteins regulate the adaptation of plants to abiotic stress in various ways, but the specific molecular mechanisms need to be further explored, along with other mechanisms such as cytoplasm-to-nucleus shuttling and post-transcriptional regulation. Unraveling the molecular mechanisms by which CCCH zinc-finger proteins improve stress tolerance will facilitate the breeding and genetic engineering of crops with improved traits.
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Affiliation(s)
- Guoliang Han
- Correspondence: (G.H.); (B.W.); Tel./Fax: +86-531-8618-0197 (B.W.)
| | | | | | | | - Baoshan Wang
- Correspondence: (G.H.); (B.W.); Tel./Fax: +86-531-8618-0197 (B.W.)
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20
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Plant RNA Binding Proteins as Critical Modulators in Drought, High Salinity, Heat, and Cold Stress Responses: An Updated Overview. Int J Mol Sci 2021; 22:ijms22136731. [PMID: 34201749 PMCID: PMC8269355 DOI: 10.3390/ijms22136731] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 06/21/2021] [Accepted: 06/22/2021] [Indexed: 02/07/2023] Open
Abstract
Plant abiotic stress responses are tightly regulated by different players at multiple levels. At transcriptional or post-transcriptional levels, several RNA binding proteins (RBPs) regulate stress response genes through RNA metabolism. They are increasingly recognized as critical modulators of a myriad of biological processes, including stress responses. Plant RBPs are heterogeneous with one or more conservative RNA motifs that constitute canonical/novel RNA binding domains (RBDs), which can bind to target RNAs to determine their regulation as per the plant requirements at given environmental conditions. Given its biological significance and possible consideration as a potential tool in genetic manipulation programs to improve key agronomic traits amidst frequent episodes of climate anomalies, studies concerning the identification and functional characterization of RBP candidate genes are steadily mounting. This paper presents a comprehensive overview of canonical and novel RBPs and their functions in major abiotic stresses including drought, heat, salt, and cold stress conditions. To some extent, we also briefly describe the basic motif structure of RBPs that would be useful in forthcoming studies. Additionally, we also collected RBP genes that were modulated by stress, but that lacked functional characterization, providing an impetus to conduct further research.
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21
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Li CH, Fang QX, Zhang WJ, Li YH, Zhang JZ, Chen S, Yin ZG, Li WJ, Liu WD, Yi Z, Mu ZS, Du JD. Genome-wide identification of the CCCH gene family in rose (Rosa chinensis Jacq.) reveals its potential functions. BIOTECHNOL BIOTEC EQ 2021. [DOI: 10.1080/13102818.2021.1901609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Cai-hua Li
- Economic Plant Research Laboratory, Institute of Economic Botany, Jilin Academy of Agricultural Science, Changchun, Jilin, PR China
| | - Qing-xi Fang
- Ornamental Plant Breeding Laboratory, Agricultural College, Northeast Agricultural University, Harbin, Heilongjiang, PR China
| | - Wen-Jing Zhang
- Agricultural Sector, National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, PR China
| | - Yu-huan Li
- Economic Plant Research Laboratory, Institute of Economic Botany, Jilin Academy of Agricultural Science, Changchun, Jilin, PR China
| | - Jin-zhu Zhang
- Ornamental Plant Breeding Laboratory, Agricultural College, Northeast Agricultural University, Harbin, Heilongjiang, PR China
| | - Shuai Chen
- Ornamental Plant Breeding Laboratory, Agricultural College, Northeast Agricultural University, Harbin, Heilongjiang, PR China
| | - Zhen-Gong Yin
- Edible Bean Research Laboratory, Crop Resources Institute of Heilongjiang Academy of Agricultural Sciences Harbin, Heilongjiang, PR China
| | - Wei-Jia Li
- Agricultural Sector, National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, PR China
| | - Wen-da Liu
- Agricultural Sector, National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, PR China
| | - Zheng Yi
- Economic Plant Research Laboratory, Institute of Economic Botany, Jilin Academy of Agricultural Science, Changchun, Jilin, PR China
| | - Zhong-sheng Mu
- Economic Plant Research Laboratory, Institute of Economic Botany, Jilin Academy of Agricultural Science, Changchun, Jilin, PR China
| | - Ji-dao Du
- Agricultural Sector, National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang, PR China
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22
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Wang R, Han T, Sun J, Xu L, Fan J, Cao H, Liu C. Genome-wide identification and characterization of the OFP gene family in Chinese cabbage ( Brassica rapa L. ssp. pekinensis). PeerJ 2021; 9:e10934. [PMID: 33717690 PMCID: PMC7938782 DOI: 10.7717/peerj.10934] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 01/21/2021] [Indexed: 11/20/2022] Open
Abstract
Ovate family proteins (OFPs) are a class of proteins with a conserved OVATE domain that contains approximately 70 amino acid residues. OFP proteins are plant-specific transcription factors that participate in regulating plant growth and development and are widely distributed in many plants. Little is known about OFPs in Brassica rapa to date. We identified 29 OFP genes in Brassica rapa and found that they were unevenly distributed on 10 chromosomes. Intron gain events may have occurred during the structural evolution of BraOFP paralogues. Syntenic analysis verified Brassica genome triplication, and whole genome duplication likely contributed to the expansion of the OFP gene family. All BraOFP genes had light responsive- and phytohormone-related cis-acting elements. Expression analysis from RNA-Seq data indicated that there were obvious changes in the expression levels of six OFP genes in the Brassica rapa hybrid, which may contribute to the formation of heterosis. Finally, we found that the paralogous genes had different expression patterns among the hybrid and its parents. These results provide the theoretical basis for the further analysis of the biological functions of OFP genes across the Brassica species.
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Affiliation(s)
- Ruihua Wang
- Biological and Agricultural College, Weifang University, Weifang, China
| | - Taili Han
- Vegetable Research Institute, Weifang Academy of Agricultural Sciences, Weifang, China
| | - Jifeng Sun
- Vegetable Research Institute, Weifang Academy of Agricultural Sciences, Weifang, China
| | - Ligong Xu
- Vegetable Research Institute, Weifang Academy of Agricultural Sciences, Weifang, China
| | - Jingjing Fan
- Biological and Agricultural College, Weifang University, Weifang, China
| | - Hui Cao
- Biological and Agricultural College, Weifang University, Weifang, China
| | - Chunxiang Liu
- Biological and Agricultural College, Weifang University, Weifang, China
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23
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Choi J, Lee W, An G, Kim SR. OsCBE1, a Substrate Receptor of Cullin4-Based E3 Ubiquitin Ligase, Functions as a Regulator of Abiotic Stress Response and Productivity in Rice. Int J Mol Sci 2021; 22:ijms22052487. [PMID: 33801226 PMCID: PMC7957871 DOI: 10.3390/ijms22052487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 02/22/2021] [Accepted: 02/24/2021] [Indexed: 01/03/2023] Open
Abstract
Ubiquitination is an important environmental stress response, and E3 ubiquitin ligases play a major role in the process. T-DNA insertion mutants of rice, Oscbe1-1, and Oscbe1-2, were identified through the screening of cold stress tolerance at seedling stage. Oscbe1 mutants showed a significantly higher cold stress tolerance in the fresh weight, chlorophyll content, and photosynthetic efficiency than wild type. Molecular prediction showed that OsCBE1 (Oryza sativa Cullin4-Based E3 ubiquitin ligase1) encoded a novel substrate receptor of Cullin4-based E3 ubiquitin ligase complex (C4E3). Whereas Oscbe1 mutants had fewer panicles and grains than wild type in the paddy field, the overexpression lines of OsCBE1 had more panicles and grains, suggesting that OsCBE1 is involved in the regulation of both abiotic stress response and development. Oscbe1 mutants also showed ABA hypersensitivity during seed germination, suggesting OsCBE1 function for the stress response via ABA signaling. In silico analysis of OsCBE1 activity predicted a CCCH-type transcription factor, OsC3H32, as a putative substrate. Co-IP (Co-immunoprecipitation) study showed that OsCBE1 interacts with OsDDB1, an expected binding component of OsCBE1 and OsC3H32. Additionally, expression of OsOLE16, OsOLE18, and OsBURP5 were negatively related with expression of OsCBE1. These results suggest that OsCBE1 functions as a regulator of the abiotic stress response via CCCH as a member of the C4E3.
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Affiliation(s)
- Juyoung Choi
- Department of Life Science, Sogang University, Seoul 04107, Korea; (J.C.); (W.L.)
| | - Wonkyung Lee
- Department of Life Science, Sogang University, Seoul 04107, Korea; (J.C.); (W.L.)
| | - Gynheung An
- Department of Plant Molecular Systems Biotechnology, Kyung Hee University, Yongin 17104, Korea;
| | - Seong-Ryong Kim
- Department of Life Science, Sogang University, Seoul 04107, Korea; (J.C.); (W.L.)
- Correspondence:
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24
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Lai W, Zhu C, Hu Z, Liu S, Wu H, Zhou Y. Identification and Transcriptional Analysis of Zinc Finger-Homeodomain (ZF-HD) Family Genes in Cucumber. Biochem Genet 2021; 59:884-901. [PMID: 33554320 DOI: 10.1007/s10528-021-10036-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 01/19/2021] [Indexed: 01/06/2023]
Abstract
Zinc finger-homeodomain (ZF-HD) proteins encode a family of plant-specific transcription factors that play essential roles in regulating plant growth and development as well as responses to abiotic/biotic stresses by activating or repressing the target genes. In this study, genome-wide characterization and expression profiling of the ZF-HD gene family in cucumber (Cucumis sativus) were performed for the first time. By using bioinformatics approaches, a total of 13 ZF-HD genes (designated as CsMIF1-CsMIF3 and CsZHD1-CsZHD10) were identified in the cucumber genome, which were unevenly distributed on six chromosomes. According to the phylogenetic analysis of cucumber and other species, they were divided into two distinct families, MINI ZINC FINGER (MIF) and zinc finger-homeodomain (ZHD), and the ZHD family was further divided into six subfamilies (ZHDI-ZHDVI). CsZF-HD members were mostly conserved in each subfamily with minor variations in motif distribution, and gene structure analysis showed that the CsZF-HD genes had only one intron or no intron at all. Expression analysis showed that most CsZF-HD genes had tissue-specific expression patterns, and some of them exhibited highly variable expression during fruit development. qRT-PCR results indicated that the selected CsZF-HD genes were responsive to drought stress, and some of them were differentially expressed in response to the inoculation of powdery mildew (PM) and downy mildew (DM) based on publicly available RNA-seq data. The results lay the foundation for further functional analysis of the ZF-HD genes and explore their potential application to the improvement of stress tolerance in cucumber.
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Affiliation(s)
- Wei Lai
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, 330045, China.,College of Agronomy, Jiangxi Agricultural University, Nanchang, 330045, China
| | - Chuxia Zhu
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, 330045, China
| | - Zhaoyang Hu
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, 330045, China
| | - Shiqiang Liu
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, 330045, China
| | - Hao Wu
- Henry Fok College of Biology and Agriculture, Shaoguan University, Shaoguan, 512005, China.
| | - Yong Zhou
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, 330045, China.
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25
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Samarina LS, Bobrovskikh AV, Doroshkov AV, Malyukova LS, Matskiv AO, Rakhmangulov RS, Koninskaya NG, Malyarovskaya VI, Tong W, Xia E, Manakhova KA, Ryndin AV, Orlov YL. Comparative Expression Analysis of Stress-Inducible Candidate Genes in Response to Cold and Drought in Tea Plant [ Camellia sinensis (L.) Kuntze]. Front Genet 2020; 11:611283. [PMID: 33424935 PMCID: PMC7786056 DOI: 10.3389/fgene.2020.611283] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 11/23/2020] [Indexed: 12/15/2022] Open
Abstract
Cold and drought are two of the most severe threats affecting the growth and productivity of the tea plant, limiting its global spread. Both stresses cause osmotic changes in the cells of the tea plant by decreasing their water potential. To develop cultivars that are tolerant to both stresses, it is essential to understand the genetic responses of tea plant to these two stresses, particularly in terms of the genes involved. In this study, we combined literature data with interspecific transcriptomic analyses (using Arabidopsis thaliana and Solanum lycopersicum) to choose genes related to cold tolerance. We identified 45 stress-inducible candidate genes associated with cold and drought responses in tea plants based on a comprehensive homologous detection method. Of these, nine were newly characterized by us, and 36 had previously been reported. The gene network analysis revealed upregulated expression in ICE1-related cluster of bHLH factors, HSP70/BAM5 connected genes (hexokinases, galactinol synthases, SnRK complex, etc.) indicating their possible co-expression. Using qRT-PCR we revealed that 10 genes were significantly upregulated in response to both cold and drought in tea plant: HSP70, GST, SUS1, DHN1, BMY5, bHLH102, GR-RBP3, ICE1, GOLS1, and GOLS3. SnRK1.2, HXK1/2, bHLH7/43/79/93 were specifically upregulated in cold, while RHL41, CAU1, Hydrolase22 were specifically upregulated in drought. Interestingly, the expression of CIP was higher in the recovery stage of both stresses, indicating its potentially important role in plant recovery after stress. In addition, some genes, such as DHN3, bHLH79, PEI54, SnRK1.2, SnRK1.3, and Hydrolase22, were significantly positively correlated between the cold and drought responses. CBF1, GOLS1, HXK2, and HXK3, by contrast, showed significantly negative correlations between the cold and drought responses. Our results provide valuable information and robust candidate genes for future functional analyses intended to improve the stress tolerance of the tea plant and other species.
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Affiliation(s)
- Lidiia S Samarina
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Alexandr V Bobrovskikh
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia.,Institute Cytology and Genetics Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Alexey V Doroshkov
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia.,Institute Cytology and Genetics Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Lyudmila S Malyukova
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Alexandra O Matskiv
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Ruslan S Rakhmangulov
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Natalia G Koninskaya
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Valentina I Malyarovskaya
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Wei Tong
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Enhua Xia
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, China
| | - Karina A Manakhova
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Alexey V Ryndin
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia
| | - Yuriy L Orlov
- Biotechnology Department, Federal Research Centre the Subtropical Scientific Centre of the Russian Academy of Sciences, Sochi, Russia.,Agrarian and Technological Institute, Peoples' Friendship University of Russia (RUDN University), Moscow, Russia
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26
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Das Laha S, Dutta S, Schäffner AR, Das M. Gene duplication and stress genomics in Brassicas: Current understanding and future prospects. JOURNAL OF PLANT PHYSIOLOGY 2020; 255:153293. [PMID: 33181457 DOI: 10.1016/j.jplph.2020.153293] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 09/09/2020] [Accepted: 09/21/2020] [Indexed: 06/11/2023]
Abstract
Polyploidy or whole genome duplication (WGD) is an evolutionary phenomenon that happened in all angiosperms multiple times over millions of years. Extensive studies on the model plant Arabidopsis thaliana genome have revealed that it has undergone five rounds of WGDs followed, in the Brassicaceae tribe, by a characteristic whole genome triplication (WGT). In addition, small-scale events such as tandem or segmental duplications and retrotransposition also enable plants to reshape their genomes. Over the decades, extensive research efforts have been undertaken to understand the evolutionary significance of polyploidy. On the other hand, much less attention has been paid to understanding the impact of gene duplication on the diversification of important stress response genes. The main objective of this review is to discuss key aspects of gene and genome duplications with a focus on genes primarily regulated by osmotic stresses. The focal family is the Brassicaceae, since it (i) underwent multiple rounds of WGDs plus WGTs, (ii) hosts many economically important crops and wild relatives that are tolerant to a range of stresses, and (iii) comprises many species that have already been sequenced. Diverse molecular mechanisms that lead to structural and regulatory alterations of duplicated genes are discussed. Examples are drawn from recent literature to elucidate expanded, stress responsive gene families identified from different Brassica crops. A combined bioinformatic and transcriptomic method has been proposed and tested on a known stress-responsive gene pair to prove that stress-responsive duplicated allelic variants can be identified by this method. Finally, future prospects for engineering these genes into crops to enhance stress tolerance are discussed, and important resources for Brassica genome research are provided.
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Affiliation(s)
- Shayani Das Laha
- Department of Life Sciences, Presidency University, Kolkata, India
| | - Smritikana Dutta
- Department of Life Sciences, Presidency University, Kolkata, India
| | - Anton R Schäffner
- Institute of Biochemical Plant Pathology, Department of Environmental Sciences, Helmholtz Zentrum München, München, Germany
| | - Malay Das
- Department of Life Sciences, Presidency University, Kolkata, India.
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27
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Valdisser PAMR, Müller BSF, de Almeida Filho JE, Morais Júnior OP, Guimarães CM, Borba TCO, de Souza IP, Zucchi MI, Neves LG, Coelho ASG, Brondani C, Vianello RP. Genome-Wide Association Studies Detect Multiple QTLs for Productivity in Mesoamerican Diversity Panel of Common Bean Under Drought Stress. FRONTIERS IN PLANT SCIENCE 2020; 11:574674. [PMID: 33343591 PMCID: PMC7738703 DOI: 10.3389/fpls.2020.574674] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 09/22/2020] [Indexed: 05/26/2023]
Abstract
Drought stress is an important abiotic factor limiting common bean yield, with great impact on the production worldwide. Understanding the genetic basis regulating beans' yield and seed weight (SW) is a fundamental prerequisite for the development of superior cultivars. The main objectives of this work were to conduct genome-wide marker discovery by genotyping a Mesoamerican panel of common bean germplasm, containing cultivated and landrace accessions of broad origin, followed by the identification of genomic regions associated with productivity under two water regimes using different genome-wide association study (GWAS) approaches. A total of 11,870 markers were genotyped for the 339 genotypes, of which 3,213 were SilicoDArT and 8,657 SNPs derived from DArT and CaptureSeq. The estimated linkage disequilibrium extension, corrected for structure and relatedness (r 2 sv ), was 98.63 and 124.18 kb for landraces and breeding lines, respectively. Germplasm was structured into landraces and lines/cultivars. We carried out GWASs for 100-SW and yield in field environments with and without water stress for 3 consecutive years, using single-, segment-, and gene-based models. Higher number of associations at high stringency was identified for the SW trait under irrigation, totaling ∼185 QTLs for both single- and segment-based, whereas gene-based GWASs showed ∼220 genomic regions containing ∼650 genes. For SW under drought, 18 QTLs were identified for single- and segment-based and 35 genes by gene-based GWASs. For yield, under irrigation, 25 associations were identified, whereas under drought the total was 10 using both approaches. In addition to the consistent associations detected across experiments, these GWAS approaches provided important complementary QTL information (∼221 QTLs; 650 genes; r 2 from 0.01% to 32%). Several QTLs were mined within or near candidate genes playing significant role in productivity, providing better understanding of the genetic mechanisms underlying these traits and making available molecular tools to be used in marker-assisted breeding. The findings also allowed the identification of genetic material (germplasm) with better yield performance under drought, promising to a common bean breeding program. Finally, the availability of this highly diverse Mesoamerican panel is of great scientific value for the analysis of any relevant traits in common bean.
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Affiliation(s)
- Paula Arielle Mendes Ribeiro Valdisser
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
- Genetics and Molecular Biology Graduate Program, Institute of Biology, UNICAMP, Campinas, Brazil
| | - Bárbara S. F. Müller
- Department of Horticultural Sciences, University of Florida, Gainesville, FL, United States
| | | | | | | | - Tereza C. O. Borba
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
| | - Isabela Pavanelli de Souza
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
- Postgraduate Program in Biological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Brazil
| | - Maria Imaculada Zucchi
- Genetics and Molecular Biology Graduate Program, Institute of Biology, UNICAMP, Campinas, Brazil
- Agribusiness Technology Agency of São Paulo State, Agriculture and Food Supply Secretary of São Paulo, Piracicaba, Brazil
| | | | | | - Claudio Brondani
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
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28
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Zhang Q, Zhang WJ, Yin ZG, Li WJ, Zhao HH, Zhang S, Zhuang L, Wang YX, Zhang WH, Du JD. Genome- and Transcriptome-Wide Identification of C3Hs in Common Bean ( Phaseolus vulgaris L.) and Structural and Expression-Based Analyses of Their Functions During the Sprout Stage Under Salt-Stress Conditions. Front Genet 2020; 11:564607. [PMID: 33101386 PMCID: PMC7522512 DOI: 10.3389/fgene.2020.564607] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 08/19/2020] [Indexed: 12/24/2022] Open
Abstract
CCCH (C3H) zinc-finger proteins are involved in plant biotic and abiotic stress responses, growth and development, and disease resistance. However, studies on C3H genes in Phaseolus vulgaris L. (common bean) are limited. Here, 29 protein-encoding C3H genes, located on 11 different chromosomes, were identified in P. vulgaris. A phylogenetic analysis categorized the PvC3Hs into seven subfamilies on the basis of distinct features, such as exon–intron structure, cis-regulatory elements, and MEME motifs. A collinearity analysis revealed connections among the PvC3Hs in the same and different species. The PvC3H genes showed tissue-specific expression patterns during the sprout stage, as assessed by real-time quantitative PCR (RT-qPCR). Using RNA-sequencing and RT-qPCR data, PvC3Hs were identified as being enriched through Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses in binding, channel activity, and the spliceosome pathway. These results provide useful information and a rich resource that can be exploited to functionally characterize and understand PvC3Hs. These PvC3Hs, especially those enriched in binding, channel activity, and the spliceosome pathway will further facilitate the molecular breeding of common bean and provide insights into the correlations between PvC3Hs and salt-stress responses during the sprout stage.
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Affiliation(s)
- Qi Zhang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Wen-Jing Zhang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Zhen-Gong Yin
- Crop Resources Institute of Heilongjiang Academy of Agricultural Sciences, Heilongjiang, China
| | - Wei-Jia Li
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Hao-Hao Zhao
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Shuo Zhang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Lin Zhuang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Yu-Xin Wang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Wen-Hui Zhang
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Ji-Dao Du
- Laboratory Crop Genetics and Breeding, College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, China.,Laboratory Crop Genetics and Breeding, National Coarse Cereals Engineering Research Center, Daqing, China
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29
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Jiang J, Zhang J, Fu K, Zhang T. Function and mechanism exploration of zinc finger protein 64 in lung adenocarcinoma cell growth and metastasis. J Recept Signal Transduct Res 2020; 41:457-465. [PMID: 33054540 DOI: 10.1080/10799893.2020.1825490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
This paper aims to discover the effect of Zinc Finger Protein 64 (ZFP64) and Notch pathway on lung adenocarcinoma cell. ZFP64 expression in cancer tissue and overall survival analysis was identified by TCGA-LUAD. ZFP64 expressions in tumor tissue (n = 30) and adjacent tissue (n = 30), and in human nontumorigenic bronchial epithelial cell line BEAS-2B and human lung adenocarcinoma cell lines (H23, H1975, H2228, and H2085) were measured via quantitative real-time polymerase chain reaction (qRT-PCR). H1975 cell viability, cell cycle progression, and migration after transfection or under Notch inhibitor MK-0752 treatment were detected through MTT assay, flow cytometer, and wound healing assay, respectively. Expressions of notch intracellular domain (NICD) and hairy and enhancer of split 1 (Hes-1) in H1975 cell were determined by western blot. Epithelial-mesenchymal transition (EMT)-related proteins (E-Cadherin and Vimentin) expressions were identified through qRT-PCR and western blot. ZFP64 expression in lung adenocarcinoma tissue and lung adenocarcinoma cell lines was higher and related to poor prognosis. After transfection, H1975 cell viability, migration, and expressions of Vimentin, NICD and Hes-1 were upregulated yet cell percentage in G0/G1 phase, E-cadherin expression was downregulated by overexpressed ZFP64. However, Notch inhibitor MK-0752 inhibited the effects of overexpressed ZFP64 on H1975 cell viability, cell cycle, migration, EMT progress, and Notch pathway activation. Overexpressed ZFP64 promoted the development of lung adenocarcinoma cells by activating Notch pathway.
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Affiliation(s)
- Jiuyang Jiang
- Department of Thoracic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, PR China
| | - Jian Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, PR China
| | - Kai Fu
- Department of Thoracic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, PR China
| | - Tiewa Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, PR China
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30
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Karunarathne SD, Han Y, Zhang XQ, Zhou G, Hill CB, Chen K, Angessa T, Li C. Genome-Wide Association Study and Identification of Candidate Genes for Nitrogen Use Efficiency in Barley ( Hordeum vulgare L.). FRONTIERS IN PLANT SCIENCE 2020; 11:571912. [PMID: 33013994 PMCID: PMC7500209 DOI: 10.3389/fpls.2020.571912] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/18/2020] [Indexed: 05/05/2023]
Abstract
Nitrogen (N) fertilizer is largely responsible for barley grain yield potential and quality, yet excessive application leads to environmental pollution and high production costs. Therefore, efficient use of N is fundamental for sustainable agriculture. In the present study, we investigated the performance of 282 barley accessions through hydroponic screening using optimal and low NH4NO3 treatments. Low-N treatment led to an average shoot dry weight reduction of 50%, but there were significant genotypic differences among the accessions. Approximately 20% of the genotypes showed high (>75%) relative shoot dry weight under low-N treatment and were classified as low-N tolerant, whereas 20% were low-N sensitive (≤55%). Low-N tolerant accessions exhibited well-developed root systems with an average increase of 60% in relative root dry weight to facilitate more N absorption. A genome-wide association study (GWAS) identified 66 significant marker trait associations (MTAs) conferring high nitrogen use efficiency, four of which were stable across experiments. These four MTAs were located on chromosomes 1H(1), 3H(1), and 7H(2) and were associated with relative shoot length, relative shoot and root dry weight. Genes corresponding to the significant MTAs were retrieved as candidate genes, including members of the asparagine synthetase gene family, several transcription factor families, protein kinases, and nitrate transporters. Most importantly, the high-affinity nitrate transporter 2.7 (HvNRT2.7) was identified as a promising candidate on 7H for root and shoot dry weight. The identified candidate genes provide new insights into our understanding of the molecular mechanisms driving nitrogen use efficiency in barley and represent potential targets for genetic improvement.
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Affiliation(s)
- Sakura D Karunarathne
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
| | - Yong Han
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
| | - Xiao-Qi Zhang
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
| | - Gaofeng Zhou
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
- Department of Primary Industries and Regional Development, Government of Western Australia, Perth, WA, Australia
| | - Camilla B Hill
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
| | - Kefei Chen
- SAGI West, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia
| | - Tefera Angessa
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
| | - Chengdao Li
- Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, Australia
- Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, Australia
- Department of Primary Industries and Regional Development, Government of Western Australia, Perth, WA, Australia
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31
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Xu L, Xiong X, Liu W, Liu T, Yu Y, Cao J. BcMF30a and BcMF30c, Two Novel Non-Tandem CCCH Zinc-Finger Proteins, Function in Pollen Development and Pollen Germination in Brassica campestris ssp. chinensis. Int J Mol Sci 2020; 21:ijms21176428. [PMID: 32899329 PMCID: PMC7504113 DOI: 10.3390/ijms21176428] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 08/19/2020] [Accepted: 08/31/2020] [Indexed: 01/04/2023] Open
Abstract
Chinese cabbage (Brassica campestris) is an economically important leaf vegetable crop worldwide. Mounting studies have shown that cysteine-cysteine-cysteine-histidine (CCCH) zinc-finger protein genes are involved in various plant growth and development processes. However, research on the involvement of these genes in male reproductive development is still in its infancy. Here, we identified 11 male fertility-related CCCH genes in Chinese cabbage. Among them, a pair of paralogs encoding novel non-tandem CCCH zinc-finger proteins, Brassica campestris Male Fertility 30a (BcMF30a) and BcMF30c, were further characterized. They were highly expressed in pollen during microgametogenesis and continued to express in germinated pollen. Further analyses demonstrated that both BcMF30a and BcMF30c may play a dual role as transcription factors and RNA-binding proteins in plant cells. Functional analysis showed that partial bcmf30a bcmf30c pollen grains were aborted due to the degradation of pollen inclusion at the microgametogenesis phase, and the germination rate of viable pollen was also greatly reduced, indicating that BcMF30a and BcMF30c are required for both pollen development and pollen germination. This research provided insights into the function of CCCH proteins in regulating male reproductive development and laid a theoretical basis for hybrid breeding of Chinese cabbage.
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Affiliation(s)
- Liai Xu
- Laboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou 310058, China; (L.X.); (X.X.); (W.L.); (T.L.)
- Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou 310058, China
| | - Xingpeng Xiong
- Laboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou 310058, China; (L.X.); (X.X.); (W.L.); (T.L.)
- Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou 310058, China
| | - Weimiao Liu
- Laboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou 310058, China; (L.X.); (X.X.); (W.L.); (T.L.)
- Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou 310058, China
| | - Tingting Liu
- Laboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou 310058, China; (L.X.); (X.X.); (W.L.); (T.L.)
- Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou 310058, China
| | - Youjian Yu
- Department of Horticulture, College of Agriculture and Food Science, Zhejiang A & F University, Lin’an 311300, China;
| | - Jiashu Cao
- Laboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou 310058, China; (L.X.); (X.X.); (W.L.); (T.L.)
- Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Hangzhou 310058, China
- Correspondence: ; Tel.: +86-131-8501-1958
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32
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Hou Z, Chen Q, Zhao M, Huang C, Wu X. Genome-wide characterization of the Zn(II) 2Cys 6 zinc cluster-encoding gene family in Pleurotus ostreatus and expression analyses of this family during developmental stages and under heat stress. PeerJ 2020; 8:e9336. [PMID: 32566411 PMCID: PMC7295025 DOI: 10.7717/peerj.9336] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 05/20/2020] [Indexed: 12/13/2022] Open
Abstract
Pleurotus ostreatus is one of the most widely cultivated mushrooms in China. The regulatory mechanisms of fruiting body formation and the response to heat stress in P. ostreatus are main research focuses. The Zn(II)2Cys6 family is one of the largest families of transcriptional factors and plays important roles in multiple biological processes in fungi. In this study, we identified 66 zinc cluster proteins in P. ostreatus (PoZCPs) through a genome-wide search. The PoZCPs were classified into 15 types according to their zinc cluster domain. Physical and chemical property analyses showed a huge diversity among the PoZCPs. Phylogenetic analysis of PoZCPs classified these proteins into six groups and conserved motif combinations and similar gene structures were observed in each group. The expression profiles of these PoZCP genes during different developmental stages and under heat stress were further investigated by RNA-sequencing (RNA-seq), revealing diverse expression patterns. A total of 13 PoZCPs that may participate in development or the heat stress response were selected for validation of their expression levels through real-time quantitative PCR (RT-qPCR) analysis, and some developmental stage-specific and heat stress-responsive candidates were identified. The findings contribute to our understanding of the roles and regulatory mechanisms of ZCPs in P. ostreatus.
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Affiliation(s)
- Zhihao Hou
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China.,Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Qiang Chen
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China.,Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Mengran Zhao
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China.,Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Chenyang Huang
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China.,Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Xiangli Wu
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, China.,Key Laboratory of Microbial Resources, Ministry of Agriculture and Rural Affairs, Beijing, China
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33
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Chen F, Liu HL, Wang K, Gao YM, Wu M, Xiang Y. Identification of CCCH Zinc Finger Proteins Family in Moso Bamboo ( Phyllostachys edulis), and PeC3H74 Confers Drought Tolerance to Transgenic Plants. FRONTIERS IN PLANT SCIENCE 2020; 11:579255. [PMID: 33240298 PMCID: PMC7680867 DOI: 10.3389/fpls.2020.579255] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 10/12/2020] [Indexed: 05/12/2023]
Abstract
CCCH zinc finger proteins are a class of important zinc-finger transcription factors and have functions in various plant growth and stress responses, but their functions in moso bamboo (Phyllostachys edulis) are unclear. In this current study, we main investigated the structures, phylogenetic relationships, promoter elements and microsynteny of PeC3Hs. In this research, 119 CCCH zinc finger proteins (PeC3H1-119) identified genes in moso bamboo were divided into 13 subfamilies (A-M) based on phylogenetic analysis. Meanwhile, moso bamboo were treated with abscisic acid (ABA), methyl jasmonate (Me-JA) and gibberellic acid (GA) and 12 CCCH genes expression levels were assayed using qRT-PCR. In the three hormone treatments, 12 genes were up-regulated or down-regulated, respectively. In addition, PeC3H74 was localized on the cytomembrane, and it had self-activation activities. Phenotypic and physiological analysis showed that PeC3H74 (PeC3H74-OE) conferred drought tolerance of transgenic Arabidopsis, including H2O2 content, survival rate, electrolyte leakage as well as malondialdehyde content. Additionally, compared with wild-type plants, transgenic Arabidopsis thaliana seedling roots growth developed better under 10 μM ABA; Moreover, the stomatal of over-expressing PeC3H74 in Arabidopsis changed significantly under ABA treatment. The above results suggest that PeC3H74 was quickly screened by bioinformatics, and it may enhanced drought tolerance in plants through the ABA-dependent signaling pathway.
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Affiliation(s)
- Feng Chen
- Laboratory of Modern Biotechnology, School of Forestry and Landscape Architecture, Anhui Agricultural University, Hefei, China
| | - Huan-Long Liu
- National Engineering Laboratory of Crop Stress Resistance Breeding, Anhui Agricultural University, Hefei, China
| | - Kang Wang
- Laboratory of Modern Biotechnology, School of Forestry and Landscape Architecture, Anhui Agricultural University, Hefei, China
| | - Ya-Meng Gao
- National Engineering Laboratory of Crop Stress Resistance Breeding, Anhui Agricultural University, Hefei, China
| | - Min Wu
- Laboratory of Modern Biotechnology, School of Forestry and Landscape Architecture, Anhui Agricultural University, Hefei, China
| | - Yan Xiang
- Laboratory of Modern Biotechnology, School of Forestry and Landscape Architecture, Anhui Agricultural University, Hefei, China
- National Engineering Laboratory of Crop Stress Resistance Breeding, Anhui Agricultural University, Hefei, China
- *Correspondence: Yan Xiang,
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