1
|
Li C, Dong Y, Zhao T, Li L, Li C, Yu E, Mei L, Daud MK, He Q, Chen J, Zhu S. Genome-Wide SNP Linkage Mapping and QTL Analysis for Fiber Quality and Yield Traits in the Upland Cotton Recombinant Inbred Lines Population. FRONTIERS IN PLANT SCIENCE 2016; 7:1356. [PMID: 27660632 PMCID: PMC5014859 DOI: 10.3389/fpls.2016.01356] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 08/25/2016] [Indexed: 05/18/2023]
Abstract
It is of significance to discover genes related to fiber quality and yield traits and tightly linked markers for marker-assisted selection (MAS) in cotton breeding. In this study, 188 F8 recombinant inbred lines (RILs), derived from a intraspecific cross between HS46 and MARCABUCAG8US-1-88 were genotyped by the cotton 63K single nucleotide polymorphism (SNP) assay. Field trials were conducted in Sanya, Hainan Province, during the 2014-2015 cropping seasons under standard conditions. Results revealed significant differences (P < 0.05) among RILs, environments and replications for fiber quality and yield traits. Broad-sense heritabilities of all traits including fiber length, fiber uniformity, micronaire, fiber elongation, fiber strength, boll weight, and lint percentage ranged from 0.26 to 0.66. A 1784.28 cM (centimorgans) linkage map, harboring 2618 polymorphic SNP markers, was constructed, which had 0.68 cM per marker density. Seventy-one quantitative trait locus (QTLs) for fiber quality and yield traits were detected on 21 chromosomes, explaining 4.70∼32.28% phenotypic variance, in which 16 were identified as stable QTLs across two environments. Meanwhile, 12 certain regions were investigated to be involved in the control of one (hotspot) or more (cluster) traits, mainly focused on Chr05, Chr09, Chr10, Chr14, Chr19, and Chr20. Nineteen pairs of epistatic QTLs (e-QTLs) were identified, of which two pairs involved in two additive QTLs. These additive QTLs, e-QTLs, and QTL clusters were tightly linked to SNP markers, which may serve as target regions for map-based cloning, gene discovery, and MAS in cotton breeding.
Collapse
Affiliation(s)
- Cong Li
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Yating Dong
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Tianlun Zhao
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Ling Li
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Cheng Li
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - En Yu
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Lei Mei
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - M. K. Daud
- Department of Biotechnology and Genetic Engineering, Kohat University of Science and TechnologyKohat, Pakistan
| | - Qiuling He
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Jinhong Chen
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| | - Shuijin Zhu
- Department of Agronomy, Zhejiang UniversityHangzhou, China
| |
Collapse
|
2
|
Khan MKR, Chen H, Zhou Z, Ilyas MK, Wang X, Cai X, Wang C, Liu F, Wang K. Genome Wide SSR High Density Genetic Map Construction from an Interspecific Cross of Gossypium hirsutum × Gossypium tomentosum. FRONTIERS IN PLANT SCIENCE 2016; 7:436. [PMID: 27148280 PMCID: PMC4829609 DOI: 10.3389/fpls.2016.00436] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 03/21/2016] [Indexed: 05/24/2023]
Abstract
A high density genetic map was constructed using F2 population derived from an interspecific cross of G. hirsutum × G. tomentosum. The map consisted of 3093 marker loci distributed across all the 26 chromosomes and covered 4365.3 cM of cotton genome with an average inter-marker distance of 1.48 cM. The maximum length of chromosome was 218.38 cM and the minimum was 122.09 cM with an average length of 167.90 cM. A sub-genome covers more genetic distance (2189.01 cM) with an average inter loci distance of 1.53 cM than D sub-genome which covers a length of 2176.29 cM with an average distance of 1.43 cM. There were 716 distorted loci in the map accounting for 23.14% and most distorted loci were distributed on D sub-genome (25.06%), which were more than on A sub-genome (21.23%). In our map 49 segregation hotspots (SDR) were distributed across the genome with more on D sub-genome as compared to A genome. Two post-polyploidization reciprocal translocations of "A2/A3 and A4/A5" were suggested by seven pairs of duplicate loci. The map constructed through these studies is one of the three densest genetic maps in cotton however; this is the first dense genome wide SSR interspecific genetic map between G. hirsutum and G. tomentosum.
Collapse
Affiliation(s)
- Muhammad K. R. Khan
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
- Plant Breeding and Genetics Division, Nuclear Institute for Agriculture and BiologyFaisalabad, Pakistan
| | - Haodong Chen
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
- Cotton Sciences Research Institute of Hunan/National Hybrid Cotton Research Promotion CenterChangde, China
| | - Zhongli Zhou
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| | - Muhammad K. Ilyas
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
- National Agricultural Research CentreIslamabad, Pakistan
| | - Xingxing Wang
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| | - Xiaoyan Cai
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| | - Chunying Wang
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| | - Fang Liu
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| | - Kunbo Wang
- State Key Laboratory of Cotton Biology Institute of Cotton Research, Chinese Academy of Agricultural SciencesAnyang, China
| |
Collapse
|
3
|
Chen H, Khan MKR, Zhou Z, Wang X, Cai X, Ilyas MK, Wang C, Wang Y, Li Y, Liu F, Wang K. A high-density SSR genetic map constructed from a F2 population of Gossypium hirsutum and Gossypium darwinii. Gene 2015; 574:273-86. [PMID: 26275937 DOI: 10.1016/j.gene.2015.08.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 07/13/2015] [Accepted: 08/08/2015] [Indexed: 10/23/2022]
Abstract
The cultivated allotetraploid species Gossypium hirsutum, accounts for 90% of the world cotton production, has narrow genetic basis that's why its yield, quality or stress resistance breeding is stagnant. It is therefore, essential to explore desirable genes from Gossypium darwinii which has enviable traits such as high fiber fineness, drought tolerance, fusarium and verticillium resistance. We used G. darwinii as primary plant materials in this study not only to enrich the genetic diversity of exiting germplasm but also to better understand its genome structure. An interspecific high density linkage map of allotetraploid cotton was constructed using F2 population (G. hirsutum×G. darwinii). The map was based entirely on genome-wide simple sequence repeat (SSR) markers. A total of 2763 markers were mapped in 26 linkage groups (chromosomes) covering a genome length of 4176.7cM with an average inter-locus distance of 1.5cM. The length of the chromosomes ranged from 84.7 to 238.5cM with an average length of 160.6cM. At subgenome length was 2160.7cM with an average distance of 1.6cM, where as Dt genome length was 2016cM with an average distance of 1.4cM. There were 601 distorted SSR loci. Less number of segregation distortion loci were located in At subgenome than in Dt subgenome. Two post-polyploidization reciprocal translocations of "A2/A3 and A4/A5" were suggested by 44 pairs of duplicate loci.
Collapse
Affiliation(s)
- Haodong Chen
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China; Cotton Sciences Research Institute of Hunan/National Hybrid Cotton Research Promotion Center, Changde, Hunan 415101, China.
| | - M Kashif Riaz Khan
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China; Nuclear Institute for Agriculture & Biology (NIAB), Faisalabad, Pakistan.
| | - Zhongli Zhou
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - Xingxing Wang
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - Xiaoyan Cai
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - M Kashif Ilyas
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China; National Agricultural Research Centre, Park Road, Islamabad, Pakistan.
| | - Chunying Wang
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - Yuhong Wang
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - Yuqiang Li
- Cotton Sciences Research Institute of Hunan/National Hybrid Cotton Research Promotion Center, Changde, Hunan 415101, China.
| | - Fang Liu
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| | - Kunbo Wang
- State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
| |
Collapse
|
4
|
Zhang T, Qian N, Zhu X, Chen H, Wang S, Mei H, Zhang Y. Variations and transmission of QTL alleles for yield and fiber qualities in upland cotton cultivars developed in China. PLoS One 2013; 8:e57220. [PMID: 23468939 PMCID: PMC3584144 DOI: 10.1371/journal.pone.0057220] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2012] [Accepted: 01/18/2013] [Indexed: 12/02/2022] Open
Abstract
Cotton is the world’s leading cash crop, and genetic improvement of fiber yield and quality is the primary objective of cotton breeding program. In this study, we used various approaches to identify QTLs related to fiber yield and quality. Firstly, we constructed a four-way cross (4WC) mapping population with four base core cultivars, Stoneville 2B, Foster 6, Deltapine 15 and Zhongmiansuo No.7 (CRI 7), as parents in Chinese cotton breeding history and identified 83 QTLs for 11 agronomic and fiber quality traits. Secondly, association mapping of agronomical and fiber quality traits was based on 121 simple sequence repeat (SSR) markers using a general linear model (GLM). For this, 81 Gossypium hirsutum L. accessions including the four core parents and their derived cultivars were grown in seven diverse environments. Using these approaches, we successfully identified 180 QTLs significantly associated with agronomic and fiber quality traits. Among them were 66 QTLs that were identified via linkage disequilibrium (LD) and 4WC family-based linkage (FBL) mapping and by previously published family-based linkage (FBL) mapping in modern Chinese cotton cultivars. Twenty eight and 44 consistent QTLs were identified by 4WC and LD mapping, and by FBL and LD mapping methods, respectively. Furthermore, transmission and variation of QTL-alleles mapped by LD association in the three breeding periods revealed that some could be detected in almost all Chinese cotton cultivars, suggesting their stable transmission and some identified only in the four base cultivars and not in the modern cultivars, suggesting they were missed in conventional breeding. These results will be useful to conduct genomics-assisted breeding effectively using these existing and novel QTL alleles to improve yield and fiber qualities in cotton.
Collapse
Affiliation(s)
- Tianzhen Zhang
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
- * E-mail:
| | - Neng Qian
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
| | - Xiefei Zhu
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
| | - Hong Chen
- Cotton Research Institute, Xinjiang Academy of Agriculture and Reclamation Sciences, Xinjiang, People’s Republic of China
| | - Sen Wang
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
| | - Hongxian Mei
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
| | - Yuanming Zhang
- National Key Laboratory of Crop Genetics & Germplasm Enhancement, MOE Hybrid Cotton R&D Engineering Research Center, Nanjing Agricultural University, Nanjing, People’s Republic of China
| |
Collapse
|
5
|
Pang M, Xing C, Adams N, Rodriguez-Uribe L, Hughs SE, Hanson SF, Zhang J. Comparative expression of miRNA genes and miRNA-based AFLP marker analysis in cultivated tetraploid cottons. JOURNAL OF PLANT PHYSIOLOGY 2011; 168:824-830. [PMID: 21134704 DOI: 10.1016/j.jplph.2010.10.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2010] [Revised: 10/19/2010] [Accepted: 10/30/2010] [Indexed: 05/30/2023]
Abstract
MicroRNAs (miRNAs) are a class of small non-coding RNAs that down-regulate gene expression in a sequence specific manner to control plant growth and development. The identification and characterization of miRNAs are critical steps in finding their target genes and elucidating their functions. The objective of the present study was to assess the genetic variation of miRNA genes through expression comparisons and miRNA-based AFLP marker analysis. Seven miRNAs were first selected for RT-PCR and four for quantitative RT-PCR analysis that showed considerably high or differential expression levels in early stages of boll development. Except for miR160a, differential gene expression of miR171, 390a, and 396a was detected in early developing bolls at one or more timepoints between two cultivated cotton cultivars, Pima Phy 76 (Gossypium barbadense) and Acala 1517-99 (Gossypium hirsutum). Our further work demonstrated that genetic diversity of miRNA genes can be assessed by miRNA-AFLP analysis using primers designed from 22 conserved miRNA genes in combination with AFLP primers. Homologous miRNA genes can be also identified and isolated for sequencing and confirmation using this homology-based genotyping approach. This strategy offers an alternative to isolating a full length of miRNA genes and their up-stream and down-stream sequences. The significance of the expression and sequence differences of miRNAs between cotton species or genotypes needs further studies.
Collapse
Affiliation(s)
- Mingxiong Pang
- Department of Plant and Environmental Sciences, New Mexico State University, MSC 3Q, Las Cruces, NM 88003, USA
| | | | | | | | | | | | | |
Collapse
|
6
|
Qin H, Guo W, Zhang YM, Zhang T. QTL mapping of yield and fiber traits based on a four-way cross population in Gossypium hirsutum L. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2008; 117:883-94. [PMID: 18604518 DOI: 10.1007/s00122-008-0828-x] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2007] [Accepted: 06/11/2008] [Indexed: 05/09/2023]
Abstract
Four-way cross (4WC) involving four different inbred lines frequently appears in the cotton breeding programs. However, linkage analysis and quantitative trait loci (QTL) mapping with molecular markers in cotton has largely been applied to populations derived from a cross between two inbred lines, and few results of QTL dissection were conducted in a 4WC population. In this study, an attempt was made to construct a linkage map and identify QTL for yield and fiber quality traits in 4WC derived from four different inbred lines in Gossypium hirsutum L. A linkage map was constructed with 285 SSR loci and one morphological locus, covering 2113.3 cM, approximately 42% of the total recombination length of the cotton genome. A total of 31 QTL with 5.1-25.8% of the total phenotypic variance explained were detected. Twenty-four common QTL across environments showed high stability, and six QTL were environment-specific. Several genomic segments affecting multiple traits were identified. The advantage of QTL mapping using a 4WC were discussed. This study presents the first example of QTL mapping using a 4WC population in upland cotton. The results presented here will enhance the understanding of the genetic basis of yield and fiber quality traits and enable further marker-assisted selection in cultivar populations in upland cotton.
Collapse
Affiliation(s)
- Hongde Qin
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Cotton Research Institute, Nanjing Agricultural University, Nanjing 210095, Jiangsu, People's Republic of China
| | | | | | | |
Collapse
|
7
|
Lu Y, Curtiss J, Miranda D, Hughs E, Zhang J. ATG-anchored AFLP (ATG-AFLP) analysis in cotton. PLANT CELL REPORTS 2008; 27:1645-1653. [PMID: 18584177 DOI: 10.1007/s00299-008-0568-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2008] [Revised: 05/20/2008] [Accepted: 05/26/2008] [Indexed: 05/26/2023]
Abstract
Amplified fragment length polymorphism (AFLP) marker system has had broad applications in biology. However, the anonymous AFLP markers are mainly amplified from non-coding regions, limiting their usefulness as a functional marker system. To take advantages of the traditional AFLP techniques, we propose substitution of a restriction enzyme that recognizes a restriction site containing ATG, called ATG-anchored AFLP (ATG-AFLP) analysis. In this study, we chose NsiI (recognizing ATGCAT) to replace EcoRI in combination with MseI to completely digest genomic DNA. One specific adaptor, one pre-selective primer and six selective amplification primers for the NsiI site were designed for ligation and PCR. Six NsiI and eight MseI primers generated a total of 1,780 ATG-AFLP fragments, of which 750 (42%) were polymorphic among four genotypes from two cultivated cotton species (Upland cotton, Gossypium hirsutum and Pima cotton, G. barbadense). The number of ATG-AFLP markers was sufficient to separate the four genotypes into two groups, consistent with their evolutionary and breeding history. Our results also showed that ATG-AFLP generated less number of total and polymorphic fragments per primer combination (2-3 vs. 4-5) than conventional AFLP within Upland cotton. Using a recombination inbred line (RIL) population, 62 polymorphic ATG-AFLP markers were mapped to 19 linkage groups with known chromosome anchored simple sequence repeat (SSR) markers. Of the nine ATG-AFLP fragments randomly chosen, three were found to be highly homologous to cotton cDNA sequences. An in-silico analysis of cotton and Arabidopsis cDNA confirmed that the ATG-anchored enzyme combination NsiI/MseI did generate more fragments than the EcoRI/MseI combination.
Collapse
Affiliation(s)
- Yingzhi Lu
- Department of Plant and Environmental Sciences, New Mexico State University, Las Cruces, NM, 88003, USA
| | | | | | | | | |
Collapse
|