PDF (2325K)
摘要
为深入了解黄瓜果实性状的遗传多样性,优化育种策略,对221份种质资源的13个果实农艺性状进行遗传多样性分析、相关性分析、主成分分析、聚类分析。结果表明,221份黄瓜种质资源的遗传多样性指数平均为1.392,平均变异系数为30.78%。相关性分析表明,除瓜瘤大小外,其他12个性状均有与其关联性较高的性状;主成分分析表明,前4个主成分(PC1~PC4)的累积贡献率为68.82%,包含了黄瓜果实性状的大部分信息。通过表型性状及分子标记分别对种质资源进行聚类分析,结果表明,在欧式距离为0.003时,将221份种质资源的表型性状分为5类,每一类分别包含90、65、9、38、19份种质资源;在欧式距离为1.400时,将221份种质资源采用分子标记分为5类,分别包含了35、70、45、54、17份种质资源。表型数据和分子标记聚类结果对比,发现两者具有一定的吻合度,但仍存在差异。研究结果为优良育种亲本的选配奠定了一定的基础,也为后续工作提供了参考。
Abstract
To understand the genetic diversity of cucumber fruit traits and optimize breeding strategies, genetic diversity analysis, correlation analysis, principal component analysis and cluster analysis were performed for 13 fruit agronomic traits of 221 germplasm resources. The results showed that the average genetic diversity index of 221 cucumber germplasm resources was 1.392, with the average coefficient of variation of 30.78%. Correlation analysis showed that except the size of fruit tumor, the other 12 traits had high correlation. Principal component analysis showed that the cumulative contribution rate of the four principal components (PC1-PC4) was 68.82%, which contained most of the information of cucumber fruit traits. Cluster analysis was conducted on germplasm resources using phenotypic traits and molecular markers. The results showed that the phenotypic traits of 221 germplasm resources were divided into 5 categories when the Euclidean distance was 0.003, and each category contained 90, 65, 9, 38 and 19 germplasm resources, respectively. When the Euclidean distance was 1.400, the molecular markers of 221 germplasm resources were divided into 5 categories, including 35, 70, 45, 54 and 17 germplasm resources, respectively. The comparison between phenotype data and molecular marker clustering results showed that there was a certain degree of agreement between them. The results have laid a foundation for the selection of excellent breeding parents and provided a reference for the subsequent work.
关键词
Key words
[Author(id=1314915773417033808, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=2508446009@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915773496725589, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773417033808, language=EN, stringName=Rong WANG, firstName=Rong, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1 College of Horticulture, Shanxi Agricultural University, Taigu 030801, Shanxi, China
2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915773555445850, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773417033808, language=CN, stringName=王荣, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1 山西农业大学 园艺学院 山西太谷 030801
2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio={"content":"王荣,女,在读硕士研究生,研究方向为蔬菜遗传育种。E-mail: 2508446009@qq.com
"}, bioImg=null, bioContent=王荣,女,在读硕士研究生,研究方向为蔬菜遗传育种。E-mail: 2508446009@qq.com
, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773266038847, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=1, ext=[AuthorCompanyExt(id=1314915773282816065, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773266038847, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 College of Horticulture, Shanxi Agricultural University, Taigu 030801, Shanxi, China), AuthorCompanyExt(id=1314915773295398979, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773266038847, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 山西农业大学 园艺学院 山西太谷 030801)]), AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])]), Author(id=1314915773609971806, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915773672886371, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773609971806, language=EN, stringName=Shaoyun DONG, firstName=Shaoyun, middleName=null, lastName=DONG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915773723218024, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773609971806, language=CN, stringName=董邵云, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])]), Author(id=1314915773769355375, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915773828075636, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773769355375, language=EN, stringName=Xiaoping LIU, firstName=Xiaoping, middleName=null, lastName=LIU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915773874212984, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773769355375, language=CN, stringName=刘小萍, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])]), Author(id=1314915773924544635, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915773987459202, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773924544635, language=EN, stringName=Jiantao GUAN, firstName=Jiantao, middleName=null, lastName=GUAN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915774037790853, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915773924544635, language=CN, stringName=官健涛, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])]), Author(id=1314915774092316811, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915774159425682, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774092316811, language=EN, stringName=Han MIAO, firstName=Han, middleName=null, lastName=MIAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915774209757334, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774092316811, language=CN, stringName=苗晗, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])]), Author(id=1314915774255894682, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314915774331392162, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774255894682, language=EN, stringName=Sen LI, firstName=Sen, middleName=null, lastName=LI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 College of Horticulture, Shanxi Agricultural University, Taigu 030801, Shanxi, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915774381723812, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774255894682, language=CN, stringName=李森, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 山西农业大学 园艺学院 山西太谷 030801, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773266038847, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=1, ext=[AuthorCompanyExt(id=1314915773282816065, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773266038847, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 College of Horticulture, Shanxi Agricultural University, Taigu 030801, Shanxi, China), AuthorCompanyExt(id=1314915773295398979, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773266038847, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 山西农业大学 园艺学院 山西太谷 030801)])]), Author(id=1314915774436249769, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, orderNo=6, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=zhangshengping@caas.cn, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1314915774507552943, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774436249769, language=EN, stringName=Shengping ZHANG, firstName=Shengping, middleName=null, lastName=ZHANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314915774562078900, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, authorId=1314915774436249769, language=CN, stringName=张圣平, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314915773341536328, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, xref=2, ext=[AuthorCompanyExt(id=1314915773358313544, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 The State Key Laboratory of Vegetable Bio-breeding/Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China), AuthorCompanyExt(id=1314915773370896458, tenantId=1045748351789510663, journalId=1291775965517115451, articleId=1314883068435685561, companyId=1314915773341536328, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 蔬菜生物育种全国重点实验室· 中国农业科学院蔬菜花卉研究所 北京 100081)])])]
王荣,董邵云,刘小萍,官健涛,苗晗,李森,张圣平.
黄瓜种质资源果实性状遗传多样性分析[J].
中国瓜菜, 2024, 37(7): 20-28 DOI:10.16861/j.cnki.zggc.2024.0196
| [1] |
PANYANITIKOON H, KHANOBDEE C, JANTTASURIYARAT C, et al. Genetic variation in cucumber (Cucumis sativus L.) germplasm assessed using random amplified polymorphic DNA markers[J]. Agriculture and Natural Resources, 2018, 52(5): 497-502.
|
| [2] |
DOU X X, SHEN D, ZHANG X H, et al. Diversity of sex types and seasonal sexual plasticity in a cucumber germplasm collection[J]. Horticultural Plant Journal, 2015, 1(2): 61-69.
|
| [3] |
吴雪霞, 查丁石, 杨少军. 我国黄瓜育种研究进展[J]. 江西农业学报, 2010, 22(9): 53-55.
|
| [4] |
张圣平, 苗晗, 薄凯亮, 等. “十三五”我国黄瓜遗传育种研究进展[J]. 中国蔬菜, 2021(4): 16-26.
|
| [5] |
曹守军, 李涛, 姚建刚, 等. 烟台地方黄瓜种质资源植物学鉴定及聚类分析[J]. 北方园艺, 2016(10): 14-18.
|
| [6] |
徐强, 刘进生, 陈学好, 等. 加工类型黄瓜品质性状的主成分及聚类分析[J]. 扬州大学学报(农业与生命科学版), 2003, 24(4): 78-81.
|
| [7] |
曹齐卫, 张卫华, 王志峰, 等. 山东黄瓜地方品种资源果实外观品质的评价[J]. 植物遗传资源学报, 2009, 10(4): 578-582.
|
| [8] |
沈镝, 李锡香, 方智远, 等. 西双版纳黄瓜种质资源形态鉴定和亲缘关系的初步研究[J]. 中国蔬菜, 2010(2): 21-27.
|
| [9] |
任思铃, 朱雪云, 闫立英, 等. 黄瓜涩味感官评价影响因素及种质资源涩味评价分析[J]. 中国瓜菜, 2023, 36(3): 36-41.
|
| [10] |
李锡香. 黄瓜种质资源描述规范和数据标准[S]. 北京: 中国农业出版社, 2005.
|
| [11] |
YANG J B, LI D Z, LI H T. Highly effective sequencing whole chloroplast genomes of angiosperms by nine novel universal primer pairs[J]. Molecular Ecology Resources, 2014, 14(5): 1024-1031.
|
| [12] |
郭元元, 周生茂, 陈振东, 等. 广西黄瓜地方品种鉴定评价及遗传多样性分析[J]. 南方农业学报, 2018, 49(7): 1273-1281.
|
| [13] |
王晓磊, 康泽然, 魏云山, 等. 20份小豆种质资源农艺性状鉴定与综合评价[J]. 江苏农业科学, 2023, 51(2): 98-104.
|
| [14] |
石建斌, 周红, 王宁, 等. 陆地棉纤维品质与主要农艺性状的相关性分析[J]. 江苏农业学报, 2019, 35(4): 770-775.
|
| [15] |
吴超, 林巧奇, 秦德辉, 等. 切花百合种质资源表型性状遗传多样性分析[J]. 分子植物育种, 2016, 14(5): 1300-1308.
|
| [16] |
万新建, 缪南生, 张景云, 等. 苦瓜新品种‘赣苦瓜7号’[J]. 园艺学报, 2016, 43(10): 2061-2062.
|
| [17] |
陈瑞军. 旱黄瓜主要性状分析及品比试验[D]. 河北秦皇岛: 河北科技师范学院, 2019.
|
| [18] |
于娅, 李艳军, 王飞, 等. 北方地区黄瓜种质资源农艺性状的主成分和聚类分析[J]. 中国瓜菜, 2020, 33(12): 29-34.
|
| [19] |
钟金仙, 罗英, 曾仁杰, 等. 黄瓜种质资源果实性状的主成分分析与综合评价[J]. 中国农学通报, 2017, 33(16): 46-52.
|
| [20] |
蒋举卫, 薛红霞, 宋晓飞, 等. 109份黄瓜种质资源主要农艺性状分析[J]. 河北农业大学学报, 2018, 41(1): 38-43.
|
| [21] |
王越, 吕赢, 蔺晓萱, 等. 139份黄瓜种质资源主要果实性状的主成分和聚类分析[J]. 长江蔬菜, 2023(22): 45-50.
|
| [22] |
和凤美, 朱永平, 朱芮, 等. 超甜玉米自交系主要农艺性状及鲜穗产量的主成分分析[J]. 中国农学通报, 2014, 30(18): 79-83.
|
| [23] |
王丽, 句荣辉, 杨洋, 等. 马铃薯品质特性的相关性及主成分分析[J]. 食品工业, 2023, 44(12): 307-312.
|
| [24] |
朱宗河, 郑文寅, 张学昆. 甘蓝型油菜耐旱相关性状的主成分分析及综合评价[J]. 中国农业科学, 2011, 44(9): 1775-1787.
|
| [25] |
殷冬梅, 张幸果, 王允, 等. 花生主要品质性状的主成分分析与综合评价[J]. 植物遗传资源学报, 2011, 12(4): 507-512.
|
| [26] |
闫世江, 张继宁, 刘洁. 聚类分析在黄瓜育种中的应用[J]. 当代生态农业, 2012(1): 9-12.
|
| [27] |
罗霆, 杨守臻, 韦民政, 等. 24份木薯(Manihot esculenta)种质的遗传多样性研究[J]. 热带作物学报, 2010, 31(1): 65-71.
|
| [28] |
汪欢笑. 基于表型性状和SSR标记多样评价构建万寿菊初级核心种质[D]. 河北秦皇岛: 河北科技师范学院, 2023.
|
基金资助
国家现代农业产业技术体系(CARS-23)
中国农业科学院科技创新工程(CAAS-ASTlP-2017-IVF)
农业农村部园艺作物生物学与种质创制重点实验室项目
蔬菜生物育种全国重点实验室项目