Major QTL Mapping and Candidate Gene Prediction of Spike Length in F2 Population of Wheat Keda 116 &times; Keda 101

doi:10.7668/hbnxb.20194275

Abstract

Abstract:

Spike length is an important agronomic trait in wheat and is closely related to yield components.Studying wheat spike length genes and screening molecular markers linked to spike length genes can provide molecular support for wheat molecular marker-assisted breeding.The F₂ population constructed with Keda 116 and Keda 101 as parents was used as test material to construct a genetic map covering the wheat genome by SSR molecular markers and to locate QTLs for spike length by combining the complete composite interval mapping method.A total of 434 pairs of primers with polymorphism between parents were screened from 3 234 pairs of primers,and the detection rate of polymorphic primers was 13.42%.A total of 28 molecular markers were screened for possible linkage to spike length by BSA mixed pool analysis,16 of these markers were verified to be tightly linked to the target gene by a population of 262 plants.The genetic map of wheat chromosome group was constructed by QTL-IciMapping software,and the average genetic distance between markers was 38.66 cM.A total of seven QTLs loci associated with spike length were detected,which were located on chromosomes 3B,4A,4B and 6B.The additive effect values of all the seven QTLs were positive and their contributions to the genetic variation of phenotypic traits ranged from 4.01% to 23.16%.Two major QTLs were mapped on chromosome 4B,explaining 17.59%-23.16% of the phenotypic variance.Among them,Qsl4B-2 was the most closely linked QTL locus with only 3.5 cM away from the nearest molecular marker,and the analysis found that it might be a new major QTL locus.Therefore,genes associated with spike length might exist on chromosome 4B.Within the marker interval of chromosome 4B from yzu397456 to yzu404917 and yzu409422 to yzu405167,there might be seven candidate genes regulating wheat spike length,which were consistently highly expressed in the spike.

Key words: Wheat, F₂ population, Spike length, QTL, Candidate gene

GUO Yuan, MA Zhihui, WANG Shiyu, NIU Zhipeng, YANG Xiaoyu, WEI Qing, CHEN Anqi, WANG Linsheng. Major QTL Mapping and Candidate Gene Prediction of Spike Length in F₂Population of Wheat Keda 116 × Keda 101[J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 84-93. doi: 10.7668/hbnxb.20194275.

/ / Recommend / Download Citations

URL: http://www.hbnxb.net/EN/10.7668/hbnxb.20194275

http://www.hbnxb.net/EN/Y2023/V38/I5/84

Figures/Tables 7

References 36

[1]	van Ittersum M K. Crop yields and global food security.will yield increase continue to feed the world?[J]. European Review of Agricultural Economics, 2016, 43(1):191-192.doi:10.1093/erae/jbv034. URL
[2]	姜朋, 李斯深, 马鸿翔, 张鹏, 孙庆泉. 利用小麦重组自交系群体进行籽粒性状与种子活力相关关系研究[J]. 江西农业学报, 2013, 25(11):43-46.doi:10.3969/j.issn.1001-8581.2013.11.012.
	Jiang P, Li S S, Ma H X, Zhang P, Sun Q Q. Study on correlation between grain traits and seed vigor of wheat by using a recombinant inbred line population[J]. Acta Agriculturae Jiangxi, 2013, 25(11):43-46.
[3]	叶亚琼, 栗孟飞, 刘媛, 陈菁菁, 杨德龙, 胡亮亮, 吕婷婷, 焦东利, 柴守玺. 小麦株高QTL定位及其水分环境互作遗传分析[J]. 华北农学报, 2015, 30(5):83-91.doi:10.7668/hbnxb.2015.05.014.
	Ye Y Q, Li M F, Liu Y, Chen J J, Yang D L, Hu L L, Lü T T, Jiao D L, Chai S X. QTL mapping and QTL environmental interactions for plant height in wheat[J]. Acta Agriculturae Boreali-Sinica, 2015, 30(5):83-91.
[4]	Liu G, Jia L J, Lu L H, Qin D D, Zhang J P, Guan P F, Ni Z F, Yao Y Y, Sun Q X, Peng H R. Mapping QTLs of yield-related traits using RIL population derived from common wheat and Tibetan semi-wild wheat[J]. Theoretical and Applied Genetics, 2014, 127(11):2415-2432.doi:doi:10.1007/s00122-014-2387-7. pmid: 25208643
[5]	Kumar N, Kulwal P L, Balyan H S, Gupta P K. QTL mapping for yield and yield contributing traits in two mapping populations of bread wheat[J]. Molecular Breeding, 2007, 19(2):163-177.doi:10.1007/s11032-006-9056-8. URL
[6]	Zhai H J, Feng Z Y, Li J, Liu X Y, Xiao S H, Ni Z F, Sun Q X. QTL analysis of spike morphological traits and plant height in winter wheat (Triticum aestivum L.) using a high-density SNP and SSR-based linkage map[J]. Frontiers in Plant Sciences, 2016, 7:1617.doi:10.3389/fpls.2016.01617.
[7]	Sajjad M, Khan S H, Ahmad M Q, Rasheed A, Mujeeb-Kazi A, Khan I A. Association mapping identifies QTLs on wheat chromosome 3A for yield related traits[J]. Cereal Research Communications, 2014, 42(2):177-188.doi:10.1556/crc.2013.0061. URL
[8]	Guo J, Shi W P, Zhang Z, Cheng J Y, Sun D Z, Yu J, Li X L, Guo P Y, Hao C Y. Association of yield-related traits in founder genotypes and derivatives of common wheat (Triticum aestivum L.)[J]. BMC Plant Biology, 2018, 18(1):38.doi:10.1186/s12870-018-1234-4.
[9]	Yao H N, Xie Q, Xue S L, Luo J, Lu J K, Kong Z X, Wang Y P, Zhai W L, Lu N, Wei R, Yang Y, Han Y Z, Zhang Y, Jia H Y, HL2 on chromosome 7D of wheat (Triticum aestivum L.) regulates both head length and spikelet number[J]. Theoretical and Applied Genetics, 2019, 132(6):1789-1797.doi:10.1007/s00122-019-03315-2.
[10]	Wu X Y, Cheng R R, Xue S L, Kong Z X, Wan H S, Li G Q, Huang Y L, Jia H Y, Jia J Z, Zhang L X, Ma Z Q. Precise mapping of a quantitative trait locus interval for spike length and grain weigh in bread wheat ( Triticum aestivum L.)[J]. Molecular Breeding, 2014, 33(1):129-138.doi:10.1007/s11032-013-9939-4. URL
[11]	刘凯, 邓志英, 李青芳, 张莹, 孙彩铃, 田纪春, 陈建省. 利用高密度SNP遗传图谱定位小麦穗部性状基因[J]. 作物学报, 2016, 42(6):820-831.doi:10.3724/SP.J.1006.2016.00820.
	Liu K, Deng Z Y, Li Q F, Zhang Y, Sun C L, Tian J C, Chen J S. Mapping QTLs for wheat panicle traits with high density SNP genetic map[J]. Acta Agronomica Sinica, 2016, 42(6):820-831. doi: 10.3724/SP.J.1006.2016.00820 URL
[12]	张传量. 小麦株型相关性状的QTL定位[D]. 杨凌: 西北农林科技大学, 2018.
	Zhang C L. QTL mapping of plant type-related traits in wheat[D]. Yangling: Northwest A&F University, 2018.
[13]	付金梅, 党政平, 李波, 赵婉莹, 赵婉, 杨雯晶, 刘明宇, 闵东红. 小麦旗叶大小及穗部相关性状的QTL定位[J]. 麦类作物学报, 2017, 37(6):713-720.doi:10.7606/j.issn.1009-1041.2017.06.01.
	Fu J M, Dang Z P, Li B, Zhao W Y, Zhao W, Yang W J, Liu M Y, Min D H. QTL mapping for flag leaf size and spike related traits in wheat(Triticum aestivum L.)[J]. Journal of Triticeae Crops, 2017, 37(6):713-720.
[14]	姚俭昕, 张传量, 宋晓朋, 许小宛, 邢永锋, 吕栋云, 宋鹏博, 杨孟于, 孙道杰. 基于90K芯片的小麦穗长和旗叶长QTL分析[J]. 麦类作物学报, 2020, 40(11):1283-1289.doi:10.7606/j.issn.1009-1041.2020.11.01.
	Yao J X, Zhang C L, Song X P, Xu X W, Xing Y F, Lü D Y, Song P B, Yang M Y, Sun D J. QTL analysis of wheat spike length and flag leaf length based on 90K SNP assay[J]. Journal of Triticeae Crops, 2020, 40(11):1283-1289.
[15]	杨睿, 刘联正, 李华, 钟欢, 杨兴圣, 王竹林, 刘曙东. 波兰小麦×普通小麦品系中13重组自交系(RIL)群体穗部性状的QTL分析[J]. 农业生物技术学报, 2012, 20(5):506-513.doi:10.3969/j.issn.1674-7968.2012.05.006.
	Yang R, Liu L Z, Li H, Zhong H, Yang X S, Wang Z L, Liu S D. QTL analysis of spike traits in an recombinant inbred lines (RILs) population derived from the cross of Triticum polonicum×T.aestivum line Zhong 13[J]. Journal of Agricultural Biotechnology, 2012, 20(5):506-513.
[16]	袁倩倩. 小麦苗期性状和穗部性状的QTL定位及杂种优势的遗传分析[D]. 泰安: 山东农业大学, 2012.doi:10.7666/d.Y2116829.
	Yuan Q Q. QTL mapping and genetic analysis of heterosis for seedling traits and ear traits in wheat[D]. Taian: Shandong Agricultural University, 2012.
[17]	武炳瑾, 简俊涛, 张德强, 马文洁, 冯洁, 崔紫霞, 张传量, 孙道杰. 利用90k芯片技术进行小麦穗部性状QTL定位[J]. 作物学报, 2017, 43(7):1087-1095.doi:10.3724/SP.J.1006.2017.01087.
	Wu B J, Jian J T, Zhang D Q, Ma W J, Feng J, Cui Z X, Zhang C L, Sun D J. QTL mapping for spike traits of wheat using 90k chip technology[J]. Acta Agronomica Sinica, 2017, 43(7):1087-1095. doi: 10.3724/SP.J.1006.2017.01087 URL
[18]	Li L, Sun F Y, Wu D, Zhen F, Bai G H, Gao D R, Li T. High-throughput development of genome-wide locus-specific informative SSR markers in wheat[J]. Science China. Life Sciences, 2017, 60(6):671-673.doi:10.1007/s11427-016-0252-x. URL
[19]	马指挥. 玉米光温敏雄性不育基因的精细定位与花丝活力杂种优势的蛋白组学分析[D]. 郑州: 河南农业大学, 2016.doi:10.27117/d.cnki.ghenu.2016.000092. URL
	Ma Z H. Fine mapping of a photo-thromo-sensitive genic male sterile gene and proteomic analysis of silk viability in maize[D]. Zhengzhou: Henan Agricultural University, 2016.
[20]	Cui F, Ding A M, Li J, Zhao C H, Wang L, Wang X Q, Qi X L, Li X F, Li G Y, Gao J R, Wang H G. QTL detection of seven spike-related traits and their genetic correlations in wheat using two related RIL populations[J]. Euphytica, 2012, 186(1):177-192.doi:10.1007/s10681-011-0550-7. URL
[21]	Roussel V, Koenig J, Beckert M, Balfourier F. Molecular diversity in French bread wheat accessions related to temporal trends and breeding programmes[J]. Theoretical and Applied Genetics, 2004, 108(5):920-930.doi:10.1007/s00122-003-1502-y. pmid: 14614567
[22]	Prat N, Guilbert C, Prah U, Wachter E, Steiner B, Langin T, Robert O, Buerstmgyr H. QTL mapping of Fusarium head blight resistance in three related durum wheat populations[J]. Theoretical and Applied Genetics, 2017, 130(1):13-27.doi:10.1007/s00122-016-2785-0. pmid: 27662843
[23]	Jia J Z, Zhao S C, Kong X Y, Li Y R, Zhao G Y, He W M, et al. Aegilops tauschii draft genome sequence reveals a gene repertoire for wheat adaptation[J]. Nature, 2013, 496(7443):91-95.doi:10.1038/nature12028.
[24]	乔朋放, 毕起, 李玹, 陈亮, 胡银岗. 春化及光周期基因的等位变异对小麦主要农艺性状及产量的影响[J]. 麦类作物学报, 2022, 42(10):1192-1199.doi: 10.7606/j.issn.1009-1041.2022.10.03.
	Qiao P F, Bi Q, Li X, Chen L, Hu Y G. Effect of allelic variations of vernalization and photoperiod genes on important agronomic traits and yield in bread wheat[J]. Journal of Triticeae Crops, 2022, 42(10):1192-1199.
[25]	李波. 小麦穗长等4个穗部相关性状的QTL定位[D]. 杨凌: 西北农林科技大学, 2014.
	Li B. QTL mapping of four spike-related traits such as spike length in wheat[D]. Yangling: Northwest A&F University, 2014.
[26]	王霖, 孙雷明, 黄玲, 邵敏敏, 赵凯, 闫璐, 徐兴科, 王继峰, 冯维营. 不同灌溉模式下小麦穗粒数QTL定位分析[J]. 麦类作物学报, 2018, 38(9):1038-1044.doi:10.7606/j.issn.1009-1041.2018.09.04.
	Wang L, Sun L M, Huang L, Shao M M, Zhao K, Yan L, Xu X K, Wang J F, Feng W Y. QTL mapping for kernel number per spike in wheat under different irrigation modes[J]. Journal of Triticeae Crops, 2018, 38(9):1038-1044.
[27]	王瑾. 小麦穗粒数及相关性状的QTL分析[D]. 保定: 河北农业大学, 2008.doi:10.7666/d.Y1307221.
	Wang J. QTL analysis of grain number per spike and related traits in wheat[D]. Baoding: Hebei Agricultural University, 2008.
[28]	张坤普, 徐宪斌, 田纪春. 小麦籽粒产量及穗部相关性状的QTL定位[J]. 作物学报, 2009, 35(2):270-278.doi:10.3724/SP.J.1006.2009.00270.
	Zhang K P, Xu X B, Tian J C. QTL mapping for grain yield and spike related traits in common wheat[J]. Acta Agronomica Sinica, 2009, 35(2):270-278. doi: 10.3724/SP.J.1006.2009.00270 URL
[29]	刘书含, 侯立江, 华冠勋, 宋瑜龙, 牛娜, 马守才, 宋亚珍, 王军卫, 张改生. 大穗材料高麦1号/密小穗F₂群体穗长性状的QTL初步定位[J]. 麦类作物学报, 2016, 36(4):409-414.doi:10.7606/j.issn.1009-1041.2016.04.03.
	Liu S H, Hou L J, Hua G X, Song Y L, Niu N, Ma S C, Song Y Z, Wang J W, Zhang G S. Quantitative trait loci mapping of spike length using F₂ population of Gaomai 1/Mixiaosui in wheat(Triticum aestivum L.)[J]. Journal of Triticeae Crops, 2016, 36(4):409-414.
[30]	李俊周. 小麦穗部相关性状的遗传与QTL分析[D]. 郑州: 河南农业大学, 2005.
	Li J Z. Genetic analysis and QTL mapping of spike associated traits in wheat[D]. Zhengzhou: Henan Agricultural University, 2005.
[31]	李聪, 马建, 刘航, 丁浦洋, 杨聪聪, 张涵, 秦娜娜, 兰秀锦. 基于小麦55K SNP芯片检测小麦穗长和株高性状QTL[J]. 麦类作物学报, 2019, 39(11):1284-1292.doi:10.7606/j.issn.1009-1041.2019.11.03.
	Li C, Ma J, Liu H, Ding P Y, Yang C C, Zhang H, Qin N N, Lan X J. Detection of QTLs for spike length and plant height in wheat based on 55K SNP array[J]. Journal of Triticeae Crops, 2019, 39(11):1284-1292.
[32]	邱红梅, 厉志, 于妍, 高淑芹, 马晓萍, 郑宇宏, 孟凡凡, 侯云龙, 王跃强. 基于元分析的大豆含硫氨基酸相关基因挖掘与信息学分析[J]. 中国油料作物学报, 2015, 37(2):141-147.doi:10.7505/j.issn.1007-9084.2015.02.003.
	Qiu H M, Li Z, Yu Y, Gao S Q, Ma X P, Zheng Y H, Meng F F, Hou Y L, Wang Y Q. Mining and analysis of genes related to sulfur-containing amino acids in soybean based on Meta-QTL[J]. Chinese Journal of Oil Crop Sciences, 2015, 37(2):141-147.
[33]	王俊霞. 拟南芥COG复合体亚基COG6在花粉管生长过程中的功能研究[D]. 南京: 南京农业大学, 2017.doi:10.27244/d.cnki.gnjnu.2017.000050.
	Wang J X. Study on the function of COG complex subunit COG6 in Arabidopsis thaliana during pollen tube growth[D]. Nanjing: Nanjing Agricultural University, 2017.
[34]	Wang S, Gu Y N, Zebell S G, Anderson L K, Wang W, Mohan R, Dong X N. A noncanonical role for the CKI-RB-E2F cell-cycle signaling pathway in plant effector-triggered immunity[J]. Cell Host Microbe, 2014, 16(6):787-794.doi:10.1016/j.chom.2014.10.005.
[35]	曹沙沙, 吴楠, 汪丽萍, 刘晓宇, 汪炜奇, 张贵峰, 王法微, 李晓薇. 两个大豆ERD15基因的克隆、生物信息学分析及功能初步鉴定[J]. 中国油料作物学报, 2022, 44(4):790-797.doi:10.19802/j.issn.1007-9084.2021140.
	Cao S S, Wu N, Wang L P, Liu X Y, Wang W Q, Zhang G F, Wang F W, Li X W. Cloning,bioinformatics analysis and function identification of two soybean ERD15 genes[J]. Chinese Journal of Oil Crop Sciences, 2022, 44(4):790-797.
[36]	李媛媛, 安艳秋, 王凤涛, 冯晶, 蔺瑞明, 陈万权, 徐世昌. 小麦中小GTP结合蛋白基因TaRop2克隆及其表达分析[J]. 植物遗传资源学报, 2015, 16(2):315-322.doi: 10.13430/j.cnki.jpgr.2015.02.016.
	Li Y Y, An Y Q, Wang F T, Feng J, Lin R M, Chen W Q, Xu S C. Cloning and expression analysis of TaRop2 gene encoding a small GTP-binding protein in common wheat[J]. Journal of Plant Genetic Resources, 2015, 16(2):315-322.

性状 Trait	亲本 Parent		F₂群体 F₂ population
性状 Trait	科大116 Keda 116	科大101 Keda 101	平均值 Mean	最大值 Maximum	最小值 Minimum	标准差 s	偏度 Skewness	峰度 Kurtosis	变异系数/% CV
穗长/cm Spike length	9.70	19.80	13.01	18.20	8.90	1.54	-0.02	0.55	11.84

性状 Trait	亲本 Parent		F₂群体 F₂ population
性状 Trait	科大116 Keda 116	科大101 Keda 101	平均值 Mean	最大值 Maximum	最小值 Minimum	标准差 s	偏度 Skewness	峰度 Kurtosis	变异系数/% CV
穗长/cm Spike length	9.70	19.80	13.01	18.20	8.90	1.54	-0.02	0.55	11.84

QTL	染色体 Chromosome	位置/cM Position	标记区间 Marker interval	LOD	表型贡献率/% PVE	加性效应 Additive effect
Qsl3B-1	3B	5	yzu273497~yzu294190	6.60	13.11	0.35
Qsl4A-1	4A	45	yzu328892~yzu341540	10.07	12.90	1.04
Qsl4A-2	4A	76	yzu341540~yzu330490	6.71	12.70	1.20
Qsl4B-1	4B	103	yzu397456~yzu404917	9.43	17.59	0.86
Qsl4B-2	4B	296	yzu409422~yzu405167	12.60	23.16	0.86
Qsl6B-1	6B	31	yzu588540~yzu583898	3.02	4.01	0.82
Qsl6B-2	6B	125	yzu583898~yzu610944	6.07	10.81	1.38

QTL	染色体 Chromosome	位置/cM Position	标记区间 Marker interval	LOD	表型贡献率/% PVE	加性效应 Additive effect
Qsl3B-1	3B	5	yzu273497~yzu294190	6.60	13.11	0.35
Qsl4A-1	4A	45	yzu328892~yzu341540	10.07	12.90	1.04
Qsl4A-2	4A	76	yzu341540~yzu330490	6.71	12.70	1.20
Qsl4B-1	4B	103	yzu397456~yzu404917	9.43	17.59	0.86
Qsl4B-2	4B	296	yzu409422~yzu405167	12.60	23.16	0.86
Qsl6B-1	6B	31	yzu588540~yzu583898	3.02	4.01	0.82
Qsl6B-2	6B	125	yzu583898~yzu610944	6.07	10.81	1.38

基因序列号 Gene ID	注释信息 Annotation information	物理位置/bp Physical position
TraesCS4B03G0641900	四磷酸肌醇蛋白	490 160 484-490 166 575
TraesCS4B03G0643200	角鲨烯单加氧酶重组蛋白	490 974 724-490 979 705
TraesCS4B03G0644300	GTP结合蛋白	492 900 179-492 920 025
TraesCS4B03G0645200	卵磷脂-胆固醇酰基转移酶样蛋白	493 355 473-493 357 077

Please choose a citation manager

Content to export

Major QTL Mapping and Candidate Gene Prediction of Spike Length in F₂Population of Wheat Keda 116 × Keda 101

RichHTML

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

Figures/Tables 7

References 36

Related Articles 15

Recommended Articles

Metrics

Comments

基因序列号 Gene ID	注释信息 Annotation information	物理位置/bp Physical position
TraesCS4B02G238800	COG6蛋白	494 726 389-494 732 247
TraesCS4B02G238900	核孔复合蛋白NUP133	494 732 486-494 739 166
TraesCS4B02G239000	ERD15蛋白	495 376 183-495 377 420

[1]	DOU Jiaxin, TIAN Tian, WANG Peng, LIU Yuan, CHEN Tao, ZHANG Peipei, YANG Delong. Genome-wide Association Study of Stems Sucrose Accumulation and Translocation in Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 39-50.
[2]	FAN Yaqi, WANG Yanan, HUO Ruixuan, QIAO Yuejing, GUO Laichun, YANG Zhenping. Response of Soil Properties and Annual Yield to Tillage and Fertilization in Wheat-Maize Continuous Cropping Field [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 102-111.
[3]	LIU Chen, WANG Weini, LIAO Shipeng, REN Tao, GUO Chen, LIU Junmei, SUN Xia, LU Jianwei. Study on Suitable Sowing Date of Green Manure for Multiple Cropping Rape after Wheat in Hetao Irrigation Area [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 120-127.
[4]	ZHU Zixin, ZHANG Yulu, JIA Jing, LI Wenlu, ZHAO Ludi, MENG Fangang, GE Hongmei, XU Xuexin, ZHAO Changxing. Analysis of Dry Matter Accumulation and Remobilization,and Yield Formation in Different Varieties (Lines) of Colored-grain Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 128-138.
[5]	DUAN Yuxuan, CUI Jingnan, XU Shanbin, WANG Jingguo, LIU Hualong, YANG Luomiao, JIA Yan, XIN Wei, WU Wenshen, ZHENG Hongliang, ZOU Detang. *Genome-wide Association Analysis and Candidate Gene Mining for Grain Type-Related Traits in Japonica* Rice** [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(5): 19-28.
[6]	WANG Ben, REN Kaiming, MA Shangyu, FAN Yonghui, ZHANG Wenjing, HUANG Zhenglai. Effect of Different Types of Fertilizers on Yield and Quality of Weak Gluten Wheat from Rice Stubble [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 159-166.
[7]	HE Lu, ZHANG Liru, YANG Ruoqian, YANG Xi, DU Yufan, ZHENG Boyan, LI Ruiqi, WANG Hongguang. Effects of Water-Limited Irrigation Period on Decay of Each Leaf Layer and Population Photosynthesis of Winter Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 167-173.
[8]	TANG Bin, GENG Cunjuan, ZENG Qiang, GUO Huanle, LI Han, CAO Zhongyang, DENG Lichao, PENG Ming, ZHOU Hong, CHEN Zhihui. Kernel Transcriptome Analysis of Maize Inbred Lines in Response to High Temperature Stress [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 11-19.
[9]	XIANG Guili, WU Rina, YAMAMOTO Naoki, WU Yichao, JIANG Jin, LIAO Mingli, WEI Shuhong, PENG Zhengsong, YANG Zaijun. *Cloning and Functional Prediction of Tappc3A* Gene in Wheat** [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 28-37.
[10]	WANG Meiling, JIANG Wenyue, GE Yuyang, ZHU Xinkai, LI Chunyan, ZHU Min, GUO Wenshan, DING Jinfeng. Effects of Different Degrees of Waterlogging at Stem-elongation Stage on Root Growth and Grain Yield in Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 83-90.
[11]	LI Shujing, WU Jinzhi, HUANG Ming, WANG Chunping, LI Youjun, WANG Hongtao, ZHAO Wenxin, HUANG Xiuli, LI Wenna, LI Shuang. Differences in Yield and Accumulation and Utilization of Nitrogen,Phosphorus and Potassium among Wheat Varieties from Different Geographical Origins under Dryland Farming [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(4): 129-140.
[12]	LIU Chao, SUN Tianjie, LIU Na, CHEN Yan, WANG Dongmei. Antibody Preparation and Protein Expression Analysis of TaTLP8 in Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(3): 35-41.
[13]	XIONG Xiang, HE Yong, LIU Huanhuan, LIU Zhien, TIAN Zhihong. *Identify and Analyze the Splice Variants of Polyembryo Candidate Gene OsPE* in Rice** [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(3): 55-60.
[14]	ZHANG Fuyan, ZHU Baolei, CHEN Xiaojie, WANG Jiahuan, CHENG Zhongjie, FAN Jialin, ZHANG Jianwei. Grain Phenotype Analysis and Authenticity Identification of Space Induced Wheat Mutants [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(3): 61-68.
[15]	YANG Kai, CHENG Xiaohu, ZHAO Jie, HUANG Jinan, YU Cuihong, ZHANG Li, HU Mengyun, SUN Lijing, LI Hui, WNAG Qingtao, ZHANG Yingjun. Effect of Different Drought Resistance Genes on Thousand Grains Weight of Wheat [J]. Acta Agriculturae Boreali-Sinica, 2023, 38(3): 69-76.

模态框（Modal）标题

Please choose a citation manager

Content to export

Major QTL Mapping and Candidate Gene Prediction of Spike Length in F2 Population of Wheat Keda 116 × Keda 101

RichHTML

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

Figures/Tables 7

References 36

Related Articles 15

Recommended Articles

Metrics

Comments

Major QTL Mapping and Candidate Gene Prediction of Spike Length in F₂Population of Wheat Keda 116 × Keda 101