作物学报 ›› 2023, Vol. 49 ›› Issue (12): 3261-3276.doi: 10.3724/SP.J.1006.2023.33010
所属专题: 玉米:遗传育种·种质资源·分子遗传学
钱甫1(
), 张占琴2, 陈树宾2, 丁永福2, 桑志勤2,*(
), 李卫华1,*(
)
QIAN Fu1(
), ZHANG Zhan-Qin2, CHEN Shu-Bin2, DING Yong-Fu2, SANG Zhi-Qin2,*(
), LI Wei-Hua1,*(
)
摘要:
花期是玉米重要性状之一, 解析玉米花期的遗传基础, 挖掘玉米花期关键基因, 对于选育广适玉米品种具有重要意义。在580份玉米自交系构成的自然群体中, 3年种植测定散粉期、吐丝期和散粉吐丝间隔期等3个花期性状, 利用分布全基因组的31,826个SNPs (single nucleotide polymorphisms)标记进行全基因组关联分析(genome wide association study, GWAS), 结合自交系B73的14个不同发育阶段的转录组数据进行权重基因共表达网络分析(weighted gene co-expression network analysis, WGCNA), 挑选与玉米开花相关的组织特异性模块和关键基因。GWAS在多环境(2个环境以上)下共定位标记14个, 挖掘到潜在候选基因10个, WGCNA挖掘到花期潜在候选基因17个, 2种方法共同挖掘到候选基因3个。Zm00001d052180编码一个MADS-box转录因子19, Zm00001d016814编码NAC转录因子133, Zm00001d048082编码MADS-box转录因子8, 这些基因主要参与调节花序生长发育。研究结果为解析玉米花期遗传基础及分子机制提供参考。
| [1] |
Liu M, Tan X L, Yang Y, Liu P, Zhang X X, Zhang Y C, Wang L, Hu Y, Ma L L, Li Z L, Zhang Y L, Zou C Y, Lin H J, Gao S B, Lee M, Lübberstedt T, Pan G T, Shen Y. Analysis of the genetic architecture of maize kernel size traits by combined linkage and association mapping. Plant Biotechnol J, 2020, 18: 207-221.
doi: 10.1111/pbi.13188 pmid: 31199064 |
| [2] |
Maldonado C, Mora F, Bertagna F A B, Kuki M C, Scapim C A. SNP-and haplotype-based GWAS of flowering-related traits in maize with network-assisted gene prioritization. Agronomy, 2019, 9: 725.
doi: 10.3390/agronomy9110725 |
| [3] | Zhang H Y, Gao S, Li B Y, Zhong H X, Zhang Z C, Luo B W. Genome-wide association analysis of maize flowering traits. Asian Agric Res, 2020, 12: 43-46. |
| [4] |
Buckler E S, Holland J B, Bradbury P J, Acharya C B, Brown P J, Browne C, Ersoz E, Flint-Garcia S, Garcia A, Glaubitz J C, Goodman M M, Harjes C, Guill K, Kroon D E, Larsson S, Lepak N K, Li H H, Mitchell S E, Pressoir G, Peiffer J A, Rosas M O, Rocheford T R, Romay M C, Romero S, Salvo S, Sanchez Villeda H, Da Silva H S, Sun Q, Tian F, Upadyayula N, Ware D, Yates H, Yu J M, Zhang Z W, Kresovich S, Mcmullen M D. The genetic architecture of maize flowering time. Science, 2009, 325: 714-718.
doi: 10.1126/science.1174276 pmid: 19661422 |
| [5] |
Shrestha R, Gómez-Ariza J, Brambilla V, Fornara F. Molecular control of seasonal flowering in rice, Arabidopsis and temperate cereals. Ann Bot, 2014, 114: 1445-1458.
doi: 10.1093/aob/mcu032 |
| [6] |
Li Y X, Li C H, Bradbury P J, Liu X L, Lu F, Romay C M, Glaubitz J C, Wu X, Peng B, Shi Y S, Song Y, C Zhang D F, Buckler E S, Zhang Z W, Li Y, Wang T Y. Identification of genetic variants associated with maize flowering time using an extremely large multi-genetic background population. Plant J, 2016, 86: 391-402.
doi: 10.1111/tpj.2016.86.issue-5 |
| [7] |
Dong Z, Danilevskaya O, Abadie T, Messina C, Coles N, Cooper M. A gene regulatory network model for floral transition of the shoot apex in maize and its dynamic modeling. PLoS One, 2012, 7: e43450.
doi: 10.1371/journal.pone.0043450 |
| [8] | 李真, 刘文童, 杨硕, 郭晋杰, 赵永锋, 黄亚群, 陈景堂, 祝丽英. 玉米花期性状的全基因组关联分析. 分子植物育种, 2020, 18: 37-45. |
| Li Z, Liu W T, Yang S, Guo J J, Zhao Y F, Huang Y Q, Chen J T, Zhu L Y. Genome-wide association analysis of flowering time related traits in maize (Zea mays L.). Mol Plant Breed, 2020, 18: 37-45. (in Chinese with English abstract) | |
| [9] | Yuan Y B, Cairns J E, Babu R, Gowda M, Makumbi D, Magorokosho C, Zhang A, Liu Y B, Wang N, Hao Z F, San Vicente F, Olsen M S, Prasanna B M, Lu Y L, Zhang X C. Genome-wide association mapping and genomic prediction analyses reveal the genetic architecture of grain yield and flowering time under drought and heat stress conditions in maize. Front Plant Sci, 2019, 30:1919. |
| [10] |
Wang X T, Wu L J, Zhang S F, Wu L C, Ku L X, Wei X M, Xie L L, Chen Y H. Robust expression and association of ZmCCA1 with circadian rhythms in maize. Plant Cell Rep, 2011, 30: 1261-1272.
doi: 10.1007/s00299-011-1036-8 |
| [11] |
Alter P, Bircheneder S, Zhou L Z, Schlüter U, Gahrtz M, Sonnewald U, Dresselhaus T. Flowering time-regulated genes in maize include the transcription factor ZmMADS1. Plant Physiol, 2016, 172: 389-404.
doi: 10.1104/pp.16.00285 |
| [12] |
Jin M L, Liu X G, Jia W, Liu H J, Li W Q, Peng Y, Du Y F, Wang Y B, Yin Y J, Zhang X H, Liu Q, Deng M, Li N, Cui X Y, Hao D Y, Yan J B. ZmCOL3, a CCT gene represses flowering in maize by interfering with the circadian clock and activating expression of ZmCCT. J Integr Plant Biol, 2018, 60: 465-480.
doi: 10.1111/jipb.v60.6 |
| [13] |
Muszynski M G, Dam T, Li B L, Shirbroun D M, Hou Z L, Bruggemann E, Archibald R, Ananiev E V, Danilevskaya O N. Delayed flowering1 encodes a basic leucine zipper protein that mediates floral inductive signals at the shoot apex in maize. Plant Physiol, 2006, 142: 1523-1536.
pmid: 17071646 |
| [14] |
Colasanti J, Tremblay R, Wong A Y, Coneva V, Kozaki A, Mable B K. The maize INDETERMINATE1 flowering time regulator defines a highly conserved zinc finger protein family in higher plants. BMC Genomics, 2006, 7: 158.
pmid: 16784536 |
| [15] |
Salvi S, Tuberosa R, Chiapparino E, Maccaferri M, Veillet S, Van Beuningen L, Isaac P, Edwards K, Phillips R L. Toward positional cloning of Vgt1, a QTL controlling the transition from the vegetative to the reproductive phase in maize. Plant Mol Biol, 2002, 48: 601-613.
doi: 10.1023/A:1014838024509 |
| [16] |
Guo L, Wang X H, Zhao M, Huang C, Li C, Li D, Yang C J, York A M, Xue W, Xu G H, Liang Y, Chen Q Y, Doebley J F, Tian F. Stepwise cis-regulatory changes in ZCN8 contribute to maize flowering-time adaptation. Curr Biol, 2018, 28: 3005-3015.
doi: S0960-9822(18)30928-X pmid: 30220503 |
| [17] |
Liang Y M, Liu Q, Wang X F, Huang C, Xu G H, Hey S, Lin H Y, Li C, Xu D Y, Wu L S, Wang C L, Wu W H, Xia J L, Han X, Lu S J, Lai J S, Song W B, Schnable P S, Tian F. ZmMADS69 functions as a flowering activator through the ZmRap2.7-ZCN8 regulatory module and contributes to maize flowering time adaptation. New Phytol, 2019, 221: 2335-2347.
doi: 10.1111/nph.2019.221.issue-4 |
| [18] | Huang C, Sun H Y, Xu D Y, Chen Q Y, Liang Y M, Wang X F, Xu G H, Tian J G, Wang C L, Li D, Wu L S, Yang X H, Jin W W, Doebley J F, Tian F. ZmCCT9 enhances maize adaptation to higher latitudes. Proc Natl Acad Sci USA, 2018, 115: E334-E341. |
| [19] |
Hung H Y, Shannon L M, Tian F, Bradbury P J, Chen C, Flint-Garcia S A, Mcmullen M D, Ware D, Buckler E S, Doebley J F, Holland J B. ZmCCT and the genetic basis of day-length adaptation underlying the postdomestication spread of maize. Proc Natl Acad Sci USA, 2012, 109: E 1913-E1921.
doi: 10.1073/pnas.1117158109 |
| [20] | 姜洪真, 马伯军, 钱前, 高振宇. 全基因组关联分析(GWAS)在作物农艺性状研究中的应用. 农业生物技术学报, 2018, 26: 1244-1257. |
| Jiang H Z, Ma B J, Qian Q, Gao Z Y. The application of genome-wide association study (GWAS) in crop agronomic traits. J Agric Biotechnol, 2018, 26: 1244-1257. (in Chinese with English abstract) | |
| [21] |
杨宇昕, 桑志勤, 许诚, 代文双, 邹枨. 利用WGCNA进行玉米花期基因共表达模块鉴定. 作物学报, 2019, 45: 161-174.
doi: 10.3724/SP.J.1006.2019.83053 |
|
Yang Y X, Sang Z Q, Xu C, Dai W S, Zou C. Identification of maize flowering gene co-expression modules by WGCNA. Acta Agron Sin, 2019, 45: 161-174. (in Chinese with English abstract)
doi: 10.3724/SP.J.1006.2019.83053 |
|
| [22] |
邓照, 蒋环琪, 程丽沙, 刘睿, 黄敏, 李曼菲, 杜何为. 利用WGCNA鉴定玉米非生物胁迫相关基因共表达网络. 作物学报, 2023, 49: 672-685.
doi: 10.3724/SP.J.1006.2023.23017 |
|
Deng Z, Jiang H Q, Cheng L S, Liu R, Huang M, Li M F. Identification of abiotic stress-related gene co-expression networks in maize by WGCNA. Acta Agron Sin, 2023, 49: 672-685. (in Chinese with English abstract)
doi: 10.3724/SP.J.1006.2023.23017 |
|
| [23] | Stelpflug S C, Sekhon R S, Vaillancourt B, Hirsch C N, Buell C R, De Leon N, Kaeppler S M. An expanded maize gene expression atlas based on RNA sequencing and its use to explore root development. Plant Genome, 2016, 9, 1-16. |
| [24] |
Knapp S J, Stroup W W, Ross W M. Exact confidence intervals for heritability on a progeny mean basis. Crop Sci, 1985, 25: 192-194.
doi: 10.2135/cropsci1985.0011183X002500010046x |
| [25] | 刘小磊. 一种交替运用固定效应和随机效应模型优化全基因组关联分析的算法开发. 华中农业大学博士学位论文,湖北武汉, 2016. |
| Liu X L. Development of an Iterative Usage of Fixed Effect and Random Effect Models for Powerful and Efficient Genome-Wide Association Studies. PhD Dissertation of Huazhong Agricultural University, Wuhan, Hubei, China, 2016. (in Chinese with English abstract) | |
| [26] |
Langfelder P, Horvath S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinfor, 2008, 9: 559.
doi: 10.1186/1471-2105-9-559 |
| [27] |
鲜小华, 王嘉, 徐新福, 曲存民, 卢坤, 李加纳, 刘列钊. 整合GWAS和WGCNA分析挖掘甘蓝型油菜黄籽微效作用位点. 作物学报, 2018, 44: 1105-1113.
doi: 10.3724/SP.J.1006.2018.01105 |
|
Xian X H, Wang J, Xu X F, Qu C M, Lu K, Li J N, Liu L D. Mining yellow-seeded micro effect loci in B. napus by integrated GWAS and WGCNA analysis. Acta Agron Sin, 2018, 44: 1105-1113. (in Chinese with English abstract)
doi: 10.3724/SP.J.1006.2018.01105 |
|
| [28] |
Downs G S, Bi Y M, Colasanti J, Wu W Q, Chen X, Zhu T, Rothstein S J, Lukens L N. A developmental transcriptional network for maize defines co-expression modules. Plant Physiol, 2013, 161: 1830-1843.
doi: 10.1104/pp.112.213231 |
| [29] |
Sheehan M J, Kennedy L M, Costich D E, Brutnell T P. Subfunctionalization of PhyB1 and PhyB2 in the control of seedling and mature plant traits in maize. Plant J, 2007, 49: 338-353.
pmid: 17181778 |
| [30] |
Barnes A C, Rodríguez-Zapata F, Juárez-Núñez K A, Gates D J, Janzen G M, Kur A, Wang L, Jensen S E, Estévez-Palmas J M, Crow T M, Kavi H S, Pil H D, Stokes R L, Knizner K T, Aguilar-Rangel M R, Demesa-Arévalo E, Skopelitis T, Pérez-Limón S, Stutts W L, Thompson P, Chiu Y C, Jackson D, Muddiman D C, Fiehn O, Runcie D, Buckler E S, Ross-Ibarra J, Hufford M B, Sawers R J H, Rellán-Álvarez R. An adaptive teosinte mexicana introgression modulates phosphatidylcholine levels and is associated with maize flowering time. Proc Natl Acad Sci USA, 2022, 119: e2100036119.
doi: 10.1073/pnas.2100036119 |
| [31] |
Bendix C, Mendoza J M, Stanley D N, Meeley R, Harmon F G. The circadian clock-associated gene gigantea1 affects maize developmental transitions. Plant Cell Environ, 2013, 36: 1379-1390.
doi: 10.1111/pce.2013.36.issue-7 |
| [32] |
Hayes K R, Beatty M, Meng X, Simmons C R, Habben J E, Danilevskaya O N. Maize global transcriptomics reveals pervasive leaf diurnal rhythms but rhythms in developing ears are largely limited to the core oscillator. PLoS One, 2010, 5: e12887.
doi: 10.1371/journal.pone.0012887 |
| [33] | Castelletti S, Tuberosa R, Pindo M, Salvi S. A MITE transposon insertion is associated with differential methylation at the maize flowering time QTL Vgt1. Genes Genet Genomic, 2014, 4: 805-812. |
| [34] |
Liu L, Wu Y, Liao Z, Xiong J, Wu F, Xu J, Lan H, Tang Q, Zhou S, Liu Y, Lu Y. Evolutionary conservation and functional divergence of the LFK gene family play important roles in the photoperiodic flowering pathway of land plants. Heredity, 2018, 120: 310-328.
doi: 10.1038/s41437-017-0006-5 pmid: 29225355 |
| [35] |
Li Q L, Liu B S. Genetic regulation of maize flower development and sex determination. Planta, 2017, 245:1-14.
doi: 10.1007/s00425-016-2607-2 pmid: 27770199 |
| [36] |
Li D, Wang X F, Zhang X B, Chen Q Y, Xu G H, Xu D Y, Wang C L, Liang Y M, Wu L S, Huang C, Tian J G, Wu Y Y, Tian F. The genetic architecture of leaf number and its genetic relationship to flowering time in maize. New Phytol, 2016, 210: 256-268
doi: 10.1111/nph.13765 pmid: 26593156 |
| [37] |
Mascheretti I, Battaglia R, Mainieri D, Altana A, Lauria M, Rossi V. The WD40-repeat proteins NFC101 and NFC102 regulate different aspects of maize development through chromatin modification. Plant Cell, 2013, 25: 404-420.
doi: 10.1105/tpc.112.107219 |
| [38] |
Pandey P, Srivastava P K, Pandey S P. Prediction of plant miRNA targets. Methods Mol Biol, 2019, 1932: 99-107.
doi: 10.1007/978-1-4939-9042-9_7 pmid: 30701494 |
| [39] | Ligaba-Osena A, Dimarco K, Richard T L, Hankoua B. The maize Corngrass1 miRNA-regulated developmental alterations are restored by a bacterial ADP-glucose pyrophosphorylase in transgenic tobacco. Int J Genomics, 2018, 2018: 8581258. |
| [40] |
Piñeiro M, Gómez-Mena C, Schaffer R, Martínez-Zapater J M, Coupland G. Early bolting in short days is related to chromatin remodeling factors and regulates flowering in Arabidopsis by repressing FT. Plant Cell, 2003, 15: 1552-1562
pmid: 12837946 |
| [41] |
Mccormick A J, Kruger N J. Lack of fructose 2,6-bisphosphate compromises photosynthesis and growth in Arabidopsis in fluctuating environments. Plant J, 2015, 81: 670-683.
doi: 10.1111/tpj.2015.81.issue-5 |
| [42] | 钱景华, 李增强, 廖小芳, 汤丹峰, 史奇奇, 周瑞阳, 陈鹏. 调控植物花发育的MYB类转录因子研究进展. 生物技术通讯, 2016, 27: 283-288. |
|
Qian J H, Li Z Q, Liao X F, Tang D F, Shi Q Q, Zhou R Y, Chen P. Advance on MYB transcription factors in regulating plant flower development. Lett Biotechnol, 2016, 27: 283-288. (in Chinese with English abstract)
doi: 10.1007/s10529-005-1811-0 |
|
| [43] |
Zhang X B, Chen Y H, Wang Z Y, Chen Z L, Gu H Y, Qu L J. Constitutive expression of CIR1 (RVE2) affects several circadian-regulated processes and seed germination in Arabidopsis. Plant J, 2007, 51: 512-525.
doi: 10.1111/tpj.2007.51.issue-3 |
| [44] |
Barth C, Tullio M D, Conklin P L. The role of ascorbic acid in the control of flowering time and the onset of senescence. J Exp Bot, 2006, 57: 1657-1665.
pmid: 16698812 |
| [45] |
Liu H Y, Zhou X C, Li Q P, Wang L, Xing Y Z. CCT domain-containing genes in cereal crops: flowering time and beyond. Theor Appl Genet, 2020, 133: 1385-1396.
doi: 10.1007/s00122-020-03554-8 pmid: 32006055 |
| [46] |
Cardona-López X, Cuyas L, Marín E, Rajulu C, Irigoyen M L, Gil E, Puga M I, Bligny R, Nussaume L, Geldner N, Paz-Ares J, Rubio V. ESCRT-III-associated protein ALIX mediates high- affinity phosphate transporter trafficking to maintain phosphate homeostasis in Arabidopsis. Plant Cell, 2015, 27: 2560-2581.
doi: 10.1105/tpc.15.00393 |
| [47] |
Mai Y X, Wang L, Yang H Q. A gain-of-function mutation in IAA7/AXR2 confers late flowering under short-day light in Arabidopsis. J Integr Plant Biol, 2011, 53: 480-492.
doi: 10.1111/j.1744-7909.2011.01050.x |
| [48] |
Doukhanina E V, Chen S R, Van Der Zalm E, Godzik A, Reed J, Dickman M B. Identification and functional characterization of the BAG protein family in Arabidopsis thaliana. J Biol Chem, 2006, 281: 18793-18801.
doi: 10.1074/jbc.M511794200 pmid: 16636050 |
| [49] |
Huang J, Sun W, Ren J X, Yang R C, Fan J S, Li Y F, Wang X, Joseph S, Deng W B, Zhai L H. Genome-wide identification and characterization of actin-depolymerizing factor (ADF) family genes and expression analysis of responses to various stresses in Zea Mays L. Int J Mol Sci, 2020, 21: 1751.
doi: 10.3390/ijms21051751 |
| [50] |
Yu Y C, Qiao L F, Chen J C, Rong Y H, Zhao Y H, Cui X K, Xu J P, Hou X M, Dong C H. Arabidopsis REM16 acts as a B3 domain transcription factor to promote flowering time via directly binding to the promoters of SOC1 and FT. Plant J, 2020, 103: 1386-1398.
doi: 10.1111/tpj.v103.4 |
| [51] | 邢瑞霞, 朱金洁, 祁显涛, 谢传晓, 江海洋, 刘昌林. 玉米开花期调控机制研究进展. 安徽农业科学, 2022, 50(9): 23-26. |
| Xing R X, Zhu J J, Qi X T, Xie C X, Jiang H Y, Liu C L. Research progress on the regulation mechanism of maize flowering period. J Anhui Agric Sci, 2022, 50(9): 23-26. (in Chinese with English abstract) | |
| [52] |
Xu J, Liu Y X, Liu J, Cao M J, Wang J, Lan H, Xu Y B, Lu Y L, Pan G T, Rong T Z. The genetic architecture of flowering time and photoperiod sensitivity in maize as revealed by QTL review and meta analysis. J Integr Plant Biol, 2012, 54: 358-373.
doi: 10.1111/j.1744-7909.2012.01128.x |
| [53] |
Wang L W, Zhou Z Q, Li R G, Weng J F, Zhang Q G, Li X H, Wang B Q, Zhang W Y, Song W, Li X H. Mapping QTL for flowering time-related traits under three plant densities in maize. Crop J, 2021, 9: 372-379.
doi: 10.1016/j.cj.2020.07.009 |
| [54] |
Khairallah M M, Bohn M, Jiang C, Deutsch J A, Jewell D C, Mihm J A, Melchinger A E, González-De-León D, Hoisington D A. Molecular mapping of QTL for southwestern corn borer resistance, plant height and flowering in tropical maize. Plant Breed, 1998, 117: 309-318.
doi: 10.1111/pbr.1998.117.issue-4 |
| [55] | 侯清桂, 张君, 田磊, 徐梦真, 邹欢, 毛棣, 陈彦惠, 吴连成. 基于SNP标记连锁图谱的玉米花期性状QTL定位. 玉米科学, 2021, 29(6): 41-49. |
| Hou Q G, Zhang J, Tian L, Xu M Z, Zou H, Mao L, Chen Y H, Wu L C. QTL mapping of maize flowering traits based on SNP molecular maker linkage map. J Maize Sci, 2021, 29(6): 41-49. (in Chinese with English abstract) | |
| [56] |
杨慧丽, 林亚楠, 张怀胜, 卫晓轶, 丁冬, 薛亚东. 玉米开花期性状的QTL及杂种优势位点定位. 作物学报, 2017, 43: 678-690.
doi: 10.3724/SP.J.1006.2017.00678 |
|
Yang H L, Lin Y N, Zhang H S, Wei X T, Ding D, Xue Y D. Mapping of QTLs and heterotic loci for flowering time-related traits in maize. Acta Agron Sin, 2017, 43: 678-690. (in Chinese with English abstract)
doi: 10.3724/SP.J.1006.2017.00678 |
|
| [57] |
袁亮, 孟鑫, 汪亚龙, 廖长见, 李高科, 吕桂华, 宋军, 邱正高, 林海建. 镉胁迫下甜、糯玉米开花期性状的全基因组关联分析. 植物遗传资源学报, 2021, 22: 438-447.
doi: 10.13430/j.cnki.jpgr.20200903002 |
| Yuan L, Meng X, Wang Y L, Liao C J, Li G K, Lyu G H, Song J, Qiu Z G, Lin H J. Genome wide association analysis of flowering traits in sweet and waxy maize under cadmium stress. J Plant Genet Resour, 2021, 22: 438-447 (in Chinese with English abstract). | |
| [58] |
Shi J, Wang Y H, Wang C H, Wang L, Zeng W, Han G M, Qiu C H, Wang T Y, Tao Z, Wang K J, Huang S J, Yu S S, Wang W Y, Chen H Y, Chen C, He C, Wang H, Zhu P L, Hu Y Y, Zhang X, Xie C X, Lu X D, Li P J. Linkage mapping combined with GWAS revealed the genetic structural relationship and candidate genes of maize flowering time-related traits. BMC Plant Biol, 2022, 22: 328.
doi: 10.1186/s12870-022-03711-9 pmid: 35799118 |
| [59] | 魏海忠, 商伟, 钟世宜, 张彦军, 徐长利, 赵燕, 王红红, 刘保申. 利用重组自交系群体定位玉米生育期相关性状QTL. 玉米科学, 2014, 22(1): 49-55. |
| Wei H Z, Shang W, Zhong S W, Zhang Y J, Zhao Y, Wang H H, Liu B S. Mapping of growth period related traits in maize using recombinant inbred lines. J Maize Sci, 2014, 22(1): 49-55 ). (in Chinese with English abstract) | |
| [60] | 李凯, 姜涛, 才源, 王丕武, 陈雪峰, 马科, 周元元, 卢石. 玉米花期性状的主效SSR标记筛选. 玉米科学, 2015, 23(1): 33-38. |
| Li K, Jiang T, Cai Y, Wang P W, Chen X F, Ma K, Zhou Y Y, Lu S. Screening of the main effect SSR markers of maize flowering. J Maize Sci, 2015, 23(1): 33-38. (in Chinese with English abstract) | |
| [61] | 郭向阳, 陈建军, 卫晓轶, 祝云芳, 王安贵, 刘鹏飞, 汤继华, 陈泽辉. 施氮与不施氮条件下玉米开花期相关性状的QTL定位. 植物营养与肥料学报, 2017, 23: 297-303. |
| Guo X Y, Chen J J, Wei X Y, Zhu Y F, Wang A G, Liu P F, Tang J H, Chen Z H. QTL mapping of flowering related traits of maize with and without nitrogen application. J Plant Nutr Fert, 2017, 23: 297-303. (in Chinese with English abstract) | |
| [62] | 何文昭, 王红武, 胡小娇, 李坤, 王琪, 吴宇锦, 刘志芳, 黄长玲. 玉米株高和穗位高在不同环境下的数量遗传分析. 作物杂志, 2017, (3): 13-18. |
| He W Z, Wang H W, Hu X J, Li K, Wang Q, Wu Y J, Liu Z F, Huang C L. Quantitative genetic research of plant height and ear height in maize under different environments. Crops, 2017, (3): 13-18. (in Chinese with English abstract) | |
| [63] | 曾群, 赵仲华, 赵淑清. 植物开花时间调控的信号途径. 遗传, 2006, 28: 1031-1036. |
| Zeng Q, Zhao Z H, Zhao S Q. Signal pathways of flowering time regulation in plant. Hereditas, 2006, 28: 1031-1036. (in Chinese with English abstract) | |
| [64] |
Huang D M, Lin W F, Deng B, Ren Y J, Miao Y. Dual-located WHIRLY1 interacting with LHCA1 alters photochemical activities of photosystem I and is involved in light adaptation in Arabidopsis. Int J Mol Sci, 2017, 18: 2352.
doi: 10.3390/ijms18112352 |
| [65] |
Su H H, Liang J C, Abou-Elwafa S F, Cheng H Y, Dou D D, Ren Z Z, Xie J R, Chen Z H, Gao F G, Ku L X, Chen Y H. ZmCCT regulates photoperiod-dependent flowering and response to stresses in maize. BMC Plant Biol, 2021, 21: 453.
doi: 10.1186/s12870-021-03231-y |
| [66] |
Guo J, Li C H, Zhang X Q, Li Y X, Zhang D F, Shi Y S, Song Y C, Li Y, Yang D G, Wang T Y. Transcriptome and GWAS analyses reveal candidate gene for seminal root length of maize seedlings under drought stress. Plant Sci, 2020, 292: 110380.
doi: 10.1016/j.plantsci.2019.110380 |
| [67] |
Ma L L, Zhang M Y, Chen J, Qing C Y, He S J, Zou C Y, Yuan G S, Yang C, Peng H, Pan G T, Lübberstedt T, Shen Y. GWAS and WGCNA uncover hub genes controlling salt tolerance in maize (Zea mays L.) seedlings. Theor Appl Genet, 2021, 134: 3305-3318.
doi: 10.1007/s00122-021-03897-w |
| [68] |
王艳花, 刘景森, 李加纳. 整合GWAS和WGCNA筛选鉴定甘蓝型油菜生物产量候选基因. 作物学报, 2021, 47: 1491-1510.
doi: 10.3724/SP.J.1006.2021.04175 |
| Wang Y H, Liu J S, Li J N. Integrating GWAS and WGCNA to screen and identify candidate genes for biological yield in Brassica napus L. Acta Agron Sin, 2021, 47: 1491-1510. (in Chinese with English abstract) | |
| [69] |
Francisco F R, Aono A H, Da Silva C C, Gonçalves P S, Scaloppi Junior E J, Le Guen V, Fritsche-Neto R, Souza L M, De Souza A P. Unravelling rubber tree growth by integrating GWAS and biological network-based approaches. Front Plant Sci, 2021, 12: 768589.
doi: 10.3389/fpls.2021.768589 |
| [70] |
Raman H, Raman R, Coombes N, Song J, Prangnell R, Bandaranayake C, Tahira R, Sundaramoorthi V, Killian A, Meng J, Dennis E S, Balasubramanian S. Genome-wide association analyses reveal complex genetic architecture underlying natural variation for flowering time in canola. Plant Cell Environ, 2016, 39: 1228-1239.
doi: 10.1111/pce.v39.6 |
| [71] |
Hartmann U, Höhmann S, Nettesheim K, Wisman E, Saedler H, Huijser P. Molecular cloning of SVP: a negative regulator of the floral transition in Arabidopsis. Plant J, 2000, 21: 351-360.
doi: 10.1046/j.1365-313x.2000.00682.x pmid: 10758486 |
| [72] | 王佳丽, 王鹤冰, 杨慧勤, 胡若琳, 魏大勇, 汤青林, 王志敏. NAC转录因子在植物花发育中的作用. 生物工程学报, 2022, 38: 2687-2699. |
| Wang J L, Wang H B, Yang H Q, Hu R L, Wei D Y, Tang Q L, Wang Z M. The role of NAC transcription factors in flower development in plants. Chin J Biotechnol, 2022, 38: 2687-2699. (in Chinese with English abstract) | |
| [73] |
Kim S G, Kim S Y, Park C M. A membrane-associated NAC transcription factor regulates salt-responsive flowering via FLOWERING LOCUS T in Arabidopsis. Planta, 2007, 226: 647-654.
doi: 10.1007/s00425-007-0513-3 |
| [74] | 陈旭. NAC家族转录因子OsNAC2介导赤霉素信号通路参与调控水稻株高和开花时间. 复旦大学博士学位论文,上海, 2013. |
| Chen X. Expression of Rice NAC Transcription Factor OsNAC2 Reduced the Height of Rice and Delayed the Flowering Time by Gibberellin Pathway. PhD Dissertation of Graduate School of Fudan University, Shanghai, China, 2013. (in Chinese with English abstract) | |
| [75] |
Pimenta M R, Silva P A, Mendes G C, Alves J R, Caetano H D, Machado J P, Brustolini O J, Carpinetti P A, Melo B P, Silva J C, Rosado G L, Ferreira M F, Dal-Bianco M, Picoli E A, Aragao F J, Ramos H J, Fontes E P. The stress-induced soybean NAC transcription factor GmNAC81 plays a positive role in developmentally programmed leaf senescence. Plant Cell Physiol, 2016, 57: 1098-1114.
doi: 10.1093/pcp/pcw059 pmid: 27016095 |
| [76] | Du Y F, Lunde C, Li Y F, Jackson D, Hake S, Zhang Z X. Gene duplication at the fascicled ear1 locus controls the fate of inflorescence meristem cells in maize. Proc Natl Acad Sci USA, 2021, 118: e2019218118. |
| [1] | 习千辉, 徐梓瑗, 刘梦梦, 王宏艺, 郎凯琳, 井震海, 陈锋, 赵磊. 小麦籽粒铜含量的全基因组关联分析及候选基因预测[J]. 作物学报, 2026, 52(6): 1604-1617. |
| [2] | 刘恩波, 陈静, 李红星, 于宁宁, 任佰朝, 赵斌, 刘鹏, 张吉旺. 遮阴改变源-库平衡和调节碳水化合物代谢进而抑制夏玉米幼穗发育[J]. 作物学报, 2026, 52(6): 1891-1901. |
| [3] | 梁进宇, 尹嘉德, 王红丽, 张国平, 侯慧芝, 董博, 马明生. 基于无人机高光谱和机器学习的旱地饲用玉米叶片氮含量估测[J]. 作物学报, 2026, 52(6): 1788-1801. |
| [4] | 孙淑凤, 许振南, 黄嘉鑫, 翁建峰, 李新海. 玉米MAPK家族全基因组鉴定及其对拟轮枝镰孢菌感染的响应[J]. 作物学报, 2026, 52(5): 1291-1308. |
| [5] | 张宁宁, 滕雨菲, 任娜娜, 魏兴卓, 闫书豪, 樊可心, 王永宏, 陈文康, 张兴华, 朱万超, 徐淑兔, 薛吉全. 201份玉米自交系抗旱表型评价及可塑性分析[J]. 作物学报, 2026, 52(5): 1309-1325. |
| [6] | 张鸿蓉, 王菲儿, 李盼, 仇海龙, 朱静, 赵连豪, 南运有, 何蔚, 樊志龙, 胡发龙, 柴强, 殷文. 减量20%灌水与25%有机肥替代化肥提高青贮玉米产量的光合特性[J]. 作物学报, 2026, 52(5): 1487-1500. |
| [7] | 杨欣雨, 崔文涛, 迪力尼格尔·阿力木, 汪凯翔, 吴鹏昊, 任姣姣. 玉米穗上叶片数全基因组关联分析和全基因组选择[J]. 作物学报, 2026, 52(5): 1573-1590. |
| [8] | 韩亚鑫, 何冠华, 张小琼, 张登峰, 李永祥, 刘旭洋, 王天宇, 黎裕, 邹华文, 李春辉. 基于RNA-Seq和BSA-Seq联合分析挖掘玉米侧根密度基因资源[J]. 作物学报, 2026, 52(5): 1341-1352. |
| [9] | 杨扬, 常诗惠, 田红丽, 易红梅, 王璐, 任洁, 范亚明, 刘亚维, 王凤格, 赵久然. 不同生态区国审玉米品种的遗传多样性分析[J]. 作物学报, 2026, 52(5): 1352-1364. |
| [10] | 蔡宏玮, 于爱忠, 姜科强, 王鹏飞, 王玉珑, 霍建喆, 庞小能, 尹波, 尚永盼. 干旱灌区有机肥替代部分化肥促进甜玉米产量提升的关键机制[J]. 作物学报, 2026, 52(4): 1166-1180. |
| [11] | 田红丽, 杨扬, 范亚明, 易红梅, 郭丹丹, 王凤格, 赵久然. 适于玉米品种鉴定的一套三等位变异SNP新型标记组合[J]. 作物学报, 2026, 52(4): 993-1005. |
| [12] | 杨亚莉, 徐明睿, 马越飞, 海艺蕊, 刘凯栋, 刘万茂, 孙颖. 玉米根尖及整根响应缺铁的转录组比较研究[J]. 作物学报, 2026, 52(4): 1006-1021. |
| [13] | 马亮, 马璐, 张舒钰, 章慧敏, 王仁明, 宋旭东, 张振良, 冒宇翔, 陆虎华, 陈国清, 郝德荣, 周广飞. 玉米苞叶数目转录组分析及候选基因鉴定[J]. 作物学报, 2026, 52(3): 790-801. |
| [14] | 孟成, 王哲. 玉米ZmPFK基因家族全基因组鉴定及响应胁迫表达分析[J]. 作物学报, 2026, 52(3): 764-779. |
| [15] | 李新浩, 邢梦柯, 周梓惠, 李思烨, 任昊, 王洪章, 赖华江. 外源褪黑素通过协调光反应与暗反应增强玉米苗期的耐热性[J]. 作物学报, 2026, 52(3): 839-856. |
|
||