





中国农业科学 ›› 2019, Vol. 52 ›› Issue (3): 385-398.doi: 10.3864/j.issn.0578-1752.2019.03.001
• 作物遗传育种·种质资源·分子遗传学 • 下一篇
孙凯,李冬秀,杨靖,董骥驰,严贤诚,罗立新,刘永柱,肖武名,王慧,陈志强,郭涛
收稿日期:2018-09-18
接受日期:2018-11-12
出版日期:2019-02-01
发布日期:2019-02-14
联系方式:
孙凯,E-mail:m15018435726_2@163.com
基金资助:SUN Kai,LI DongXiu,YANG Jing,DONG JiChi,YAN XianCheng,LUO LiXin,LIU YongZhu,XIAO WuMing,WANG Hui,CHEN ZhiQiang,GUO Tao
Received:2018-09-18
Accepted:2018-11-12
Published:2019-02-01
Online:2019-02-14
摘要:
背景 耐淹成苗率低是限制直播稻产量的重要因素,挖掘高种子活力、低氧萌发能力强的水稻材料是提高耐淹成苗率的关键,但控制耐淹成苗率的遗传位点的挖掘仍然比较有限。目的 利用来源广泛的自然种质,分析影响耐淹成苗率的关键表型性状,挖掘相关的遗传位点和候选基因,为直播稻耐淹成苗机理研究提供一定的理论和材料基础。方法 以200份来源广泛的水稻种质为材料,在有氧环境下进行发芽试验,测量种子发芽率、发芽指数和活力指数;在低氧条件下测量芽鞘长和芽鞘直径;进行耐淹成苗试验,水深10 cm,20 d后测量耐淹成苗率。分析各性状间的相关性,挖掘影响耐淹成苗率的关键性状;利用简化基因组测序对以上6个表型进行全基因组关联分析,鉴定与性状显著关联的SNP位点,并在关联区间内筛选候选基因;对02428和YZX 2份材料进行有氧、无氧以及氧气含量转换条件下的转录组检测,结合全基因组关联分析结果,分析候选基因的表达模式差异。结果 种子活力、芽鞘表型和耐淹成苗率在200份材料间存在广泛的遗传变异,其中,芽鞘长和活力指数的变异系数最大;相关分析结果表明,芽鞘长、活力指数与耐淹成苗率呈极显著正相关;通过全基因组关联分析,共鉴定出8个与活力指数显著关联的位点,15个与芽鞘长显著关联的位点;结合基因组注释,在关联区间筛选出6个与活力指数相关的候选基因,7个与芽鞘长度相关的候选基因;进一步比较13个基因在有氧、无氧及氧气转换条件下的表达模式以及表达量的变化,发现Os02g0657000、Os03g0592500、Os08g0380100表达量变化显著,表现出对氧气处理的敏感性。结论 种子活力、芽鞘长与耐淹成苗率密切相关,可作为筛选高耐淹成苗水稻材料的重要性状。全基因组关联分析、转录组分析与基因表达模式比较的联合应用可提高候选基因的筛选效率。水稻耐淹成苗过程可能受到与逆境胁迫、光合作用相关基因的调控。
孙凯, 李冬秀, 杨靖, 董骥驰, 严贤诚, 罗立新, 刘永柱, 肖武名, 王慧, 陈志强, 郭涛. 水稻耐淹成苗率相关性状全基因组的关联分析[J]. 中国农业科学, 2019, 52(3): 385-398.
SUN Kai, LI DongXiu, YANG Jing, DONG JiChi, YAN XianCheng, LUO LiXin, LIU YongZhu, XIAO WuMing, WANG Hui, CHEN ZhiQiang, GUO Tao. Genome-Wide Association Analysis for Rice Submergence Seedling Rate[J]. Scientia Agricultura Sinica, 2019, 52(3): 385-398.
表1
表型性状"
| 性状 Trait | 极小值 Min | 极大值 Max | 均值 Average | 标准误 Standard error | 标准差 Standard deviation | 变异系数 Coefficient of variation |
|---|---|---|---|---|---|---|
| 发芽率 Germination rate (%) | 64.9515 | 100.0000 | 95.8427 | 0.3259 | 4.9420 | 5.1564 |
| 发芽指数 Germination index | 32.6747 | 90.3761 | 59.6827 | 0.6815 | 10.3348 | 17.3162 |
| 活力指数 Vitality index | 0.1376 | 0.9656 | 0.3345 | 0.0071 | 0.1079 | 32.2571 |
| 胚芽鞘长 Coleoptile length (cm) | 0.9640 | 3.4622 | 2.3019 | 0.0302 | 0.4577 | 19.8836 |
| 胚芽鞘直径 Coleoptile diameter (mm) | 0.4544 | 0.6576 | 0.5287 | 0.0026 | 0.0387 | 7.3198 |
| 成苗率 Seedling rate (%) | 11.1111 | 97.7788 | 61.5295 | 1.3074 | 19.8212 | 32.2141 |
表2
表型相关性分析"
| 性状 Trait | 成苗率 Seedling rate | 发芽率 Germination rate | 发芽指数 Germination index | 活力指数 Vitality index | 胚芽鞘长 Coleoptile length | 胚芽鞘直径 Coleoptile diameter |
|---|---|---|---|---|---|---|
| 成苗率 Seedling rate | 1 | |||||
| 发芽率 Germination rate | 0.254** | 1 | ||||
| 发芽指数 Germination index | 0.229** | 0.422** | 1 | |||
| 活力指数Vitality index | 0.224** | 0.129 | 0.518** | 1 | ||
| 胚芽鞘长 Coleoptile length | 0.271** | 0.129* | 0.287** | 0.305** | 1 | |
| 胚芽鞘直径 Coleoptile diameter | -0.078 | -0.382** | -0.226** | 0.022 | 0.137* | 1 |
表3
活力指数关联位点"
| 染色体 Chr. | SNP位置 Position (bp) | 等位基因 Allele | 峰值 Peak value | 已报道的位点 Known loci |
|---|---|---|---|---|
| 1 | 13783629 | C/T | 6.322302731 | |
| 2 | 26540479 | A/G | 6.142571185 | [18-19] |
| 5 | 3878312 | A/G | 6.384993065 | |
| 6 | 5542656 | C/T | 8.912458149 | [20] |
| 10 | 13589547 | C/T | 6.960402683 | [20-21] |
| 11 | 4608768 | A/G | 7.710957603 | |
| 11 | 26538371 | G/T | 6.863393569 | |
| 12 | 23449435 | T/C | 6.103889317 | [22-23] |
表4
活力指数关联位点候选基因"
| SNP位置 SNP position | 基因编号 Gene ID | 基因注释 Gene annotation |
|---|---|---|
| Chr.01_13783629 | Os01g0347500 | 木瓜蛋白酶样半胱氨酸蛋白酶 Papain-like cysteine proteinase |
| Chr.02_26540479 | Os02g0657000 | 含AP2结构域的蛋白质 AP2 domain-containing protein |
| Chr.02_26540479 | Os02g0658200 | 锌指,含有PHD型结构域的蛋白质 Zinc finger, PHD-type domain containing protein |
| Chr.02_26540479 | Os02g0658400 | Remorin,含有C末端结构域的蛋白质 Remorin, C-terminal domain containing protein |
| Chr.11_26538371 | Os11g0660300 | 热激蛋白DnaJ,含有N-末端结构域的蛋白质 Heat shock protein DnaJ, N-terminal domain containing protein |
| Chr.11_26538371 | Os11g0661200 | 糖苷水解酶 Glycoside hydrolasen |
表5
胚芽鞘长关联位点"
| 染色体 Chr. | SNP位置 Position (bp) | 等位基因 Allele | 峰值 Peak value | 已报道的位点 Known loci |
|---|---|---|---|---|
| 3 | 22007803 | C/T | 5.023909483 | |
| 4 | 6615471 | A/G | 4.342639196 | |
| 4 | 23562335 | T/C | 4.028691488 | |
| 5 | 15450007 | G/A | 4.777759954 | [24] |
| 6 | 757734 | A/G | 4.284055624 | |
| 6 | 9693092 | A/G | 4.340712509 | |
| 6 | 21932341 | T/C | 4.165186256 | [25-26] |
| 6 | 29822164 | T/A | 4.48136579 | [27-28] |
| 8 | 5689664 | C/T | 4.675971197 | [29] |
| 8 | 18019426 | T/C | 4.364278864 | |
| 10 | 3160014 | G/A | 4.652868342 | |
| 10 | 7504391 | T/C | 4.286580613 | |
| 10 | 17384859 | G/C | 4.84143398 | |
| 11 | 10896433 | T/C | 4.076205999 | |
| 11 | 18620615 | C/A | 4.169961251 |
表6
胚芽鞘长关联位点候选基因"
| SNP位置 SNP Position | 基因编号 Gene ID | 基因注释 Gene annotation |
|---|---|---|
| Chr.03_22007803 | Os03g0595600 | 谷胱甘肽转移酶 Glutathione transferase |
| Chr.03_22007803 | Os03g0592500 | 叶绿素a-b结合蛋白 Chlorophyll a-b binding protein |
| Chr.06_29822164 | Os06g0704300 | 锌指CCCH结构域的蛋白质 Zinc finger CCCH domain-containing protein |
| Chr.08_15689664 | Os08g0198200 | 天冬氨酸蛋白酶CDR1 Aspartic proteinase CDR1 |
| Chr.08_18019270 | Os08g0380100 | 含有BURP结构域的蛋白质 BURP domain-containing protein |
| Chr.10_17384859 | Os10g0466500 | 锌指蛋白CONSTANS-LIKE 4 Zinc finger protein CONSTANS-LIKE 4 |
| Chr.11_10896433 | Os11g0293900 | 植物含UBX结构域的蛋白质 Plant UBX domain-containing protein |
| [1] | 刘贵富, 陈明江, 李明, 吕慧颖, 葛毅强, 魏珣, 杨维才 . 水稻育种行业创新进展. 植物遗传资源学报, 2018,19(3):416-429. |
| LIU G F, CHEN M J, LI M, LU H Y, GE Y Q, WEI X, YANG W C . Innovation progress in rice breeding industry. Journal of Plant Genetic Resources, 2018,19(3):416-429. (in Chinese) | |
| [2] | 章孟臣 . 水稻耐淹发芽相关性状的全基因组关联分析[D]. 北京: 中国农业科学院, 2016. |
| ZHANG M C . Genome-wide association analysis of traits related to flooding and germination in rice[D]. Beijing: Chinese Academy of Agricultural Sciences, 2016. ( in Chinese) | |
| [3] | YAMAUCHI M, AGUILAR A M, VAUGHAN D A, SESHU D V . Rice (Oryza sativa L.) germplasm suitable for direct sowing under flooded soil surface. Euphytica, 1993,67(3):177-184. |
| [4] |
YAMAUCHI M, BISWAS J K . Rice cultivar difference in seedling establishment in flooded soil. Plant & Soil, 1997,189(1):145-153.
doi: 10.1023/A:1004250901931 |
| [5] | 陈孙禄, 王俊敏, 潘佑找, 马健阳, 张建辉, 张红生, 滕胜 . 水稻萌发耐淹性的遗传分析. 植物学报, 2012,47(1):28-35. |
| CHEN S L, WANG J M, PAN Y Z, MA J Y, ZHANG J H, ZHANG H S, TENG S . Genetic analysis of rice germination tolerance to flooding. Acta Botanica Sinica, 2012,47(1):28-35. (in Chinese) | |
| [6] |
SEPTININGSIH E M ,SENDON P M D,SANCHEZ D L,ISMAIL A M,MACKILL D J. QTL mapping and confirmation for tolerance of anaerobic conditions during germination derived from the rice landrace Ma-Zhan Red. Theoretical and Applied Genetics, 2013,126(5):1357-1366.
doi: 10.1007/s00122-013-2057-1 pmid: 23417074 |
| [7] |
LEE H S, SASAKI K, KANG J W, SATO T, SONG W Y, AHN S N . Mesocotyl elongation is essential for seedling emergence under deep-seeding condition in rice. Rice, 2017,10(1):32.
doi: 10.1186/s12284-017-0173-2 pmid: 28710696 |
| [8] |
MACKAY I, POWELL W . Methods for linkage disequilibrium mapping in crops. Trends in Plant Science, 2007,12(2):57-63.
doi: 10.1016/j.tplants.2006.12.001 pmid: 17224302 |
| [9] |
MACKAY T F C, STONE E A, AYROLES J F . The genetics of quantitative traits: Challenges and prospects. Nature Reviews Genetics, 2009,10(8):565-577.
doi: 10.1038/nrg2612 pmid: 19584810 |
| [10] |
BAI X, ZHAO H, HUANG Y, XIE W B, HAN Z M, ZHANG B, GUO Z L, YANG L, DONG H J, XUE W Y, LI G W, HU G, HU Y, XING Y Z . Genome-wide association analysis reveals different genetic control in panicle architecture between and rice. Plant Genome, 2016,9(2).
doi: 10.3835/plantgenome2015.11.0115 |
| [11] |
HAN Z, ZHANG B, ZHAO H, AYAAD M, XING Y Z . Genome-wide association studies reveal that diverse heading date genes respond to short and long day lengths between indica and japonica rice. Frontiers in Plant Science, 2016,7:1270.
doi: 10.3389/fpls.2016.01270 pmid: 5002401 |
| [12] |
MAGWA R A, ZHAO H, XING Y . Genome-wide association mapping revealed a diverse genetic basis of seed dormancy across subpopulations in rice (Oryza sativa L.). BMC Genetics, 2016,17(1):28.
doi: 10.1186/s12863-016-0340-2 pmid: 4727300 |
| [13] |
MAGWA R A, ZHAO H, YAO W, XIE W, YANG L, BAI X . Genomewide association analysis for awn length linked to the seed shattering gene qSH1 in rice . Journal of Genetics, 2016,95(3):1-8.
doi: 10.1007/s12041-016-0679-1 pmid: 27659335 |
| [14] |
ZHOU P B, XIE W B, HUSSIAN S, LI Y, XIA D, ZHAO H, SUN S, CHEN J, YE H, HOU J, ZHAO D, GAO G, ZHANG Q, WANG G, LIAN X, XIAO J, YU S, LI X, HE Y . Genome-wide association analyses reveal the genetic basis of stigma exsertion in rice. Molecular Plant, 2017,10(4):634-644.
doi: 10.1016/j.molp.2017.01.001 pmid: 28110091 |
| [15] | 王洋 . 适于直播的水稻种质资源筛选及种子活力和幼苗耐缺氧能力优异等位变异的发掘[D]. 南京: 南京农业大学, 2009. |
| WANG Y . Screening of rice germplasm resources suitable for direct seeding and excavation of seed vigor and excellent allergic variation of seedling tolerance to hypoxia[D]. Nanjing: Nanjing Agricultural University, 2009. ( in Chinese) | |
| [16] |
HSU S K, TUNG C W . Genetic mapping of anaerobic germination- associated QTLs controlling coleoptile elongation in rice. Rice, 2015,8(1):1-12.
doi: 10.1186/s12284-015-0072-3 pmid: 4689725 |
| [17] |
LEE K W, CHEN P W, LU C A, CHEN S, HO Y H, YU S M . Coordinated responses to oxygen and sugar deficiency allow rice seedlings to tolerate flooding. Science Signaling, 2009, 2(91): ra61.
doi: 10.1126/scisignal.2000333 pmid: 19809091 |
| [18] | BI F C, ZHANG Q F, LIU Z, FANG C, LI J, SU J B, GREENBERG J T, WANG H B, YAO N . A conserved cysteine motif is critical for rice ceramide kinase activity and function. PLoS ONE, 2011,6(3):e18079. |
| [19] |
SUGIYAMA K, HAYAKAWA T, KUDO T, ITO T, YAMAYA T . Interaction of N-acetylglutamate kinase with a PII-like protein in rice. Plant & Cell Physiology, 2004,45(12):1768-1778.
doi: 10.1093/pcp/pch199 pmid: 15653795 |
| [20] |
MOEDER W, YOSHIOKA K . CNGCs break through-A rice cyclic nucleotide-gated channel paves the way for pollen tube growth. PLoS Genetics, 2017,13(11):e1007066.
doi: 10.1371/journal.pgen.1007066 pmid: 5708612 |
| [21] |
MORI Y, YAMAMOTO T, SAKAGUCHI N, ISHIBASHI T, FURUKAWA T, KADOTA Y, KUCHITSU K, HASHIMOTO J, KIMURA S, SAKAGUCHI K . Characterization of the origin recognition complex (ORC) from a higher plant, rice (Oryza sativa L.). Gene, 2005,353(1):23-30.
doi: 10.1016/j.gene.2005.03.047 pmid: 15939553 |
| [22] |
MIYOSHI K, AHN B O, KAWAKATSU T, ITO Y, ITOH J, NAGATO Y, KURATA N . PLASTOCHRON1, a timekeeper of leaf initiation in rice, encodes cytochrome P450. Proceedings of the National Academy of Sciences of the United States of America, 2004,101(3):875-880.
doi: 10.1073/pnas.2636936100 pmid: 321774 |
| [23] |
ZENG L R, QU S, BORDEOS A, YANG C, BARAOIDAN M, YAN H, XIE Q, NAHM B H, LEUNG H, WANG G L . Spotted leaf11, a negative regulator of plant cell death and defense, encodes a U-box/ armadillo repeat protein endowed with E3 ubiquitin ligase activity. The Plant Cell, 2004,16(10):2795-2808.
doi: 10.1105/tpc.104.025171 pmid: 15377756 |
| [24] |
LIANG Y, ZHAO X, JONES A M, GAO Y . G proteins sculp root architecture in response to nitrogen in rice and Arabidopsis. Plant Science, 2018,274:129-136.
doi: 10.1016/j.plantsci.2018.05.019 |
| [25] | SINGH G, SARKAR N K, GROVER A . Mapping of domains of heat stress transcription factor OsHsfA6a responsible for its transactivation activity. Plant Science, 2018,274:80-90. |
| [26] |
ZHU S, GAO F, CAO X, CHEN M, YE G, WEI C, LI Y . The rice dwarf virus P2 protein interacts with ent-kaurene oxidases in vivo, leading to reduced biosynthesis of gibberellins and rice dwarf symptoms. Plant Physiology, 2005,139(4):1935-1945.
doi: 10.1104/pp.105.072306 pmid: 16299167 |
| [27] | YONG H C, KIM C Y, MIN C K, KIM C Y, KIM M C, KIM I H, PARK C Y, KIM J C, PARK B O, KOO S C, YOON H W, CHUNG W S, LIM C O, LEE S Y, CHO M J . BWMK1, a rice mitogen-activated protein kinase, locates in the nucleus and mediates pathogenesis- related gene expression by activation of a transcription factor. Plant Physiology, 2003,132(4):1961-1972. |
| [28] |
ZHONG R, CUI D, PHILLIPS D R, YE Z H . A novel rice xylosyltransferase catalyzes the addition of 2-o-xylosyl side chains onto the xylan backbone. Plant & Cell Physiology, 2018,59(3):554.
doi: 10.1093/pcp/pcy003 pmid: 29325159 |
| [29] |
CHEUNG M Y, XUE Y, ZHOU L, LI M W, SUN S S, LAM H M . An ancient P-loop GTPase in rice is regulated by a higher plant-specific regulatory protein. Journal of Biological Chemistry, 2010,285(48):37359-37369.
doi: 10.1074/jbc.M110.172080 pmid: 20876569 |
| [30] | 蒋彭炎 . 直播稻的生育特点和增产对策. 中国稻米, 1996(4):30-33. |
| JIANG P Y . Fertility characteristics and yield increase strategies of direct seeding rice.China Rice, 1996(4):30-33. (in Chinese) | |
| [31] | 侯名语, 江玲, 王春明, 万建民 . 水稻种子低氧发芽力的QTL定位和上位性分析. 中国水稻科学, 2004,18(6):483-488. |
| HOU M Y, JIANG L, WANG C M, WAN J M . QTL mapping and epistasis analysis of hypoxia germination of rice seeds. Chinese Journal of Rice Science, 2004,18(6):483-488. (in Chinese) | |
| [32] |
ANGAJI S A, SEPTININGSIH E M, MACKILL D J, ISMAIL A M . QTLs associated with tolerance of flooding during germination in rice (Oryza sativa L.). Euphytica, 2010,172(2):159-168.
doi: 10.1007/s10681-009-0014-5 |
| [33] | 何龙生 . 水稻种子活力测定方法的初步研究[D]. 杭州: 浙江农林大学, 2018. |
| HE L S . Preliminary study on the determination method of rice seed vigor[D]. Hangzhou: Zhejiang Agriculture and Forestry University, 2018. ( in Chinese) | |
| [34] | 曹栋栋, 阮晓丽, 詹艳, 石瑛琪 . 杂交水稻种子不同活力测定方法与其田间成苗率的相关性. 浙江农业学报, 2014,26(5):1145-1150. |
| CAO D D, YAN X L, ZHAN Y, SHI Y Q . Correlation between different vigor determination methods of hybrid rice seeds and their seedling rate in field. Journal of Zhejiang Agricultural Sciences, 2014,26(5):1145-1150. (in Chinese) | |
| [35] | 张淼, 赵畅, 李法莲, 邵群 . 具有AP2结构域的转录因子家族的研究进展. 科技信息, 2007(21):342-345. |
| ZHANG M, ZHAO C, LI F L, SHAO Q . Research progress of transcription factor family with AP2 domain.Science and Technology Information, 2007(21):342-345. (in Chinese) | |
| [36] | 朱彬彬, 崔百明, 向本春 . 番茄叶绿素a/b结合蛋白基因cab-1a的克隆与定位. 江苏农业科学, 2017,45(14):20-23. |
| ZHU B B, CUI B M, XIANG B C . Cloning and localization of tomato chlorophyll a/b binding protein gene cab-1a. Jiangsu Agricultural Sciences, 2017,45(14):20-23. (in Chinese) | |
| [37] | 米子岚, 钟活权, 江年琼, 唐玉林 . BURP蛋白家族与植物对非生物胁迫的响应.中国细胞生物学学报, 2015(9):1302-1308. |
| MI Z L, ZHONG H Q, JIANG N Q, TANG Y L . Response of BURP protein family and plants to abiotic stress. Chinese Journal of Cell Biology, 2015(9):1302-1308. (in Chinese) |
| [1] | 彭廷燊, 陆久焱, 吴美林, 严雨欣, 刘宏周, 南文斌, 秦小健, 李明, 龚俊义, 梁永书. 多年生水稻黄糯2号和长白7号产量相关性状的QTL分析[J]. 中国农业科学, 2026, 59(7): 1361-1379. |
| [2] | 叶美金, 吴雷, Lohani Md Nahibuzzaman, 尹丽, 胡欣荣, 刘亚西, 蒋云峰, 陈国跃, 蒲至恩, 李阳, 李婷, 邹亚亚, 吴佳怡, 马建. 基于GWAS的中国地方小麦成熟胚大小位点的鉴定及其遗传效应解析[J]. 中国农业科学, 2026, 59(6): 1157-1171. |
| [3] | 杨丽娟, 陈丝雨, 赵薇, 朱玲, 郭磊, 马丽娜, 马瑞敏, 张娟. 全基因组重测序揭示静原鸡羽色的遗传机制[J]. 中国农业科学, 2026, 59(6): 1348-1360. |
| [4] | 陈敏, 焦紫岚, 乔承彬, 许昊, 张碧, 马东花, 孔维儒, 王敬文, 宋佳伟, 罗成科, 李培富, 田蕾. 不同亚种水稻种质资源对盐胁迫的形态生理响应及适应策略[J]. 中国农业科学, 2026, 59(4): 705-722. |
| [5] | 郭富城, 唐海江, 郝馨怡, 马国林, 杨九菊, 黄霖锋, 田蕾, 王彬, 罗成科. 不同灌溉方式对宁夏盐渍化土壤水盐运移、水稻产量及水分利用效率的影响[J]. 中国农业科学, 2026, 59(4): 750-764. |
| [6] | 张卫建, 严圣吉, 尚子吟, 唐志伟, 吴柳格, 李佳锐, 陈浩天, 邓艾兴, 张俊, 张鑫, 郑成岩, 宋振伟. 稻田甲烷不完全源于水稻种植的人为贡献[J]. 中国农业科学, 2026, 59(4): 824-833. |
| [7] | 朱姝, 国志鹏, 孙颖. 水稻雷帕霉素靶蛋白OsTOR调控根伸长的功能研究[J]. 中国农业科学, 2026, 59(3): 475-485. |
| [8] | 王勇胜, 牛丽, 王长杰, 马立花, 廉潇潇, 孟亚雄, 马小乐, 姚立蓉, 张宏, 杨轲, 李葆春, 王化俊, 司二静, 汪军成. 冬小麦千粒重的全基因组关联分析及候选基因预测[J]. 中国农业科学, 2026, 59(3): 499-514. |
| [9] | 吕文彦, 程海涛, 马兆惠, 田淑华. 育种新时代水稻杂交育种技术与策略探讨[J]. 中国农业科学, 2026, 59(2): 233-238. |
| [10] | 廖婷璐, 石亚飞, 肖东浩, 舍杨梦斐, 郭富城, 杨九菊, 唐海江, 罗成科. 外源硝普钠对碱胁迫下水稻幼苗糖代谢的影响[J]. 中国农业科学, 2026, 59(2): 265-277. |
| [11] | 刘天生, 刘耕源, 赵安琪, 杨旭, 蔡明雪, 杨艾文, 娄铭轩, 李沐恺, 王晗, 张亚玲. 黑龙江省水稻恶苗病致病群体[J]. 中国农业科学, 2026, 59(2): 305-321. |
| [12] | 王忠妮, 雷月, 李佳丽, 宫彦龙, 朱速松. ABC转运蛋白OsARG1调控水稻抽穗期的功能[J]. 中国农业科学, 2026, 59(1): 1-16. |
| [13] | 费耀莹, 王迪, 唐伟杰, 郭彩丽, 张小虎, 邱小雷, 程涛, 姚霞, 江冲亚, 朱艳, 曹卫星, 郑恒彪. 基于无人机多源影像融合的水稻籽粒蛋白质含量估测[J]. 中国农业科学, 2026, 59(1): 41-56. |
| [14] | 董桂春, 王子涵, 王树深, 李杰, 霍晓晴, 杨瑞, 周娟, 舒小伟, 李妍, 曹靓婧, 王子瑞, 姚友礼, 黄建晔. 硫包衣缓释肥提升水稻产量及氮肥利用率的技术途径[J]. 中国农业科学, 2026, 59(1): 57-77. |
| [15] | 李云丽, 刁邓超, 刘雅睿, 孙玉晨, 孟祥宇, 邬陈芳, 汪妤, 吴建辉, 李春莲, 曾庆东, 韩德俊, 郑炜君. 小麦苗期耐热性全基因组关联分析[J]. 中国农业科学, 2025, 58(9): 1663-1683. |
|
||