欢迎访问作物学报,今天是

作物学报 ›› 2026, Vol. 52 ›› Issue (4): 1116-1126.doi: 10.3724/SP.J.1006.2026.54114

• 作物遗传育种·种质资源·分子遗传学 • 上一篇    下一篇

马铃薯Argonaute基因家族鉴定及晚疫病诱导表达分析

田立涛1,2(), 丁宁2,3, 王树林2,3, 齐恩芳2,3, 张荣2,3, 王蕊蕊2, 马利雯2, 李建武1,2,3,*(), 杨江伟1,*()   

  1. 1甘肃农业大学生命科学技术学院, 甘肃兰州 730070
    2甘肃省农业科学院马铃薯研究所 / 甘肃省马铃薯种质资源创新工程实验室, 甘肃兰州 730070
    3国家种质资源渭源观测实验站, 甘肃渭源 748201
  • 收稿日期:2025-09-25 接受日期:2026-01-22 出版日期:2026-04-12 网络出版日期:2026-02-05
  • 通讯作者: *李建武, E-mail: ljw0931@163.com; 杨江伟, E-mail: yjw@gsau.edu.cn
  • 作者简介:E-mail: TianLT12@outlook.com
  • 基金资助:
    甘肃省农业科学院现代生物育种专项(2025GAAS15);甘肃省农业农村厅种业公关项目(ZYGG-2025-4);国家现代农业产业技术体系(CARS-09-P06);国家自然科学基金项目(31760410)

Genome-wide identification of the Argonaute gene family and its induction by late blight in potato (Solanum tuberosum L.)

Tian Li-Tao1,2(), Ding Ning2,3, Wang Shu-Lin2,3, Qi En-Fang2,3, Zhang Rong2,3, Wang Rui-Rui2, Ma Li-Wen2, Li Jian-Wu1,2,3,*(), Yang Jiang-Wei1,*()   

  1. 1College of Life Science and Technology, Gansu Agricultural University, Lanzhou 730070, Gansu, China
    2Potato Research Institute of Gansu Academy of Agricultural Sciences / Gansu Engineering Laboratory of Potato Germplasm Resources Innovation, Lanzhou 730070, Gansu, China
    3National Germplasm Resources Agricultural Experimental Station, Weiyuan 748201, Gansu, China
  • Received:2025-09-25 Accepted:2026-01-22 Published:2026-04-12 Published online:2026-02-05
  • Contact: *E-mail: ljw0931@163.com; E-mail: yjw@gsau.edu.cn
  • Supported by:
    Modern Biological Breeding Program of Gansu Academy of Agricultural Sciences(2025GAAS15);Seed Industry Research Project of Gansu Provincial Department of Agriculture and Rural Affairs(ZYGG-2025-4);China Agriculture Research System(CARS-09-P06);National Natural Science Foundation of China(31760410)

摘要:

Argonaute (AGO)蛋白作为RNA诱导沉默复合体(RNA-induced silencing complex, RISC)的核心元件, 在小RNA (sRNA)介导的基因沉默中具有重要作用。在植物中, AGO蛋白广泛参与调控发育、胁迫应答及病原防御等关键生物学过程, 然而目前在马铃薯中对该基因家族的系统研究尚无报道。本研究通过生物信息学方法对StAGO基因家族成员进行鉴定, 并分析了不同组织和致病疫霉菌(Phytophthora infestans (Mont.) de Bary)侵染后叶片的表达, 同时利用拟南芥原生质体瞬时表达体系验证了StAGO1A和StAGO2A在病原胁迫下的应答。结果表明, 在双单倍体马铃薯全基因组中共筛选出14个StAGO基因, 分布在7条染色体上。根据系统进化关系可将其分为3个亚家族: StAGO1A/ StAGO1B/StAGO5/StAGO10/StAGO10A、StAGO2A/StAGO2B/StAGO3/StAGO7和StAGO4A/StAGO4B/StAGO4/StAGO6/ StAGO8。共线性分析结果显示, 该基因家族成员间存在2个片段复制事件(StAGO1A和StAGO1B, StAGO4A和StAGO4B)。通过RT-qPCR分析StAGOs基因在不同组织中的表达谱发现, StAGO10在叶中高表达, StAGO1B在茎中高表达, 而StAGO3、StAGO5、StAGO7等在试管薯中相对表达量高。在晚疫病病原菌侵染离体叶片后, StAGO1A、StAGO2A、StAGO3、StAGO5、StAGO6、StAGO10均显著上调表达。此外, 本研究构建了瞬时表达载体在拟南芥原生质体中进行体内表达验证, 发现晚疫病病原菌能诱导StAGO1A与StAGO2A表达增强。综上所述, 本研究为进一步分析StAGOs基因家族功能及其在响应马铃薯晚疫病中的作用奠定了理论基础。

关键词: 马铃薯, Argonaute基因, 全基因组鉴定, 表达分析, 晚疫病

Abstract:

Argonaute (AGO) proteins are core components of the RNA-induced silencing complex (RISC) and play a crucial role in small RNA (sRNA)-mediated gene silencing. In plants, AGO proteins regulate key biological processes such as development, stress responses, genome architecture, and pathogen defense. However, the AGO gene family in potato (Solanum tuberosum L.) has not yet been characterized. In this study, we identified members of the StAGO gene family through bioinformatics approaches and analyzed their expression patterns in various tissues and in leaves infected by Phytophthora infestans (Mont.) de Bary using real-time quantitative PCR (RT-qPCR). The expression of StAGO1A and StAGO2A under pathogen stress was further validated using a transient expression assay in Arabidopsis protoplasts. A total of 14 StAGO genes were identified in the doubled haploid potato genome, distributed across seven chromosomes. Phylogenetic analysis grouped them into three subfamilies: StAGO1A, StAGO1B, StAGO5, StAGO10, StAGO10A; StAGO2A, StAGO2B, StAGO3, StAGO7; and StAGO4A, StAGO4B, StAGO4, StAGO6, StAGO8. Collinearity analysis revealed two segmental duplication events within the family (StAGO1A and StAGO1B, StAGO4A and StAGO4B). Tissue-specific expression analysis by RT-qPCR showed that StAGO10 was highly expressed in leaves, StAGO1B showed elevated expression in stems, and StAGO3, StAGO5, and StAGO7 exhibited relatively high expression in mini tubers. Moreover, expression profiling following infection with the late blight pathogen revealed significant upregulation of StAGO1A, StAGO2A, StAGO3, StAGO5, StAGO6, and StAGO10. Transient expression assays in Arabidopsis protoplasts further confirmed that P. infestans infection induces the expression of StAGO1A and StAGO2A. In conclusion, this study provides a theoretical foundation for future functional analyses of the StAGO gene family and their roles in potato defense against late blight.

Key words: potato, Argonaute (AGO) gene, genome-wide identification, expression analysis, late blight

图1

‘大西洋’组培苗"

表1

本研究所用引物"

引物名称
Primer name
引物序列
Primer sequence (5'-3')
说明
Describe
StEF1α-F ATTGGAAACGGATATGCTCCA 马铃薯内参引物
StEF1α-R TCCTTACCTGAACGCCTGTCA Potato reference gene primers
StAGO1A-F ACCACCTTGGCTTTGACCTT StAGO1A RT-qPCR引物
StAGO1A-R AATGGCGCATAATCACCCGA StAGO1A RT-qPCR primers
StAGO1B-F ATCTGAGCCCCCTGAGATGT StAGO1B RT-qPCR引物
StAGO1B-R TGTCAGGTAGCTCCGCAAAG StAGO1B RT-qPCR primers
StAGO10-F GAACCACTCCCGGTTGTTGA StAGO10 RT-qPCR引物
StAGO10-R TAGCTCCCTTGTTGGCTGTG StAGO10 RT-qPCR primers
StAGO10A-F AAGATTGGCCTGAGGTGACG StAGO10A RT-qPCR引物
StAGO10A-R CTTTTGGCCTGTGGCCTTTC StAGO10A RT-qPCR primers
StAGO5-F CCCAATGTTGCCACCCAAAG StAGO5 RT-qPCR引物
StAGO5-R AGAATCTTCTCCCGGTTGCG StAGO5 RT-qPCR primers
StAGO7-F TCGCATGGCATGTTCGAGAT StAGO7 RT-qPCR引物
StAGO7-R TTACACCCCAATGGCTGCAT StAGO7 RT-qPCR primers
StAGO2A-F CCGTCGGACATAGCAAAGGT StAGO2A RT-qPCR引物
StAGO2A-R TGAAAGAGAGACATCAAATACCTCA StAGO2A RT-qPCR primers
StAGO2B-F TGGTTGACGGATAAGCCTGC StAGO2B RT-qPCR引物
StAGO2B-R GGACAACGCCATCCCTTGTA StAGO2B RT-qPCR primers
StAGO3-F GTCTCCGGGTACTGTTGTGG StAGO3 RT-qPCR引物
StAGO3-R GACGACGAAGCTTCAGAGGA StAGO3 RT-qPCR primers
StAGO4A-F TGCCTCTTTTGAGCAGAAGAATTT StAGO4A RT-qPCR引物
StAGO4A-R CCCTTGTTTCCAACACCACG StAGO4A RT-qPCR primers
StAGO4B-F GCTTAGAAGGGCTCCACCTG StAGO4B RT-qPCR引物
StAGO4B-R AACTCTTCCAGGAGCCAAGC StAGO4B RT-qPCR primers
StAGO4-F GAAATCCTGCTCCTCTGGGC StAGO4 RT-qPCR引物
StAGO4-R AGCTGCTCGATAGCGTGAAA StAGO4 RT-qPCR primers
StAGO8-F TGGGACTAGCAGGCCAATTC StAGO8 RT-qPCR引物
StAGO8-R TGCCGATTTCTTAGGGCCTTT StAGO8 RT-qPCR primers
StAGO6-F ACTGTTTTAGGGCTGGGCAA StAGO6 RT-qPCR引物
StAGO6-R GCCCTCACCAAGATGGTTGT StAGO6 RT-qPCR primers
AGO2A-PstI-F ACTCTAGAAAGCTTCTGCAGATGGACCGTGGGAACTACCG StAGO2A CDS序列扩增引物
AGO2A-SpeI-R TACCGGATCCACTAGTGACGAAAAACATTATGTCCTGC StAGO2A CDS sequence clone primers
AGO1A-PstI-F ACTCTAGAAAGCTTCTGCAGATGGTGCGGAAGAGGAGAAC StAGO1A CDS序列扩增引物
AGO1A-SpeI-R TACCGGATCCACTAGTACAATAGAACATCACCCTTTTG StAGO1A CDS sequence clone primers

表2

StAGOs蛋白的理化性质"

名称
Name
基因ID
Gene ID
氨基酸
Amino acid (aa)
分子量
Molecular weight (kD)
等电点
pI
不稳定系数
Instability index
亲水性均值
GRAVY
StAGO1A Soltu.DM.06G027550 1054 117.03 9.46 50.28 -0.519
StAGO1B Soltu.DM.03G019130 1127 124.70 9.48 49.97 -0.598
StAGO10 Soltu.DM.12G024630 945 106.95 9.25 48.24 -0.424
StAGO10A Soltu.DM.09G025190 982 110.56 9.30 44.96 -0.444
StAGO5 Soltu.DM.06G030090 1025 114.25 9.39 49.08 -0.484
StAGO7 Soltu.DM.01G010020 1002 114.24 9.20 47.28 -0.411
StAGO2A Soltu.DM.02G012280 1051 117.08 9.30 41.75 -0.560
StAGO2B Soltu.DM.02G012290 821 92.68 7.98 34.58 -0.396
StAGO3 Soltu.DM.02G012300 999 112.34 9.18 39.95 -0.571
StAGO4A Soltu.DM.01G005850 909 101.75 9.01 47.80 -0.399
StAGO4B Soltu.DM.06G028860 913 101.94 8.95 51.29 -0.405
StAGO4 Soltu.DM.01G035930 809 90.51 9.23 41.79 -0.431
StAGO8 Soltu.DM.03G025140 907 102.56 9.49 41.78 -0.317
StAGO6 Soltu.DM.07G016700 953 107.21 8.58 42.53 -0.322

图2

马铃薯AGOs蛋白的进化树和AGOs基因的共线性分析 A: 进化树; 粉色圆点: StAGO基因家族; 蓝色圆点: AtAGO基因家族; 绿色圆点: SlAGO基因家族; Cluster 1: 亚家族I; Cluster 2: 亚家族II; Cluster 3: 亚家族III。B: 共线性分析; St1-St12: 马铃薯的12条染色体; At1-At5: 拟南芥的5条染色体; 灰线: 马铃薯与拟南芥物种间共线性关系; 红线: 目的基因与拟南芥物种间共线性关系; 绿线: 马铃薯物种内候选基因的共线性关系。"

图3

马铃薯AGOs基因家族成员的基因结构和蛋白结构域 A: 基因结构。B: 蛋白结构域。"

图4

StAGOs蛋白PIWI结构域多序列比对 红色: DDH/D催化三联体; 蓝色: 第798位组氨酸(H798); 绿色: 保守QF-V基序。"

图5

StAGOs基因组织表达模式分析 RT-qPCR数据为3次生物学重复、3次技术重复的平均值(n = 9); 不同小写字母代表处理组间差异显著(P < 0.05, Tukey多重比较)。"

图6

陇薯19号(A)和CIP309056.5 (B)侵染晚疫病后StAGOs基因的相对表达量 Mock: 对照组; P. infestans: 晚疫病侵染处理组。RT-qPCR数据为3次生物学重复、3次技术重复的平均值(n = 9)。*和**分别表示在0.05和0.01水平差异显著。"

图7

拟南芥原生质体瞬时表达 A: 拟南芥原生质体瞬时表达; pSuper1300-eGFP: 空载体; pSuper1300-StAGO1A-eGFP: AGO1A过表达载体; pSuper1300-StAGO2A- eGFP: AGO2A过表达载体; Mock: 对照组; P. infestans: 晚疫病侵染处理组; 比例尺: 50 μm。B: 绿色荧光信号统计图; **表示在0.01水平差异显著; 代表性图片来自3次生物学重复(n = 3)。"

[1] 高康, 何蒲明. 马铃薯主粮化战略研究. 合作经济与科技, 2018(14): 31-33.
Gao K, He P M. Study on potato staple food strategy. Co Oper Econ Sci, 2018(14): 31-33 (in Chinese).
[2] Hutvagner G, Simard M J. Argonaute proteins: key players in RNA silencing. Nat Rev Mol Cell Biol, 2008, 9: 22-32.
doi: 10.1038/nrm2321
[3] Bohmert K, Camus I, Bellini C, et al. AGO1 defines a novel locus of Arabidopsis controlling leaf development. EMBO J, 1998, 17: 170-180.
doi: 10.1093/emboj/17.1.170 pmid: 9427751
[4] Kwak P B, Tomari Y. The N domain of Argonaute drives duplex unwinding during RISC assembly. Nat Struct Mol Biol, 2012, 19: 145-151.
doi: 10.1038/nsmb.2232 pmid: 22233755
[5] Carbonell A, Carrington J C. Antiviral roles of plant ARGONAUTES. Curr Opin Plant Biol, 2015, 27: 111-117.
doi: 10.1016/j.pbi.2015.06.013 pmid: 26190744
[6] Li Z C, Li W Q, Guo M X, et al. Origin, evolution and diversification of plant ARGONAUTE proteins. Plant J, 2022, 109: 1086-1097.
doi: 10.1111/tpj.v109.5
[7] Bologna N G, Iselin R, Abriata L A, et al. Nucleo-cytosolic shuttling of ARGONAUTE1 prompts a revised model of the plant microRNA pathway. Mol Cell, 2018, 69: 709-719.e5.
doi: S1097-2765(18)30007-8 pmid: 29398448
[8] Zhu H L, Hu F Q, Wang R H, et al. Arabidopsis Argonaute10 specifically sequesters miR166/165 to regulate shoot apical meristem development. Cell, 2011, 145: 242-256.
doi: 10.1016/j.cell.2011.03.024
[9] Harvey J J W, Lewsey M G, Patel K, et al. An antiviral defense role of AGO 2 in plants. PLoS One, 2011, 6: e14639.
[10] Garcia-Ruiz H, Carbonell A, Hoyer J S, et al. Roles and programming of Arabidopsis ARGONAUTE proteins during Turnip mosaic virus infection. PLoS Pathog, 2015, 11: e1004755.
[11] Zilberman D, Cao X F, Jacobsen S E. ARGONAUTE 4 control of locus-specific siRNA accumulation and DNA and histone methylation. Science, 2003, 299: 716-719.
pmid: 12522258
[12] Zheng X W, Zhu J H, Kapoor A, et al. Role of Arabidopsis AGO6 in siRNA accumulation, DNA methylation and transcriptional gene silencing. EMBO J, 2007, 26: 1691-1701.
doi: 10.1038/sj.emboj.7601603
[13] Szittya G, Burgyán J. RNA interference-mediated intrinsic antiviral immunity in plants. Curr Top Microbiol Immunol, 2013, 371: 153-181.
doi: 10.1007/978-3-642-37765-5_6 pmid: 23686235
[14] 杨阳. 水稻AGO基因家族的生物信息学分析. 华中农业大学硕士学位论文, 湖北武汉, 2013.
Yang Y. The Bioinformatics Analysis of AGO Gene Family in Rice. MS Thesis of Huazhong Agricultural University, Wuhan, Hubei, China, 2013 (in Chinese with English abstract).
[15] Zhai L H, Sun W, Zhang K, et al. Identification and characterization of Argonaute gene family and meiosis-enriched Argonaute during sporogenesis in maize. J Integr Plant Biol, 2014, 56: 1042-1052.
doi: 10.1111/jipb.12205
[16] Liu X, Lu T, Dou Y C, et al. Identification of RNA silencing components in soybean and sorghum. BMC Bioinform, 2014, 15: 4.
doi: 10.1186/1471-2105-15-4
[17] Gan D F, Zhan M D, Yang F, et al. Expression analysis of argonaute, Dicer-like, and RNA-dependent RNA polymerase genes in cucumber (Cucumis sativus L.) in response to abiotic stress. J Genet, 2017, 96: 235-249.
doi: 10.1007/s12041-017-0758-y
[18] 林俊俊, 郭怀刚, 董洁静, 等. 高粱AGO蛋白家族基因鉴定及表达分析. 核农学报, 2019, 33: 1291-1302.
doi: 10.11869/j.issn.100-8551.2019.07.1291
Lin J J, Guo H G, Dong J J, et al. Identification and expression analysis of AGO protein family genes in Sorghum bicolor. J Nucl Agric Sci, 2019, 33: 1291-1302 (in Chinese with English abstract).
[19] 郭晓燕, 宋健, 员世宇, 等. 谷子AGO基因家族全基因组鉴定及特征分析. 中国草地学报, 2024, 46(4): 1-10.
Guo X Y, Song J, Yun S Y, et al. Whole genome identification and characteristic analysis of AGO gene family in foxtail millet. Chin J Grassland, 2024, 46(4): 1-10 (in Chinese with English abstract).
[20] Chen C J, Wu Y, Li J W, et al. TBtools-II: a “one for all, all for one” bioinformatics platform for biological big-data mining. Mol Plant, 2023, 16: 1733-1742.
doi: 10.1016/j.molp.2023.09.010
[21] Yoo S D, Cho Y H, Sheen J. Arabidopsis Mesophyll protoplasts: a versatile cell system for transient gene expression analysis. Nat Protoc, 2007, 2: 1565-1572.
doi: 10.1038/nprot.2007.199
[22] Ding N, Zhang B. microRNA production in Arabidopsis. Front Plant Sci, 2023, 14: 1096772.
doi: 10.3389/fpls.2023.1096772
[23] 岳路明, 宋剑波, 徐晓峰, 等. 拟南芥AGO基因家族分析及盐胁迫下的表达验证. 深圳大学学报(理工版), 2017, 34: 352-357.
Yue L M, Song J B, Xu X F, et al. Bioinformatical and experimental analysis of AGO genes in response to salt stress. J Shenzhen Univ (Sci Eng), 2017, 34: 352-357 (in Chinese with English abstract).
[24] Vazquez F, Legrand S, Windels D. The biosynthetic pathways and biological Scopes of plant small RNAs. Trends Plant Sci, 2010, 15: 337-345.
doi: 10.1016/j.tplants.2010.04.001 pmid: 20427224
[25] 王永益. 拟南芥AGO1在小RNA通路中的新功能研究. 深圳大学硕士学位论文, 广东深圳, 2019.
Wang Y Y. New Function of AGO 1 in Arabidopsis Small RNA Pathway. MS Thesis of Shenzhen University, Shenzhen, Guangdong, China, 2019 (in Chinese with English abstract).
[26] Fang X F, Qi Y J. RNAi in plants: an argonaute-centered view. Plant Cell, 2016, 28: 272-285.
doi: 10.1105/tpc.15.00920
[27] Baumberger N, Baulcombe D C. Arabidopsis ARGONAUTE1 is an RNA Slicer that selectively recruits microRNAs and short interfering RNAs. Proc Natl Acad Sci USA, 2005, 102: 11928-11933.
doi: 10.1073/pnas.0505461102 pmid: 16081530
[28] Ré D A, Cambiagno D A, Arce A L, et al. CURLY LEAF regulates microRNA activity by controlling ARGONAUTE 1 degradation in plants. Mol Plant, 2020, 13: 72-87.
doi: S1674-2052(19)30327-2 pmid: 31606467
[29] Li Y H, Yang Y Q, Liu Y, et al. Overexpression of OsAGO1b induces adaxially rolled leaves by affecting leaf abaxial sclerenchymatous cell development in rice. Rice, 2019, 12: 60.
doi: 10.1186/s12284-019-0323-9 pmid: 31396773
[30] Douglas R N, Wiley D, Sarkar A, et al. ragged seedling2 encodes an ARGONAUTE7-like protein required for mediolateral expansion, but not dorsiventrality, of maize leaves. Plant Cell, 2010, 22: 1441-1451.
doi: 10.1105/tpc.109.071613
[31] Alazem M, He M H, Moffett P, et al. Abscisic acid induces resistance against Bamboo mosaic virus through Argonaute 2 and 3. Plant Physiol, 2017, 174: 339-355.
doi: 10.1104/pp.16.00015 pmid: 28270624
[32] Wang H, Zhang X R, Liu J, et al. Deep sequencing of small RNAs specifically associated with Arabidopsis AGO1 and AGO4 uncovers new AGO functions. Plant J, 2011, 67: 292-304.
doi: 10.1111/tpj.2011.67.issue-2
[1] 陈国欢, 张锐, 李艳迪, 赵佳琪, 任湧涛, 张天赐, 郭华春, 李俊, 杨芳. 外源硒叶面喷施对浅紫色马铃薯块茎花青素合成的影响[J]. 作物学报, 2026, 52(6): 1876-1890.
[2] 左同鸿, 张贺翠, 曾静, 朱利泉. 甘蓝自交不亲和相关基因BoPUB3L的克隆与表达分析[J]. 作物学报, 2026, 52(6): 1698-1710.
[3] 王文辕, 燕雪嘉, 刘玉霖, 孙晓彤, 李亚楠, 唐鑫华, 石瑛. 耐弱光马铃薯品种筛选及转录因子编码基因StPIF3的克隆与功能分析[J]. 作物学报, 2026, 52(6): 1631-1645.
[4] 胡赵, 钱润, 谢丰璞, 应素平. 水稻SPX基因家族鉴定及响应磷处理的表达分析[J]. 作物学报, 2026, 52(6): 1902-1912.
[5] 汪玲, 胡好, 宋家凤, 程洁蓝, 陈颖, 郑婷婷, 吕钊彦, 朱晓彪, 侯华兰. 马铃薯UDP-糖基转移酶基因StUGT52的克隆及功能验证[J]. 作物学报, 2026, 52(3): 665-676.
[6] 杨宗桃, 杨婷, 王禹童, 艾静, 李燕烨, 刘家勇, 邓军, 赵勇, 张跃彬. 甘蔗CLC基因家族鉴定与表达分析[J]. 作物学报, 2026, 52(3): 722-734.
[7] 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.
[8] 张宇, 刘芳, 蔡诚诚, 杨小华, 吉阿么石扎, 杨元军, 王西瑶. 溴乙烷与赤霉素协同处理破除马铃薯块茎休眠的机理初探[J]. 作物学报, 2026, 52(3): 825-838.
[9] 徐强, 谢奎忠, 胡新元, 岳云, 董博, 罗爱花. 连作对马铃薯根际土壤线虫群落结构与功能的影响[J]. 作物学报, 2026, 52(2): 527-538.
[10] 杨飚, 杜帅康, 张继旺, 石瑛, 张丽莉. 马铃薯III类POD基因家族的全基因组鉴定及其表达谱分析[J]. 作物学报, 2026, 52(2): 405-420.
[11] 张力岚, 杨军, 王让剑. 基于WGCNA发掘茶树糖苷类香气前体含量性状相关的候选基因[J]. 作物学报, 2026, 52(2): 494-513.
[12] 王雅致, 杨飚, 季香林, 石瑛, 张丽莉. 二倍体马铃薯抗旱资源鉴定及抗旱基因初步筛选[J]. 作物学报, 2026, 52(1): 72-84.
[13] 田甲春, 葛霞, 李守强, 李梅, 田世龙, 张亚倩, 程建新, 李玉梅. 低O2高CO2贮藏环境延缓马铃薯块茎衰老的作用机制[J]. 作物学报, 2026, 52(1): 262-278.
[14] 姬炫彤, 卞春松, 金黎平, 李森, 秦军红, 李广存. 不同耐旱型马铃薯根际微生物对干旱的响应[J]. 作物学报, 2026, 52(1): 165-177.
[15] 卓峰琦, 唐振三, 雷雨俊, 程李香, 赵甜甜, 吕汰, 杨晨, 张峰. 基于烹饪方式及回生温度筛选低升糖马铃薯品种(系)[J]. 作物学报, 2025, 51(9): 2538-2546.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!