





中国农业科学 ›› 2020, Vol. 53 ›› Issue (22): 4527-4536.doi: 10.3864/j.issn.0578-1752.2020.22.001
赵久然,李春辉,宋伟(
),刘新香,王元东,张如养,王继东,孙轩,王夏青
收稿日期:2020-02-15
接受日期:2020-03-25
出版日期:2020-11-16
发布日期:2020-11-28
联系方式:
赵久然,E-mail:maizezhao@126.com。|李春辉,E-mail:lichunhui331@163.com。赵久然与李春辉为同等贡献作者。
基金资助:
ZHAO JiuRan,LI ChunHui,SONG Wei(
),LIU XinXiang,WANG YuanDong,ZHANG RuYang,WANG JiDong,SUN Xuan,WANG XiaQing
Received:2020-02-15
Accepted:2020-03-25
Published:2020-11-16
Online:2020-11-28
摘要: 【目的】 玉米骨干自交系京2416是以(京24×5237)×京24构建基础选系群体,利用高大严及同群优系聚合等选系技术选育的优良黄改群自交系。以其为父本育成的审定品种已有20多个,其中代表性品种京农科728,突破了黄淮海夏玉米籽粒机收技术瓶颈,成为中国首批通过国家审定的机收籽粒品种。通过分析京2416与X群种质的杂种优势,及其形成过程中的重组事件和黄早四基因组片段传递规律,解析京2416形成的遗传机制,以期为黄改系的进一步遗传改良提供参考。【方法】 选用黄早四、京2416及其2个选系亲本(京24和5237)为材料,与5份X群代表性自交系根据NCII遗传设计组配杂交组合,利用F1产量相关性状单穗粒重的中亲优势、超高亲优势值和配合力效应值评估4份黄改系的杂种优势。对4份黄改系及5份X群自交系进行测序深度约为18×的全基因组重测序,用BWA、GATK等软件进行序列比对和变异检测,基于获得的SNP和InDel标记信息,利用GCTA和Treebest软件进行主成分分析和系统发生树构建,同源传递片段(identity-by-descent,IBD)使用IBDseq软件识别。【结果】 通过比较分析黄早四、京2416、京24、5237与5份X群代表系所配杂交组合的F1产量相关性状发现,与其他3份材料(黄改系京24、5237和黄早四)相比,京2416具有更高的超高亲优势和一般配合力。基于全基因组重测序数据,分析重现了京2416形成过程中的重组事件,明确京2416的基因组组成,选系亲本京24和5237在京2416基因组中保留的比例分别为80.96%和19.04%。利用基因组测序数据解析从黄早四到京2416的IBD片段,结果表明,京2416从京24和5237 2个选系亲本中聚合了全部的9个重要黄改系特征性选择区域。【结论】 骨干自交系京2416在遗传改良过程中,通过染色体重组聚合选系亲本京24和5237所有的9个重要黄改系特征性选择区域,从分子水平解释了京2416与X群代表系表现出更高配合力的遗传基础。
赵久然, 李春辉, 宋伟, 刘新香, 王元东, 张如养, 王继东, 孙轩, 王夏青. 玉米骨干自交系京2416杂种优势及遗传重组解析[J]. 中国农业科学, 2020, 53(22): 4527-4536.
ZHAO JiuRan, LI ChunHui, SONG Wei, LIU XinXiang, WANG YuanDong, ZHANG RuYang, WANG JiDong, SUN Xuan, WANG XiaQing. Heterosis and Genetic Recombination Dissection of Maize Key Inbred Line Jing2416[J]. Scientia Agricultura Sinica, 2020, 53(22): 4527-4536.
表1
9份自交系及其系谱来源"
| 序号Code | 自交系Inbred lines | 系谱来源Pedigree |
|---|---|---|
| 1 | 京2416 Jing2416 | 京24×5237 Jing24×5237 |
| 2 | 京24 Jing24 | 早熟302×黄野四 Zaoshu302×Huangyesi |
| 3 | 5237 | 502×丹340 502×Dan340 |
| 4 | 黄早四 Huangzaosi | 塘四平头选系 Selected from Tangsipingtou |
| 5 | 京724 Jing724 | X1132x选系 Selected from X1132x |
| 6 | 京464 Jing464 | X1132x选系 Selected from X1132x |
| 7 | DH382 | X1132x选系 Selected from X1132x |
| 8 | 京725 Jing725 | X1132x选系 Selected from X1132x |
| 9 | 京MC01 JingMC01 | X1132x选系 Selected from X1132x |
表2
4个黄改系和5个X系之间的杂交组合单穗粒重的杂种优势"
| 杂种优势 Heterosis | 亲本 Parents | DH382 | 京MC01 JingMC01 | 京464 Jing464 | 京724 Jing724 | 京725 Jing725 |
|---|---|---|---|---|---|---|
| 中亲优势 Mid-parent heterosis | 京2416 Jing2416 | 99.35 | 89.27 | 103.30 | 87.31 | 90.78 |
| 京24 Jing24 | 94.06 | 89.51 | 80.88 | 76.55 | 84.20 | |
| 5237 | 70.95 | 60.91 | 72.39 | 82.32 | 58.03 | |
| 黄早四 Huangzaosi | 113.93 | 100.77 | 106.84 | 82.11 | 70.86 | |
| 超高亲优势 Over-high parent heterosis | 京2416 Jing2416 | 84.48 | 83.87 | 82.46 | 67.25 | 62.60 |
| 京24 Jing24 | 80.02 | 84.57 | 62.71 | 58.00 | 57.33 | |
| 5237 | 63.37 | 60.11 | 59.59 | 67.90 | 38.65 | |
| 黄早四 Huangzaosi | 70.79 | 66.77 | 61.08 | 41.24 | 27.65 |
表3
4个黄改系亲本单穗粒重一般配合力相对效应值和20个杂交组合特殊配合力相对效应值"
| 亲本 Parents | RGCA (%) | RSCA (%) | ||||
|---|---|---|---|---|---|---|
| DH382 | 京MC01 JingMC01 | 京464 Jing464 | 京724 Jing724 | 京725 Jing725 | ||
| 京2416 Jing2416 | 7.50 | -1.78 | -2.43 | 2.47 | -2.04 | 3.78 |
| 京24 Jing24 | 2.68 | 0.43 | 2.75 | -5.02 | -3.06 | 4.89 |
| 5237 | -3.43 | -3.15 | -3.15 | -0.85 | 9.29 | -2.13 |
| 黄早四 Huangzaosi | -6.75 | 4.50 | 2.83 | 3.40 | -4.19 | -6.54 |
表4
9份玉米自交系的测序信息"
| 材料名称 Sample name | 读长数 Reads (M) | 碱基数量 Bases (Gb) | 读长比对率 Map reads (%) | 比对reads数量 Map reads | 测序深度 Depth | 覆盖度 Coverage (%) |
|---|---|---|---|---|---|---|
| 京2416 Jing2416 | 237.49 | 35.07 | 90.45 | 212725920 | 15.90 | 88.93 |
| 京24 Jing24 | 230.52 | 33.89 | 89.65 | 204550192 | 15.36 | 88.90 |
| 5237 | 148.07 | 22.21 | 90.36 | 133672852 | 13.03 | 91.52 |
| 黄早四 Huangzaosi | 296.63 | 37.08 | 91.03 | 293757182 | 16.81 | 97.24 |
| DH382 | 155.61 | 22.73 | 88.87 | 136266112 | 11.04 | 88.80 |
| 京MC01 JingMC01 | 458.36 | 61.74 | 90.88 | 410270768 | 29.98 | 89.91 |
| 京724 Jing724 | 183.13 | 26.86 | 88.66 | 159907952 | 13.04 | 87.15 |
| 京725 Jing725 | 393.95 | 53.81 | 90.01 | 349216966 | 26.13 | 89.36 |
| 京464 Jing464 | 350.51 | 48.59 | 89.99 | 310638312 | 23.60 | 89.47 |
| 均值 Mean | 281.80 | 38.72 | 92.32 | 257719899 | 18.32 | 90.14 |
| [1] | 李永祥, 王天宇, 黎裕 . 主要农作物骨干亲本形成与研究利用. 植物遗传资源学报, 2019,20(5):1093-1102. |
| LI Y X, WANG T Y, LI Y . Formation, research and utilization of founder parents in major crops. Journal of Plant Genetic Resources, 2019,20(5):1093-1102. (in Chinese) | |
| [2] | 李遂生 . 玉米“黄早4”的选育过程及其应用. 北京农业科学, 1997,15(1):20-22. |
| LI S S . Breeding process and application of maize “Huangzaosi”. Beijing Agricultural Sciences, 1997,15(1):20-22. (in Chinese) | |
| [3] | 赵峰, 孟祥兵, 李卫华, 徐秀德, 王斌, 郭宝太 . 玉米骨干亲本黄早四抗病基因遗传传递规律的初步研究. 玉米科学, 2008,16(6):15-18. |
| ZHAO F, MENG X B, LI W H, XU X D, WANG B, GUO B T . Inheritance relation of maize resistant genes among foundation parent Huangzaosi and its derivative lines and hybrids. Journal of Maize Sciences, 2008,16(6):15-18. (in Chinese) | |
| [4] | 戴景瑞, 鄂立柱 . 百年玉米, 再铸辉煌——中国玉米产业百年回顾与展望. 农学学报, 2018,8(1):74-79. |
| DAI J R, E L Z. From the past centennial progress to more brilliant achievements in the future: the history and prospects of maize industrialization in China. Journal of Agriculture, 2018,8(1):74-79. (in Chinese) | |
| [5] | 黎裕, 王天宇 . 中国玉米育种种质基础与骨干亲本的形成. 玉米科学, 2010,18(5):1-8. |
| LI Y, WANG T Y . Germplasm base of maize breeding in china and formation of foundation parents. Journal of Maize Sciences, 2010,18(5):1-8. (in Chinese) | |
| [6] | 段民孝, 赵久然, 李云伏, 王元东, 邢锦丰, 张华生, 刘新香, 刘春阁, 张雪原, 张春原 . 高产早熟耐密抗倒伏宜机收玉米新品种‘京农科728’的选育与配套技术研究. 农学学报, 2015,5(2):10-14. |
| DUAN M X, ZHAO J R, LI Y F, WANG Y D, XING J F, ZHANG H S, LIU X X, LIU C G, ZHANG X Y, ZHANG C Y . Study on the breeding and supporting technology of new maize variety ‘Jingnongke 728’. Journal of Agriculture, 2015,5(2):10-14. (in Chinese) | |
| [7] | 王元东, 张华生, 段民孝, 赵久然, 李云伏, 刘春阁, 陈传永, 成光雷, 崔铁英 . 玉米新品种京农科728全程机械化生产技术. 中国种业, 2014(10):68-69. |
| WANG Y D, ZHANG H S, DUAN M X, ZHAO J R, LI Y F, LIU C G, CHEN C Y, CHENG G L, CUI T Y . The whole process mechanized production technology of the new maize variety Jingnongke728.China Seed Industry, 2014(10):68-69. (in Chinese) | |
| [8] | 王荣焕, 王元东, 赵久然, 徐田军, 陈传永, 刘新香, 崔铁英 . 玉米品种京农科728北京密云地区制种技术. 中国种业, 2017(2):60-62. |
| WANG R H, WANG Y D, ZHAO J R, XU T J, CHEN C Y, LIU X X, CUI T Y . Seed production technology of corn variety Jingnongke 728 in Miyun area of Beijing.China Seed Industry, 2017(2):60-62. (in Chinese) | |
| [9] |
PAN Q C, LI L, YANG X H, TONG H, XU S T, LI Z G, LI W Y, MUEHLBAUER G J, LI J S, YAN J B . Genome-wide recombination dynamics are associated with phenotypic variation in maize. New Phytologist, 2016,210:1083-1094.
doi: 10.1111/nph.13810 pmid: 26720856 |
| [10] |
LAI J S, LI R Q, XU X, JIN W W, XU M L, ZHAO H N, XIANG Z K, SONG W B, YING K, ZHANG M, JIAO Y P, NI P X, ZHANG J G, LI D, GUO X S, YE K X, JIAN M, WANG B, ZHENG H S, LIANG H Q, ZHANG X Q, WANG S C, CHEN S J, LI J S, FU Y, SPRINGER N M, YANG H M, WANG J, DAI J R, SCHNABLE P S, WANG J . Genome-wide patterns of genetic variation among elite maize inbred lines. Nature Genetics, 2010,42:1027-1030.
doi: 10.1038/ng.684 pmid: 20972441 |
| [11] |
ZHANG R Y, XU G, LI J S, YAN J B, LI H H, YANG X H . Patterns of genomic variation in Chinese maize inbred lines and implications for genetic improvement. Theoretical and Applied Genetics, 2018,131:1207-1221.
doi: 10.1007/s00122-018-3072-z pmid: 29492618 |
| [12] | WU X, LI Y X, SHI Y S, SONG Y C, WANG T Y, HUANG Y B, LI Y . Fine genetic characterization of elite maize germplasm using Highthroughput SNP genotyping. Theoretical and Applied Genetics, 2014,127:624-631. |
| [13] |
LI C H, SONG W, LUO Y F, GAO S H, ZHANG R Y, SHI Z, WANG X Q, WANG R H, WANG F G, WANG J D, ZHAO Y X, SU A G, WANG S, LI X, LUO M J, WANG S S, ZHANG Y X, GE J R, TAN X Y, YUAN Y, BI X C, HE H, YAN J B, WANG Y D, HU S N, ZHAO J R . The HuangZaoSi maize genome provides insights into genomic variation and improvement history of maize. Molecular Plant, 2019,12(3):402-409.
doi: 10.1016/j.molp.2019.02.009 pmid: 30807824 |
| [14] |
赵久然, 李春辉, 宋伟, 王元东, 张如养, 王继东, 王凤格, 田红丽, 王蕊 . 基于SNP芯片揭示中国玉米育种种质的遗传多样性与群体遗传结构. 中国农业科学, 2018,51(4):626-634.
doi: 10.3864/j.issn.0578-1752.2018.04.003 |
|
ZHAO J R, LI C H, SONG W, WANG Y D, ZHANG R Y, WANG J D, WANG F G, TIAN H L, WANG R . Genetic diversity and population structure of important chinese maize breeding germplasm revealed by SNP-chips. Scientia Agricultura Sinica, 2018,51(4):626-634. (in Chinese)
doi: 10.3864/j.issn.0578-1752.2018.04.003 |
|
| [15] | 赵久然, 李春辉, 宋伟, 王元东, 邢锦丰, 张如养, 易红梅, 杨扬, 石子, 王继东 . 利用SSR标记解析京科968等系列玉米品种的杂优模式. 玉米科学, 2017,25(5):1-8. |
| ZHAO J R, LI C H, SONG W, WANG Y D, XING J F, ZHANG R Y, YI H M, YANG Y, SHI Z, WANG J D . Elaboration of heterotic pattern in a series of maize varieties by SSR markers. Journal of Maize Sciences, 2017,25(5):1-8. (in Chinese) | |
| [16] |
ROGERS S O, BENDICH A J . Extraction of DNA from milligram amounts of fresh, herbarium and mummified plant tissues. Plant Mol. Biol., 1985,5:69-76.
doi: 10.12692/ijb/5.1.69-73 |
| [17] | 张天真 . 作物育种学总论. 北京: 中国农业出版社, 2003. |
| ZHANG T Z . General Crop Breeding. Beijing: China Agriculture Press, 2003. (in Chinese) | |
| [18] | 黄远樟, 刘来福 . 作物数量遗传学基础–六、配合力:不完全双列杂交. 遗传, 1980,2(2):43-46. |
| HUANG Y Z, LIU L F . Crop quantitative genetics-Six, incomplete diallel cross. Hereditas, 1980,2(2):43-46. (in Chinese) | |
| [19] |
LI H, DURBIN R . Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics, 2009,25:1754-1760.
doi: 10.1093/bioinformatics/btp324 pmid: 19451168 |
| [20] |
LI H, HANDSAKER B, WYSOKER A, FENNELL T, RUAN J, HOMER N, MARTH G, ABECASIS G, DURBIN R . 1000 genome project data processing subgroup: The sequence alignment/map format and SAMtools. Bioinformatics, 2009,25:2078-2079.
doi: 10.1093/bioinformatics/btp352 pmid: 19505943 |
| [21] |
SCHNABLE P S, WARE D, FULTON R S, STEIN J C, WEI F, PASTERNAK S, LIANG C, ZHANG J, FULTON L, GRAVES T A, MINX P, REILY A D, COURTNEY L, KRUCHOWSKI S S, TOMLINSON C, STRONG C, DELEHAUNTY K, FRONICK C, COURTNEY B, ROCK S M, BELTER E, DU F, KIM K, ABBOTT R M, COTTON M, LEVY A, MARCHETTO P, OCHOA K, JACKSON S M, GILLAM B, CHEN W, YAN L, HIGGINBOTHAM J, CARDENAS M, WALIGORSKI J, APPLEBAUM E, PHELPS L, FALCONE J, KANCHI K, THANE T, SCIMONE A, THANE N, HENKE J, WANG T, RUPPERT J, SHAH N, ROTTER K, HODGES J, INGENTHRON E, CORDES M, KOHLBERG S, SGRO J, DELGADO B, MEAD K, CHINWALLA A, LEONARD S, CROUSE K, COLLURA K, KUDRNA D, CURRIE J, HE R, ANGELOVA A, RAJASEKAR S, MUELLER T, LOMELI R, SCARA G, KO A, DELANEY K, WISSOTSKI M, LOPEZ G, CAMPOS D, BRAIDOTTI M, ASHLEY E, GOLSER W, KIM H, LEE S, LIN J, DUJMIC Z, KIM W, TALAG J, ZUCCOLO A, FAN C, SEBASTIAN A, KRAMER M, SPIEGEL L, NASCIMENTO L, ZUTAVERN T, MILLER B, AMBROISE C, MULLER S, SPOONER W, NARECHANIA A, REN L, WEI S, KUMARI S, FAGA B, LEVY M J, MCMAHAN L, VAN BUREN P, VAUGHN M W, YING K, YEH C T, EMRICH S J, JIA Y, KALYANARAMAN A, HSIA A P, BARBAZUK W B, BAUCOM R S, BRUTNELL T P, CARPITA N C, CHAPARRO C, CHIA J M, DERAGON J M, ESTILL J C, FU Y, JEDDELOH J A, HAN Y, LEE H, LI P, LISCH D R, LIU S, LIU Z, NAGEL D H, MCCANN M C, SANMIGUEL P, MYERS A M, NETTLETON D, NGUYEN J, PENNING B W, PONNALA L, SCHNEIDER K L, SCHWARTZ D C, SHARMA A, SODERLUND C, SPRINGER N M, SUN Q, WANG H, WATERMAN M, WESTERMAN R, WOLFGRUBER T K, YANG L, YU Y, ZHANG L, ZHOU S, ZHU Q, BENNETZEN J L, DAWE R K, JIANG J, JIANG N, PRESTING G G, WESSLER S R, ALURU S, MARTIENSSEN R A, CLIFTON S W, MCCOMBIE W R, WING R A, WILSON R K . The B73 maize genome: Complexity, diversity, and dynamics. Science, 2009,362:1112-1115.
doi: 10.1126/science.aav7479 pmid: 30523095 |
| [22] |
JIAO Y P, PELUSO P, SHI J H, LIANG T, STITZER M C, WANG B, CAMPBELL M S, STEIN J C, WEI X H, CHIN C S, GUILL K, REGULSKI M, KUMARI S, OLSON A, GENT J, SCHNEIDER K L, WOLFGRUBER T K, MAY M R, SPRINGER N M, ANTONIOU E, MCCOMBIE W R, PRESTING G G, MCMULLEN M, ROSS- IBARRA J, DAWE R K, HASTIE A, RANK D R, WARE D . Improved maize reference genome with single-molecule technologies. Nature, 2017,546:524-527.
doi: 10.1038/nature22971 pmid: 28605751 |
| [23] |
MCKENNA A, HANNA M, BANKS E, SIVACHENKO A, CIBULSKIS K, KERNYTSKY A, GARIMELLA K, ALTSHULER D, GABRIEL S, DALY M, DEPRISTO M A . The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data. Genome Research, 2010,20:1297-1303.
doi: 10.1101/gr.107524.110 pmid: 20644199 |
| [24] |
VILELLA A J, SEVERIN J, URETA-VIDAL A, HENG L, DURBIN R, BIRNEY E. ENSEMBLCOMPARA G . Complete, duplication- aware phylogenetic trees in vertebrates. Genome Research, 2009,19(2):327-335.
doi: 10.1101/gr.073585.107 pmid: 19029536 |
| [25] |
YANG J, LEE S H, GODDARD M E, VISSCHER P M . GCTA: A tool for genome-wide complex trait analysis. The American Journal of Human Genetics, 2011,88(1):76-82.
doi: 10.1016/j.ajhg.2010.11.011 pmid: 21167468 |
| [26] |
BROWNING B L, BROWNING S R . Detecting identity by descent and estimating genotype error rates in sequence data. The American Journal of Human Genetics, 2013,93(5):840-851.
doi: 10.1016/j.ajhg.2013.09.014 pmid: 24207118 |
| [27] | 孙轩, 吉玉龙, 张如养, 王继东, 宋伟, 赵久然 . 玉米自交系京92遗传改良研究. 北京农学院学报, 2019,34(1):28-33. |
| SUN X, JI Y L, ZHANG R Y, WANG J D, SONG W, ZHAO J R . Genetic improvement of inbred line Jing 92 in maize. Journal of Beijing University of Agriculture, 2019,34(1):28-33. (in Chinese) | |
| [28] | 赵久然 . 优良玉米自交系选育新方法. 玉米科学, 2005,13(2):31-32. |
| ZHAO J R . New method of elite inbred line breeding in corn. Journal of Maize Sciences, 2005,13(2):31-32. (in Chinese) | |
| [29] |
JIAO Y P, ZHAO H N, REN L H, SONG W B, ZENG B, GUO J J, WANG B B, LIU Z P, CHENG J, LI W, ZHANG M, XIE S J, LAI J S . Genome-wide genetic changes during modern breeding of maize. Nature Genetics, 2012,44(7):812-815.
doi: 10.1038/ng.2312 |
| [30] |
HUFFORD M B, XU X, HEERWAARDEN J V, PYHÄJÄRVI T, CHIA J M, CARTWRIGHT R A, ELSHIRE R J, GLAUBITZ J C, GUILL K E, KAEPPLER S M, LAI J S, MORRELL P L, SHANNON L M, SONG C, SPRINGER N M, SWANSON-WAGNER R A, TIFFIN P, WANG J, ZHANG G Y, DOEBLEY J, MCMULLEN M D, WARE D, BUCKLER E S, YANG S, ROSS-IBARRA J. Comparative population genomics of maize domestication and improvement. Nature Genetics, 2012,44(7):808-811.
doi: 10.1038/ng.2309 |
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