Evolving gene banks: improving diverse populations of crop and exotic germplasm with optimal contribution selection

被引:41
作者
Cowling, W. A. [1 ]
Li, L. [2 ]
Siddique, K. H. M. [1 ]
Henryon, M. [3 ,4 ]
Berg, P. [5 ]
Banks, R. G. [2 ]
Kinghorn, B. P. [6 ]
机构
[1] Univ Western Australia, UWA Inst Agr M082, 35 Stirling Highway, Perth, WA 6009, Australia
[2] Univ New England, Anim Genet & Breeding Unit, Armidale, NSW 2351, Australia
[3] Pig Res Ctr, SEGES, Axeltorv 3, DK-1609 Copenhagen V, Denmark
[4] Univ Western Australia, Sch Anim Biol, 35 Stirling Highway, Perth, WA 6009, Australia
[5] NordGen, Nord Genet Resource Ctr, Postboks 115, NO-1431 As, Norway
[6] Univ New England, Sch Environm & Rural Sci, Armidale, NSW 2351, Australia
关键词
Crop breeding; effective population size; evolving gene bank; mean population coancestry; optimal contribution selection; pre-breeding; self-pollinating crops; BREEDING PROGRAMS; IMPROVEMENT; RESISTANCE; INCREASE; PROGRESS; SERIES; YIELD; MODEL; OIL;
D O I
10.1093/jxb/erw406
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
We simulated pre-breeding in evolving gene banks - populations of exotic and crop types undergoing optimal contribution selection for long-term genetic gain and management of population genetic diversity. The founder population was based on crosses between elite crop varieties and exotic lines of field pea (Pisum sativum) from the primary genepool, and was subjected to 30 cycles of recurrent selection for an economic index composed of four traits with low heritability: black spot resistance, flowering time and stem strength (measured on single plants), and grain yield (measured on whole plots). We compared a small population with low selection pressure, a large population with high selection pressure, and a large population with moderate selection pressure. Single seed descent was compared with S-0-derived recurrent selection. Optimal contribution selection achieved higher index and lower population coancestry than truncation selection, which reached a plateau in index improvement after 40 years in the large population with high selection pressure. With optimal contribution selection, index doubled in 38 years in the small population with low selection pressure and 27-28 years in the large population with moderate selection pressure. Single seed descent increased the rate of improvement in index per cycle but also increased cycle time.
引用
收藏
页码:1927 / 1939
页数:13
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