Combined GWAS and eGWAS reveals the genetic basis underlying drought tolerance in emmer wheat (Triticum turgidum L.)

Author:

Yang Guang12ORCID,Pan Yan1,Pan Wenqiu1,Song Qingting1,Zhang Ruoyu1,Tong Wei1,Cui Licao3,Ji Wanquan1,Song Weining1,Song Baoxing12,Deng Pingchuan1,Nie Xiaojun14ORCID

Affiliation:

1. State Key Laboratory of Crop Stress Biology in Arid Areas, College of Agronomy Northwest A&F University Yangling 712100 Shaanxi China

2. National Key Laboratory of Wheat Improvement Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agriculture Sciences in Weifang Weifang 261325 Shandong China

3. College of Biological Science and Engineering Jiangxi Agricultural University Nanchang 330045 Jiangxi China

4. Pioneering Innovation Center for Wheat Stress Tolerance Improvement State Key Laboratory of Crop Stress Biology for Arid Areas Yangling 712100 Shaanxi China

Abstract

Summary Drought is one of the major environmental constraints for wheat production world‐wide. As the progenitor and genetic reservoir of common wheat, emmer wheat is considered as an invaluable gene pool for breeding drought‐tolerant wheat. Combining GWAS and eGWAS analysis of 107 accessions, we identified 86 QTLs, 105 462 eQTLs as well as 68 eQTL hotspots associating with drought tolerance (DT) in emmer wheat. A complex regulatory network composed of 185 upstream regulator and 2432 downstream drought‐responsive candidates was developed, of which TtOTS1 was found to play a negative effect in determining DT through affecting root development. This study sheds light on revealing the genetic basis underlying DT, which will provide the indispensable genes and germplasm resources for elite drought tolerance wheat improvement and breeding.

Funder

National Natural Science Foundation of China

Chinese Universities Scientific Fund

Publisher

Wiley

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