Evidence map›Paper›PMID 42152588›Full record

ArticleThe plant genome2026

Genome-wide association study reveals the genetic architecture of drought tolerance in maize using yield-based resistance indices and transcriptomic evidence.

Haoyang Li, Xurong Hu, Pengyan Zhang, Yueying Zhao, Yinglu Song, Zheng Zhang, Huahu Bu, Jianzhong Chang

Abstract read
In one paragraph

Article in The plant genome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Haoyang LiShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.ORCID https://orcid.org/0009-0004-6668-6073
Xurong HuShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Pengyan ZhangShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Yueying ZhaoShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Yinglu SongShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Zheng ZhangShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Huahu BuShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.
Jianzhong ChangShanxi Institute of Organic Dryland Farming, Shanxi Agricultural University, Taiyuan, China.

Funding

Key Research and Development Program of Shanxi Province 202302140601018-2Sub-project of Shanxi Provincial Science and Technology Major Special Project 202201140601025-01-03The Modern Agricultural Industry Technology System in Shanxi Province 2025CYJSTX01-09
6 · The paper itself

Abstract

Drought is a major environmental factor limiting maize (Zea mays L.) production worldwide. Unraveling the genetic basis of drought tolerance and pinpointing key loci and candidate genes are fundamental to the molecular breeding of maize with enhanced drought resistance. In this research, 200 maize inbred lines were evaluated under two contrasting water conditions-water-stressed (WS) and well-watered-across two consecutive years (2022 and 2023). Grain yield and drought resistance index (DRI) at maturity were determined, with DRI serving as a yield-based index that provides a more comprehensive measure of drought tolerance. A genome-wide association study based on the FarmCPU model was conducted. A total of 126 significant single nucleotide polymorphisms were detected, including 43 associated with yield under WS conditions (phenotypic variance explained [PVE] = 4.64%-10.67%) and 55 related to DRI (PVE = 1.47%-10.67%). By combining two independent RNA-seq data collections, 43 core candidate genes were identified, 29 of which were functionally annotated. Gene Ontology enrichment and protein-protein interaction analyses demonstrated that these genes were primarily associated with biological processes related to metabolic regulation, signal transduction, and environmental stress responses. Notably, several transcription factors, including NAC35 (GRMZM5G813651), a MADS-box protein (GRMZM2G148693), and a C3HC4-type RING finger protein (GRMZM2G147319), have been previously implicated in drought response pathways. These findings provide new insights into the genetic architecture of drought tolerance in maize by using a mature-plant, yield-based DRI, which more directly reflects drought tolerance under field conditions.

Indexed as

Drought ResistanceGenes, PlantPlant BreedingZea maysDNA ShufflingDroughtsGene Expression ProfilingGenome-Wide Association StudyPolymorphism, Single NucleotideQuantitative Trait LociTranscription FactorsTranscription Factors

Identifiers

PMID42152588
PMCPMC13184411

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.