Evidence map›Paper›PMID 37803273›Full record

ArticleBMC plant biology2023

Molecular mechanisms of drought resistance using genome-wide association mapping in maize (Zea mays L.).

Zhang Ningning, Liu Binbin, Ye Fan, Chang Jianzhong, Zhou Yuqian, Wang Yejian, Zhang Wenjie, Zhang Xinghua, Xu Shutu, Xue Jiquan

Open access · goldAbstract read
In one paragraph

Article in BMC plant biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.5field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 8 citations in OpenAlex.

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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

10 authors at 5 institutions in 1 country.

Zhang NingningKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China.
Liu BinbinKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China.
Ye FanKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China.
Chang JianzhongAgricultural University of Shanxi, Taiyuan, Shanxi, 030600, China.
Zhou YuqianCrop Institute of Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, 730000, China.
Wang YejianInstitute of Grain Crops, Academy of Agricultural Sciences of Xinjiang, Urumqi, Xinjiang, 830000, China.
Zhang WenjieCrop Institute of Ningxia Academy of Agricultural Sciences, Yinchuan, Ningxia, 750000, China.
Zhang XinghuaKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China.
Xu ShutuKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China. shutuxu@nwafu.edu.cn.
Xue JiquanKey Laboratory of Biology and Genetic Improvement of Maize in Arid Area of Northwest Region, College of Agronomy, Northwest A&F University, Yangling, Shaanxi, 712100, China. xjq2934@163.com.
Northwest A&F University · CNGansu Academy of Agricultural Sciences · CNNingxia Academy of Agriculture and Forestry Sciences · CNShanxi Agricultural University · CNXinjiang Academy of Agricultural Sciences · CN

Funding

Innovation Project of the National Key R&D Program of China 2018YFD0100200
6 · The paper itself

Abstract

backgroundDrought is a critical abiotic stress that influences maize yield and reduces grain yield when it occurs at the flowering or filling stage. To dissect the genetic architecture of grain yield under drought stress (DS), a genome-wide association analysis was conducted in a maize population composed of diverse inbred lines from five locations under well-watered and DS conditions at flowering in 2019 and 2020.

resultsUsing a fixed and random model circulating probability unification model, a total of 147 loci associated with grain yield or the drought resistance index (DRI) were identified, of which 54 loci were associated with a DRI with an average phenotypic variation explanation of 4.03%. Further, 10 of these loci explained more than 10% of the phenotypic variation. By integrating two public transcriptome datasets, 22 differentially expressed genes were considered as candidate genes, including the cloned gene ZmNAC49, which responds to drought by regulating stomatal density. Enrichment and protein interaction network showed that signaling pathways responded to drought resistance, including jasmonic acid and salicylic acid, mitogen-activated protein kinase, and abscisic acid-activated. Additionally, several transcription factors involved in DS were identified, including basic leucine zipper (GRMZM2G370026), NAC (GRMZM2G347043), and ethylene-responsive element binding protein (GRMZM2G169654).

conclusionsIn this study, we nominated several genes as candidate genes for drought resistance by intergrating association maping and transcription analysis. These results provide valuable information for understanding the genetic basis of drought tolerance at the mature stage and for designing drought-tolerant maize breeding.

Indexed as

Genome-Wide Association StudyZea maysChromosome MappingDrought ResistanceDroughtsPlant BreedingStress, PhysiologicalCandidate genesDrought resistance indexGenome-wide association studiesMaize

Identifiers

PMID37803273
PMCPMC10557160
OpenAlexW4387406180

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.