Evidence map›Paper›PMID 36552318›Full record

ArticleBiology2022

Identification of Drought-Tolerance Genes in the Germination Stage of Soybean.

Xingzhen Zhao, Zhangxiong Liu, Huihui Li, Yanjun Zhang, Lili Yu, Xusheng Qi, Huawei Gao, Yinghui Li, Lijuan Qiu

Open access · goldAbstract read
In one paragraph

Article in Biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.0field-weighted citation impact, top 7% 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

13 citing papers in PubMed, 20 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Cold tolerance SNPs and candidate gene mining in the soybean germination stage based on genome-wide association analysis.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024
    Article
  11. Article
  12. Article
  13. 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

9 authors at 3 institutions in 1 country.

Xingzhen ZhaoInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Zhangxiong LiuInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Huihui LiInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Yanjun ZhangInstitute of Crop Sciences, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China.
Lili YuInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Xusheng QiInstitute of Crop Sciences, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China.
Huawei GaoInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Yinghui LiInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Lijuan QiuInstitute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Institute of Crop Sciences · CNChinese Academy of Agricultural Sciences · CNGansu Academy of Agricultural Sciences · CN

Funding

Agricultural Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences (CAAS) CAAShe National Key R & D Program for Crop Breeding grant 2016YFD0100304the Improvement of Soybean Abiotic Stress Tolerance to Address the Climate Change grant PJ0121092018the National Key R & D Program for Crop Breeding grant 2021YFD1201603
6 · The paper itself

Abstract

Drought stress influences the vigor of plant seeds and inhibits seed germination, making it one of the primary environmental factors adversely affecting food security. The seed germination stage is critical to ensuring the growth and productivity of soybeans in soils prone to drought conditions. We here examined the genetic diversity and drought-tolerance phenotypes of 410 accessions of a germplasm diversity panel for soybean and conducted quantitative genetics analyses to identify loci associated with drought tolerance of seed germination. We uncovered significant differences among the diverse genotypes for four growth indices and five drought-tolerance indices, which revealed abundant variation among genotypes, upon drought stress, and for genotype × treatment effects. We also used 158,327 SNP markers and performed GWAS for the drought-related traits. Our data met the conditions (PCA + K) for using a mixed linear model in TASSEL, and we thus identified 26 SNPs associated with drought tolerance indices for germination stage distributed across 10 chromosomes. Nine SNP sites, including, for example, Gm20_34956219 and Gm20_36902659, were associated with two or more phenotypic indices, and there were nine SNP markers located in or adjacent to (within 500 kb) previously reported drought tolerance QTLs. These SNPs led to our identification of 41 candidate genes related to drought tolerance in the germination stage. The results of our study contribute to a deeper understanding of the genetic mechanisms underlying drought tolerance in soybeans at the germination stage, thereby providing a molecular basis for identifying useful soybean germplasm for breeding new drought-tolerant varieties.

Indexed as

drought tolerancegenome-wide association analysis (GWAS)germinationsoybean

Identifiers

PMID36552318
PMCPMC9775293
OpenAlexW4311376993

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.