Evidence map›Paper›PMID 37047244›Full record

ArticleInternational journal of molecular sciences2023

Transcriptome and GWAS Analyses Reveal Candidate Gene for Root Traits of Alfalfa during Germination under Salt Stress.

Fei He, Tianhui Yang, Fan Zhang, Xueqian Jiang, Xianyang Li, Ruicai Long, Xue Wang, Ting Gao, Chuan Wang, Qingchuan Yang and 2 more

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 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
2.4field-weighted citation impact, top 11% 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, 6 citations in OpenAlex.

  1. Article
  2. Review
  3. Biphasic Salt Effects onInternational journal of molecular sciences · 2025
    Article
  4. Article
  5. 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

12 authors at 2 institutions in 1 country.

Fei HeInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.ORCID 0000-0003-1365-5359
Tianhui YangInstitute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan 750002, China.
Fan ZhangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Xueqian JiangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.ORCID 0000-0001-8751-2292
Xianyang LiInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Ruicai LongInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Xue WangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Ting GaoInstitute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan 750002, China.
Chuan WangInstitute of Animal Science, Ningxia Academy of Agricultural and Forestry Sciences, Yinchuan 750002, China.
Qingchuan YangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Lin ChenInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.ORCID 0000-0002-7036-151X
Junmei KangInstitute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
Chinese Academy of Agricultural Sciences · CNNingxia Academy of Agriculture and Forestry Sciences · CN

Funding

the Agricultural Science and Technology Innovation Program ASTIP-IAS14the Agricultural Science and Technology Innovation Program ASTIP No. CAAS-ZDRW202201the Central Public-interest Scientific Institution Basal Research Fund No. 2022-YWF-ZYSQ-04the Key Research Project of Ningxia Province for Alfalfa Breeding Program 2022BBF02029, 2019NYY203the National Natural Science Foundation of China 32071868the Ordos Science and Technology Plan 2022EEDSKJZDZX011
6 · The paper itself

Abstract

Alfalfa growth and production in China are negatively impacted by high salt concentrations in soils, especially in regions with limited water supplies. Few reliable genetic markers are currently available for salt tolerance selection. As a result, molecular breeding strategies targeting alfalfa are hindered. Therefore, with the continuous increase in soil salinity in agricultural lands, it is indispensable that a salt-tolerant variety of alfalfa is produced. We collected 220 alfalfa varieties around the world for resequencing and performed genome-wide association studies (GWASs). Alfalfa seeds were germinated in saline water with different concentrations of NaCl, and the phenotypic differences in several key root traits were recorded. In the phenotypic analysis, the breeding status and geographical origin strongly affected the salt tolerance of alfalfa. Forty-nine markers were significantly associated with salt tolerance, and 103 candidate genes were identified based on linkage disequilibrium. A total of 2712 differentially expressed genes were upregulated and 3570 were downregulated based on transcriptomic analyses. Some candidate genes that affected root development in the seed germination stage were identified through the combination of GWASs and transcriptome analyses. These genes could be used for molecular breeding strategies to increase alfalfa's salt tolerance and for further research on salt tolerance in general.

Indexed as

Genome-Wide Association StudyTranscriptomeGerminationMedicago sativaPlant BreedingSalt StressalfalfaGWASroot traitssalt stressSNP

Identifiers

PMID37047244
PMCPMC10094355
OpenAlexW4361007008

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.