Evidence map›Paper›PMID 41353245›Full record

ArticleScientific reports2025

Genome-wide study of salt tolerance in USDA tomato germplasm at seedling stage.

Ibtisam Alatawi, Haizheng Xiong, Hanan Alkabkabi, Kenani Chiwina, Yuejun Qu, Renjie Du, Qun Luo, Kai-Shu Ling, Ainong Shi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

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

9 authors.

Ibtisam AlatawiDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Haizheng XiongDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA. heixiaxi2006@gmail.com.
Hanan AlkabkabiDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Kenani ChiwinaDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Yuejun QuDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Renjie DuDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Qun LuoDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Kai-Shu LingUSDA-ARS, 2700 Savannah Highway, Charleston, SC, 29414, USA. kai.ling@usda.gov.
Ainong ShiDepartment of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA. ashi@uark.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Salinity is a major constraint on tomato production, increasingly intensified by climate change. This study aimed to develop superior salt-tolerant tomato cultivars by evaluating genetic variation in salt tolerance, identifying associated single-nucleotide polymorphism (SNP) markers through genome-wide association studies (GWAS), and applying genomic prediction (GP). A total of 265 tomato accessions from the USDA germplasm collection were evaluated at the seedling stage under controlled greenhouse conditions with saline stress (200 mM NaCl). Nineteen accessions were identified as salt-tolerant, exhibiting a leaf injury score (LIS) ≤ 3.0 (on a 1–7 scale) and less than 40% chlorophyll reduction compared to non-stressed controls. GWAS was conducted using 27,046 SNPs generated via genotyping-by-sequencing (GBS), utilizing five models in GAPIT3 (GLM, MLM, MLMM, FarmCPU, and BLINK), three models in TASSEL 5 (SMR, GLM, and MLM), and three models in rMVP (GLM, MLM, and FarmCPU). Eight SNPs with LOD scores > 5.73 were significantly associated with salt tolerance (RST_C), located on chromosomes 1, 3, 4, 5, 6, and 7. One SNP (SL4.0CH05_60973295) was also associated with LIS. Candidate genes near these loci included Solyc05g051265 (encoding an alpha/beta-hydrolase superfamily protein and calmodulin-binding heat shock protein) on Chr 5, Solyc06g005680 (a homeodomain-like superfamily protein) on Chr 6, and Solyc06g005690 (a tetratricopeptide repeat [TPR]-like superfamily protein) on Chr 6. Genomic prediction models using GWAS-derived SNPs achieved prediction accuracies (r-values) up to 0.38 for salt tolerance in cross-population analyses. These findings provide insights into the genetic architecture of salt tolerance and valuable tools for molecular breeding of salt-tolerant tomato cultivars.

Indexed as

Genome-Wide Association StudySalt ToleranceSeedlingsSolanum lycopersicumGenome, PlantGenotypePolymorphism, Single NucleotideQuantitative Trait LociChlorophyll contentGenomic predictionGWASLeaf injury scoreSalt toleranceSeedling stageSNPSolanum lycopersicum

Identifiers

PMID41353245
PMCPMC12783858

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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.