Evidence map›Paper›PMID 37848483›Full record

ArticleScientific reports2023

Genetic mapping of quantitative trait loci associated with drought tolerance in chickpea (Cicer arietinum L.).

Yashwant K Yadava, Pooja Chaudhary, Sheel Yadav, Aqeel Hasan Rizvi, Tapan Kumar, Rachna Srivastava, K R Soren, C Bharadwaj, R Srinivasan, N K Singh and 1 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
5.6field-weighted citation impact, top 5% 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

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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

7 citing papers in PubMed, 14 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

11 authors at 3 institutions in 1 country.

Yashwant K YadavaICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India.
Pooja ChaudharyICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India.
Sheel YadavICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India.
Aqeel Hasan RizviDivision of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
Tapan KumarDivision of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
Rachna SrivastavaDivision of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
K R SorenICAR-Indian Institute of Pulses Research, Kanpur, 208024, India.
C BharadwajDivision of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
R SrinivasanICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India.
N K SinghICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India.
P K JainICAR-National Institute for Plant Biotechnology, IARI Campus, New Delhi, 110012, India. jainpmb@gmail.com.ORCID http://orcid.org/0000-0001-5199-4429
National Research Centre on Plant Biotechnology · INIndian Agricultural Research Institute · INIndian Institute of Pulses Research · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Elucidation of the genetic basis of drought tolerance is vital for genomics-assisted breeding of drought tolerant crop varieties. Here, we used genotyping-by-sequencing (GBS) to identify single nucleotide polymorphisms (SNPs) in recombinant inbred lines (RILs) derived from a cross between a drought tolerant chickpea variety, Pusa 362 and a drought sensitive variety, SBD 377. The GBS identified a total of 35,502 SNPs and subsequent filtering of these resulted in 3237 high-quality SNPs included in the eight linkage groups. Fifty-one percent of these SNPs were located in the genic regions distributed throughout the genome. The high density linkage map has total map length of 1069 cm with an average marker interval of 0.33 cm. The linkage map was used to identify 9 robust and consistent QTLs for four drought related traits viz. membrane stability index, relative water content, seed weight and yield under drought, with percent variance explained within the range of 6.29%-90.68% and LOD scores of 2.64 to 6.38, which were located on five of the eight linkage groups. A genomic region on LG 7 harbors quantitative trait loci (QTLs) explaining > 90% phenotypic variance for membrane stability index, and > 10% PVE for yield. This study also provides the first report of major QTLs for physiological traits such as membrane stability index and relative water content for drought stress in chickpea. A total of 369 putative candidate genes were identified in the 6.6 Mb genomic region spanning these QTLs. In-silico expression profiling based on the available transcriptome data revealed that 326 of these genes were differentially expressed under drought stress. KEGG analysis resulted in reduction of candidate genes from 369 to 99, revealing enrichment in various signaling pathways. Haplotype analysis confirmed 5 QTLs among the initially identified 9 QTLs. Two QTLs, qRWC1.1 and qYLD7.1, were chosen based on high SNP density. Candidate gene-based analysis revealed distinct haplotypes in qYLD7.1 associated with significant phenotypic differences, potentially linked to pathways for secondary metabolite biosynthesis. These identified candidate genes bolster defenses through flavonoids and phenylalanine-derived compounds, aiding UV protection, pathogen resistance, and plant structure.The study provides novel genomic regions and candidate genes which can be utilized in genomics-assisted breeding of superior drought tolerant chickpea cultivars.

Indexed as

CicerQuantitative Trait LociDrought ResistanceGenetic LinkageGenome, PlantPlant BreedingPolymorphism, Single NucleotideWaterWater

Identifiers

PMID37848483
PMCPMC10582051
OpenAlexW4387704961

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.