Evidence map›Paper›PMID 41107287›Full record

ArticleScientific reports2025

Comparative transcriptome profiling reveals molecular mechanisms of freezing stress responses in cultivated and wild Cicer species.

Melike Bakır, Saffet Teber, Tolga Can, Abdullah Kahriman, Cengiz Toker, Eric Bishop von Wettberg

Abstract readComparative Study
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. Review
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

6 authors.

Melike BakırDepartment of Agricultural Biotechnology, Faculty of Agriculture, Erciyes University, 38030, Kayseri, Turkey. melikebakir@erciyes.edu.tr.
Saffet TeberDepartment of Agricultural Biotechnology, Faculty of Agriculture, Erciyes University, 38030, Kayseri, Turkey.
Tolga CanDepartment of Computer Science, Colorado School of Mines, Golden, CO, USA.
Abdullah KahrimanDepartment of Field Crops, Faculty of Agriculture, Harran University, 63100, Sanliurfa, Turkey.
Cengiz TokerDepartment of Field Crops, Faculty of Agriculture, Akdeniz University, 07070, Antalya, Turkey.
Eric Bishop von WettbergAgriculture, Landscape, and Environment, University of Vermont, Burlington, VT, USA.

Funding

the Scientific and Technological Research Council of Turkey (TÜBİTAK) 116O375
6 · The paper itself

Abstract

Chickpea is a globally important food legume, but its productivity is significantly constrained by low-temperature stress, particularly during autumn and winter sowing, as well as by sudden temperature fluctuations in late spring. Although wild relatives of chickpea exhibit enhanced cold tolerance, their molecular responses to freezing stress remain poorly understood. In this study, we compared cold-tolerant and cold-sensitive cultivated chickpea genotypes ILC8262 and ILC533 along with three wild relatives, Cicer bijugum, Cicer reticulatum, and Cicer echinospermum, using de novo transcriptome analysis through RNA sequencing. A total of 1.38 billion raw reads were generated, resulting in the assembly of 181,756 transcripts and 56,556 unigenes. Between 9,921 and 11,149 DEGs were identified per genotype under freezing stress. Functional annotation identified 453 unigenes related to cold response, while 519 DEGs were associated with cold or freezing tolerance based on gene ontology enrichment. Wild Cicer species showed a broader and more dynamic transcriptional response to freezing stress, including the activation of key calcium signaling components such as glutamate receptor-like channels, calmodulin-like proteins, CBL-CIPK modules, and calcium-dependent protein kinases, as well as MAPK cascades and genes in the ICE-CBF-COR pathway. Among the wild species, C. bijugum exhibited the highest number of species-specific DEGs and TFs, suggesting a distinct and potentially powerful cold adaptation strategy. In addition, we identified 8659 SSRs and 232,271 SNPs, with a subset validated as polymorphic markers. This study provides novel and comprehensive insights into the molecular mechanisms of freezing tolerance in chickpea and offers valuable genomic resources for breeding freezing-tolerant varieties.

Indexed as

CicerCold-Shock ResponseGene Expression ProfilingStress, PhysiologicalTranscriptomeFreezingGene Expression Regulation, PlantGene OntologyGenotypeMolecular Sequence Annotation

Identifiers

PMID41107287
PMCPMC12534436

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.