Evidence map›Paper›PMID 42215754›Full record

ReviewFunctional & integrative genomics2026

Harnessing genomics and transcriptomics to explore the genetic and molecular basis of abiotic stress tolerance in minor millets - a comprehensive review.

S J Gobika, Bharathi Nathan, Gopinath Samykannu, Renuka Raman, Meenakshi Periasamy, Kavithamani Duraisamy

Abstract readReview
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In one paragraph

Review in Functional & integrative genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

S J GobikaDepartment of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, 641003, India.ORCID http://orcid.org/0009-0005-6645-3576
Bharathi NathanDepartment of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, 641003, India. bharathi.n@tnau.ac.in.ORCID http://orcid.org/0000-0002-8644-6163
Gopinath SamykannuDepartment of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Renuka RamanDepartment of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Meenakshi PeriasamyDepartment of Renewable Energy Engineering, Agricultural Engineering College and Research Institute, Tamil Nadu Agricultural University, Coimbatore, 641003, India.
Kavithamani DuraisamyDepartment of Millets, Centre for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, 641003, India.

Funding

Department of Biotechnology, Ministry of Science and Technology, India NO.BT/PR40237/BTIS/137/79/2023 dt 19.07.2024
6 · The paper itself

Abstract

Minor millets represent a promising avenue for addressing food security challenges through their unique C4 photosynthetic pathway and inherent resilience to harsh environmental conditions. These crops exhibit exceptional adaptation to abiotic stresses such as drought, salinity, and nutrient-poor soils, while simultaneously offering substantial nutritional benefits, including high levels of iron, zinc, dietary fiber, and bioactive compounds. Recent advancements in high-throughput sequencing have revolutionized our understanding of stress tolerance mechanisms in these underutilized crops. This review comprehensively synthesizes current molecular resources, focusing on more than 35 critical gene families associated with stress regulation. By critically examining genomic and transcriptomic landscapes, we illuminate the complex regulatory networks and differentially expressed genes that underpin abiotic stress adaptation in minor millets. This review presents a detailed molecular characterization of stress response mechanisms and also explores the transformative potential of these insights for agricultural innovation. We demonstrate the integration of advanced molecular understanding for strategically improving breeding programs, marker-assisted selection, and potential genetic engineering approaches. The ultimate goal is to develop climate-resilient cultivars that can enhance global food security and sustainable agricultural practices in an era of increasing environmental uncertainty. Our comprehensive analysis highlights the critical role of minor millets as a sustainable solution to malnutrition and agricultural challenges, positioning these remarkable grains at the forefront of adaptive crop research.

Indexed as

Adaptation, PhysiologicalEdible GrainStress, PhysiologicalTranscriptomeCrops, AgriculturalDrought ResistanceGene Expression Regulation, PlantGenomicsAbiotic stressGenomicsMinor milletsStress adaptationTranscriptomics

Identifiers

What OpenQuestion holds

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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.