Evidence mapPaperPMID 42572093Full record

ReviewStress biology2026

Harnessing microRNA regulatory networks for engineering climate resilience and nutritional enhancement in millets.

Kasanaboina Krishna, Ephrem Habyarimana, Harsha Rayudu Jamedar, Ishwarya Lakshmi Vg, Sonal Chavan, B V Vara Prasad, Y Chandra Mohan, Bandela Edukondalu, Stanislaus Antony Ceasar

Abstract readReview
In one paragraph

Review in Stress biology, 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

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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

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

9 authors.

Kasanaboina KrishnaInternational Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, 502324, India.
Ephrem HabyarimanaInternational Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, 502324, India. Ephrem.Habyarimana@icrisat.org.
Harsha Rayudu JamedarIndian Council of Agricultural Research (ICAR), Indian Institute of Oilseeds Research (IIOR), Rajendranagar, Hyderabad, Telangana, 500030, India.
Ishwarya Lakshmi VgTexas A&M AgriLife Research Center, Beaumont, TX, 77713, USA.
Sonal ChavanInternational Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, 502324, India.
B V Vara PrasadProfessor Jayashankar, College of Agriculture, Rajendranagar (PJTAU), Telangana Agricultural University, Hyderabad, Telangana, 500030, India.
Y Chandra MohanProfessor Jayashankar, College of Agriculture, Rajendranagar (PJTAU), Telangana Agricultural University, Hyderabad, Telangana, 500030, India.
Bandela EdukondaluProfessor Jayashankar, College of Agriculture, Rajendranagar (PJTAU), Telangana Agricultural University, Hyderabad, Telangana, 500030, India.
Stanislaus Antony CeasarDepartment of Biotechnology, Karunya Institute of Technology and Sciences, Tamil Nadu, Coimbatore, 641114, India. antony_sm2003@yahoo.co.in.ORCID http://orcid.org/0000-0003-4106-1531

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Millets are increasingly promoted as climate-resilient nutri-cereals that can stabilize production and support nutritious diets under drought, heat, salinity, and low-input farming. MicroRNAs (miRNAs) provide a powerful post-transcriptional regulatory layer that regulates stress signaling, crop development, nutrient homeostasis, and grain filling by targeting key transcription factors and transporter networks. Millet miRNA research remains at an early developmental stage. To date, most studies have focused predominantly on miRNA identification and expression profiling, while rigorous functional characterization and mechanistic dissection of regulatory networks are still limited. Moreover, integration of miRNA dynamics with genotype (G) × environment (E) interactions, particularly under field-relevant stress conditions, remains insufficiently explored. In this review, we synthesize stress- and nutrition-associated miRNAs reported across major cereals, highlighting conserved regulatory modules, and summarize emerging millet-specific candidates linked to drought, salinity, grain quality, and micronutrient accumulation. We critically evaluate methodological gaps, such as incomplete degradome support, inconsistent phenotyping, and limited grain ionomics, that constrain translational application to breeding. Finally, we propose a practical roadmap that combines tissue- and stage-resolved miRNA atlases, target validation using degradome sequencing, RNA Ligase-Mediated Rapid Amplification of cDNA Ends (RLM-RACE), and reporter assays, together with functional intervention platforms such as Short Tandem Target Mimic (STTM), artificial miRNAs (amiRNAs), and CRISPR-mediated editing of miRNA loci or target sites, all integrated with marker-enabled selection and genomic prediction. Advancing from descriptive miRNA catalogues toward experimentally validated regulatory networks will enable miRNA-based breeding and genome editing for climate-smart, micronutrient-dense millet cultivars.

Indexed as

Abiotic stressDegradomeDrought toleranceGenome editingMicroRNAMilletsNutrient biofortificationSalinity

Identifiers

PMID42572093
PMCPMC13454096

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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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 Socratic graph.