Evidence map›Paper›PMID 41986493›Full record

ArticleScientific reports2026

Identification of circadian-regulated genes for enhancing acidic soil tolerance in rice through integrative transcriptomic and systems analysis.

Alokita Roy, Dev Mani Pandey, Anjana Dwivedi

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Alokita RoyDepartment of Bioengineering and Biotechnology, Birla Institute of Technology, Mesra, Ranchi, 835215, Jharkhand, India.
Dev Mani PandeyDepartment of Bioengineering and Biotechnology, Birla Institute of Technology, Mesra, Ranchi, 835215, Jharkhand, India. dmpandey@bitmesra.ac.in.ORCID http://orcid.org/0000-0002-0711-9966
Anjana DwivediDepartment of Bioengineering and Biotechnology, Birla Institute of Technology, Mesra, Ranchi, 835215, Jharkhand, India. dwivedi.anjana@gmail.com.ORCID http://orcid.org/0000-0002-5356-9941

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The plant circadian clock orchestrates key physiological processes and stress responses by regulating time-dependent gene expression. However, its role in mediating responses to soil acidity, one of the major abiotic constraints affecting rice productivity, remains poorly understood. In this study, we performed a comprehensive transcriptomic and systems analysis using publicly available RNA-Seq data to investigate the role of circadian-regulated genes in adapting to acidic stress in Oryza sativa. A total of 2,285 differentially expressed genes (DEGs) were identified under various pH conditions (4.5 and 6.5), of which 37 were associated with the circadian clock. Weighted Gene Co-expression Network Analysis (WGCNA) classified the DEGs into five modules, three of which were strongly correlated with acidic stress. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed key roles in redox homeostasis, hormone signaling, and photosynthetic regulation. Hub genes within stress-associated modules were further analyzed for protein–protein interactions, hydrophobicity profiles, and 3D structures using AlphaFold. Notably, several circadian-related genes were downregulated under acidic stress, suggesting clock suppression as an adaptive mechanism. These findings reveal the connections between circadian regulation and pH stress tolerance, providing promising genetic targets for developing acidity-resilient rice cultivars.

Indexed as

Circadian ClocksCircadian RhythmGene Expression Regulation, PlantOryzaSoilTranscriptomeAdaptation, PhysiologicalGene Expression ProfilingGene Regulatory NetworksHydrogen-Ion ConcentrationPlant ProteinsStress, PhysiologicalPlant ProteinsSoilAcidic stressCircadian-related geneDEGsOryza sativaWGCNA

Identifiers

PMID41986493
PMCPMC13243493

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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.