Transcriptomic Landscape and Regulatory Pathways of Drought Response in Rice (

Maria Kampa, Konstantinos Makropoulos, Aikaterini Goule, Ioannis A Tamposis, Panagiota I Kontou, Pantelis G Bagos, Georgia G Braliou

Abstract readMeta-Analysis

PubMed Full text at PMC Publisher

In one paragraph

Synthesis in International journal of molecular sciences, 2026. 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.

Comparative Transcriptomic Analysis of Water-Deficit Responses inInternational journal of molecular sciences · 2026
Article

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

7 authors.

Maria KampaDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.

Konstantinos MakropoulosDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.

Aikaterini GouleDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.

Ioannis A TamposisDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.ORCID 0000-0001-9247-6871

Panagiota I KontouDepartment of Mathematics, University of Thessaly, 35132 Lamia, Greece.

Pantelis G BagosDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.ORCID 0000-0003-4935-2325

Georgia G BraliouDepartment of Computer Science and Biomedical Informatics, University of Thessaly, 35131 Lamia, Greece.ORCID 0000-0003-3982-3250

Funding

Operating framework of the University of Thessaly Innovation, Technology Transfer Unit and Entrepreneurship Center "One Planet Thessaly", under the "University of Thessaly Grants for Scientific Publication Support" action and is funded by the Special Acco naProgram "GENOMIC OASIS: GENOMIC analysis of Organisms of Agricultural and live Stock Interest in Sterea", Grant Number (MIS): 5045902, funded by the Operational Programme "Competitiveness, Entrepreneurship and Innovation" (NSRF 2014-2020), and cofinanced MIS 5045902

6 · The paper itself

Abstract

Drought significantly disrupts rice productivity under increasing climate volatility. Identifying robust molecular determinants for resilience remains a critical priority for crop improvement. Following the PRISMA guidelines, we performed a large-scale, dual-platform meta-analysis of RNA-Seq and microarray datasets to elucidate the robust transcriptomic landscape of

Indexed as

Gene Expression Regulation, PlantOryzaTranscriptomeDrought ResistanceDroughtsGene Expression ProfilingGene Regulatory NetworksOligonucleotide Array Sequence AnalysisRNA-SeqStress, Physiologicaldifferentially expressed genesdrought stressenriched pathwaysmeta-analysismicroarrayNGSOryza sativaprotein–protein interaction networkregulatory pathwaysRNA-Seq

Identifiers

PMID41977364

DOI10.3390/ijms27073167

PMCPMC13074122

What Socratic 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 Socratic graph.