Evidence map›Paper›PMID 42151766›Full record

ArticleBMC genomics2026

RNA-Seq analysis reveals early defense activation and responses associated with resistance to Fusarium thapsinum stalk infection in sorghum.

Kinde Ketema, Ramasamy Perumal, Christopher R Little, Sandeep Marla, Sanzhen Liu, Diriba Chere, Yemane Girma Belaineh, Terry Felderhoff, P V Vara Prasad, Tesfaye Tesso

Abstract read
In one paragraph

Article in BMC 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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Kinde KetemaDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.ORCID http://orcid.org/0000-0002-8107-6511
Ramasamy PerumalAgricultural Research Center, Department of Agronomy, Kansas State University, Hays, KS, 67601, USA. perumal@ksu.edu.ORCID http://orcid.org/0000-0002-0649-8853
Christopher R LittleDepartment of Plant Pathology, Kansas State University, Manhattan, KS, 66506, USA. crlittle@ksu.edu.ORCID http://orcid.org/0000-0002-3699-9720
Sandeep MarlaDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.ORCID http://orcid.org/0000-0001-5778-7850
Sanzhen LiuDepartment of Plant Pathology, Kansas State University, Manhattan, KS, 66506, USA.ORCID http://orcid.org/0000-0002-9513-855X
Diriba ChereDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.
Yemane Girma BelainehDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.
Terry FelderhoffDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.ORCID http://orcid.org/0000-0002-6610-2398
P V Vara PrasadDepartment of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.ORCID http://orcid.org/0000-0001-6632-3361
Tesfaye TessoDepartment of Agronomy, Purdue University, West Lafayette, IN, 47906, USA.ORCID http://orcid.org/0000-0002-9510-6929

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fusarium stalk rot in sorghum is caused by Fusarium thapsinum and affects sorghum production globally. In this study, we investigated genome-wide transcriptional responses associated with resistance to sorghum stalk rot. Transcriptomes of two sorghum genotypes, a resistant (SC599) and a susceptible (BTx3042) genotype, were analyzed at 24 and 48 h post-inoculation (hpi) with F. thapsinum at flowering. A total of 24 RNA-seq libraries were generated. Differentially expressed genes (DEGs) ranged from 360 to 6,178 (FDR < 0.05), with earlier and stronger transcriptional responses observed in the resistant genotype. Key defense-related genes, including nucleotide-binding site leucine-rich repeat (Sobic.005G226400), pathogenesis-related proteins (Sobic.001G401200), disease resistance-response genes (Sobic.009G021300), wall-associated kinase (Sobic.008G170800 and Sobic.002G249600), and flavonoid synthase (Sobic.004G050200) genes, were upregulated in SC599 at 24 hpi, whereas expression of these genes was lower or delayed in BTx3042. Gene ontology and KEGG analyses revealed enrichment of defense responses, flavonoid biosynthesis, and signal transduction at 24 hpi in the resistant genotype, whereas the susceptible genotype showed delayed activation of stress-related pathways. These results highlight the importance of early and coordinated activation of defense responses and provide insight into the temporal regulation of resistance mechanisms in sorghum against F. thapsinum and may provide a framework for future studies to understand the genes and pathways underlying the molecular mechanisms of Fusarium stalk rot resistance in sorghum.

Indexed as

Disease ResistanceFusariumPlant DiseasesRNA-SeqSorghumGene Expression ProfilingGene Expression Regulation, PlantPlant ProteinsTranscriptomePlant ProteinsFusarium thapsinumRNA-SeqSorghumStalk rotTranscriptome

Identifiers

PMID42151766
PMCPMC13474659

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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.