Evidence map›Paper›PMID 41318386›Full record

ArticleBMC genomics2025

Tissue-specific isoform usage and gene expression revealed through RNA-seq and ATAC-seq in developing cattle.

Sarem F Khilji, Shangqian Xie, Gabrielle M Becker, Katie A Shira, Morgan R Stegemiller, Julia L Woods, Janet E Williams, Lauren E Christensen, Denise E Konetchy, Darren E Hagen and 3 more

Abstract read
In one paragraph

Article in BMC genomics, 2025. 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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0citing papers in PubMed
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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

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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

13 authors.

Sarem F KhiljiDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Shangqian XieDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Gabrielle M BeckerDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Katie A ShiraDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Morgan R StegemillerDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Julia L WoodsDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Janet E WilliamsDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Lauren E ChristensenDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Denise E KonetchyDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
Darren E HagenDepartment of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078, USA.
Gordon K MurdochDepartment of Animal Science, Washington State University, Pullman, WA, 99163, USA. gordon.murdoch@wsu.edu.
Stephanie D McKayDivision of Animal Sciences, University of Missouri, Columbia, MO, 65211, USA. stephanie.mckay@missouri.edu.
Brenda M MurdochDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID, 83844, USA. bmurdoch@uidaho.edu.

Funding

U.S. Department of Agriculture's National Institute of Food and Agriculture 2022-67016-36216
6 · The paper itself

Abstract

backgroundEstablishing a comprehensive characterization of the regulatory landscapes of cattle tissues facilitates a better understanding of the biological mechanisms responsible for condition-dependent phenotypes that drive tissue-specific gene regulation, developmental processes, and responses to environmental or physiological cues. This can be achieved through the characterization of gene expression, transcript usage and open chromatin accessibility. While much of this work has been done in human and biomedical model species, there is a lack of research in cattle that jointly characterizes chromatin accessibility and transcript usage alongside gene expression to define tissue-specific regulatory landscapes in cattle. Samples of prefrontal cortex (PFC), liver (L), and gracilis skeletal muscle (SM) were collected from four 3-month-old Angus steers and subjected to ATAC-seq and RNA-seq analyses. Differential gene expression (DGE) and transcript usage (DTU) were quantified across the tissues and evaluated in PFC-L, PFC-SM, and L-SM pairwise comparisons.

resultsIn total, 4,840, 4,151, and 3,663 genes were identified as differentially expressed, while 209, 236, and 154 genes exhibited differential transcript usage in PFC-L, PFC-SM, and L-SM comparisons, respectively. The genes CLTA, SLC25A3 and P2RX5 were highlighted for DTU between tissues, and further comparison of predicted protein sequences identified structural differences between CLTA and P2RX5 isoforms suggesting tissue-specific roles. Differential chromatin accessibility analysis revealed 2,576, 1,820, and 2,960 differential peaks in promoter regions across the same pairwise tissue comparisons. Functional enrichment revealed that PFC regulatory genes were associated with synaptic formation, myelination, and neurodevelopment, L genes with homeostatic regulation and lipid metabolism, and SM genes with muscle differentiation, myonuclear addition, and hypertrophy. These patterns aligned with ATF, HNF, and MEF2 motif enrichment in PFC, L, and SM promoter peaks, respectively. Furthermore, the integration of ATAC-seq and RNA-seq results revealed 62 genes in PFC, 93 genes in L, and 59 genes in SM as potential tissue-specific regulatory genes.

conclusionsThese findings provide insight into the complex regulatory mechanisms governing biological processes in the PFC, L, and SM of young Angus steers. This work integrates chromatin accessibility, transcript usage, and gene expression across multiple physiologically important cattle tissues, providing a comprehensive view of tissue-specific regulatory landscapes and generating a resource to support future studies in cattle genomics.

Indexed as

Chromatin Immunoprecipitation SequencingGene Expression Regulation, DevelopmentalRNA-SeqAnimalsCattleChromatinGene Expression ProfilingLiverMaleMuscle, SkeletalOrgan SpecificityPrefrontal CortexProtein IsoformsChromatinProtein IsoformsAlternative splicingAngusATAC-seqCattleChromatin accessibilityDevelopmentalIsoform usageLiverPrefrontal cortexRNA-seqSkeletal muscleTissue-specific expressionTranscription factor binding motifs

Identifiers

PMID41318386
PMCPMC12771847

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.