# Maternal nutrition alters mRNA isoform expression, usage, and splicing dynamics in skeletal muscle of beef cattle offspring

**Authors:** Guilherme Henrique Gebim Polizel, Ángela Cánovas, Germán D. Ramírez-Zamudio, Aline Silva Mello Cesar, Wellison J. S. Diniz, José Bento Sterman Ferraz, Heidge Fukumasu, Luiz F. Brito, Felipe Eguti de Carvalho, Miguel Santana

PMC · DOI: 10.3389/fgene.2026.1734234 · Frontiers in Genetics · 2026-02-05

## TL;DR

Maternal nutrition during pregnancy affects gene expression and splicing in beef cattle offspring's muscle, with lasting effects on metabolism and muscle function.

## Contribution

This study reveals how prenatal nutrition influences mRNA isoform expression and splicing in beef cattle muscle, beyond traditional gene-level analysis.

## Key findings

- Transcript-level changes were more significant than gene-level differences in skeletal muscle.
- Protein-energy supplementation throughout gestation had the strongest impact on gene and transcript expression.
- Key genes like SLC7A8 and CDH13 showed isoform switching, affecting amino acid transport and muscle regeneration.

## Abstract

Maternal nutrition during gestation plays a critical role in fetal muscle development and long-term metabolic programming; however, its persistent molecular effects on offspring skeletal muscle remain unclear. Therefore, the main objective of this study was to investigate the influence of prenatal nutrition on long-term differential gene expression (DGE), differential mRNA transcript expression (DTE), and differential transcript usage (DTU) in skeletal muscle of beef cattle.

A total of 126 pregnant Nellore cows were assigned to three dietary treatments: mineral supplementation only (NP), protein-energy supplementation during late gestation (PP), and protein-energy supplementation throughout gestation (FP). At 676 ± 28 days of age, muscle samples were collected from offspring for RNA sequencing. The DGE and DTE analyses were performed using the edgeR package, while DTU was evaluated with the IsoformSwitchAnalyzeR package. Over-representation analysis was conducted using g:Profiler.

A total of 27,412 genes and 111,185 transcripts, including novel loci and isoforms were identified. Gene-level differences were modest (16 genes), whereas transcript-level analyses revealed stronger effects, with a higher number of significant expression and usage changes across conditions. The FP × NP comparison exhibited the greatest impact on gene expression, with 14 DTEs and 87 DTUs, compared with 12 and 30 in PP × NP, and 10 and three in FP × PP, respectively. Isoform switching was observed in key genes including SLC7A8, SLC25A30, SORBS3, and CDH13 genes, influencing coding potential, functional domains, and mRNA stability, with potential consequences for amino acid transport, cytoskeletal organization, and muscle regeneration. Functional enrichment analyses highlighted significant metabolic pathways related to amino acid and biotin metabolism, intracellular trafficking, and immune regulation.

Overall, prenatal nutrition, particularly protein-energy supplementation throughout gestation in comparison to mineral supplementation, modulates offspring muscle mainly through transcript usage and splicing, suggesting long-term adaptive mechanisms beyond gene-level regulation.

## Linked entities

- **Genes:** SLC7A8 (solute carrier family 7 member 8) [NCBI Gene 23428], SLC25A30 (solute carrier family 25 member 30) [NCBI Gene 253512], SORBS3 (sorbin and SH3 domain containing 3) [NCBI Gene 10174], CDH13 (cadherin 13) [NCBI Gene 1012]

## Full-text entities

- **Genes:** SORBS3 (sorbin and SH3 domain containing 3) [NCBI Gene 507914], ADIPOQ (adiponectin, C1Q and collagen domain containing) [NCBI Gene 282865] {aka ACRP30, ADID, APM1}, ATP5IF1 (ATP synthase inhibitory factor subunit 1) [NCBI Gene 327699] {aka ATPIF1}, SLC7A8 (solute carrier family 7 member 8) [NCBI Gene 536818], HLCS (holocarboxylase synthetase) [NCBI Gene 534247], SLC25A30 (solute carrier family 25 member 30) [NCBI Gene 507021], CDH13 (cadherin 13) [NCBI Gene 512302], SLC16A6 (solute carrier family 16 member 6) [NCBI Gene 529171] {aka MCT7}, ACTE1 (actin epsilon 1) [NCBI Gene 528168]
- **Diseases:** DTU (MESH:D012734), -induced obesity (MESH:D009765), TDN (MESH:D004828), CPM (MESH:D009845), TMM (MESH:C566367), TPM (OMIM:602482), RIN (MESH:D012327), AS (MESH:C536589), undernutrition (MESH:D044342), overnutrition (MESH:D044343), weight loss (MESH:D015431)
- **Chemicals:** TRIzol (MESH:C411644), Iodine (MESH:D007455), lipid (MESH:D008055), Cys (MESH:D003545), Fluorine (MESH:D005461), Val (MESH:D014633), Cobalt (MESH:D003035), Leu (MESH:D007930), water (MESH:D014867), Gly (MESH:D005998), Calcium (MESH:D002118), glucose (MESH:D005947), Manganese (MESH:D008345), inositol (MESH:D007294), Copper (MESH:D003300), Glu (MESH:D018698), Biotin (MESH:D001710), Zinc (MESH:D015032), neutral amino acids (MESH:D021542), Phosphorus (MESH:D010758), Sulfur (MESH:D013455), DTE (-), Sodium monensin (MESH:D008985), Ala (MESH:D000409), Selenium (MESH:D012643), fatty acid (MESH:D005227), essential fatty acids (MESH:D005228), Ser (MESH:D012694), amino acid (MESH:D000596), nitrogen (MESH:D009584), mineral (MESH:D008903)
- **Species:** Bos taurus (bovine, species) [taxon 9913], HF [taxon 2008765], Urochloa brizantha (bread grass, species) [taxon 240448], Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

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## References

70 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916067/full.md

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Source: https://tomesphere.com/paper/PMC12916067