# Integrative Analysis of Whole-Genome Bisulfite Sequencing and RNA-Seq in Skeletal Muscle of Xin’anjiang Water Buffalo

**Authors:** Shuanping Zhao, Hai Jin, Jun Liu, Yongsheng Li, Qian Li, Huibin Zhang, Xinyi Du, Qinggang Li, Lei Xu

PMC · DOI: 10.3390/ani16040549 · Animals : an Open Access Journal from MDPI · 2026-02-10

## TL;DR

This study explores DNA methylation and gene expression in skeletal muscle of male and female Xin’anjiang water buffalo to understand how these factors relate to transcriptional differences.

## Contribution

The study provides novel insights into the methylation and gene expression patterns in skeletal muscle of Xin’anjiang water buffalo using integrative WGBS and RNA-seq analysis.

## Key findings

- 31,333 DMCs, 1,961 DMRs, and 230 DEGs were identified between male and female XAJB skeletal muscle.
- CG methylation showed a strong negative correlation with gene expression in the 2 kb upstream region.
- Ten DEGs were validated by qRT-PCR and linked to key biological pathways like ECM-receptor interaction and PPAR signaling.

## Abstract

Xin’anjiang water buffalo (XAJB), an indigenous swamp buffalo (Bubalus bubalis) in China, is mainly distributed in the Xin’anjiang River basin in Anhui Province. In this study, we used whole-genome bisulfite sequencing (WGBS) and RNA sequencing (RNA-seq) to explore the DNA methylation profiles and gene-expression patterns in skeletal muscle in the female (BF) and male (BM) groups of XAJB. The results showed that the most methylation changes occurred in CG context, and the distinct methylation landscapes were associated with the transcriptional signatures in the two cohorts. Due to the limited sample-size in this study, further research is needed to fully understand the association of methylation patterns with transcriptome profiles in the skeletal muscle of XAJB.

Xin’anjiang water buffalo (XAJB) is crucial for meat production and agricultural activities in Anhui Province of China. To generate hypotheses regarding how DNA methylation might correlate with transcriptional differences in skeletal muscle, WGBS and RNA-seq were performed on three BF and three BM adult XAJB. The results revealed 31,333 differentially methylated cytosines (DMCs), 1961 differentially methylated regions (DMRs), and 230 differentially expressed genes (DEGs) in skeletal muscle between the two groups. The qRT-PCR results of ten DEGs (COL1A1, THBS1, SLITRK4, VIPR2, IGFBP6, WIF1, MMP16, LMOD3, NPR3 and MYLK4) enriched in protein digestion and absorption pathway, PPAR signaling pathway, ECM-receptor interaction pathway or PI3K-Akt signaling pathway were consistent with the RNA-seq results. Most methylation changes occurred in CG context, and sixteen genes were predicted as dual differential genes in both methylation and transcriptome. Moreover, CG methylation showed a significant negative correlation with gene expression within the 2 kb upstream region (rho = −0.42, p < 0.001). Given the limited number of animals examined, additional investigations with expanded cohorts are essential to verify the association between the methylome and transcriptome signatures underlying skeletal muscle in XAJB.

## Linked entities

- **Genes:** COL1A1 (collagen type I alpha 1 chain) [NCBI Gene 1277], THBS1 (thrombospondin 1) [NCBI Gene 7057], SLITRK4 (SLIT and NTRK like family member 4) [NCBI Gene 139065], VIPR2 (vasoactive intestinal peptide receptor 2) [NCBI Gene 7434], IGFBP6 (insulin like growth factor binding protein 6) [NCBI Gene 3489], WIF1 (Wnt inhibitory factor 1) [NCBI Gene 11197], MMP16 (matrix metallopeptidase 16) [NCBI Gene 4325], LMOD3 (leiomodin 3) [NCBI Gene 56203], NPR3 (natriuretic peptide receptor 3) [NCBI Gene 4883], MYLK4 (myosin light chain kinase family member 4) [NCBI Gene 340156]
- **Species:** Bubalus bubalis (taxon 89462)

## Full-text entities

- **Genes:** PTK2B [NCBI Gene 102411722], AFF2 [NCBI Gene 102411521], ADAMTS12 [NCBI Gene 102410563], Rnf122 [NCBI Gene 102413037], HEYL [NCBI Gene 102393583], NPR3 [NCBI Gene 102404745], CSRNP3 [NCBI Gene 102396399], CFL2 [NCBI Gene 102397941], ME3 [NCBI Gene 102413306], IL1RAPL2 [NCBI Gene 102401665], SPEG [NCBI Gene 102392739], VIPR2 [NCBI Gene 102399219], LMOD3 [NCBI Gene 102415860], GAPDH [NCBI Gene 102404028], WIF1 [NCBI Gene 102398205], TWF2 [NCBI Gene 102414715], IGF-1 [NCBI Gene 102392528], COL6A1 [NCBI Gene 102389816], MYLK4 [NCBI Gene 102412646], IGFBP6 [NCBI Gene 102395045], MMP16 [NCBI Gene 102390402], SLITRK4 [NCBI Gene 102404317], VAV2 [NCBI Gene 102407346], MEF2D [NCBI Gene 102410575], THBS1 [NCBI Gene 102401160], GGH (gamma-glutamyl hydrolase) [NCBI Gene 525303], mTOR [NCBI Gene 102407977], Myf5 [NCBI Gene 102398993], COL1A2 [NCBI Gene 102414428], COG3 [NCBI Gene 102416400], TBX1 [NCBI Gene 102401540], COL5A1 [NCBI Gene 102414254]
- **Diseases:** C (OMIM:211750), DMCs (MESH:D012734), injury to (MESH:D014947), CHH (MESH:C535916), XAJB (MESH:D000069578), tumor (MESH:D009369)
- **Chemicals:** TRIzol (MESH:C411644), agarose (MESH:D012685), chloroform (MESH:D002725), inositol phosphate (MESH:D007295), lipid (MESH:D008055), phosphatidylinositol (MESH:D010716), testosterone (MESH:D013739), IMF (-), cytosine (MESH:D003596), phenol (MESH:D019800), calcium (MESH:D002118), adenine (MESH:D000225), amino acids (MESH:D000596), nitrogen (MESH:D009584), estradiol (MESH:D004958)
- **Species:** Bos taurus (bovine, species) [taxon 9913], Escherichia coli (E. coli, species) [taxon 562], Bubalus bubalis (domestic water buffalo, species) [taxon 89462], Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090], Sus scrofa (pig, species) [taxon 9823]
- **Mutations:** cytosine residues of CG

## Full text

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## Figures

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## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12937326/full.md

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Source: https://tomesphere.com/paper/PMC12937326