# Construction of the ceRNA Regulatory Network Associated with Milk Fat Metabolism

**Authors:** Xiaofang Feng, Shenglai Cheng, Zhiyu Lu, Xi Chen, Tong Mu, Chuanchuan Wang, Yaling Gu, Yaodong Li, Xinru Chen, Juanshan Zheng, Penghui Guo

PMC · DOI: 10.3390/ani16040638 · Animals : an Open Access Journal from MDPI · 2026-02-17

## TL;DR

This study identifies circular RNAs and their regulatory networks involved in milk fat metabolism in dairy cows, offering new ways to improve milk quality through molecular breeding.

## Contribution

The study constructs and validates a ceRNA regulatory network linked to milk fat metabolism in dairy cows.

## Key findings

- Differential expression of circ_0009058, circ_0004021, circ_0011934, and circ_0008056 was confirmed in bovine mammary epithelial cells.
- The ceRNA networks circ_0004021/bta-miR-541/PTPN6 and bta-miR-10175-3p/RHOA reduce lipid accumulation, while bta-miR-2309 increases it.
- The study provides a theoretical foundation for improving milk quality through molecular breeding.

## Abstract

The fat content and composition of milk directly influence its flavor and nutritional value. This study analyzed circular RNAs (circRNAs) in bovine mammary epithelial cells with high and low milk fat percentages, identifing significant differential expressions of circ_0009058, circ_0004021, circ_0011934, and circ_0008056. Experiments confirmed the presence of these circRNAs in the mammary tissues of dairy cow and suggested their potential regulatory roles in milk fat metabolism via the competing endogenous RNA (ceRNA) mechanism. A ceRNA regulatory network was further constructed, and the existence of the circ_0004021/bta-miR-541/PTPN6, circ_0008056/bta-miR-2309/ERBB3, and bta-miR-10175-3p/RHOA networks was experimentally validated. Among these, bta-miR-541 and bta-miR-10175-3p were found to reduce lipid accumulation in mammary epithelial cells, while bta-miR-2309 exhibited the opposite effect. These findings provide new insights for improving milk quality through molecular breeding.

Milk fat composition and content are crucial indicators that influence the taste, flavor and nutritional value of milk, and they are regulated by various non-coding RNAs. To enhance milk quality, it is essential to investigate the regulatory mechanisms underlying milk fat metabolism. This study analyzed significantly up-regulated circ_0009058 and circ_0004021 and significantly down-regulated circ_0011934 and circ_0008056 in bovine mammary epithelial cells (BMECs) with high and low milk fat percentages (MFP). RNase R digestion assays and Sanger sequencing were conducted to confirm their presence and high expression in the mammary tissue of dairy cows. Subcellular localization indicated that these RNA may exhibit regulatory functions through the competing endogenous RNA (ceRNA) network. Consequently, a ceRNA regulatory network was constructed, identifying six hub target genes in the ceRNA network (VAV1, PTPN6, PIK3R1, RHOA, ERBB3, PIK3CG) using the CytoHubba and MCODE plugins in Cytoscape (version 3.9). Quantitative real-time PCR (RT-qPCR) and dual luciferase reporter gene assays validated the existence of the interactive regulatory networks circ_0004021/bta-miR-541/PTPN6, circ_0008056/bta-miR-2309/ERBB3, and bta-miR-10175-3p/RHOA in BMECs. Functional validation of miRNAs within the ceRNA network demonstrated that bta-miR-541 and bta-miR-10175-3p reduced triglyceride and cholesterol levels while inhibiting lipid droplet secretion in BMECs. Conversely, the function of bta-miR-2309 was found to be opposite to that of bta-miR-541 and bta-miR-10175-3p. This study identified several critical candidate ceRNA networks involved in fatty acid metabolism in dairy cows through data analysis and a series of experiments. These functional and mechanistic studies provide a theoretical foundation for improving milk quality.

## Linked entities

- **Genes:** PTPN6 (protein tyrosine phosphatase non-receptor type 6) [NCBI Gene 5777], RHOA (ras homolog family member A) [NCBI Gene 387], ERBB3 (erb-b2 receptor tyrosine kinase 3) [NCBI Gene 2065], VAV1 (vav guanine nucleotide exchange factor 1) [NCBI Gene 7409], PIK3R1 (phosphoinositide-3-kinase regulatory subunit 1) [NCBI Gene 5295], PIK3CG (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit gamma) [NCBI Gene 5294]
- **Species:** Bos taurus (taxon 9913)

## Full-text entities

- **Genes:** MMUT (methylmalonyl-CoA mutase) [NCBI Gene 280871] {aka MUT}, DGAT1 (diacylglycerol O-acyltransferase 1) [NCBI Gene 282609] {aka ARAT, DGAT}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 100139219], MIR541 (microRNA mir-541) [NCBI Gene 100313266] {aka bta-mir-541}, SLBP (stem-loop binding protein) [NCBI Gene 444868], SCD (stearoyl-CoA desaturase) [NCBI Gene 280924] {aka SCD1}, SORCS1 (sortilin related VPS10 domain containing receptor 1) [NCBI Gene 537536], ERBB3 (erb-b2 receptor tyrosine kinase 3) [NCBI Gene 785655], RHO (rhodopsin) [NCBI Gene 509933], HMGCR (3-hydroxy-3-methylglutaryl-CoA reductase) [NCBI Gene 407159] {aka hmg-coa-r}, MIR2449 (microRNA mir-2449) [NCBI Gene 100313298] {aka bta-mir-2449}, PRL (prolactin) [NCBI Gene 280901] {aka GHA1, Prol}, VAV1 (vav guanine nucleotide exchange factor 1) [NCBI Gene 617345], ACSL1 [NCBI Gene 518552], PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 281993], LPIN1 (lipin 1) [NCBI Gene 537224] {aka lipin1}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 505709], ABCA1 (ATP binding cassette subfamily A member 1) [NCBI Gene 535379] {aka ABC-1}, FABP3 (fatty acid binding protein 3) [NCBI Gene 281758] {aka FABP, FABP-3, H-FABP}, ST3GAL6 (ST3 beta-galactoside alpha-2,3-sialyltransferase 6) [NCBI Gene 444860] {aka SIAT10}, PABPC1 (poly(A) binding protein cytoplasmic 1) [NCBI Gene 282296] {aka PABP-1}, GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 281181] {aka GAPD}, GCG (glucagon) [NCBI Gene 280802] {aka GLP-1, GLP-2}, PLIN2 (perilipin 2) [NCBI Gene 280981] {aka ADFP}, RHOA (ras homolog family member A) [NCBI Gene 338049] {aka ARHA}, EGFR (epidermal growth factor receptor) [NCBI Gene 407217], PTPN6 (protein tyrosine phosphatase non-receptor type 6) [NCBI Gene 512312], AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 280991] {aka AKT}, INS (insulin) [NCBI Gene 280829], APOB (apolipoprotein B) [NCBI Gene 494004] {aka APOB-100, ApoB(100)}, MIR2309 (microRNA mir-2309) [NCBI Gene 100313130] {aka bta-mir-2309}, RBP4 (retinol binding protein 4) [NCBI Gene 281444], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 282306], PIK3CG (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit gamma) [NCBI Gene 530001], CPEB4 (cytoplasmic polyadenylation element binding protein 4) [NCBI Gene 538794], SREBF2 (sterol regulatory element binding transcription factor 2) [NCBI Gene 507102], PIK3R1 (phosphoinositide-3-kinase regulatory subunit 1) [NCBI Gene 282307], ACACA (acetyl-CoA carboxylase alpha) [NCBI Gene 281590] {aka ACC1, ACCA}, XDH (xanthine dehydrogenase) [NCBI Gene 280960] {aka XOR}
- **Diseases:** weight gain (MESH:D015430), inflammation (MESH:D007249), injury to (MESH:D014947), insulin resistance (MESH:D007333), MFP (MESH:D016269)
- **Chemicals:** Oil Red O (MESH:C011049), Trizol (MESH:C411644), paraformaldehyde (MESH:C003043), Lipid (MESH:D008055), CO2 (MESH:D002245), water (MESH:D014867), Cholesterol (MESH:D002784), DAPI (MESH:C007293), glucose (MESH:D005947), isopropanol (MESH:D019840), BODIPY (MESH:C095489), sphingolipid (MESH:D013107), hematoxylin (MESH:D006416), penicillin (MESH:D010406), glycerophospholipid (MESH:D020404), Dulbecco's Modified Eagle Medium (-), FA (MESH:D005227), streptomycin (MESH:D013307), cholesteryl ester (MESH:D002788), TAG (MESH:D014280), essential fatty acids (MESH:D005228), hydrocortisone (MESH:D006854), lactose (MESH:D007785)
- **Species:** Bos taurus (bovine, species) [taxon 9913], Ovis aries (domestic sheep, species) [taxon 9940], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** HEK-293T — Homo sapiens (Human), Transformed cell line (CVCL_0063)

## Full text

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## Figures

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## References

60 references — full list in the complete paper: https://tomesphere.com/paper/PMC12937263/full.md

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Source: https://tomesphere.com/paper/PMC12937263