Exploring the toxicological mechanisms of reduced fertility in dairy cows due to nonesterified fatty acids on the basis of network toxicology, transcriptomics and molecular docking

High concentrations of nonesterified fatty acids (NEFAs) are normal metabolites of high-producing dairy cows in a state of negative energy balance (NEB), but they are thought to be strongly associated with reproductive disorders in dairy cows, which may contribute to reduced fertility in cows (RFC). There are few studies on the independent toxic effects of NEFA-mediated RFC. This study aimed to investigate the toxicological effects of NEFA-mediated RFC systematically via network toxicology, transcriptomics, and molecular docking techniques. A total of 403 potential targets of NEFA-mediated RFC toxicity were screened by comprehensively analyzing the GeneCards, OMIM, ChEMBL and Swiss Target Prediction databases. Further analysis via the GEO (GSE165476 dataset), STRING databases and Cytoscape software yielded eight hub targets, including MMP2, MAPK1, PRKACA and PRKCB. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that these targets were involved in pathways related to metabolism, endocrine processes, cell death, and signal transduction, such as the AGE-RAGE signaling pathway in diabetic complications, the GnRH signaling pathway, and the MAPK signaling pathway. Molecular docking further confirmed the potential interactions between NEFAs and these hub targets. This study revealed that NEFAs may exacerbate the occurrence of RFC by interfering with endocrine regulation, inducing inflammatory responses, affecting angiogenesis and tissue remodeling, regulating apoptosis, and disrupting metabolic balance. The results of this study provide novel molecular insights into the mechanism of NEFA-mediated RFC toxicity and provide a scientific basis for emphasizing the importance of metabolite toxicity in dairy farming health management.

Authors

Institutions

Publication Details

Journal
BMC Genomics
Published
2026-01-29
DOI
https://doi.org/10.1186/s12864-025-12444-6
Primary Topic
Reproductive Physiology in Livestock
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring the toxicological mechanisms of reduced fertility in dairy cows due to nonesterified fatty acids on the basis of network toxicology, transcriptomics and molecular docking

Haihong Hao, X. S. Kang, Liang Yuan, Junkai Wang et al.
BMC Genomics
Reproductive Physiology in Livestock
article

Exploring the toxicological mechanisms of reduced fertility in dairy cows due to nonesterified fatty acids on the basis of network toxicology, transcriptomics and molecular docking

Haihong Hao, X. S. Kang, Liang Yuan, Junkai Wang, Wenjing Wang, Lulu Li, Yuqing Liu
article en

Abstract

High concentrations of nonesterified fatty acids (NEFAs) are normal metabolites of high-producing dairy cows in a state of negative energy balance (NEB), but they are thought to be strongly associated with reproductive disorders in dairy cows, which may contribute to reduced fertility in cows (RFC). There are few studies on the independent toxic effects of NEFA-mediated RFC. This study aimed to investigate the toxicological effects of NEFA-mediated RFC systematically via network toxicology, transcriptomics, and molecular docking techniques. A total of 403 potential targets of NEFA-mediated RFC toxicity were screened by comprehensively analyzing the GeneCards, OMIM, ChEMBL and Swiss Target Prediction databases. Further analysis via the GEO (GSE165476 dataset), STRING databases and Cytoscape software yielded eight hub targets, including MMP2, MAPK1, PRKACA and PRKCB. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that these targets were involved in pathways related to metabolism, endocrine processes, cell death, and signal transduction, such as the AGE-RAGE signaling pathway in diabetic complications, the GnRH signaling pathway, and the MAPK signaling pathway. Molecular docking further confirmed the potential interactions between NEFAs and these hub targets. This study revealed that NEFAs may exacerbate the occurrence of RFC by interfering with endocrine regulation, inducing inflammatory responses, affecting angiogenesis and tissue remodeling, regulating apoptosis, and disrupting metabolic balance. The results of this study provide novel molecular insights into the mechanism of NEFA-mediated RFC toxicity and provide a scientific basis for emphasizing the importance of metabolite toxicity in dairy farming health management.

BMC GenomicsVol. 27(1)
Shihezi University (CN), Huazhong Agricultural University (CN), Shandong Academy of Agricultural Sciences (CN)
Zero hunger
Openalex Percentile: Top 73%
Reproductive Physiology in Livestock
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.