Methylome and transcriptome data integration reveals aberrantly regulated genes in equine sarcoids.
Abstract: DNA methylation is a key mechanism in transcription regulation, and aberrant methylation is a common and important mechanism in tumor initiation, maintenance, and progression. To find genes that are aberrantly regulated by altered methylation in horse sarcoids, we used reduced representation bisulfite sequencing (RRBS) accompanied by RNA sequencing (RNA-Seq) for methylome (whole genome DNA methylation sequencing) and transcriptome profiling, respectively. We found that the DNA methylation level was generally lower in lesion samples than in controls. In the analyzed samples, a total of 14,692 differentially methylated sites (DMSs) in the context of CpG (where cytosine and guanine are separated by a phosphate), and 11,712 differentially expressed genes (DEGs) were identified. The integration of the methylome and transcriptome data suggests that aberrant DNA methylation may be involved in the deregulation of expression of the 493 genes in equine sarcoid. Furthermore, enrichment analysis of the genes demonstrated the activation of multiple molecular pathways related to extracellular matrix (ECM), oxidative phosphorylation (OXPHOS), immune response, and disease processes that can be related to tumor progression. The results provide further insight into the epigenetic alterations in equine sarcoids and provide a valuable resource for follow-up studies to identify biomarkers for predicting susceptibility to this common condition in horses.
Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.
Publication Date: 2023-05-19 PubMed ID: 37211255DOI: 10.1016/j.biochi.2023.05.008Google Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
- Journal Article
Summary
This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.
This research examined how altered DNA methylation—a crucial factor in gene expression—could be impacting and regulating genes related to horse sarcoids, a common type of equine skin tumor. This was done via comprehensive DNA methylation sequencing and gene expression profiling, revealing abnormally regulated genes and pathways that may be related to the tumors’ progress and development.
Methodology
- The study employed a dual-method approach combining both Reduced Representation Bisulfite Sequencing (RRBS) and RNA Sequencing (RNA-Seq). The RRBS was used to sequence the whole genome DNA methylation (methylome), while the RNA-Seq helped in profiling the gene expression (transcriptome).
- The researchers chose to study both lesion samples and control samples to compare the differences in DNA methylation patterns.
- The DNA methylation is observed in the context of CpG (regions where a cytosine nucleotide is followed by a guanine nucleotide), which is a significant region for the methylation process.
Findings
- Findings revealed a lower DNA methylation level in lesion samples when compared to controls.
- From these samples, 14,692 differentially methylated sites (DMSs) within the CpG context and 11,712 differentially expressed genes (DEGs) were identified.
- By integrating and comparing the data from the methylome and the transcriptome, the study identified 493 genes whose expression was deregulated due to abnormal DNA methylation in equine sarcoid.
Implications and Conclusions
- The research brings to light various molecular pathways linked with extracellular matrix (ECM), oxidative phosphorylation (OXPHOS), immune response, and disease processes that are triggered due to the aberrant methylation. These pathways can be crucial for understanding the progression and development of the tumor.
- This study benefits the larger scientific community by providing valuable insights into the epigenetic changes undergone in equine sarcoids, a common health issue among horses.
- The results can be harnessed as a valuable resource for future studies to develop biomarkers for detecting susceptibility to equine sarcoids.
Cite This Article
APA
Semik-Gurgul E, Szmatoła T, Gurgul A, Pawlina-Tyszko K, Gałuszka A, Pędziwiatr R, Witkowski M, Ząbek T.
(2023).
Methylome and transcriptome data integration reveals aberrantly regulated genes in equine sarcoids.
Biochimie, 213, 100-113.
https://doi.org/10.1016/j.biochi.2023.05.008 Publication
Researcher Affiliations
- Department of Animal Molecular Biology, National Research Institute of Animal Production, Krakowska 1 St., 32-083, Balice, Poland. Electronic address: ewelina.semik@iz.edu.pl.
- Department of Animal Molecular Biology, National Research Institute of Animal Production, Krakowska 1 St., 32-083, Balice, Poland; Center for Experimental and Innovative Medicine, University of Agriculture in Krakow, Redzina 1c, 30-248, Krakow, Poland.
- Center for Experimental and Innovative Medicine, University of Agriculture in Krakow, Redzina 1c, 30-248, Krakow, Poland.
- Department of Animal Molecular Biology, National Research Institute of Animal Production, Krakowska 1 St., 32-083, Balice, Poland.
- Department of Animal Anatomy and Preclinical Sciences, University Centre of Veterinary Medicine JU-UA, University of Agriculture in Krakow, Mickiewicza 24/28, 30-059, Krakow, Poland.
- University Centre of Veterinary Medicine JU-UA, University of Agriculture in Krakow, Mickiewicza 24/28, 30-059, Krakow, Poland; Equine Vet Clinic EQUI-VET, Stogniowice 55A St., 32-100 Stogniowice, Poland.
- University Centre of Veterinary Medicine JU-UA, University of Agriculture in Krakow, Mickiewicza 24/28, 30-059, Krakow, Poland; Equine Hospital on the Racing Truck, Sluzewiec, Pulawska 266, 02-684, Warszawa, Poland.
- Department of Animal Molecular Biology, National Research Institute of Animal Production, Krakowska 1 St., 32-083, Balice, Poland.
Conflict of Interest Statement
Declaration of competing interest There are no competing interests related to the manuscript.
Citations
This article has been cited 1 times.- Semik-Gurgul E, Gurgul A, Szmatoła T. Transcriptome and methylome sequencing reveals altered long non-coding RNA genes expression and their aberrant DNA methylation in equine sarcoids.. Funct Integr Genomics 2023 Aug 8;23(3):268.
Use Nutrition Calculator
Check if your horse's diet meets their nutrition requirements with our easy-to-use tool Check your horse's diet with our easy-to-use tool
Talk to a Nutritionist
Discuss your horse's feeding plan with our experts over a free phone consultation Discuss your horse's diet over a phone consultation
Submit Diet Evaluation
Get a customized feeding plan for your horse formulated by our equine nutritionists Get a custom feeding plan formulated by our nutritionists