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Objective: This study aims to explore the causal relationship between programmed cell death (PCD) genes and the formation of hypertrophic scars (HS) using integrative multi-omics analysis (including DNA methylation, gene expression, and protein abundance) alongside preliminary experimental validation.
Methods: We leveraged publicly available databases (eQTL Gen, UKB-PPP, and FinnGen) to obtain quantitative trait loci (QTLs) data of DNA methylation, gene expression and protein abundance. We employed Mendelian randomization (MR) approaches to uncover causal relationships and validate robustness. The methods used included inverse variance weighted (IVW) analysis, false discovery rate (FDR), Cochran's Q test, I² statistic, MR-Egger regression, MR-PRESSO, leave-one-out method, co-localization analysis, and Steiger filtering test. Then, the multi-omic MR results were integrated and three tiers of genes were identified. Further, the tier 1 genes were chosen to perform drug prediction in DSigDB and molecular docking analyses with Autodock Vina. Lastly, the effects of the selected genes and drugs in HS were validated at both the tissue and cellular levels.
Results: Through integrating multi-omics data, we identified one tier 1 gene (GLB1), twelve tier 2 genes (including DAPK2, AP4E1, ARSA, CTSF, MSH6, NEDD4, PDK1, PELI3, RB1, UNC13D, CTSC, and GZMB), and two tier 3 genes (NOS3 and ITGA6), all of which show varying associations with HS. Particularly, the GLB1(cg05120113) was causal associated with HS risk in DNA methylation (OR=1.0972, 95 % CI: 1.0532-1.1430, FDR=0.0163), gene expression (OR=1.2923, 95 % CI: 1.1816-1.4135, FDR<0.001) and protein abundance (OR=1.5430, 95 % CI: 1.3296-1.7905, FDR<0.001). The candidate drugs for GLB1 included Fulvestrant (adjusted P = 0.046, Affinity=-8.8 kcal/mol) and Cyperquat (adjusted P = 0.036, Affinity=-6.2 kcal/mol). Further, the GLB1 expression and inhibitory effect of Fulvestrant were validated in HS tissues and HSFs. Additionally, significant changes in the mRNA and protein expression levels of fibrosis-related markers, including TGF-β1 and α-SMA, were observed in HSFs.
Findings: This study provides robust evidence for the causal involvement of PCD genes in HS formation and identified GLB1 along with 14 other potential genes. Fulvestrant demonstrated therapeutic potential for HS by modulating fibrosis-related pathways in fibroblasts.
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http://dx.doi.org/10.1016/j.burns.2025.107667 | DOI Listing |
Mol Hum Reprod
September 2025
Department of Obstetrics and Gynecology, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
Infertility impacts up to 17.5% of reproductive-aged couples worldwide. To aid in conception, many couples turn to assisted reproductive technology, such as IVF.
View Article and Find Full Text PDFEpigenomics
September 2025
College of Physical Education, Yangzhou University, Yangzhou, China.
Background: Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder lacking objective biomarkers for early diagnosis. DNA methylation is a promising epigenetic marker, and machine learning offers a data-driven classification approach. However, few studies have examined whole-blood, genome-wide DNA methylation profiles for ASD diagnosis in school-aged children.
View Article and Find Full Text PDFTree Physiol
September 2025
Pollen Biotechnology of Crop Plants Group, Margarita Salas Center of Biological Research, CIB-CSIC, Ramiro de Maeztu 9, 28040, Madrid, Spain.
Somatic embryogenesis (SE) is an in vitro mass propagation system widely employed in plant breeding programs. However, its efficiency in many forest species remains limited due to their recalcitrance. SE relies on the induction of somatic cell reprogramming into embryogenic pathways, a process influenced by transcriptomic changes regulated, among other factors, by epigenetic modifications such as DNA methylation, histone methylation, and histone acetylation.
View Article and Find Full Text PDFNucleic Acids Res
September 2025
School of Microbiology, University College Cork, Cork, T12 Y337, Ireland.
The genomes of 43 distinct lactococcal strains were reconstructed by a combination of long- and short-read sequencing, resolving the plasmid complement and methylome of these strains. The genomes comprised 43 chromosomes of approximately 2.5 Mb each and 269 plasmids ranging from 2 to 211 kb (at an average occurrence of 6 per strain).
View Article and Find Full Text PDFJ Investig Med
September 2025
Unidad de Investigación Biomédica, Delegación Durango, Instituto Mexicano del Seguro Social, Durango, México.
It has been reported that DNA methylation in the epigenetic profile of the genes LEP and ADIPOQ is associated with obesity. To the best of our knowledge, there are no previous reports assessing the methylation of the LEP, LEPR, and ADIPOQ genes in subjects with metabolically healthy obesity (MHO). Therefore, the aim of this study was to determine the association between methylation of the LEP, LEPR, and ADIPOQ genes with the MHO phenotype.
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