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Elucidating the role of liver enzymes as markers and regulators in ovarian cancer: a synergistic approach using Mendelian randomization, single-cell analysis, and clinical evidence.
- Source :
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Human genomics [Hum Genomics] 2024 Jun 24; Vol. 18 (1), pp. 71. Date of Electronic Publication: 2024 Jun 24. - Publication Year :
- 2024
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Abstract
- Objective: To investigate the association between liver enzymes and ovarian cancer (OC), and to validate their potential as biomarkers and their mechanisms in OC. Methods Genome-wide association studies for OC and levels of enzymes such as Alkaline phosphatase (ALP), Aspartate aminotransferase (AST), Alanine aminotransferase, and gamma-glutamyltransferase were analyzed. Univariate and multivariate Mendelian randomization (MR), complemented by the Steiger test, identified enzymes with a potential causal relationship to OC. Single-cell transcriptomics from the GSE130000 dataset pinpointed pivotal cellular clusters, enabling further examination of enzyme-encoding gene expression. Transcription factors (TFs) governing these genes were predicted to construct TF-mRNA networks. Additionally, liver enzyme levels were retrospectively analyzed in healthy individuals and OC patients, alongside the evaluation of correlations with cancer antigen 125 (CA125) and Human Epididymis Protein 4 (HE4).<br />Results: A total of 283 single nucleotide polymorphisms (SNPs) and 209 SNPs related to ALP and AST, respectively. Using the inverse-variance weighted method, univariate MR (UVMR) analysis revealed that ALP (P = 0.050, OR = 0.938) and AST (P = 0.017, OR = 0.906) were inversely associated with OC risk, suggesting their roles as protective factors. Multivariate MR (MVMR) confirmed the causal effect of ALP (P = 0.005, OR = 0.938) on OC without reverse causality. Key cellular clusters including T cells, ovarian cells, endothelial cells, macrophages, cancer-associated fibroblasts (CAFs), and epithelial cells were identified, with epithelial cells showing high expression of genes encoding AST and ALP. Notably, TFs such as TCE4 were implicated in the regulation of GOT2 and ALPL genes. OC patient samples exhibited decreased ALP levels in both blood and tumor tissues, with a negative correlation between ALP and CA125 levels observed.<br />Conclusion: This study has established a causal link between AST and ALP with OC, identifying them as protective factors. The increased expression of the genes encoding these enzymes in epithelial cells provides a theoretical basis for developing novel disease markers and targeted therapies for OC.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Female
WAP Four-Disulfide Core Domain Protein 2 genetics
WAP Four-Disulfide Core Domain Protein 2 metabolism
Aspartate Aminotransferases genetics
Aspartate Aminotransferases blood
Liver pathology
Liver metabolism
Alanine Transaminase blood
Alanine Transaminase genetics
gamma-Glutamyltransferase genetics
gamma-Glutamyltransferase blood
CA-125 Antigen genetics
Gene Expression Regulation, Neoplastic genetics
Transcription Factors genetics
Transcription Factors metabolism
Membrane Proteins genetics
Middle Aged
Ovarian Neoplasms genetics
Ovarian Neoplasms pathology
Polymorphism, Single Nucleotide genetics
Mendelian Randomization Analysis
Single-Cell Analysis methods
Genome-Wide Association Study
Alkaline Phosphatase genetics
Alkaline Phosphatase blood
Biomarkers, Tumor genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1479-7364
- Volume :
- 18
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Human genomics
- Publication Type :
- Academic Journal
- Accession number :
- 38915066
- Full Text :
- https://doi.org/10.1186/s40246-024-00642-4