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Plasma proteometabolome in lung cancer: exploring biomarkers through bidirectional Mendelian randomization and colocalization analysis.
- Source :
-
Human molecular genetics [Hum Mol Genet] 2024 Sep 19; Vol. 33 (19), pp. 1688-1696. - Publication Year :
- 2024
-
Abstract
- Unlike other cancers with widespread screening (breast, colorectal, cervical, prostate, and skin), lung nodule biopsies for positive screenings have higher morbidity with clinical complications. Development of non-invasive diagnostic biomarkers could thereby significantly enhance lung cancer management for at-risk patients. Here, we leverage Mendelian Randomization (MR) to investigate the plasma proteome and metabolome for potential biomarkers relevant to lung cancer. Utilizing bidirectional MR and co-localization analyses, we identify novel associations, highlighting inverse relationships between plasma proteins SFTPB and KDELC2 in lung adenocarcinoma (LUAD) and positive associations of TCL1A with lung squamous cell carcinoma (LUSC) and CNTN1 with small cell lung cancer (SCLC). Additionally, our work reveals significant negative correlations between metabolites such as theobromine and paraxanthine, along with paraxanthine-related ratios, in both LUAD and LUSC. Conversely, positive correlations are found in caffeine/paraxanthine and arachidonate (20:4n6)/paraxanthine ratios with these cancer types. Through single-cell sequencing data of normal lung tissue, we further explore the role of lung tissue-specific protein SFTPB in carcinogenesis. These findings offer new insights into lung cancer etiology, potentially guiding the development of diagnostic biomarkers and therapeutic approaches.<br /> (© The Author(s) 2024. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)
- Subjects :
- Humans
Proteome genetics
Proteome metabolism
Metabolome genetics
Adenocarcinoma of Lung genetics
Adenocarcinoma of Lung blood
Adenocarcinoma of Lung pathology
Adenocarcinoma of Lung metabolism
Small Cell Lung Carcinoma genetics
Small Cell Lung Carcinoma blood
Small Cell Lung Carcinoma metabolism
Small Cell Lung Carcinoma diagnosis
Small Cell Lung Carcinoma pathology
Metabolomics methods
Lung Neoplasms genetics
Lung Neoplasms blood
Lung Neoplasms pathology
Lung Neoplasms metabolism
Mendelian Randomization Analysis
Biomarkers, Tumor genetics
Biomarkers, Tumor blood
Biomarkers, Tumor metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 1460-2083
- Volume :
- 33
- Issue :
- 19
- Database :
- MEDLINE
- Journal :
- Human molecular genetics
- Publication Type :
- Academic Journal
- Accession number :
- 39011643
- Full Text :
- https://doi.org/10.1093/hmg/ddae110