Plasma proteometabolome in lung cancer: exploring biomarkers through bidirectional Mendelian randomization and colocalization analysis

被引:0
作者
Dong, Bo [1 ,2 ]
Wang, Mengyao [1 ,2 ]
Li, Kaixiu [1 ,2 ]
Li, Zuwei [1 ,2 ]
Liu, Lunxu [1 ,2 ]
Shen, Shensi [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Thorac Surg, Chengdu 610041, Peoples R China
[2] Sichuan Univ, West China Hosp, Inst Thorac Oncol, Natl Clin Res Ctr Geriatr, Chengdu 610041, Peoples R China
基金
中国国家自然科学基金;
关键词
Plasma proteometabolome; lung cancer; Mendelian randomization; single-nucleotide polymorphisms; LYMPH-NODE METASTASIS; GENOMIC ATLAS; PROMOTES; METAANALYSIS; PROGRESSION; CONTACTIN; PROTEINS; GENETICS; GENES;
D O I
10.1093/hmg/ddae110
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:1688 / 1696
页数:9
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