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

IF 3.1 2区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Human molecular genetics Pub Date : 2024-09-19 DOI:10.1093/hmg/ddae110
Bo Dong, Mengyao Wang, Kaixiu Li, Zuwei Li, Lunxu Liu, Shensi Shen
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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.

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肺癌血浆蛋白代谢组:通过双向孟德尔随机化和共定位分析探索生物标记物。
与其他广泛筛查的癌症(乳腺癌、结直肠癌、宫颈癌、前列腺癌和皮肤癌)不同,筛查阳性的肺结节活检具有较高的发病率和临床并发症。因此,开发非侵入性诊断生物标志物可大大提高高危患者的肺癌管理水平。在这里,我们利用孟德尔随机化(MR)技术研究血浆蛋白质组和代谢组,寻找与肺癌相关的潜在生物标志物。利用双向 MR 和共定位分析,我们发现了新的关联,突出显示了肺腺癌(LUAD)血浆蛋白 SFTPB 和 KDELC2 之间的反向关系,以及 TCL1A 与肺鳞癌(LUSC)和 CNTN1 与小细胞肺癌(SCLC)的正向关联。此外,我们的研究还发现,在 LUAD 和 LUSC 中,可可碱和副黄嘌呤等代谢物与副黄嘌呤相关比率之间存在显著的负相关。相反,咖啡因/副黄嘌呤和花生四烯酸(20:4n6)/副黄嘌呤的比率与这些癌症类型呈正相关。通过正常肺组织的单细胞测序数据,我们进一步探讨了肺组织特异性蛋白 SFTPB 在致癌过程中的作用。这些发现为肺癌病因学提供了新的见解,有可能指导诊断生物标志物和治疗方法的开发。
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来源期刊
Human molecular genetics
Human molecular genetics 生物-生化与分子生物学
CiteScore
6.90
自引率
2.90%
发文量
294
审稿时长
2-4 weeks
期刊介绍: Human Molecular Genetics concentrates on full-length research papers covering a wide range of topics in all aspects of human molecular genetics. These include: the molecular basis of human genetic disease developmental genetics cancer genetics neurogenetics chromosome and genome structure and function therapy of genetic disease stem cells in human genetic disease and therapy, including the application of iPS cells genome-wide association studies mouse and other models of human diseases functional genomics computational genomics In addition, the journal also publishes research on other model systems for the analysis of genes, especially when there is an obvious relevance to human genetics.
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