{"title":"研究血浆蛋白与肺腺癌之间的因果关系:蛋白质组学和孟德尔随机化研究的结果。","authors":"Ruoya Lv, Jiabin Chen, Xiaoyu Wu, Kequn Chai, Jiadong Yan, Sheng Wang","doi":"10.1007/s12672-025-01778-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Plasma proteins contribute to the identification, diagnosis, and prognosis of human illnesses, which may be conducive to understanding the molecular mechanism and diagnosis of Lung adenocarcinoma (LUAD).</p><p><strong>Methods: </strong>We collected plasma samples from 28 healthy individuals (H) and 56 LUAD patients and analyzed them using LC-MS/MS-based proteomics to determine differential expression plasma proteins (DEPPs). Then, the DEPPs were subjected to a two-sample Mendelian randomization (MR) study based on an \"Inverse variance weighted (IVW)\" approach to investigate the causal relationships between DEPPs and LUAD. Logistic regression analysis was conducted to develop a diagnostic model for LUAD.</p><p><strong>Results: </strong>317 plasma proteins were found in proteomics, and 19 DEPPs were identified. The MR study revealed that IL20RB (odds ratio (OR) = 1.600, 95% Confidence Interval (CI) [1.098, 2.331], P = 0.014) and SAA2 (OR = 1.048, 95%CI [1.012, 1.081], P = 0.017) were highly related to LUAD. A diagnostic model was established with IL20RB and SAA2. The AUC of this diagnostic model was 0.858.</p><p><strong>Conclusion: </strong>Plasma IL20RB and SAA2 levels were closely connected with LUAD.</p>","PeriodicalId":11148,"journal":{"name":"Discover. Oncology","volume":"16 1","pages":"42"},"PeriodicalIF":2.8000,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11729587/pdf/","citationCount":"0","resultStr":"{\"title\":\"Investigating causal relationships between plasma proteins and lung adenocarcinoma: result from proteomics and Mendelian randomization study.\",\"authors\":\"Ruoya Lv, Jiabin Chen, Xiaoyu Wu, Kequn Chai, Jiadong Yan, Sheng Wang\",\"doi\":\"10.1007/s12672-025-01778-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Plasma proteins contribute to the identification, diagnosis, and prognosis of human illnesses, which may be conducive to understanding the molecular mechanism and diagnosis of Lung adenocarcinoma (LUAD).</p><p><strong>Methods: </strong>We collected plasma samples from 28 healthy individuals (H) and 56 LUAD patients and analyzed them using LC-MS/MS-based proteomics to determine differential expression plasma proteins (DEPPs). Then, the DEPPs were subjected to a two-sample Mendelian randomization (MR) study based on an \\\"Inverse variance weighted (IVW)\\\" approach to investigate the causal relationships between DEPPs and LUAD. Logistic regression analysis was conducted to develop a diagnostic model for LUAD.</p><p><strong>Results: </strong>317 plasma proteins were found in proteomics, and 19 DEPPs were identified. The MR study revealed that IL20RB (odds ratio (OR) = 1.600, 95% Confidence Interval (CI) [1.098, 2.331], P = 0.014) and SAA2 (OR = 1.048, 95%CI [1.012, 1.081], P = 0.017) were highly related to LUAD. A diagnostic model was established with IL20RB and SAA2. The AUC of this diagnostic model was 0.858.</p><p><strong>Conclusion: </strong>Plasma IL20RB and SAA2 levels were closely connected with LUAD.</p>\",\"PeriodicalId\":11148,\"journal\":{\"name\":\"Discover. Oncology\",\"volume\":\"16 1\",\"pages\":\"42\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-01-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11729587/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Discover. Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12672-025-01778-y\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Discover. Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12672-025-01778-y","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
摘要
背景:血浆蛋白有助于人类疾病的识别、诊断和预后,可能有助于了解肺腺癌(LUAD)的分子机制和诊断。方法:收集28例健康个体(H)和56例LUAD患者的血浆样本,采用LC-MS/MS-based蛋白质组学分析血浆差异表达蛋白(DEPPs)。然后,对DEPPs进行基于“逆方差加权(IVW)”方法的双样本孟德尔随机化(MR)研究,以调查DEPPs与LUAD之间的因果关系。采用Logistic回归分析建立LUAD诊断模型。结果:在蛋白质组学中发现317个血浆蛋白,鉴定出19个DEPPs。MR研究显示,IL20RB(比值比(OR) = 1.600, 95%可信区间(CI) [1.098, 2.331], P = 0.014)和SAA2 (OR = 1.048, 95%CI [1.012, 1.081], P = 0.017)与LUAD高度相关。用IL20RB和SAA2建立诊断模型。该诊断模型的AUC为0.858。结论:血浆IL20RB、SAA2水平与LUAD密切相关。
Investigating causal relationships between plasma proteins and lung adenocarcinoma: result from proteomics and Mendelian randomization study.
Background: Plasma proteins contribute to the identification, diagnosis, and prognosis of human illnesses, which may be conducive to understanding the molecular mechanism and diagnosis of Lung adenocarcinoma (LUAD).
Methods: We collected plasma samples from 28 healthy individuals (H) and 56 LUAD patients and analyzed them using LC-MS/MS-based proteomics to determine differential expression plasma proteins (DEPPs). Then, the DEPPs were subjected to a two-sample Mendelian randomization (MR) study based on an "Inverse variance weighted (IVW)" approach to investigate the causal relationships between DEPPs and LUAD. Logistic regression analysis was conducted to develop a diagnostic model for LUAD.
Results: 317 plasma proteins were found in proteomics, and 19 DEPPs were identified. The MR study revealed that IL20RB (odds ratio (OR) = 1.600, 95% Confidence Interval (CI) [1.098, 2.331], P = 0.014) and SAA2 (OR = 1.048, 95%CI [1.012, 1.081], P = 0.017) were highly related to LUAD. A diagnostic model was established with IL20RB and SAA2. The AUC of this diagnostic model was 0.858.
Conclusion: Plasma IL20RB and SAA2 levels were closely connected with LUAD.