School of Pharmaceutical Sciences, Tsinghua-Peking Center for Life Sciences, Beijing Frontier Research Center for Biological Structure, Tsinghua University, Beijing, 100084, China.
Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, China.
Nat Commun. 2021 Nov 10;12(1):6479. doi: 10.1038/s41467-021-26685-y.
Metabolic reprogramming evolves during cancer initiation and progression. However, thorough understanding of metabolic evolution from preneoplasia to lung adenocarcinoma (LUAD) is still limited. Here, we perform large-scale targeted metabolomics on resected lesions and plasma obtained from invasive LUAD and its precursors, and decipher the metabolic trajectories from atypical adenomatous hyperplasia (AAH) to adenocarcinoma in situ (AIS), minimally invasive adenocarcinoma (MIA) and invasive adenocarcinoma (IAC), revealing that perturbed metabolic pathways emerge early in premalignant lesions. Furthermore, three panels of plasma metabolites are identified as non-invasive predictive biomarkers to distinguish IAC and its precursors with benign diseases. Strikingly, metabolomics clustering defines three metabolic subtypes of IAC patients with distinct clinical characteristics. We identify correlation between aberrant bile acid metabolism in subtype III with poor clinical features and demonstrate dysregulated bile acid metabolism promotes migration of LUAD, which could be exploited as potential targetable vulnerability and for stratifying patients. Collectively, the comprehensive landscape of the metabolic evolution along the development of LUAD will improve early detection and provide impactful therapeutic strategies.
代谢重编程在癌症的发生和发展过程中不断演变。然而,人们对从癌前病变到肺腺癌(LUAD)的代谢演变的全面理解仍然有限。在这里,我们对从侵袭性 LUAD 及其前体中切除的病变和血浆进行了大规模的靶向代谢组学分析,并揭示了从非典型腺瘤性增生(AAH)到原位腺癌(AIS)、微浸润性腺癌(MIA)和侵袭性腺癌(IAC)的代谢轨迹,表明失调的代谢途径在癌前病变中很早就出现了。此外,我们还鉴定出了三个血浆代谢物面板,它们可作为非侵入性预测生物标志物,用于区分 IAC 及其伴良性疾病的前体。引人注目的是,代谢组学聚类定义了三种具有不同临床特征的 IAC 患者的代谢亚型。我们发现,III 型代谢亚型中异常的胆汁酸代谢与不良的临床特征相关,并证明了胆汁酸代谢失调促进了 LUAD 的迁移,这可能成为潜在的靶向弱点,并用于对患者进行分层。总的来说,LUAD 发展过程中代谢演变的全面情况将提高早期检测水平,并提供有影响力的治疗策略。