Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China.
Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing, China.
Br J Cancer. 2022 Jun;126(12):1795-1805. doi: 10.1038/s41416-022-01744-3. Epub 2022 Feb 25.
The lack of non-invasive methods for detection of early micro-metastasis is a major cause of the poor prognosis of non-small cell lung cancer (NSCLC) brain metastasis (BM) patients. Herein, we aimed to identify circulating biomarkers based on proteomics for the early diagnosis and monitoring of patients with NSCLC BM.
Upregulated proteins were detected by secretory proteomics in the animal-derived high brain metastatic lung cancer cell line. A well-designed study composed of three independent cohorts was then performed to verify these blood-based protein biomarkers: the serum discovery and verification cohorts (n = 80; n = 459), and the tissue verification cohort (n = 76). Logistic regression was used to develop a diagnostic biomarker panel. Model validation cohort (n = 160) was used to verify the stability of the constructed predictive model. Changes in serum Cathepsin F (CTSF) levels of patients were tracked to monitor the treatment response. Progression-free survival (PFS) and overall survival (OS) were analysed to assess their prognostic relevance.
CTSF and Fibulin-1 (FBLN1) levels were specifically upregulated in sera and tissues of patients with NSCLC BM compared with NSCLC without BM and primary brain tumour. The combined diagnostic performance of CTSF and FBLN1 was superior to their individual ones. CTSF serum changes were found to reflect the therapeutic response of patients with NSCLC BM and the trends of progression were detected earlier than the magnetic resonance imaging changes. Elevated expression of CTSF in NSCLC BM tissues was associated with poor PFS, and was found to be an independent prognostic factor.
We report a novel blood-based biomarker panel for early diagnosis, monitoring of therapeutic response, and prognostic evaluation of patients with NSCLC BM.
缺乏非侵入性方法来检测早期微转移是导致非小细胞肺癌(NSCLC)脑转移(BM)患者预后不良的主要原因。在此,我们旨在通过蛋白质组学来鉴定基于循环生物标志物,用于早期诊断和监测 NSCLC BM 患者。
通过动物源性高脑转移性肺癌细胞系的分泌蛋白质组学检测上调蛋白。然后进行了由三个独立队列组成的精心设计的研究,以验证这些基于血液的蛋白质生物标志物:血清发现和验证队列(n=80;n=459)和组织验证队列(n=76)。使用逻辑回归来开发诊断生物标志物组合。模型验证队列(n=160)用于验证构建预测模型的稳定性。跟踪患者血清组织蛋白酶 F(CTSF)水平的变化以监测治疗反应。分析无进展生存期(PFS)和总生存期(OS),以评估其预后相关性。
与 NSCLC 无 BM 和原发性脑肿瘤相比,CTSF 和纤维蛋白 1(FBLN1)水平在 NSCLC BM 患者的血清和组织中特异性上调。CTSF 和 FBLN1 的联合诊断性能优于其各自的性能。发现 CTSF 血清变化反映了 NSCLC BM 患者的治疗反应,并且比磁共振成像变化更早地检测到进展趋势。在 NSCLC BM 组织中高表达 CTSF 与 PFS 不良相关,并且被发现是一个独立的预后因素。
我们报告了一种新的基于血液的生物标志物组合,用于早期诊断、监测治疗反应和评估 NSCLC BM 患者的预后。