Cury Sarah Santiloni, de Moraes Diogo, Freire Paula Paccielli, de Oliveira Grasieli, Marques Douglas Venâncio Pereira, Fernandez Geysson Javier, Dal-Pai-Silva Maeli, Hasimoto Érica Nishida, Dos Reis Patricia Pintor, Rogatto Silvia Regina, Carvalho Robson Francisco
Department of Morphology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil.
Department of Surgery and Orthopedics, Faculty of Medicine, São Paulo State University (UNESP), Botucatu 18618687, São Paulo, Brazil.
Cancers (Basel). 2019 Aug 26;11(9):1251. doi: 10.3390/cancers11091251.
Cachexia is a syndrome characterized by an ongoing loss of skeletal muscle mass associated with poor patient prognosis in non-small cell lung cancer (NSCLC). However, prognostic cachexia biomarkers in NSCLC are unknown. Here, we analyzed computed tomography (CT) images and tumor transcriptome data to identify potentially secreted cachexia biomarkers (PSCB) in NSCLC patients with low-muscularity. We integrated radiomics features (pectoralis muscle, sternum, and tenth thoracic (T10) vertebra) from CT of 89 NSCLC patients, which allowed us to identify an index for screening muscularity. Next, a tumor transcriptomic-based secretome analysis from these patients (discovery set) was evaluated to identify potential cachexia biomarkers in patients with low-muscularity. The prognostic value of these biomarkers for predicting recurrence and survival outcome was confirmed using expression data from eight lung cancer datasets (validation set). Finally, C2C12 myoblasts differentiated into myotubes were used to evaluate the ability of the selected biomarker, interleukin (IL)-8, in inducing muscle cell atrophy. We identified 75 over-expressed transcripts in patients with low-muscularity, which included and . Also, we identified , , , , , , and as PSCB in the tumor secretome. These PSCB were capable of distinguishing worse and better prognosis (recurrence and survival) in NSCLC patients. was confirmed as a predictor of worse prognosis in all validation sets. In vitro assays revealed that IL-8 promoted C2C12 myotube atrophy. Tumors from low-muscularity patients presented a set of upregulated genes encoding for secreted proteins, including pro-inflammatory cytokines that predict worse overall survival in NSCLC. Among these upregulated genes, expression in NSCLC tissues was associated with worse prognosis, and the recombinant IL-8 was capable of triggering atrophy in C2C12 myotubes.
恶病质是一种以骨骼肌质量持续丧失为特征的综合征,与非小细胞肺癌(NSCLC)患者的不良预后相关。然而,NSCLC中预后恶病质生物标志物尚不清楚。在此,我们分析了计算机断层扫描(CT)图像和肿瘤转录组数据,以识别低肌肉量NSCLC患者中潜在的分泌性恶病质生物标志物(PSCB)。我们整合了89例NSCLC患者CT的放射组学特征(胸肌、胸骨和第十胸椎(T10)),这使我们能够确定一个用于筛查肌肉量的指标。接下来,对这些患者(发现集)基于肿瘤转录组的分泌组分析进行评估,以识别低肌肉量患者中的潜在恶病质生物标志物。使用来自八个肺癌数据集(验证集)的表达数据证实了这些生物标志物对预测复发和生存结果的预后价值。最后,使用分化为肌管的C2C12成肌细胞来评估所选生物标志物白细胞介素(IL)-8诱导肌肉细胞萎缩的能力。我们在低肌肉量患者中鉴定出75种过表达的转录本,其中包括 和 。此外,我们在肿瘤分泌组中鉴定出 、 、 、 、 、 和 作为PSCB。这些PSCB能够区分NSCLC患者的预后好坏(复发和生存)。 在所有验证集中均被确认为预后较差的预测指标。体外试验表明,IL-8促进C2C12肌管萎缩。低肌肉量患者的肿瘤呈现出一组编码分泌蛋白的上调基因,包括预测NSCLC总体生存较差的促炎细胞因子。在这些上调基因中, 在NSCLC组织中的表达与较差的预后相关,并且重组IL-8能够触发C2C12肌管萎缩。