Yang Dawei, Yang Xiaofang, Li Yang, Zhao Peige, Fu Rao, Ren Tianying, Hu Ping, Wu Yaping, Yang Hongjun, Guo Na
Zhong Yuan Academy of Biological Medicine, Liaocheng People's Hospital, Liaocheng, 252000, People's Republic of China.
Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, 100700, People's Republic of China.
J Transl Med. 2020 Jun 17;18(1):243. doi: 10.1186/s12967-020-02401-0.
Lung cancer (LC) remains the deadliest form of cancer globally. While surgery remains the optimal treatment strategy for individuals with early-stage LC, what the metabolic consequences are of such surgical intervention remains uncertain.
Negative enrichment-fluorescence in situ hybridization (NE-FISH) was used in an effort to detect circulating tumor cells (CTCs) in pre- and post-surgery peripheral blood samples from 51 LC patients. In addition, targeted metabolomics analyses, multivariate statistical analyses, and pathway analyses were used to explore surgery-associated metabolic changes.
LC patients had significantly higher CTC counts relative to healthy controls with 66.67% of LC patients having at least 1 detected CTC before surgery. CTC counts were associated with clinical outcomes following surgery. In a targeted metabolomics analysis, we detected 34 amino acids, 147 lipids, and 24 fatty acids. When comparing LC patients before and after surgery to control patients, metabolic shifts were detected via PLS-DA and pathway analysis. Further surgery-associated metabolic changes were identified when comparing LA (LC patients after surgery) and LB (LC patients before surgery) groups. We identified SM 42:4, Ser, Sar, Gln, and LPC 18:0 for inclusion in a biomarker panel for early-stage LC detection based upon an AUC of 0.965 (95% CI 0.900-1.000). This analysis revealed that SM 42:2, SM 35:1, PC (16:0/14:0), PC (14:0/16:1), Cer (d18:1/24:1), and SM 38:3 may offer diagnostic and prognostic benefits in LC.
These findings suggest that CTC detection and plasma metabolite profiling may be an effective means of diagnosing early-stage LC and identifying patients at risk for disease recurrence.
肺癌(LC)仍是全球最致命的癌症形式。虽然手术仍然是早期肺癌患者的最佳治疗策略,但这种手术干预的代谢后果仍不确定。
采用阴性富集荧光原位杂交(NE-FISH)技术,检测51例肺癌患者手术前后外周血样本中的循环肿瘤细胞(CTC)。此外,还采用了靶向代谢组学分析、多变量统计分析和通路分析来探索手术相关的代谢变化。
与健康对照组相比,肺癌患者的CTC计数显著更高,66.67%的肺癌患者在手术前至少检测到1个CTC。CTC计数与手术后的临床结果相关。在靶向代谢组学分析中,我们检测到34种氨基酸、147种脂质和24种脂肪酸。将手术前后的肺癌患者与对照患者进行比较时,通过偏最小二乘判别分析(PLS-DA)和通路分析检测到代谢变化。比较LA(手术后肺癌患者)和LB(手术前肺癌患者)组时,发现了更多与手术相关的代谢变化。基于曲线下面积(AUC)为0.965(95%可信区间0.900-1.000),我们确定将SM 42:4、丝氨酸、肌氨酸、谷氨酰胺和LPC 18:0纳入早期肺癌检测的生物标志物 panel。该分析表明,SM 42:2、SM 35:1、PC(16:0/14:0)、PC(14:0/16:1)、Cer(d18:1/24:1)和SM 38:3可能对肺癌具有诊断和预后价值。
这些发现表明,CTC检测和血浆代谢物谱分析可能是诊断早期肺癌和识别疾病复发风险患者的有效手段。