Department of Orthopedics, Shanghai Bone Tumor Institute, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China.
Institute for Systems Biology, Seattle, WA 98109.
Proc Natl Acad Sci U S A. 2021 Mar 16;118(11). doi: 10.1073/pnas.2012228118.
Unlike other epithelial cancer types, circulating tumor cells (CTCs) are less frequently detected in the peripheral blood of non-small cell lung cancer (NSCLC) patients using epithelial marker-based detection approaches despite the aggressive nature of NSCLC. Here, we demonstrate hexokinase-2 (HK2) as a metabolic function-associated marker for the detection of CTCs. In 59 NSCLC patients bearing cytokeratin-positive (CK) primary tumors, HK2 enables resolving cytokeratin-negative (HK2/CK) CTCs as a prevalent population in about half of the peripheral blood samples with positive CTC counts. However, HK2/CK tumor cells are a minority population in pleural effusions and cerebrospinal fluids. Single-cell analysis shows that HK2/CK CTCs exhibit smaller sizes but consistent copy number variation profiles compared with CK counterparts. Single-cell transcriptome profiling reveals that CK expression levels of CTCs are independent of their epithelial-to-mesenchymal transition (EMT) status, challenging the long-standing association between CK expression and EMT. HK2/CK CTCs display metastasis and EGFR inhibitor resistance-related molecular signatures and are selectively enriched in patients with driver oncogene mutation as opposed to , which is more frequently found in patients with prevalent CK CTCs in the blood. Consistently, treatment-naïve patients with a larger number or proportion of HK2/CK CTCs in the blood exhibit poor therapy response and shorter progression-free survival. Collectively, our approach resolves a more complete spectrum of CTCs in NSCLC that can potentially be exploited to identify patient prognosis before therapy.
与其他上皮癌类型不同,尽管非小细胞肺癌(NSCLC)具有侵袭性,但使用上皮标志物为基础的检测方法,在 NSCLC 患者的外周血中,循环肿瘤细胞(CTC)的检测频率较低。在这里,我们证明己糖激酶-2(HK2)作为一种代谢功能相关的标志物,可用于 CTC 的检测。在 59 例携带细胞角蛋白阳性(CK)原发肿瘤的 NSCLC 患者中,HK2 可用于解析 CK 阴性(HK2/CK)CTC,因为其在外周血阳性 CTC 计数的大约一半样本中是一种普遍存在的群体。然而,HK2/CK 肿瘤细胞在胸腔积液和脑脊液中是少数群体。单细胞分析表明,与 CK 相比,HK2/CK CTC 具有较小的大小,但具有一致的拷贝数变异谱。单细胞转录组谱分析显示,CTC 的 CK 表达水平与其上皮间质转化(EMT)状态无关,这对 CK 表达与 EMT 之间的长期关联提出了挑战。HK2/CK CTC 显示出转移和 EGFR 抑制剂耐药相关的分子特征,并且选择性富集在具有驱动基因突变的患者中,而不是在血液中常见 CK CTC 的患者中。一致地,治疗前血液中 HK2/CK CTC 数量或比例较大的患者治疗反应较差,无进展生存期较短。总的来说,我们的方法解决了 NSCLC 中更完整的 CTC 谱,这些 CTC 可能被用来在治疗前识别患者的预后。