PO.CL01.22 · 临床研究

循环肿瘤细胞(CTC)的纵向监测揭示了在ALK阳性NSCLC中与疾病进展和生存相关的动态CTC行为

Longitudinal monitoring of circulating tumor cells (CTC) reveals dynamic CTC behaviors associated with disease progression and survival in ALK-positive NSCLC

编号 1062 展板 2 时间 4/19 02:00–05:00 区域 Section 42 主讲 Yuru Chen, MS
分会场 Circulating Tumor Cells, Metastasis, and Dissemination Biology 1
该海报暂无可下载的资料 AACR 官方页面

作者与单位 Authors & Affiliations

Yuru Chen1, Shamileh Fouladdel1, Leah Kidder1, Yuehang Tang1, Harrison Ball1, Habib Serhan1, Zhaoping Qin1, Albert Liu1, Xu Cheng1, Liwei Bao1, Varun Kathawate1, Larua Goo1, Mary Horn1, Stacy Fry1, Aaron N. Hata2, Justin Gainor3, Jessica J. Lin4, Stuart Hinton5, Chao H. Huang6, Nathan Merrill1, Aaron M. Udager1, Peter J. Ulintz1, Angel Qin1, Sofia Merajver1, Sunitha Nagrath1

1University of Michigan, Ann Arbor, MI,2Massachusetts General Hospital, Charlestown, MA,3Harvard Medical School, Boston, MA,4Mass General Brigham Cancer Institute, Boston, MA,5Hematology Oncology, University of Kansas Hospital Authority, Kansas City, KS,6Internal Medicine / Division Hem & Oncology, University of Kansas Medical Center, Westwood, KS

摘要 Abstract

中文摘要
引言:异质性突变谱在间变性淋巴瘤激酶阳性非小细胞肺癌(ALK+ NSCLC)中很常见,尤其在疾病进展时,这支持了稳健的纵向监测以早期检测这些变化可在疾病管理中发挥作用。循环肿瘤细胞(CTC)提供了一种微创的实时监测手段。我们对CTC计数和单细胞转录组进行纵向分析,以评估其对临床反应的反映及其与进展风险的相关性。 方法:在获得知情同意后,我们从12例ALK患者采集了61份样本(每例患者2-10个时间点;11例IV期,1例III期)。使用自主研发的微流控Labyrinth装置对连续外周血样本进行CTC富集。通过对细胞角蛋白(CK)、EpCAM和波形蛋白(Vimentin)进行免疫荧光染色以识别CTC亚群。在每个采样点,由主治医师评估临床反应。对富集的CTC进行单细胞RNA测序,表征差异表达基因(DEG)、生存、轨迹状态、免疫相互作用及推断的CNV谱。 结果:接受单一TKI治疗(阿来替尼)且临床病情稳定的患者显示CTC负荷下降。既往接受过多种TKI且疾病进展的患者显示波动的动态变化。Kaplan-Meier分析显示总CTC下降(77%,p=0.016)和CK+ CTC下降(6.05%,p=0.049)与更低的进展风险显著相关。对三例IV期患者在多个时间点采集的CTC进行的scRNA-seq揭示了动态免疫群体在各次就诊之间发生变化。在所有3次就诊中,与其余免疫细胞相比,CTC中的DEG显示出EMT相关的上调(TUBB1、PPBP、ITGA2B)以及GATA2的下调,这与其在肺癌中报道的减少一致。使用TCGA队列(n=500;p=0.039),由45个持续下调基因构成的组合与生存降低相关。值得注意的是,在患者开始进展后获得的下调基因与不良生存的关联越来越显著(p=0.21、p=0.019、p=0.0067)。轨迹分析识别出两个CTC簇,较晚就诊映射到更高的伪时间状态。CNV分析揭示了特异性出现在进展时的CDK4拷贝数增加。细胞间通讯分析显示进展时CTC-B细胞相互作用减少而CTC-单核细胞相互作用增加,这可能提示抗肿瘤监视减弱和髓系支持增强。 结论:整合CTC负荷和scRNA分析的纵向监测为ALK+ NSCLC中的肿瘤演变和免疫相互作用提供了见解,有可能预示即将发生的进展,并可能有助于指导个体化治疗策略。
查看英文原文 English abstract
Introduction: Heterogeneous mutation profiles are common in anaplastic lymphoma kinase-positive non-small cell lung cancer (ALK+ NSCLC), especially upon progression, supporting that robust longitudinal monitoring to detect these changes early can play a role in disease management. Circulating tumor cells (CTCs) provide a minimally invasive modality for real-time monitoring. We longitudinally analyze CTC counts and sc-transcriptomes to assess their reflection of clinical responses and correlation with progression risk in ALK+ patients. Methods: Following informed consent, we collected 61 samples from 12 ALK patients (2-10 timepoints/patient; 11 Stage IV, 1 Stage III). Serial peripheral blood samples were processed using the in house developed microfluidic Labyrinth device for CTC enrichment. CTC subgroups were identified by immunofluorescence staining for Cytokeratin (CK), EpCAM, and Vimentin. At each sampling point, clinical response was assessed by a treating physician. Sc-RNA sequencing was performed on enriched CTCs, characterizing differentially expressed gene (DEG), survival, trajectory states, immune interactions, and inferred CNV profiles. Results: Patients receiving a single TKI treatment (Alectinib) with clinically stable disease showed decreasing CTC burden. Patients with prior exposure to multiple TKIs and progressive disease showed fluctuating dynamics. Kaplan-Meier analysis showed a decrease in total CTCs (77%, p=0.016) and a decrease in CK+ CTCs (6.05%, p=0.049) significantly correlated with lower progression risk. scRNA-seq on three Stage IV patient's CTC collected at multiple time points revealed dynamic immune populations changed between the visits. DEGs in CTC compared to the rest of immune cells in all 3 visits displayed EMT-associated upregulation (TUBB1, PPBP, ITGA2B); and downregulation of GATA2, consistent with its reported reduction in lung cancer. A composite of 45 consistently downregulated genes was correlated with reduced survival, using a TCGA cohort (n=500; p=0.039). Notably, downregulated genes obtained after the patient started progressing showed increasingly more significant associations with poor survival (p=0.21, p=0.019, p=0.0067). Trajectory analysis identified two CTC clusters, with later visits mapping to higher pseudotime states. CNV analysis revealed a CDK4 copy-gain specifically at progression. Intercellular communication analysis showed decreased CTC-B-cell and increased CTC-monocyte interactions at progression, which may suggest reduced anti-tumor surveillance and enhanced myeloid support. Conclusion: Longitudinal monitoring integrating CTC burden and scRNA analysis provides insights into tumor evolution and immune interactions in ALK+ NSCLC, potentially signaling imminent progression and may help guide personalized treatment strategies.
利益披露 Disclosure
Y. Chen, None.. S. Fouladdel, None.. L. Kidder, None.. Y. Tang, None.. H. Ball, None.. H. Serhan, None.. Z. Qin, None.. A. Liu, None.. X. Cheng, None.. L. Bao, None.. V. Kathawate, None.. L. Goo, None.. M. Horn, None.. S. Fry, None.. J. Gainor, None.. J. J. Lin, None.. S. Hinton, None.. N. Merrill, None.. A. M. Udager, None.. P. J. Ulintz, None. A. Qin, Merck Other, Research to Institution. Clovis Research to Institution. AstraZeneca Research to Institution. Xencor Research to Institution. Ascentage Research to Institution. S. Merajver, INHERET, INC. Stock, Other, Co-founder and Chief Scientific Officer.

← 返回 AACR 2026 检索