PO.CL01.08 · 临床研究
通过对血浆核小体进行表观遗传学分析研究非小细胞肺癌患者的治疗反应与耐药
Investigating treatment response and resistance in non-small cell lung cancer patients through epigenetic profiling of plasma nucleosomes
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
通过识别体细胞突变来检测循环肿瘤DNA(ctDNA)在监测癌症患者治疗反应方面已显示出令人鼓舞的结果。然而,基于突变的方法受到诸多因素的限制,如克隆性造血、低灵敏度以及无法检测表观遗传学肿瘤信号。基于液体活检中循环游离DNA(cfDNA)表观遗传学分析的互补方法已被开发出来,用以推断cfDNA来源细胞的基因表达谱。我们研究了针对循环核小体H3K4me3和H3K36me3组蛋白修饰的无细胞染色质免疫沉淀(cfChIP)在接受免疫治疗或靶向治疗的非小细胞肺癌(NSCLC)患者中的应用。
采用cfDNA靶向测序对ctDNA动态进行定量,以基于ctDNA清除识别对治疗有分子反应者。我们对健康个体和癌症患者进行了cfChIP,随后在基线、治疗开始后数周及进展时进行ddPCR或全基因组测序。
基线时FGD2高表达和CDH3低表达与免疫治疗的持久反应相关。cfChIP富集与ctDNA负荷相关的基因包括参与发育过程的基因,如PLCE1和VASH2。用H3K36me3 cfChIP ddPCR对MET基因活性进行纵向监测,可将crizotinib反应者与无反应者区分开来。进展时的cfChIP通过FOXG1和MT3等参与神经发育的基因的上调,提示了靶向治疗的新型耐药机制。
总之,对癌症患者血浆中cfDNA进行cfChIP-seq有可能为NSCLC治疗期间肿瘤特异性转录动态提供有价值的信息。利用这些信息可实现更早地检测耐药并指导治疗更换。
查看英文原文 English abstract
The detection of circulating tumor DNA (ctDNA) through the identification of somatic mutations has shown promising results for monitoring treatment response in cancer patients. However, mutation-based approaches are limited by factors such as clonal hematopoiesis, low sensitivity, and the inability to detect epigenetic tumor signals. Complementary approaches based on epigenetic profiling of cell-free DNA (cfDNA) in liquid biopsies have been developed to infer the gene expression profile in the cells of cfDNA origin. We investigated the application of cell-free chromatin immunoprecipitation (cfChIP) targeting H3K4me3 and H3K36me3 histone modifications of circulating nucleosomes in non-small cell lung cancer (NSCLC) patients treated with immunotherapy or targeted therapies.
ctDNA dynamics were quantified using targeted sequencing of cfDNA to identify molecular responders to treatment based on ctDNA clearance. We performed cfChIP on healthy individuals and cancer patients followed by ddPCR or whole-genome sequencing at baseline, a few weeks after treatment initiation and at progression.
High FGD2 expression and low CDH3 expression at baseline were associated with a durable response to immunotherapy. Genes, in which the cfChIP enrichment correlated with ctDNA burden included genes, such as PLCE1 and VASH2 , involved in developmental processes. Longitudinal monitoring of MET gene activity with H3K36me3 cfChIP ddPCR distinguished patients with crizotinib response from non-responders. cfChIP at progression indicated novel resistance mechanisms to targeted therapy through upregulation of genes such as FOXG1 and MT3 , involved in neural development.
In conclusion, cfChIP-seq of cfDNA present in cancer patients' plasma has potential to provide valuable information on tumor specific transcriptional dynamics during treatment in NSCLC. Harnessing this information could enable earlier detection of resistance and guide treatment switching.
利益披露 Disclosure
C. T. Maansson, None..
S. Stensgaard, None..
E. Pedersen, None..
A. L. Nielsen, None..
P. Meldgaard, None..
B. S. Sorensen, None.