Andrea C Kakouri, Maria Spiliotaki, Eleni M Loizidou, Ioannis Stylianou, Elisavet Papageorgiou, Christina G Panayi, Andreas I Constantinou, Haris Charalambous, Constantinos Deltas, Gregory Papagregoriou
{"title":"利用循环肿瘤DNA和循环肿瘤细胞监测转移性非小细胞肺癌患者的派姆单抗反应。","authors":"Andrea C Kakouri, Maria Spiliotaki, Eleni M Loizidou, Ioannis Stylianou, Elisavet Papageorgiou, Christina G Panayi, Andreas I Constantinou, Haris Charalambous, Constantinos Deltas, Gregory Papagregoriou","doi":"10.21037/tlcr-2024-1095","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Liquid biopsy, in the form of cell-free-DNA (cfDNA), circulating-tumour-DNA (ctDNA), and circulating tumour cells (CTCs) can be used to monitor the efficacy of systemic therapy. We investigated the predictive value of these markers in patients with advanced non-small cell lung cancer (aNSCLC) treated with pembrolizumab within a prospective phase-II maintenance study of pembrolizumab post-platinum-doublet-chemotherapy (NCT02705820).</p><p><strong>Methods: </strong>Plasma-derived cfDNA was evaluated in 125 patients' plasma samples at baseline (t0), after 3 weeks (t1), 6 weeks (t2) and 9 weeks (t3) from 46 individuals and analysed by next-generation sequencing to identify and quantify somatic mutations. CTCs were detected in peripheral blood mononuclear cells and characterised according to programme death-ligand 1 (PD-L1) and Ki67.</p><p><strong>Results: </strong>Patients presenting cfDNA increase at t2 had shorter progression-free survival (PFS; 2.05 <i>vs</i>. 6.1 months, P=0.04) and overall survival (OS; 8.35 <i>vs</i>. 20.0 months, P=0.004) than those with decreased cfDNA. Somatic mutations were found in 58.14% of patients in <i>TP53</i>, <i>EGFR</i>, <i>KRAS</i>, <i>ALK</i>, <i>PI3KCA</i> and <i>MAP2K1</i> genes. Patients with >50% decrease or clearance in ctDNA from baseline to early treatment had 3.34 times lower risk for progression and improved survival outcomes (P=0.03). A high Ki67 CTC-index negatively affected PFS [hazard ratio (HR) =10.13, P=0.03] and OS (HR =6.1, P=0.01). Combining ctDNA dynamics and Ki67 was superior to any single marker in identifying patients with disease progression, with a sensitivity of 88.2% at t0 and 70% at t2 and a false-positive rate of 30.4% at t0 and 11.1% at t2.</p><p><strong>Conclusions: </strong>Monitoring ctDNA mutation dynamics during early treatment could serve as a promising real-time predictor of response. Moreover, combining ctDNA-dynamics with Ki67 provides enhanced predictive accuracy for progression, supporting the importance of more holistic multifactorial analyses in the prediction of immunotherapy response in aNSCLC.</p>","PeriodicalId":23271,"journal":{"name":"Translational lung cancer research","volume":"14 6","pages":"1945-1960"},"PeriodicalIF":3.5000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12261352/pdf/","citationCount":"0","resultStr":"{\"title\":\"Monitoring pembrolizumab response in patients with metastatic non-small cell lung cancer using circulating tumour DNA and circulating tumour cells.\",\"authors\":\"Andrea C Kakouri, Maria Spiliotaki, Eleni M Loizidou, Ioannis Stylianou, Elisavet Papageorgiou, Christina G Panayi, Andreas I Constantinou, Haris Charalambous, Constantinos Deltas, Gregory Papagregoriou\",\"doi\":\"10.21037/tlcr-2024-1095\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Liquid biopsy, in the form of cell-free-DNA (cfDNA), circulating-tumour-DNA (ctDNA), and circulating tumour cells (CTCs) can be used to monitor the efficacy of systemic therapy. We investigated the predictive value of these markers in patients with advanced non-small cell lung cancer (aNSCLC) treated with pembrolizumab within a prospective phase-II maintenance study of pembrolizumab post-platinum-doublet-chemotherapy (NCT02705820).</p><p><strong>Methods: </strong>Plasma-derived cfDNA was evaluated in 125 patients' plasma samples at baseline (t0), after 3 weeks (t1), 6 weeks (t2) and 9 weeks (t3) from 46 individuals and analysed by next-generation sequencing to identify and quantify somatic mutations. CTCs were detected in peripheral blood mononuclear cells and characterised according to programme death-ligand 1 (PD-L1) and Ki67.</p><p><strong>Results: </strong>Patients presenting cfDNA increase at t2 had shorter progression-free survival (PFS; 2.05 <i>vs</i>. 6.1 months, P=0.04) and overall survival (OS; 8.35 <i>vs</i>. 20.0 months, P=0.004) than those with decreased cfDNA. Somatic mutations were found in 58.14% of patients in <i>TP53</i>, <i>EGFR</i>, <i>KRAS</i>, <i>ALK</i>, <i>PI3KCA</i> and <i>MAP2K1</i> genes. Patients with >50% decrease or clearance in ctDNA from baseline to early treatment had 3.34 times lower risk for progression and improved survival outcomes (P=0.03). A high Ki67 CTC-index negatively affected PFS [hazard ratio (HR) =10.13, P=0.03] and OS (HR =6.1, P=0.01). Combining ctDNA dynamics and Ki67 was superior to any single marker in identifying patients with disease progression, with a sensitivity of 88.2% at t0 and 70% at t2 and a false-positive rate of 30.4% at t0 and 11.1% at t2.</p><p><strong>Conclusions: </strong>Monitoring ctDNA mutation dynamics during early treatment could serve as a promising real-time predictor of response. Moreover, combining ctDNA-dynamics with Ki67 provides enhanced predictive accuracy for progression, supporting the importance of more holistic multifactorial analyses in the prediction of immunotherapy response in aNSCLC.</p>\",\"PeriodicalId\":23271,\"journal\":{\"name\":\"Translational lung cancer research\",\"volume\":\"14 6\",\"pages\":\"1945-1960\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12261352/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Translational lung cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.21037/tlcr-2024-1095\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/6/26 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational lung cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tlcr-2024-1095","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/26 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:液体活检,以游离细胞dna (cfDNA)、循环肿瘤dna (ctDNA)和循环肿瘤细胞(CTCs)的形式可用于监测全身治疗的疗效。在一项派姆单抗铂双药化疗后(NCT02705820)的前瞻性ii期维持研究中,我们研究了这些标志物在派姆单抗治疗的晚期非小细胞肺癌(aNSCLC)患者中的预测价值。方法:对来自46例患者的125例血浆样本在基线(t0)、3周(t1)、6周(t2)和9周(t3)时进行血浆来源的cfDNA评估,并通过下一代测序进行分析,以鉴定和量化体细胞突变。在外周血单核细胞中检测到ctc,并根据程序死亡配体1 (PD-L1)和Ki67进行表征。结果:在t2时出现cfDNA升高的患者无进展生存期(PFS)较短;2.05 vs. 6.1个月,P=0.04)和总生存期(OS;8.35 vs. 20.0个月,P=0.004)。58.14%的患者在TP53、EGFR、KRAS、ALK、PI3KCA和MAP2K1基因中发现体细胞突变。从基线到早期治疗,ctDNA减少或清除50%的患者进展风险降低3.34倍,生存结果改善(P=0.03)。高Ki67 ctc指数对PFS(风险比(HR) =10.13, P=0.03)和OS (HR =6.1, P=0.01)有负面影响。结合ctDNA动力学和Ki67在识别疾病进展方面优于任何单一标志物,在t0和t2时的敏感性为88.2%和70%,在t0和t2时的假阳性率为30.4%和11.1%。结论:在治疗早期监测ctDNA突变动态可以作为一个有希望的实时预测反应。此外,将ctdna动力学与Ki67结合可以提高对进展的预测准确性,支持更全面的多因素分析在预测aNSCLC免疫治疗反应中的重要性。
Monitoring pembrolizumab response in patients with metastatic non-small cell lung cancer using circulating tumour DNA and circulating tumour cells.
Background: Liquid biopsy, in the form of cell-free-DNA (cfDNA), circulating-tumour-DNA (ctDNA), and circulating tumour cells (CTCs) can be used to monitor the efficacy of systemic therapy. We investigated the predictive value of these markers in patients with advanced non-small cell lung cancer (aNSCLC) treated with pembrolizumab within a prospective phase-II maintenance study of pembrolizumab post-platinum-doublet-chemotherapy (NCT02705820).
Methods: Plasma-derived cfDNA was evaluated in 125 patients' plasma samples at baseline (t0), after 3 weeks (t1), 6 weeks (t2) and 9 weeks (t3) from 46 individuals and analysed by next-generation sequencing to identify and quantify somatic mutations. CTCs were detected in peripheral blood mononuclear cells and characterised according to programme death-ligand 1 (PD-L1) and Ki67.
Results: Patients presenting cfDNA increase at t2 had shorter progression-free survival (PFS; 2.05 vs. 6.1 months, P=0.04) and overall survival (OS; 8.35 vs. 20.0 months, P=0.004) than those with decreased cfDNA. Somatic mutations were found in 58.14% of patients in TP53, EGFR, KRAS, ALK, PI3KCA and MAP2K1 genes. Patients with >50% decrease or clearance in ctDNA from baseline to early treatment had 3.34 times lower risk for progression and improved survival outcomes (P=0.03). A high Ki67 CTC-index negatively affected PFS [hazard ratio (HR) =10.13, P=0.03] and OS (HR =6.1, P=0.01). Combining ctDNA dynamics and Ki67 was superior to any single marker in identifying patients with disease progression, with a sensitivity of 88.2% at t0 and 70% at t2 and a false-positive rate of 30.4% at t0 and 11.1% at t2.
Conclusions: Monitoring ctDNA mutation dynamics during early treatment could serve as a promising real-time predictor of response. Moreover, combining ctDNA-dynamics with Ki67 provides enhanced predictive accuracy for progression, supporting the importance of more holistic multifactorial analyses in the prediction of immunotherapy response in aNSCLC.
期刊介绍:
Translational Lung Cancer Research(TLCR, Transl Lung Cancer Res, Print ISSN 2218-6751; Online ISSN 2226-4477) is an international, peer-reviewed, open-access journal, which was founded in March 2012. TLCR is indexed by PubMed/PubMed Central and the Chemical Abstracts Service (CAS) Databases. It is published quarterly the first year, and published bimonthly since February 2013. It provides practical up-to-date information on prevention, early detection, diagnosis, and treatment of lung cancer. Specific areas of its interest include, but not limited to, multimodality therapy, markers, imaging, tumor biology, pathology, chemoprevention, and technical advances related to lung cancer.