早期派姆单抗清除率作为晚期非小细胞肺癌患者无反应的预后生物标志物

IF 4.7 2区 医学 Q1 ONCOLOGY
Fenna de Vries, Leila-Sophie Otten, Berber Piet, Eric J F Franssen, Arthur A J Smit, Michel M van den Heuvel, Rob Ter Heine
{"title":"早期派姆单抗清除率作为晚期非小细胞肺癌患者无反应的预后生物标志物","authors":"Fenna de Vries, Leila-Sophie Otten, Berber Piet, Eric J F Franssen, Arthur A J Smit, Michel M van den Heuvel, Rob Ter Heine","doi":"10.1002/ijc.70052","DOIUrl":null,"url":null,"abstract":"<p><p>Immune checkpoint inhibitors have improved survival rates in patients with advanced-stage non-small cell lung cancer; however, the majority obtain no long-term benefits. We investigated pembrolizumab clearance as an early prognostic biomarker and evaluated its accuracy using a limited sampling strategy. Pembrolizumab clearance was calculated using non-linear mixed effects modeling, and cut points were determined using maximally selected rank statistics. The prognostic value for survival was estimated using univariate Cox regression analysis. Sensitivity, specificity, and positive and negative predictive values were calculated to evaluate the performance in identifying response (defined as disease control at 6 months). The accuracy of a limited sampling strategy was evaluated using MPE and NRSME. Among 303 patients included, 65% experienced disease progression, and 60% died. Patients with pembrolizumab clearance above 0.232 L/day at the first dose were more likely to have disease progression (HR = 1.98, 95% CI [1.21, 3.26], p = .007) or poor survival (HR = 2.04, 95% CI [1.16, 3.59], p = .014). A diminished decrease in clearance (<15.8%) at 6 weeks was also significantly associated with progression (HR = 1.46, 95% CI [1.12, 1.92], p = .006) and poor survival (HR = 1.82, 95% CI [1.35, 2.45], p = .000). Pembrolizumab clearance showed high sensitivity (0.96, 95% CI [0.92, 0.99]), but moderate positive predictive value (0.48). Limited sampling matched comprehensive sampling accuracy (MPE = +4.5% vs. +3.2%, NRSME = 16.8% vs. 14.2%). Early pembrolizumab clearance is a feasible prognostic biomarker for survival, with opportunities to enhance its positive predictive value before clinical implementation.</p>","PeriodicalId":180,"journal":{"name":"International Journal of Cancer","volume":" ","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Early pembrolizumab clearance as prognostic biomarker for non-response in patients with advanced non-small cell lung cancer.\",\"authors\":\"Fenna de Vries, Leila-Sophie Otten, Berber Piet, Eric J F Franssen, Arthur A J Smit, Michel M van den Heuvel, Rob Ter Heine\",\"doi\":\"10.1002/ijc.70052\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Immune checkpoint inhibitors have improved survival rates in patients with advanced-stage non-small cell lung cancer; however, the majority obtain no long-term benefits. We investigated pembrolizumab clearance as an early prognostic biomarker and evaluated its accuracy using a limited sampling strategy. Pembrolizumab clearance was calculated using non-linear mixed effects modeling, and cut points were determined using maximally selected rank statistics. The prognostic value for survival was estimated using univariate Cox regression analysis. Sensitivity, specificity, and positive and negative predictive values were calculated to evaluate the performance in identifying response (defined as disease control at 6 months). The accuracy of a limited sampling strategy was evaluated using MPE and NRSME. Among 303 patients included, 65% experienced disease progression, and 60% died. Patients with pembrolizumab clearance above 0.232 L/day at the first dose were more likely to have disease progression (HR = 1.98, 95% CI [1.21, 3.26], p = .007) or poor survival (HR = 2.04, 95% CI [1.16, 3.59], p = .014). A diminished decrease in clearance (<15.8%) at 6 weeks was also significantly associated with progression (HR = 1.46, 95% CI [1.12, 1.92], p = .006) and poor survival (HR = 1.82, 95% CI [1.35, 2.45], p = .000). Pembrolizumab clearance showed high sensitivity (0.96, 95% CI [0.92, 0.99]), but moderate positive predictive value (0.48). Limited sampling matched comprehensive sampling accuracy (MPE = +4.5% vs. +3.2%, NRSME = 16.8% vs. 14.2%). Early pembrolizumab clearance is a feasible prognostic biomarker for survival, with opportunities to enhance its positive predictive value before clinical implementation.</p>\",\"PeriodicalId\":180,\"journal\":{\"name\":\"International Journal of Cancer\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-07-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Cancer\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/ijc.70052\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Cancer","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/ijc.70052","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

免疫检查点抑制剂提高了晚期非小细胞肺癌患者的生存率;然而,大多数人并没有获得长期的好处。我们研究了派姆单抗清除率作为早期预后生物标志物,并使用有限采样策略评估其准确性。使用非线性混合效应模型计算Pembrolizumab清除率,并使用最大选择的秩统计确定切点。使用单变量Cox回归分析估计生存的预后价值。计算敏感性、特异性和阳性和阴性预测值,以评估识别反应(定义为6个月时疾病控制)的表现。使用MPE和NRSME对有限采样策略的准确性进行了评估。在纳入的303名患者中,65%经历了疾病进展,60%死亡。首次给药时pembrolizumab清除率高于0.232 L/天的患者更有可能出现疾病进展(HR = 1.98, 95% CI [1.21, 3.26], p = 0.007)或生存不良(HR = 2.04, 95% CI [1.16, 3.59], p = 0.014)。清除率的减少(
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Early pembrolizumab clearance as prognostic biomarker for non-response in patients with advanced non-small cell lung cancer.

Immune checkpoint inhibitors have improved survival rates in patients with advanced-stage non-small cell lung cancer; however, the majority obtain no long-term benefits. We investigated pembrolizumab clearance as an early prognostic biomarker and evaluated its accuracy using a limited sampling strategy. Pembrolizumab clearance was calculated using non-linear mixed effects modeling, and cut points were determined using maximally selected rank statistics. The prognostic value for survival was estimated using univariate Cox regression analysis. Sensitivity, specificity, and positive and negative predictive values were calculated to evaluate the performance in identifying response (defined as disease control at 6 months). The accuracy of a limited sampling strategy was evaluated using MPE and NRSME. Among 303 patients included, 65% experienced disease progression, and 60% died. Patients with pembrolizumab clearance above 0.232 L/day at the first dose were more likely to have disease progression (HR = 1.98, 95% CI [1.21, 3.26], p = .007) or poor survival (HR = 2.04, 95% CI [1.16, 3.59], p = .014). A diminished decrease in clearance (<15.8%) at 6 weeks was also significantly associated with progression (HR = 1.46, 95% CI [1.12, 1.92], p = .006) and poor survival (HR = 1.82, 95% CI [1.35, 2.45], p = .000). Pembrolizumab clearance showed high sensitivity (0.96, 95% CI [0.92, 0.99]), but moderate positive predictive value (0.48). Limited sampling matched comprehensive sampling accuracy (MPE = +4.5% vs. +3.2%, NRSME = 16.8% vs. 14.2%). Early pembrolizumab clearance is a feasible prognostic biomarker for survival, with opportunities to enhance its positive predictive value before clinical implementation.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
13.40
自引率
3.10%
发文量
460
审稿时长
2 months
期刊介绍: The International Journal of Cancer (IJC) is the official journal of the Union for International Cancer Control—UICC; it appears twice a month. IJC invites submission of manuscripts under a broad scope of topics relevant to experimental and clinical cancer research and publishes original Research Articles and Short Reports under the following categories: -Cancer Epidemiology- Cancer Genetics and Epigenetics- Infectious Causes of Cancer- Innovative Tools and Methods- Molecular Cancer Biology- Tumor Immunology and Microenvironment- Tumor Markers and Signatures- Cancer Therapy and Prevention
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信