Quantitative Evaluation of Pharmacologic Synergy for Neoadjuvant Enfortumab Vedotin Plus Pembrolizumab in Muscle-Invasive Bladder Cancer: A Copula-Based Secondary Analysis

IF 2.9 3区 医学 Q3 UROLOGY & NEPHROLOGY
Riko Ikeda, Soichiro Yoshida, Wei Chen, Motohiro Fujiwara, Shugo Yajima, Hiroshi Fukushima, Yosuke Yasuda, Hajime Tanaka, Hiroyuki Sato, Akihiro Hirakawa, Yasuhisa Fujii
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Abstract

Objectives

Perioperative treatment with enfortumab vedotin (EV) plus pembrolizumab has demonstrated a high pathological complete response (pCR) rate in patients with cisplatin-ineligible muscle-invasive bladder cancer (MIBC). However, whether this therapeutic benefit reflects true pharmacologic synergy or can be explained by independent drug action (IDA) remains uncertain.

Methods

We analyzed data from EV-103 cohort H (EV monotherapy), the cisplatin-ineligible subset of PURE-01 (pembrolizumab monotherapy), and KEYNOTE-905/EV-303 (EV plus pembrolizumab). An IDA model incorporating a Gaussian copula was applied to estimate the predicted pCR rate of the combination therapy. The primary analysis assumed weak positive dependence between drug responses (correlation coefficient ρ = 0.24). Sensitivity analyses evaluated the observed-minus-IDA-predicted pCR difference across a continuous range of dependence assumptions (ρ = 0.00–0.99).

Results

The predicted pCR rate for EV plus pembrolizumab was 53.5%, consisting of 21.4% EV-only responders, 17.1% pembrolizumab-only responders, and 15.0% dual responders. The observed pCR rate in the KEYNOTE-905/EV-303 trial was 57.1%, corresponding to an absolute difference of 3.6 percentage points compared with the model prediction. In sensitivity analyses, the posterior median observed-minus-predicted difference increased with stronger positive dependence, but the 95% credible intervals were wide and included zero across a broad range of dependence assumptions.

Conclusions

Although modest pharmacologic synergy cannot be excluded given the uncertainty in the available data, substantial population-level pharmacologic synergy is not required to explain the high pCR observed with the combination.

新佐剂Enfortumab Vedotin联合Pembrolizumab治疗肌肉浸润性膀胱癌的药理学协同作用的定量评估:基于copula的二次分析。
目的:对不符合顺铂治疗条件的肌肉浸润性膀胱癌(MIBC)患者,采用强制维多汀(EV)联合派姆单抗(pembrolizumab)围手术期治疗具有很高的病理完全缓解(pCR)率。然而,这种治疗益处是否反映了真正的药理协同作用,或者可以通过独立药物作用(IDA)来解释,仍然不确定。方法:我们分析了EV-103队列H (EV单药治疗)、PURE-01顺铂不合格亚组(pembrolizumab单药治疗)和KEYNOTE-905/EV-303 (EV + pembrolizumab)的数据。采用一个包含高斯联结的IDA模型来估计联合治疗的预测pCR率。初步分析认为药物反应之间存在弱正相关关系(相关系数ρ = 0.24)。敏感性分析在连续的依赖假设范围内评估观察到的- ida预测的pCR差异(ρ = 0.00-0.99)。结果:EV +派姆单抗的预测pCR率为53.5%,包括21.4%的EV单抗应答者,17.1%的派姆单抗应答者和15.0%的双应答者。KEYNOTE-905/EV-303试验中观察到的pCR率为57.1%,与模型预测相比有3.6个百分点的绝对差异。在敏感性分析中,观察到的负预测差的后中位数随着正相关性的增强而增加,但95%可信区间很宽,并且在广泛的依赖性假设范围内包括零。结论:鉴于现有数据的不确定性,虽然不能排除适度的药理协同作用,但不需要大量人群水平的药理协同作用来解释联合用药观察到的高pCR。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Urology
International Journal of Urology 医学-泌尿学与肾脏学
CiteScore
4.70
自引率
11.50%
发文量
340
审稿时长
3 months
期刊介绍: International Journal of Urology is the official English language journal of the Japanese Urological Association, publishing articles of scientific excellence in urology. Submissions of papers from all countries are considered for publication. All manuscripts are subject to peer review and are judged on the basis of their contribution of original data and ideas or interpretation.
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