Zhangwei Hu, Yi Chen, Renqiang Ma, Wei Sun, Lin Chen, Zhimou Cai, Weiping Wen, Wenbin Lei
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At present, it is unclear whether the addition of pembrolizumab could increase the ORR or not.</p><p><strong>Objective: </strong>To investigate whether the addition of pembrolizumab could increase the ORR, and to develop a nomogram to predict the response of pembrolizumab addition.</p><p><strong>Design: </strong>Retrospective cohort study.</p><p><strong>Setting: </strong>This study was conducted at a single institution.</p><p><strong>Participants: </strong>This study included 129 patients who conformed to the inclusion criteria.</p><p><strong>Intervention or exposures: </strong>NACT with or without pembrolizumab for patients with LA-HPSCC.</p><p><strong>Main outcome measures: </strong>The ORR was analyzed according to the RECIST 1.1 criteria and a nomogram was developed based on least absolute shrinkage and selection operator and multivariable Cox regression analysis. Predictive accuracy and discriminative ability of the nomogram were evaluated by receiver operating characteristics, precision recall, calibration curves, and decision curve analysis.</p><p><strong>Results: </strong>Eighty-two patients received NACT and 47 also received pembrolizumab. ORR was higher in patients receiving additional pembrolizumab (66.0% vs 47.6%, χ<sup>2</sup> = 4.074, <i>P</i> = .044). The nomogram identified pretreatment levels of lymphocytes and red blood cells as independent predictors of a high ORR, while basophil levels were an independent predictor of a low ORR. Calibration curve showed that the nomogram-based predictions corresponded well with actual observations. C-index of the nomogram was 0.925 (0.848-1.002) and the area under curve was 0.925. Decision curve analysis affirmed that the nomogram had important clinical value.</p><p><strong>Conclusions and relevance: </strong>Pembrolizumab could improve the ORR in LA-HPSCC patients treated with NACT. Furthermore, a risk-prediction nomogram incorporating readily assessable routine pretreatment blood parameters can accurately estimate the response to NACT with pembrolizumab, leading to precise treatment and minimizing the waste of medical resources.</p>","PeriodicalId":16615,"journal":{"name":"Journal of Otolaryngology - Head & Neck Surgery","volume":"54 ","pages":"19160216251318255"},"PeriodicalIF":2.6000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11807280/pdf/","citationCount":"0","resultStr":"{\"title\":\"Nomogram Prediction of Response to Neoadjuvant Chemotherapy Plus Pembrolizumab in Locally Advanced Hypopharyngeal Squamous Cell Carcinoma.\",\"authors\":\"Zhangwei Hu, Yi Chen, Renqiang Ma, Wei Sun, Lin Chen, Zhimou Cai, Weiping Wen, Wenbin Lei\",\"doi\":\"10.1177/19160216251318255\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Importance: </strong>The objective response (ORR) rate in patients with locally advanced hypopharyngeal squamous cell-carcinoma (LA-HPSCC) following neoadjuvant chemotherapy (NACT) of albumin-bound paclitaxel plus carboplatin is low. At present, it is unclear whether the addition of pembrolizumab could increase the ORR or not.</p><p><strong>Objective: </strong>To investigate whether the addition of pembrolizumab could increase the ORR, and to develop a nomogram to predict the response of pembrolizumab addition.</p><p><strong>Design: </strong>Retrospective cohort study.</p><p><strong>Setting: </strong>This study was conducted at a single institution.</p><p><strong>Participants: </strong>This study included 129 patients who conformed to the inclusion criteria.</p><p><strong>Intervention or exposures: </strong>NACT with or without pembrolizumab for patients with LA-HPSCC.</p><p><strong>Main outcome measures: </strong>The ORR was analyzed according to the RECIST 1.1 criteria and a nomogram was developed based on least absolute shrinkage and selection operator and multivariable Cox regression analysis. Predictive accuracy and discriminative ability of the nomogram were evaluated by receiver operating characteristics, precision recall, calibration curves, and decision curve analysis.</p><p><strong>Results: </strong>Eighty-two patients received NACT and 47 also received pembrolizumab. ORR was higher in patients receiving additional pembrolizumab (66.0% vs 47.6%, χ<sup>2</sup> = 4.074, <i>P</i> = .044). The nomogram identified pretreatment levels of lymphocytes and red blood cells as independent predictors of a high ORR, while basophil levels were an independent predictor of a low ORR. Calibration curve showed that the nomogram-based predictions corresponded well with actual observations. C-index of the nomogram was 0.925 (0.848-1.002) and the area under curve was 0.925. Decision curve analysis affirmed that the nomogram had important clinical value.</p><p><strong>Conclusions and relevance: </strong>Pembrolizumab could improve the ORR in LA-HPSCC patients treated with NACT. 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引用次数: 0
摘要
重要性:局部晚期下咽鳞状细胞癌(LA-HPSCC)患者接受白蛋白结合紫杉醇加卡铂新辅助化疗(NACT)后的客观缓解率(ORR)较低。目前尚不清楚pembrolizumab的加入是否会增加ORR。目的:探讨加用派姆单抗是否会增加ORR,并建立预测加用派姆单抗疗效的nomogram。设计:回顾性队列研究。环境:本研究在单一机构进行。参与者:本研究纳入符合纳入标准的129例患者。干预或暴露:NACT联合或不联合派姆单抗治疗LA-HPSCC患者。主要结局指标:ORR根据RECIST 1.1标准进行分析,并根据最小绝对收缩、选择算子和多变量Cox回归分析建立nomogram。通过受试者工作特征、查全率、校准曲线和决策曲线分析来评价nomogram预测准确度和判别能力。结果:82例患者接受NACT治疗,47例患者同时接受派姆单抗治疗。额外接受派姆单抗治疗的患者ORR更高(66.0% vs 47.6%, χ2 = 4.074, P = 0.044)。nomogram发现淋巴细胞和红细胞预处理水平是高ORR的独立预测因子,而嗜碱性细胞水平是低ORR的独立预测因子。校正曲线表明,基于模态图的预测与实际观测值吻合较好。图c指数为0.925(0.848 ~ 1.002),曲线下面积为0.925。决策曲线分析证实了该图具有重要的临床价值。结论及相关性:Pembrolizumab可改善NACT治疗的LA-HPSCC患者的ORR。此外,包含易于评估的常规预处理血液参数的风险预测图可以准确估计派姆单抗对NACT的反应,从而实现精确治疗并最大限度地减少医疗资源的浪费。
Nomogram Prediction of Response to Neoadjuvant Chemotherapy Plus Pembrolizumab in Locally Advanced Hypopharyngeal Squamous Cell Carcinoma.
Importance: The objective response (ORR) rate in patients with locally advanced hypopharyngeal squamous cell-carcinoma (LA-HPSCC) following neoadjuvant chemotherapy (NACT) of albumin-bound paclitaxel plus carboplatin is low. At present, it is unclear whether the addition of pembrolizumab could increase the ORR or not.
Objective: To investigate whether the addition of pembrolizumab could increase the ORR, and to develop a nomogram to predict the response of pembrolizumab addition.
Design: Retrospective cohort study.
Setting: This study was conducted at a single institution.
Participants: This study included 129 patients who conformed to the inclusion criteria.
Intervention or exposures: NACT with or without pembrolizumab for patients with LA-HPSCC.
Main outcome measures: The ORR was analyzed according to the RECIST 1.1 criteria and a nomogram was developed based on least absolute shrinkage and selection operator and multivariable Cox regression analysis. Predictive accuracy and discriminative ability of the nomogram were evaluated by receiver operating characteristics, precision recall, calibration curves, and decision curve analysis.
Results: Eighty-two patients received NACT and 47 also received pembrolizumab. ORR was higher in patients receiving additional pembrolizumab (66.0% vs 47.6%, χ2 = 4.074, P = .044). The nomogram identified pretreatment levels of lymphocytes and red blood cells as independent predictors of a high ORR, while basophil levels were an independent predictor of a low ORR. Calibration curve showed that the nomogram-based predictions corresponded well with actual observations. C-index of the nomogram was 0.925 (0.848-1.002) and the area under curve was 0.925. Decision curve analysis affirmed that the nomogram had important clinical value.
Conclusions and relevance: Pembrolizumab could improve the ORR in LA-HPSCC patients treated with NACT. Furthermore, a risk-prediction nomogram incorporating readily assessable routine pretreatment blood parameters can accurately estimate the response to NACT with pembrolizumab, leading to precise treatment and minimizing the waste of medical resources.
期刊介绍:
Journal of Otolaryngology-Head & Neck Surgery is an open access, peer-reviewed journal publishing on all aspects and sub-specialties of otolaryngology-head & neck surgery, including pediatric and geriatric otolaryngology, rhinology & anterior skull base surgery, otology/neurotology, facial plastic & reconstructive surgery, head & neck oncology, and maxillofacial rehabilitation, as well as a broad range of related topics.