{"title":"PD-1/PD-L1抑制剂治疗的原发性非小细胞肺癌患者发生AKI的风险因素分析","authors":"Jiong-Ming Ying, Feng Yan","doi":"10.52547/ijkd.7964","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>To investigate the risk factors of Programmed Cell Death Protein 1 (PD-1), Programmed Cell Death Ligand 1(PD-L1) inhibitor associated acute kidney injury (AKI) in patients with primary non-small cell lung cancer (NSCLC) and construct a predictive model.</p><p><strong>Methods: </strong>120 NSCLC patients were selected as the research subjects and their clinical data were collected. Patients were divided into AKI and Non-AKI (N-AKI) group based on the development of AKI. Exploring the risk factors of PD-1P/D-L1 inhibitor related AKI in NSCLC patients using multivariate logistic regression analysis and visualized the logistic regression analysis to obtain a nomogram model. Meanwhile, evaluate the predictive value of the model.</p><p><strong>Results: </strong>The results of multivariate analysis showed that the presence of extrarenal immune related adverse reactions (irAEs) is a risk factor for PD-1/PD-L1 inhibitor related AKI in NSCLC patients; At the same time, the risk of developing PD-1/PD-L1 inhibitor related AKI in NSCLC patients increases with increasing serum creatinine (SCr) and C-reactive protein (CRP) levels, decreasing baseline estimated glomerular filtration rate (eGFR) levels (P < .05). The analysis results of receiver operator characteristic curve (ROC), calibration curve, and decision curve show that the model has good discrimination and accuracy, and can achieve a high clinical benefit rate.</p><p><strong>Conclusion: </strong>Primary NSCLC patients with extrarenal irAEs, high levels of SCr and CRP, and low levels of eGFR have a higher risk of AKI after PD-1/PD-L1 inhibitor treatment. Establishing a predictive model with high accuracy is more conducive to early detection of high-risk patients. DOI: 10.52547/ijkd.7964.</p>","PeriodicalId":14610,"journal":{"name":"Iranian journal of kidney diseases","volume":"18 2","pages":"108-117"},"PeriodicalIF":0.8000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Risk Factors Analysis of AKI in Patients with Primary Non-small Cell Lung Cancer Treated with PD-1/PD-L1 Inhibitor.\",\"authors\":\"Jiong-Ming Ying, Feng Yan\",\"doi\":\"10.52547/ijkd.7964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>To investigate the risk factors of Programmed Cell Death Protein 1 (PD-1), Programmed Cell Death Ligand 1(PD-L1) inhibitor associated acute kidney injury (AKI) in patients with primary non-small cell lung cancer (NSCLC) and construct a predictive model.</p><p><strong>Methods: </strong>120 NSCLC patients were selected as the research subjects and their clinical data were collected. Patients were divided into AKI and Non-AKI (N-AKI) group based on the development of AKI. Exploring the risk factors of PD-1P/D-L1 inhibitor related AKI in NSCLC patients using multivariate logistic regression analysis and visualized the logistic regression analysis to obtain a nomogram model. Meanwhile, evaluate the predictive value of the model.</p><p><strong>Results: </strong>The results of multivariate analysis showed that the presence of extrarenal immune related adverse reactions (irAEs) is a risk factor for PD-1/PD-L1 inhibitor related AKI in NSCLC patients; At the same time, the risk of developing PD-1/PD-L1 inhibitor related AKI in NSCLC patients increases with increasing serum creatinine (SCr) and C-reactive protein (CRP) levels, decreasing baseline estimated glomerular filtration rate (eGFR) levels (P < .05). The analysis results of receiver operator characteristic curve (ROC), calibration curve, and decision curve show that the model has good discrimination and accuracy, and can achieve a high clinical benefit rate.</p><p><strong>Conclusion: </strong>Primary NSCLC patients with extrarenal irAEs, high levels of SCr and CRP, and low levels of eGFR have a higher risk of AKI after PD-1/PD-L1 inhibitor treatment. Establishing a predictive model with high accuracy is more conducive to early detection of high-risk patients. 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引用次数: 0
摘要
简介研究原发性非小细胞肺癌(NSCLC)患者程序性细胞死亡蛋白1(PD-1)、程序性细胞死亡配体1(PD-L1)抑制剂相关急性肾损伤(AKI)的风险因素,并构建预测模型。方法:选取 120 例 NSCLC 患者作为研究对象,收集他们的临床数据,根据 AKI 的发生情况将患者分为 AKI 组和非 AKI 组(N-AKI)。利用多变量逻辑回归分析探讨NSCLC患者PD-1P/D-L1抑制剂相关AKI的风险因素,并将逻辑回归分析结果可视化,得到提名图模型。同时,评估模型的预测价值:多变量分析结果显示,肾外免疫相关不良反应(irAEs)是NSCLC患者发生PD-1/PD-L1抑制剂相关性AKI的危险因素;同时,NSCLC患者发生PD-1/PD-L1抑制剂相关性AKI的风险随着血清肌酐(SCr)和C反应蛋白(CRP)水平的升高、基线估计肾小球滤过率(eGFR)水平的降低而增加(P<0.05)。接收者运算特征曲线(ROC)、校准曲线和决策曲线的分析结果表明,该模型具有良好的区分度和准确性,可获得较高的临床获益率:结论:PD-1/PD-L1抑制剂治疗后,肾外irAEs、SCr和CRP水平高、eGFR水平低的原发性NSCLC患者发生AKI的风险较高。建立高精度的预测模型更有利于早期发现高危患者。DOI: 10.52547/ijkd.7964.
Risk Factors Analysis of AKI in Patients with Primary Non-small Cell Lung Cancer Treated with PD-1/PD-L1 Inhibitor.
Introduction: To investigate the risk factors of Programmed Cell Death Protein 1 (PD-1), Programmed Cell Death Ligand 1(PD-L1) inhibitor associated acute kidney injury (AKI) in patients with primary non-small cell lung cancer (NSCLC) and construct a predictive model.
Methods: 120 NSCLC patients were selected as the research subjects and their clinical data were collected. Patients were divided into AKI and Non-AKI (N-AKI) group based on the development of AKI. Exploring the risk factors of PD-1P/D-L1 inhibitor related AKI in NSCLC patients using multivariate logistic regression analysis and visualized the logistic regression analysis to obtain a nomogram model. Meanwhile, evaluate the predictive value of the model.
Results: The results of multivariate analysis showed that the presence of extrarenal immune related adverse reactions (irAEs) is a risk factor for PD-1/PD-L1 inhibitor related AKI in NSCLC patients; At the same time, the risk of developing PD-1/PD-L1 inhibitor related AKI in NSCLC patients increases with increasing serum creatinine (SCr) and C-reactive protein (CRP) levels, decreasing baseline estimated glomerular filtration rate (eGFR) levels (P < .05). The analysis results of receiver operator characteristic curve (ROC), calibration curve, and decision curve show that the model has good discrimination and accuracy, and can achieve a high clinical benefit rate.
Conclusion: Primary NSCLC patients with extrarenal irAEs, high levels of SCr and CRP, and low levels of eGFR have a higher risk of AKI after PD-1/PD-L1 inhibitor treatment. Establishing a predictive model with high accuracy is more conducive to early detection of high-risk patients. DOI: 10.52547/ijkd.7964.
期刊介绍:
The Iranian Journal of Kidney Diseases (IJKD), a peer-reviewed journal in English, is the official publication of the Iranian Society of Nephrology. The aim of the IJKD is the worldwide reflection of the knowledge produced by the scientists and clinicians in nephrology. Published quarterly, the IJKD provides a new platform for advancement of the field. The journal’s objective is to serve as a focal point for debates and exchange of knowledge and experience among researchers in a global context. Original papers, case reports, and invited reviews on all aspects of the kidney diseases, hypertension, dialysis, and transplantation will be covered by the IJKD. Research on the basic science, clinical practice, and socio-economics of renal health are all welcomed by the editors of the journal.