{"title":"肾衰竭风险方程和中性粒细胞明胶酶相关脂钙素对中国人群慢性肾病进展的预测价值——一项回顾性研究","authors":"Liu Shi, Youxin Liao, Yue Chen","doi":"10.2147/IJGM.S497268","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To analyze the independent associations of the Kidney Failure Risk Equation (KFRE) and neutrophil gelatinase-associated lipocalin (NGAL) with end-stage renal disease (ESRD) among patients with chronic kidney disease (CKD) stages 3-5 in China and evaluate their predictive values for ESRD.</p><p><strong>Patients and methods: </strong>A total of 716 patients with CKD stages 3-5 at the time of the initial renal medicine referral were retrospectively enrolled, and the study outcome was the observed incidence of ESRD at 2 years after the initial referral. Baseline characteristics were collected, and relevant laboratory indexes, including neutrophil gelatinase-associated lipocalin (NGAL), were detected. The binary <i>logistic</i> regression model was used to analyze the independent associations, and the receiver operating characteristic (ROC) curve was used to assess the predictive values.</p><p><strong>Results: </strong>The 2-year incidence of ESRD was 20.5% (147/716). The 4-variable KFRE, 8-variable KFRE and NGAL were independently associated with ESRD after adjusting for potential confounding factors. The AUCs of the 4-variable KFRE, 8-variable KFRE and NGAL for predicting ESRD among patients with CKD stages 3-5 were 0.711 [standard error (<i>SE</i>): 0.026, 95% confidence interval (<i>CI</i>): 0.662-0.761], 0.725 (<i>SE</i>: 0.025, 95% <i>CI</i>: 0.677-0.774) and 0.736 (<i>SE</i>: 0.024, 95% <i>CI</i>: 0.686-0.785), respectively. The AUC of the 4-variable KFRE plus NGAL was significantly higher than those of the 4-variable KFRE and NGAL alone (0.900 vs 0.711, <i>Z</i> = 6.297, <i>P</i> < 0.001; 0.900 vs 0.736, <i>Z</i> = 5.795, <i>P</i> < 0.001), and the AUC of the 8-variable KFRE plus NGAL was also significantly higher than those of the 8-variable KFRE and NGAL alone (0.911 vs 0.725, <i>Z</i> = 6.491, <i>P</i> < 0.001; 0.911 vs 0.736, <i>Z</i> = 6.298, <i>P</i> < 0.001).</p><p><strong>Conclusion: </strong>The KFRE was able to independently predict progression of CKD stage 3-5 to ESRD in Chinese population. The addition of NGAL to the KFRE was able to elevate the predictive value when applied in predicting 2-year ESRD.</p>","PeriodicalId":14131,"journal":{"name":"International Journal of General Medicine","volume":"17 ","pages":"6557-6565"},"PeriodicalIF":2.1000,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11697685/pdf/","citationCount":"0","resultStr":"{\"title\":\"Predictive Value of Kidney Failure Risk Equation and Neutrophil Gelatinase-Associated Lipocalin for Chronic Kidney Disease Progression in Chinese Population - A Retrospective Study.\",\"authors\":\"Liu Shi, Youxin Liao, Yue Chen\",\"doi\":\"10.2147/IJGM.S497268\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To analyze the independent associations of the Kidney Failure Risk Equation (KFRE) and neutrophil gelatinase-associated lipocalin (NGAL) with end-stage renal disease (ESRD) among patients with chronic kidney disease (CKD) stages 3-5 in China and evaluate their predictive values for ESRD.</p><p><strong>Patients and methods: </strong>A total of 716 patients with CKD stages 3-5 at the time of the initial renal medicine referral were retrospectively enrolled, and the study outcome was the observed incidence of ESRD at 2 years after the initial referral. Baseline characteristics were collected, and relevant laboratory indexes, including neutrophil gelatinase-associated lipocalin (NGAL), were detected. The binary <i>logistic</i> regression model was used to analyze the independent associations, and the receiver operating characteristic (ROC) curve was used to assess the predictive values.</p><p><strong>Results: </strong>The 2-year incidence of ESRD was 20.5% (147/716). The 4-variable KFRE, 8-variable KFRE and NGAL were independently associated with ESRD after adjusting for potential confounding factors. The AUCs of the 4-variable KFRE, 8-variable KFRE and NGAL for predicting ESRD among patients with CKD stages 3-5 were 0.711 [standard error (<i>SE</i>): 0.026, 95% confidence interval (<i>CI</i>): 0.662-0.761], 0.725 (<i>SE</i>: 0.025, 95% <i>CI</i>: 0.677-0.774) and 0.736 (<i>SE</i>: 0.024, 95% <i>CI</i>: 0.686-0.785), respectively. The AUC of the 4-variable KFRE plus NGAL was significantly higher than those of the 4-variable KFRE and NGAL alone (0.900 vs 0.711, <i>Z</i> = 6.297, <i>P</i> < 0.001; 0.900 vs 0.736, <i>Z</i> = 5.795, <i>P</i> < 0.001), and the AUC of the 8-variable KFRE plus NGAL was also significantly higher than those of the 8-variable KFRE and NGAL alone (0.911 vs 0.725, <i>Z</i> = 6.491, <i>P</i> < 0.001; 0.911 vs 0.736, <i>Z</i> = 6.298, <i>P</i> < 0.001).</p><p><strong>Conclusion: </strong>The KFRE was able to independently predict progression of CKD stage 3-5 to ESRD in Chinese population. The addition of NGAL to the KFRE was able to elevate the predictive value when applied in predicting 2-year ESRD.</p>\",\"PeriodicalId\":14131,\"journal\":{\"name\":\"International Journal of General Medicine\",\"volume\":\"17 \",\"pages\":\"6557-6565\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2024-12-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11697685/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of General Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2147/IJGM.S497268\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of General Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2147/IJGM.S497268","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
摘要
目的:分析中国慢性肾脏疾病(CKD) 3-5期患者肾衰竭风险方程(KFRE)和中性粒细胞明胶酶相关脂钙素(NGAL)与终末期肾脏疾病(ESRD)的独立相关性,并评估其对ESRD的预测价值。患者和方法:回顾性纳入716例首次肾脏医学转诊时CKD 3-5期患者,研究结果为首次转诊后2年观察到的ESRD发生率。收集基线特征,并检测相关实验室指标,包括中性粒细胞明胶酶相关脂钙蛋白(NGAL)。采用二元logistic回归模型分析独立相关性,采用受试者工作特征(ROC)曲线评估预测值。结果:2年ESRD发生率为20.5%(147/716)。调整潜在混杂因素后,4变量KFRE、8变量KFRE和NGAL与ESRD独立相关。4变量KFRE、8变量KFRE和NGAL预测CKD 3-5期患者ESRD的auc分别为0.711[标准误差(SE): 0.026, 95%可信区间(CI): 0.662-0.761]、0.725 (SE: 0.025, 95% CI: 0.677-0.774)和0.736 (SE: 0.024, 95% CI: 0.686-0.785)。4变量KFRE + NGAL的AUC显著高于4变量KFRE + NGAL的AUC (0.900 vs 0.711, Z = 6.297, P < 0.001;0.900 vs 0.736, Z = 5.795, P < 0.001), 8变量KFRE + NGAL的AUC也显著高于8变量KFRE + NGAL的AUC (0.911 vs 0.725, Z = 6.491, P < 0.001;0.911 vs 0.736, Z = 6.298, P < 0.001)。结论:KFRE能够独立预测中国人群CKD 3-5期至ESRD的进展。在KFRE中加入NGAL能够提高预测2年ESRD的预测值。
Predictive Value of Kidney Failure Risk Equation and Neutrophil Gelatinase-Associated Lipocalin for Chronic Kidney Disease Progression in Chinese Population - A Retrospective Study.
Objective: To analyze the independent associations of the Kidney Failure Risk Equation (KFRE) and neutrophil gelatinase-associated lipocalin (NGAL) with end-stage renal disease (ESRD) among patients with chronic kidney disease (CKD) stages 3-5 in China and evaluate their predictive values for ESRD.
Patients and methods: A total of 716 patients with CKD stages 3-5 at the time of the initial renal medicine referral were retrospectively enrolled, and the study outcome was the observed incidence of ESRD at 2 years after the initial referral. Baseline characteristics were collected, and relevant laboratory indexes, including neutrophil gelatinase-associated lipocalin (NGAL), were detected. The binary logistic regression model was used to analyze the independent associations, and the receiver operating characteristic (ROC) curve was used to assess the predictive values.
Results: The 2-year incidence of ESRD was 20.5% (147/716). The 4-variable KFRE, 8-variable KFRE and NGAL were independently associated with ESRD after adjusting for potential confounding factors. The AUCs of the 4-variable KFRE, 8-variable KFRE and NGAL for predicting ESRD among patients with CKD stages 3-5 were 0.711 [standard error (SE): 0.026, 95% confidence interval (CI): 0.662-0.761], 0.725 (SE: 0.025, 95% CI: 0.677-0.774) and 0.736 (SE: 0.024, 95% CI: 0.686-0.785), respectively. The AUC of the 4-variable KFRE plus NGAL was significantly higher than those of the 4-variable KFRE and NGAL alone (0.900 vs 0.711, Z = 6.297, P < 0.001; 0.900 vs 0.736, Z = 5.795, P < 0.001), and the AUC of the 8-variable KFRE plus NGAL was also significantly higher than those of the 8-variable KFRE and NGAL alone (0.911 vs 0.725, Z = 6.491, P < 0.001; 0.911 vs 0.736, Z = 6.298, P < 0.001).
Conclusion: The KFRE was able to independently predict progression of CKD stage 3-5 to ESRD in Chinese population. The addition of NGAL to the KFRE was able to elevate the predictive value when applied in predicting 2-year ESRD.
期刊介绍:
The International Journal of General Medicine is an international, peer-reviewed, open access journal that focuses on general and internal medicine, pathogenesis, epidemiology, diagnosis, monitoring and treatment protocols. The journal is characterized by the rapid reporting of reviews, original research and clinical studies across all disease areas.
A key focus of the journal is the elucidation of disease processes and management protocols resulting in improved outcomes for the patient. Patient perspectives such as satisfaction, quality of life, health literacy and communication and their role in developing new healthcare programs and optimizing clinical outcomes are major areas of interest for the journal.
As of 1st April 2019, the International Journal of General Medicine will no longer consider meta-analyses for publication.