Fernando Caravaca-Fontán, Marina Alonso-Riaño, Amir Shabaka, Javier Villacorta, Alberto de Lorenzo, Luis F Quintana, Eva Rodríguez, Liliana Gadola, María Ángeles Cobo, Aniana Oliet, Milagros Sierra-Carpio, Carmen Cobelo, Elena Iglesias, Alfredo Cordón, Manuel Praga, Gema Fernández-Juárez
{"title":"药物性急性间质性肾炎后肾功能恢复的预测工具。","authors":"Fernando Caravaca-Fontán, Marina Alonso-Riaño, Amir Shabaka, Javier Villacorta, Alberto de Lorenzo, Luis F Quintana, Eva Rodríguez, Liliana Gadola, María Ángeles Cobo, Aniana Oliet, Milagros Sierra-Carpio, Carmen Cobelo, Elena Iglesias, Alfredo Cordón, Manuel Praga, Gema Fernández-Juárez","doi":"10.1093/ndt/gfaf037","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Drug-induced acute interstitial nephritis (DI-AIN) represents a common cause of acute kidney injury. Early withdrawal of the culprit drug and corticosteroid therapy remains the mainstay of treatment. This study aimed to develop and validate a predictive nomogram to assess the probability of recovery of kidney function at 6 months after treatment.</p><p><strong>Methods: </strong>A multicenter, retrospective, observational study was conducted in 13 nephrology departments. Patients with biopsy proven DI-AIN treated with corticosteroids between 1996 and 2023 were included. The dataset was randomly divided into training (n = 164) and validation (n = 60) sets. Least absolute shrinkage and selection operator regression was used to screen the main predictors of complete (creatinine increase <25% of the last value before DI-AIN) or no recovery of kidney function (serum creatinine ≥75% or need for dialysis).</p><p><strong>Results: </strong>The study group comprised 224 patients with DI-AIN: 51 (31%) in the training group and 19 (32%) in the validation set achieved complete recovery at 6 months. Conversely, 33 (20%) and 8 (13%) patients in the two sets showed no recovery at 6 months. Clinical characteristics were well balanced between training and validation sets. The selected variables were age (under/above 65 years), gender, degree of interstitial fibrosis and time to corticosteroid initiation (under/above 7 days). Based on a multivariable logistic regression model, a nomogram was developed. The area under the curve of the nomogram was 0.79 (95% confidence interval 0.71-0.88), indicating good discriminative power. Bootstrap self-sampling was performed 1000 times for validation of the model. A calibration plot revealed that the predicted outcomes aligned well with the observations. Decision curve analysis suggested that the model had clinical benefit.</p><p><strong>Conclusions: </strong>We developed and validated a nomogram to predict kidney recovery at 6 months in DI-AIN patients treated with corticosteroids. This tool helps clinicians estimate prognosis and optimize corticosteroid therapy's intensity and duration for better treatment outcomes.</p>","PeriodicalId":19078,"journal":{"name":"Nephrology Dialysis Transplantation","volume":" ","pages":"1707-1716"},"PeriodicalIF":5.6000,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A predicting tool for kidney function recovery after drug-induced acute interstitial nephritis.\",\"authors\":\"Fernando Caravaca-Fontán, Marina Alonso-Riaño, Amir Shabaka, Javier Villacorta, Alberto de Lorenzo, Luis F Quintana, Eva Rodríguez, Liliana Gadola, María Ángeles Cobo, Aniana Oliet, Milagros Sierra-Carpio, Carmen Cobelo, Elena Iglesias, Alfredo Cordón, Manuel Praga, Gema Fernández-Juárez\",\"doi\":\"10.1093/ndt/gfaf037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Drug-induced acute interstitial nephritis (DI-AIN) represents a common cause of acute kidney injury. Early withdrawal of the culprit drug and corticosteroid therapy remains the mainstay of treatment. This study aimed to develop and validate a predictive nomogram to assess the probability of recovery of kidney function at 6 months after treatment.</p><p><strong>Methods: </strong>A multicenter, retrospective, observational study was conducted in 13 nephrology departments. Patients with biopsy proven DI-AIN treated with corticosteroids between 1996 and 2023 were included. The dataset was randomly divided into training (n = 164) and validation (n = 60) sets. Least absolute shrinkage and selection operator regression was used to screen the main predictors of complete (creatinine increase <25% of the last value before DI-AIN) or no recovery of kidney function (serum creatinine ≥75% or need for dialysis).</p><p><strong>Results: </strong>The study group comprised 224 patients with DI-AIN: 51 (31%) in the training group and 19 (32%) in the validation set achieved complete recovery at 6 months. Conversely, 33 (20%) and 8 (13%) patients in the two sets showed no recovery at 6 months. Clinical characteristics were well balanced between training and validation sets. The selected variables were age (under/above 65 years), gender, degree of interstitial fibrosis and time to corticosteroid initiation (under/above 7 days). Based on a multivariable logistic regression model, a nomogram was developed. The area under the curve of the nomogram was 0.79 (95% confidence interval 0.71-0.88), indicating good discriminative power. Bootstrap self-sampling was performed 1000 times for validation of the model. A calibration plot revealed that the predicted outcomes aligned well with the observations. Decision curve analysis suggested that the model had clinical benefit.</p><p><strong>Conclusions: </strong>We developed and validated a nomogram to predict kidney recovery at 6 months in DI-AIN patients treated with corticosteroids. This tool helps clinicians estimate prognosis and optimize corticosteroid therapy's intensity and duration for better treatment outcomes.</p>\",\"PeriodicalId\":19078,\"journal\":{\"name\":\"Nephrology Dialysis Transplantation\",\"volume\":\" \",\"pages\":\"1707-1716\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-08-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nephrology Dialysis Transplantation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/ndt/gfaf037\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"TRANSPLANTATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nephrology Dialysis Transplantation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/ndt/gfaf037","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"TRANSPLANTATION","Score":null,"Total":0}
A predicting tool for kidney function recovery after drug-induced acute interstitial nephritis.
Background: Drug-induced acute interstitial nephritis (DI-AIN) represents a common cause of acute kidney injury. Early withdrawal of the culprit drug and corticosteroid therapy remains the mainstay of treatment. This study aimed to develop and validate a predictive nomogram to assess the probability of recovery of kidney function at 6 months after treatment.
Methods: A multicenter, retrospective, observational study was conducted in 13 nephrology departments. Patients with biopsy proven DI-AIN treated with corticosteroids between 1996 and 2023 were included. The dataset was randomly divided into training (n = 164) and validation (n = 60) sets. Least absolute shrinkage and selection operator regression was used to screen the main predictors of complete (creatinine increase <25% of the last value before DI-AIN) or no recovery of kidney function (serum creatinine ≥75% or need for dialysis).
Results: The study group comprised 224 patients with DI-AIN: 51 (31%) in the training group and 19 (32%) in the validation set achieved complete recovery at 6 months. Conversely, 33 (20%) and 8 (13%) patients in the two sets showed no recovery at 6 months. Clinical characteristics were well balanced between training and validation sets. The selected variables were age (under/above 65 years), gender, degree of interstitial fibrosis and time to corticosteroid initiation (under/above 7 days). Based on a multivariable logistic regression model, a nomogram was developed. The area under the curve of the nomogram was 0.79 (95% confidence interval 0.71-0.88), indicating good discriminative power. Bootstrap self-sampling was performed 1000 times for validation of the model. A calibration plot revealed that the predicted outcomes aligned well with the observations. Decision curve analysis suggested that the model had clinical benefit.
Conclusions: We developed and validated a nomogram to predict kidney recovery at 6 months in DI-AIN patients treated with corticosteroids. This tool helps clinicians estimate prognosis and optimize corticosteroid therapy's intensity and duration for better treatment outcomes.
期刊介绍:
Nephrology Dialysis Transplantation (ndt) is the leading nephrology journal in Europe and renowned worldwide, devoted to original clinical and laboratory research in nephrology, dialysis and transplantation. ndt is an official journal of the [ERA-EDTA](http://www.era-edta.org/) (European Renal Association-European Dialysis and Transplant Association). Published monthly, the journal provides an essential resource for researchers and clinicians throughout the world. All research articles in this journal have undergone peer review.
Print ISSN: 0931-0509.