Predictive Value of Nutritional Scores for Contrast-Induced Acute Kidney Injury in Patients with Type 2 Diabetes Mellitus

The present study aimed to evaluate the predictive value of 3 nutritional scores-the Controlling Nutritional Status (CONUT) score, Geriatric Nutritional Risk Index (GNRI), and Prognostic Nutritional Index (PNI)-for contrast-induced acute kidney injury (CI-AKI) in patients with type 2 diabetes mellitus (T2DM). A total of 2043 T2DM patients undergoing coronary angiography or intervention at Nanjing First Hospital (2021-2023) were retrospectively analyzed. Multivariable logistic regression identified independent risk factors, and receiver operating characteristic curves assessed predictive performance. CI-AKI occurred in 13.4% of patients. Female sex, elevated systolic blood pressure, increased neutrophil count, hyperglycemia, hematuria, diuretic use, and lower GNRI and PNI were independently associated with CI-AKI. Among the nutritional indices, PNI had the highest predictive value (AUC = .871), outperforming GNRI (AUC = .755) and CONUT (AUC = .547). Combining PNI or GNRI with clinical variables further improved predictive accuracy (AUC = .899 and .818, respectively). Restricted cubic spline analysis revealed nonlinear risk thresholds (PNI <38, GNRI < 92). GNRI and PNI are effective predictors of CI-AKI and may aid in early risk stratification and clinical intervention among T2DM patients, with PNI demonstrating superior performance.

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Journal
Angiology
Published
2026-01-29
DOI
https://doi.org/10.1177/00033197251399868
Primary Topic
Acute Kidney Injury Research
Type
article
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article

Predictive Value of Nutritional Scores for Contrast-Induced Acute Kidney Injury in Patients with Type 2 Diabetes Mellitus

Danning Guo, Zhuo Zhen, Changchun Cao, Xia Du et al.
Angiology
Acute Kidney Injury Research
article

Predictive Value of Nutritional Scores for Contrast-Induced Acute Kidney Injury in Patients with Type 2 Diabetes Mellitus

Danning Guo, Zhuo Zhen, Changchun Cao, Xia Du, Ruihan Liu, Ziyi Qiu, Mengqing Ma
article en

Abstract

The present study aimed to evaluate the predictive value of 3 nutritional scores-the Controlling Nutritional Status (CONUT) score, Geriatric Nutritional Risk Index (GNRI), and Prognostic Nutritional Index (PNI)-for contrast-induced acute kidney injury (CI-AKI) in patients with type 2 diabetes mellitus (T2DM). A total of 2043 T2DM patients undergoing coronary angiography or intervention at Nanjing First Hospital (2021-2023) were retrospectively analyzed. Multivariable logistic regression identified independent risk factors, and receiver operating characteristic curves assessed predictive performance. CI-AKI occurred in 13.4% of patients. Female sex, elevated systolic blood pressure, increased neutrophil count, hyperglycemia, hematuria, diuretic use, and lower GNRI and PNI were independently associated with CI-AKI. Among the nutritional indices, PNI had the highest predictive value (AUC = .871), outperforming GNRI (AUC = .755) and CONUT (AUC = .547). Combining PNI or GNRI with clinical variables further improved predictive accuracy (AUC = .899 and .818, respectively). Restricted cubic spline analysis revealed nonlinear risk thresholds (PNI <38, GNRI < 92). GNRI and PNI are effective predictors of CI-AKI and may aid in early risk stratification and clinical intervention among T2DM patients, with PNI demonstrating superior performance.

Angiology
Xuzhou Medical College (CN), Xuzhou No.1 People's Hospital (CN), Nanjing Medical University (CN)
Zero hunger
Openalex Percentile: Top 76%
Acute Kidney Injury Research
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Predictive Value of Nutritional Scores for Contrast-Induced Acute Kidney Injury in Patients with Type 2 Diabetes Mellitus — Danning Guo, Zhuo Zhen, et al. · Angiology (2026) | TGRS Research Map | TGRS