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07 May 2025 : Original article  

[In Press] Prognostic Nutritional Index Trajectories Predict Kidney Function in Kidney Transplant Recipients: A Latent Class Growth Model Study

Xinyi Zhou1CEF, Juan Yu2BE, Ke Shi3AF, Xiaohong Guan4B, Tian Zhang5CD, Wenjing Zhao1B, Hailing Zhang1ADE

DOI: 10.12659/AOT.947388

Ann Transplant In Press; DOI: 10.12659/AOT.947388  

Available online: 2025-05-07, In Press, Corrected Proof

Publication in the "In-Press" formula aims at speeding up the public availability of the pending manuscript while waiting for the final publication. The assigned DOI number is active and citable. The availability of the article in the Medline, PubMed and PMC databases as well as Web of Science will be obtained after the final publication according to the journal schedule

Abstract

BACKGROUND
Nutritional status can be an important, dynamic determinant of clinical outcomes in kidney transplant recipients. This study investigated the trajectory and potential classes of the prognostic nutritional index (PNI) in kidney transplant recipients using a latent class growth model (LCGM), and assessed their predictive role in renal allograft function.
MATERIAL AND METHODS
This retrospective study included 257 kidney transplant recipients who received treatment in a tertiary hospital in Anhui Province from January 2019 to November 2020. Their data were collected at each 4 timepoints: T0 (pre-surgery, using the results of the recipient’s most recent laboratory test prior to transplant), T1, T2, and T3 (1, 6, and 12 months, respectively after transplant surgery). The LCGM was conducted using Mplus 8.4, and a multiple linear regression model was employed to examine the ability of PNI trajectory to predict renal allograft function.
RESULTS
Using LCGM, 2 classes of PNI patterns best fit the sample: the low PNI slow growth group (C1, n=122,47.5%) and the high PNI fast growth group (C2, n=135, 52.5%). The linear regression showed that being a woman and being in the high PNI fast growth group were negative predictors of a high creatinine level (B=-35.946, P<0.001; B=-15.147, P=0.023).
CONCLUSIONS
There were 2 trajectories of PNI in the sample, with lower creatinine values 1 year after transplantation in the high PNI fast growth class. The initial level and developmental rate of PNI can positively predict renal allograft function. PNI may serve as a prognostic marker for renal allograft function in kidney transplant recipients.

Keywords: Nutrition Assessment; Kidney Transplantation; Creatinine

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Original article  

Prognostic Nutritional Index Trajectories Predict Kidney Function in Kidney Transplant Recipients: A Latent...

Ann Transplant In Press; DOI: 10.12659/AOT.947388  

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Annals of Transplantation eISSN: 2329-0358
Annals of Transplantation eISSN: 2329-0358