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Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation
BACKGROUND: Delayed graft function (DGF) commonly occurs after kidney transplantation, but no clinical predictors for guiding post-transplant management are available. MATERIALS AND METHODS: Data including demographics, surgery, anesthesia, postoperative day 1 serum cystatin C (S-CysC) level, kidney...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9411520/ https://www.ncbi.nlm.nih.gov/pubmed/36035383 http://dx.doi.org/10.3389/fmed.2022.863962 |
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author | Li, Yajuan Wang, Bo Wang, Le Shi, Kewei Zhao, Wangcheng Gao, Sai Chen, Jiayu Ding, Chenguang Du, Junkai Gao, Wei |
author_facet | Li, Yajuan Wang, Bo Wang, Le Shi, Kewei Zhao, Wangcheng Gao, Sai Chen, Jiayu Ding, Chenguang Du, Junkai Gao, Wei |
author_sort | Li, Yajuan |
collection | PubMed |
description | BACKGROUND: Delayed graft function (DGF) commonly occurs after kidney transplantation, but no clinical predictors for guiding post-transplant management are available. MATERIALS AND METHODS: Data including demographics, surgery, anesthesia, postoperative day 1 serum cystatin C (S-CysC) level, kidney functions, and postoperative complications in 603 kidney transplant recipients who met the enrollment criteria from January 2017 to December 2018 were collected and analyzed to form the Intention-To-Treat (ITT) set. All perioperative data were screened using the least absolute shrinkage and selection operator. The discrimination, calibration, and clinical effectiveness of the predictor were verified with area under curve (AUC), calibration plot, clinical decision curve, and impact curve. The predictor was trained in Per-Protocol set, validated in the ITT set, and its stability was further tested in the bootstrap resample data. RESULT: Patients with DGF had significantly higher postoperative day 1 S-CysC level (4.2 ± 1.2 vs. 2.8 ± 0.9 mg/L; P < 0.001), serum creatinine level (821.1 ± 301.7 vs. 554.3 ± 223.2 μmol/L; P < 0.001) and dialysis postoperative (74 [82.2%] vs. 25 [5.9%]; P < 0.001) compared with patients without DGF. Among 41 potential predictors, S-CysC was the most effective in the parsimonious model, and its diagnostic cut-off value was 3.80 mg/L with the risk score (OR, 13.45; 95% CI, 8.02–22.57; P < 0.001). Its specificity and sensitivity indicated by AUC was 0.832 (95% CI, 0.779–0.884; P < 0.001) with well fit calibration. S-CysC yielded up to 50% of clinical benefit rate with 1:4 of cost/benefit ratio. CONCLUSION: The postoperative day 1 S-CysC level predicts DGF and may be used as a predictor of DGF but warrants further study. |
format | Online Article Text |
id | pubmed-9411520 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94115202022-08-27 Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation Li, Yajuan Wang, Bo Wang, Le Shi, Kewei Zhao, Wangcheng Gao, Sai Chen, Jiayu Ding, Chenguang Du, Junkai Gao, Wei Front Med (Lausanne) Medicine BACKGROUND: Delayed graft function (DGF) commonly occurs after kidney transplantation, but no clinical predictors for guiding post-transplant management are available. MATERIALS AND METHODS: Data including demographics, surgery, anesthesia, postoperative day 1 serum cystatin C (S-CysC) level, kidney functions, and postoperative complications in 603 kidney transplant recipients who met the enrollment criteria from January 2017 to December 2018 were collected and analyzed to form the Intention-To-Treat (ITT) set. All perioperative data were screened using the least absolute shrinkage and selection operator. The discrimination, calibration, and clinical effectiveness of the predictor were verified with area under curve (AUC), calibration plot, clinical decision curve, and impact curve. The predictor was trained in Per-Protocol set, validated in the ITT set, and its stability was further tested in the bootstrap resample data. RESULT: Patients with DGF had significantly higher postoperative day 1 S-CysC level (4.2 ± 1.2 vs. 2.8 ± 0.9 mg/L; P < 0.001), serum creatinine level (821.1 ± 301.7 vs. 554.3 ± 223.2 μmol/L; P < 0.001) and dialysis postoperative (74 [82.2%] vs. 25 [5.9%]; P < 0.001) compared with patients without DGF. Among 41 potential predictors, S-CysC was the most effective in the parsimonious model, and its diagnostic cut-off value was 3.80 mg/L with the risk score (OR, 13.45; 95% CI, 8.02–22.57; P < 0.001). Its specificity and sensitivity indicated by AUC was 0.832 (95% CI, 0.779–0.884; P < 0.001) with well fit calibration. S-CysC yielded up to 50% of clinical benefit rate with 1:4 of cost/benefit ratio. CONCLUSION: The postoperative day 1 S-CysC level predicts DGF and may be used as a predictor of DGF but warrants further study. Frontiers Media S.A. 2022-08-12 /pmc/articles/PMC9411520/ /pubmed/36035383 http://dx.doi.org/10.3389/fmed.2022.863962 Text en Copyright © 2022 Li, Wang, Wang, Shi, Zhao, Gao, Chen, Ding, Du and Gao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Li, Yajuan Wang, Bo Wang, Le Shi, Kewei Zhao, Wangcheng Gao, Sai Chen, Jiayu Ding, Chenguang Du, Junkai Gao, Wei Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title | Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title_full | Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title_fullStr | Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title_full_unstemmed | Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title_short | Postoperative day 1 serum cystatin C level predicts postoperative delayed graft function after kidney transplantation |
title_sort | postoperative day 1 serum cystatin c level predicts postoperative delayed graft function after kidney transplantation |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9411520/ https://www.ncbi.nlm.nih.gov/pubmed/36035383 http://dx.doi.org/10.3389/fmed.2022.863962 |
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