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Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome
BACKGROUND: Subclinical Cushing’s syndrome (SCS) is incidentally detected in a growing number of patients by advanced imaging technology. However, there is no consensus on the clinical management of SCS, especially in terms of whether prophylactic steroid treatment is necessary following adrenalecto...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844482/ https://www.ncbi.nlm.nih.gov/pubmed/33532330 http://dx.doi.org/10.21037/tau-20-1108 |
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author | Lin, Dengqiang Lin, Jinglai Hu, Xiaoyi Liu, Yujun Zhang, Jianping Zhang, Li Jiang, Jingjing Li, Xiaomu Guo, Jianming |
author_facet | Lin, Dengqiang Lin, Jinglai Hu, Xiaoyi Liu, Yujun Zhang, Jianping Zhang, Li Jiang, Jingjing Li, Xiaomu Guo, Jianming |
author_sort | Lin, Dengqiang |
collection | PubMed |
description | BACKGROUND: Subclinical Cushing’s syndrome (SCS) is incidentally detected in a growing number of patients by advanced imaging technology. However, there is no consensus on the clinical management of SCS, especially in terms of whether prophylactic steroid treatment is necessary following adrenalectomy. In this study we developed a model based on preoperative indices for predicting postoperative adrenal insufficiency (AI) that can guide therapeutic decision-making. METHODS: A total of 27 patients with SCS who underwent adrenalectomy between August 2016 and August 2019 were enrolled and divided into AI and non-AI groups. Cox proportional hazards regression and least absolute shrinkage and selection operator analyses were performed to select relevant clinical parameters. The predictive performance of our model was evaluated by time-dependent receiver operating characteristic (ROC) curve and calibration curve analyses. RESULTS: Five clinical parameters (apolipoprotein A1, neutrophil–lymphocyte ratio, total cholesterol, platelet count, and homocysteine) were identified as the best predictors of replacement therapy (RT). The areas under the ROC curve for our prognostic model were 0.833, 0.945, and 0.967 for 3-, 4-, and 5-day non-(N)RT, respectively. The calibration curve of the 5 independent RT-related markers showed a good fit between nomogram-predicted probability of NRT and actual NRT, suggesting that our model has good predictive value. CONCLUSIONS: Our prognostic nomogram can help clinicians identify patients with AI who would benefit from RT so that timely treatment can be initiated. KEYWORDS: Subclinical Cushing’s syndrome (SCS); Replacement therapy (RT); Adrenal insufficiency (AI); Nomogram; Receiver operating characteristic (ROC) |
format | Online Article Text |
id | pubmed-7844482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-78444822021-02-01 Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome Lin, Dengqiang Lin, Jinglai Hu, Xiaoyi Liu, Yujun Zhang, Jianping Zhang, Li Jiang, Jingjing Li, Xiaomu Guo, Jianming Transl Androl Urol Original Article BACKGROUND: Subclinical Cushing’s syndrome (SCS) is incidentally detected in a growing number of patients by advanced imaging technology. However, there is no consensus on the clinical management of SCS, especially in terms of whether prophylactic steroid treatment is necessary following adrenalectomy. In this study we developed a model based on preoperative indices for predicting postoperative adrenal insufficiency (AI) that can guide therapeutic decision-making. METHODS: A total of 27 patients with SCS who underwent adrenalectomy between August 2016 and August 2019 were enrolled and divided into AI and non-AI groups. Cox proportional hazards regression and least absolute shrinkage and selection operator analyses were performed to select relevant clinical parameters. The predictive performance of our model was evaluated by time-dependent receiver operating characteristic (ROC) curve and calibration curve analyses. RESULTS: Five clinical parameters (apolipoprotein A1, neutrophil–lymphocyte ratio, total cholesterol, platelet count, and homocysteine) were identified as the best predictors of replacement therapy (RT). The areas under the ROC curve for our prognostic model were 0.833, 0.945, and 0.967 for 3-, 4-, and 5-day non-(N)RT, respectively. The calibration curve of the 5 independent RT-related markers showed a good fit between nomogram-predicted probability of NRT and actual NRT, suggesting that our model has good predictive value. CONCLUSIONS: Our prognostic nomogram can help clinicians identify patients with AI who would benefit from RT so that timely treatment can be initiated. KEYWORDS: Subclinical Cushing’s syndrome (SCS); Replacement therapy (RT); Adrenal insufficiency (AI); Nomogram; Receiver operating characteristic (ROC) AME Publishing Company 2021-01 /pmc/articles/PMC7844482/ /pubmed/33532330 http://dx.doi.org/10.21037/tau-20-1108 Text en 2021 Translational Andrology and Urology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Lin, Dengqiang Lin, Jinglai Hu, Xiaoyi Liu, Yujun Zhang, Jianping Zhang, Li Jiang, Jingjing Li, Xiaomu Guo, Jianming Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title | Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title_full | Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title_fullStr | Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title_full_unstemmed | Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title_short | Preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical Cushing’s syndrome |
title_sort | preoperative prognostic nomogram for prophylactic steroid treatment of patients with subclinical cushing’s syndrome |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844482/ https://www.ncbi.nlm.nih.gov/pubmed/33532330 http://dx.doi.org/10.21037/tau-20-1108 |
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