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Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period

OBJECTIVE: To explore the incidence and influencing factors of postoperative hypoglycemia in diabetic patients during the perioperative period and to construct a risk prediction model for postoperative hypoglycemia. METHODS: Patients with T2DM admitted to the nonendocrinology department of Nanjing D...

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Autores principales: Liu, Zixuan, Dai, Jing, He, Xiaodie, Li, Jiaxi, Zhang, Haixia, Ji, Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480020/
https://www.ncbi.nlm.nih.gov/pubmed/37675290
http://dx.doi.org/10.1155/2023/8033101
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author Liu, Zixuan
Dai, Jing
He, Xiaodie
Li, Jiaxi
Zhang, Haixia
Ji, Cheng
author_facet Liu, Zixuan
Dai, Jing
He, Xiaodie
Li, Jiaxi
Zhang, Haixia
Ji, Cheng
author_sort Liu, Zixuan
collection PubMed
description OBJECTIVE: To explore the incidence and influencing factors of postoperative hypoglycemia in diabetic patients during the perioperative period and to construct a risk prediction model for postoperative hypoglycemia. METHODS: Patients with T2DM admitted to the nonendocrinology department of Nanjing Drum Tower Hospital from December 2019 to January 2022 were included as research subjects. Basic information, hospital blood glucose management methods, laboratory indicators, and surgery-related indicators were collected. A risk prediction model and scoring table for postoperative hypoglycemia in patients with perioperative diabetes mellitus were established. RESULTS: A total of 440 patients were included, of which 109 had hypoglycemia, resulting in an incidence of postoperative hypoglycemia of 24.78%. The results show that preoperative C-peptide and operation duration were risk factors for postoperative hypoglycemia, while BMI and preoperative fasting blood glucose were protective factors. CONCLUSION: The model constructed in this study is a good method for evaluating the risk of postoperative hypoglycemia. The scoring table intuitively quantifies the risk of risk factors for outcome variables and has strong clinical practicability.
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spelling pubmed-104800202023-09-06 Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period Liu, Zixuan Dai, Jing He, Xiaodie Li, Jiaxi Zhang, Haixia Ji, Cheng Int J Endocrinol Research Article OBJECTIVE: To explore the incidence and influencing factors of postoperative hypoglycemia in diabetic patients during the perioperative period and to construct a risk prediction model for postoperative hypoglycemia. METHODS: Patients with T2DM admitted to the nonendocrinology department of Nanjing Drum Tower Hospital from December 2019 to January 2022 were included as research subjects. Basic information, hospital blood glucose management methods, laboratory indicators, and surgery-related indicators were collected. A risk prediction model and scoring table for postoperative hypoglycemia in patients with perioperative diabetes mellitus were established. RESULTS: A total of 440 patients were included, of which 109 had hypoglycemia, resulting in an incidence of postoperative hypoglycemia of 24.78%. The results show that preoperative C-peptide and operation duration were risk factors for postoperative hypoglycemia, while BMI and preoperative fasting blood glucose were protective factors. CONCLUSION: The model constructed in this study is a good method for evaluating the risk of postoperative hypoglycemia. The scoring table intuitively quantifies the risk of risk factors for outcome variables and has strong clinical practicability. Hindawi 2023-08-29 /pmc/articles/PMC10480020/ /pubmed/37675290 http://dx.doi.org/10.1155/2023/8033101 Text en Copyright © 2023 Zixuan Liu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Zixuan
Dai, Jing
He, Xiaodie
Li, Jiaxi
Zhang, Haixia
Ji, Cheng
Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title_full Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title_fullStr Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title_full_unstemmed Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title_short Identification of Risk Factors and Development of a Predictive Model for Postoperative Hypoglycemia among Diabetic Patients during the Perioperative Period
title_sort identification of risk factors and development of a predictive model for postoperative hypoglycemia among diabetic patients during the perioperative period
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480020/
https://www.ncbi.nlm.nih.gov/pubmed/37675290
http://dx.doi.org/10.1155/2023/8033101
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