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Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study

OBJECTIVE: To identify clinical and biochemical characteristics associated with 7- & 30-day mortality and intensive care admission amongst diabetes patients admitted with COVID-19. RESEARCH DESIGN AND METHODS: We conducted a cohort study collecting data from medical notes of hospitalised people...

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Autores principales: Llanera, Daniel Kevin, Wilmington, Rebekah, Shoo, Haika, Lisboa, Paulo, Jarman, Ian, Wong, Stephanie, Nizza, Jael, Sharma, Dushyant, Kalathil, Dhanya, Rajeev, Surya, Williams, Scott, Yadav, Rahul, Qureshi, Zubair, Narayanan, Ram Prakash, Furlong, Niall, Westall, Sam, Nair, Sunil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793829/
https://www.ncbi.nlm.nih.gov/pubmed/35095757
http://dx.doi.org/10.3389/fendo.2021.777130
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author Llanera, Daniel Kevin
Wilmington, Rebekah
Shoo, Haika
Lisboa, Paulo
Jarman, Ian
Wong, Stephanie
Nizza, Jael
Sharma, Dushyant
Kalathil, Dhanya
Rajeev, Surya
Williams, Scott
Yadav, Rahul
Qureshi, Zubair
Narayanan, Ram Prakash
Furlong, Niall
Westall, Sam
Nair, Sunil
author_facet Llanera, Daniel Kevin
Wilmington, Rebekah
Shoo, Haika
Lisboa, Paulo
Jarman, Ian
Wong, Stephanie
Nizza, Jael
Sharma, Dushyant
Kalathil, Dhanya
Rajeev, Surya
Williams, Scott
Yadav, Rahul
Qureshi, Zubair
Narayanan, Ram Prakash
Furlong, Niall
Westall, Sam
Nair, Sunil
author_sort Llanera, Daniel Kevin
collection PubMed
description OBJECTIVE: To identify clinical and biochemical characteristics associated with 7- & 30-day mortality and intensive care admission amongst diabetes patients admitted with COVID-19. RESEARCH DESIGN AND METHODS: We conducted a cohort study collecting data from medical notes of hospitalised people with diabetes and COVID-19 in 7 hospitals within the Mersey-Cheshire region from 1 January to 30 June 2020. We also explored the impact on inpatient diabetes team resources. Univariate and multivariate logistic regression analyses were performed and optimised by splitting the dataset into a training, test, and validation sets, developing a robust predictive model for the primary outcome. RESULTS: We analyzed data from 1004 diabetes patients (mean age 74.1 (± 12.6) years, predominantly men 60.7%). 45% belonged to the most deprived population quintile in the UK. Median BMI was 27.6 (IQR 23.9-32.4) kg/m(2). The primary outcome (7-day mortality) occurred in 24%, increasing to 33% by day 30. Approximately one in ten patients required insulin infusion (9.8%). In univariate analyses, patients with type 2 diabetes had a higher risk of 7-day mortality [p < 0.05, OR 2.52 (1.06, 5.98)]. Patients requiring insulin infusion had a lower risk of death [p = 0.02, OR 0.5 (0.28, 0.9)]. CKD in younger patients (<70 years) had a greater risk of death [OR 2.74 (1.31-5.76)]. BMI, microvascular and macrovascular complications, HbA1c, and random non-fasting blood glucose on admission were not associated with mortality. On multivariate analysis, CRP and age remained associated with the primary outcome [OR 3.44 (2.17, 5.44)] allowing for a validated predictive model for death by day 7. CONCLUSIONS: Higher CRP and advanced age were associated with and predictive of death by day 7. However, BMI, presence of diabetes complications, and glycaemic control were not. A high proportion of these patients required insulin infusion warranting increased input from the inpatient diabetes teams.
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spelling pubmed-87938292022-01-28 Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study Llanera, Daniel Kevin Wilmington, Rebekah Shoo, Haika Lisboa, Paulo Jarman, Ian Wong, Stephanie Nizza, Jael Sharma, Dushyant Kalathil, Dhanya Rajeev, Surya Williams, Scott Yadav, Rahul Qureshi, Zubair Narayanan, Ram Prakash Furlong, Niall Westall, Sam Nair, Sunil Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: To identify clinical and biochemical characteristics associated with 7- & 30-day mortality and intensive care admission amongst diabetes patients admitted with COVID-19. RESEARCH DESIGN AND METHODS: We conducted a cohort study collecting data from medical notes of hospitalised people with diabetes and COVID-19 in 7 hospitals within the Mersey-Cheshire region from 1 January to 30 June 2020. We also explored the impact on inpatient diabetes team resources. Univariate and multivariate logistic regression analyses were performed and optimised by splitting the dataset into a training, test, and validation sets, developing a robust predictive model for the primary outcome. RESULTS: We analyzed data from 1004 diabetes patients (mean age 74.1 (± 12.6) years, predominantly men 60.7%). 45% belonged to the most deprived population quintile in the UK. Median BMI was 27.6 (IQR 23.9-32.4) kg/m(2). The primary outcome (7-day mortality) occurred in 24%, increasing to 33% by day 30. Approximately one in ten patients required insulin infusion (9.8%). In univariate analyses, patients with type 2 diabetes had a higher risk of 7-day mortality [p < 0.05, OR 2.52 (1.06, 5.98)]. Patients requiring insulin infusion had a lower risk of death [p = 0.02, OR 0.5 (0.28, 0.9)]. CKD in younger patients (<70 years) had a greater risk of death [OR 2.74 (1.31-5.76)]. BMI, microvascular and macrovascular complications, HbA1c, and random non-fasting blood glucose on admission were not associated with mortality. On multivariate analysis, CRP and age remained associated with the primary outcome [OR 3.44 (2.17, 5.44)] allowing for a validated predictive model for death by day 7. CONCLUSIONS: Higher CRP and advanced age were associated with and predictive of death by day 7. However, BMI, presence of diabetes complications, and glycaemic control were not. A high proportion of these patients required insulin infusion warranting increased input from the inpatient diabetes teams. Frontiers Media S.A. 2022-01-13 /pmc/articles/PMC8793829/ /pubmed/35095757 http://dx.doi.org/10.3389/fendo.2021.777130 Text en Copyright © 2022 Llanera, Wilmington, Shoo, Lisboa, Jarman, Wong, Nizza, Sharma, Kalathil, Rajeev, Williams, Yadav, Qureshi, Narayanan, Furlong, Westall and Nair 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 Endocrinology
Llanera, Daniel Kevin
Wilmington, Rebekah
Shoo, Haika
Lisboa, Paulo
Jarman, Ian
Wong, Stephanie
Nizza, Jael
Sharma, Dushyant
Kalathil, Dhanya
Rajeev, Surya
Williams, Scott
Yadav, Rahul
Qureshi, Zubair
Narayanan, Ram Prakash
Furlong, Niall
Westall, Sam
Nair, Sunil
Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title_full Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title_fullStr Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title_full_unstemmed Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title_short Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study
title_sort clinical characteristics of covid-19 patients in a regional population with diabetes mellitus: the accredit study
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793829/
https://www.ncbi.nlm.nih.gov/pubmed/35095757
http://dx.doi.org/10.3389/fendo.2021.777130
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