Cargando…
Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM)
INTRODUCTION: Americans with diabetes are clinically vulnerable to worse COVID‐19 outcomes; thus, insight into how to prevent infection is imperative. Using longitudinal, prospective data from the real‐world iNPHORM study, we identify the intrinsic and extrinsic risk factors of confirmed or probable...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258990/ https://www.ncbi.nlm.nih.gov/pubmed/35644866 http://dx.doi.org/10.1002/edm2.342 |
_version_ | 1784741672063598592 |
---|---|
author | Ratzki‐Leewing, Alexandria Black, Jason E. Ryan, Bridget L. Harris, Stewart B. |
author_facet | Ratzki‐Leewing, Alexandria Black, Jason E. Ryan, Bridget L. Harris, Stewart B. |
author_sort | Ratzki‐Leewing, Alexandria |
collection | PubMed |
description | INTRODUCTION: Americans with diabetes are clinically vulnerable to worse COVID‐19 outcomes; thus, insight into how to prevent infection is imperative. Using longitudinal, prospective data from the real‐world iNPHORM study, we identify the intrinsic and extrinsic risk factors of confirmed or probable COVID‐19 in people with type 1 or 2 diabetes. METHODS: The iNPHORM study recruited 1206 Americans (18–90 years) with insulin‐ and/or secretagogue‐treated type 1 or 2 diabetes from a probability‐based internet panel. Online questionnaires (screener, baseline and 12 monthly follow‐ups) assessed COVID‐19 incidence and various plausible intrinsic and extrinsic factors. Multivariable Cox regression was used to model the rate of COVID‐19 (confirmed or probable). Risk factors were selected using a repeated backwards‐selection ‘voting’ procedure. RESULTS: A sub‐sample of 817 iNPHORM participants (type 1 diabetes: 16.9%; age: 52.1 [SD: 14.2] years; female: 50.2%) was analysed between May 2020 and March 2021. During this period, 13.7% reported confirmed or probable COVID‐19. Age, body mass index, number of chronic comorbidities, most recent A1C, past severe hypoglycaemia, and employment status were selected in our final model. Body mass index ≥30 kg/m(2) versus <30 kg/m(2) (HR 1.63 [1.05; 2.52](95% CI)), and increased number of comorbidities (HR 1.16 [1.05; 1.27](95% CI)) independently predicted COVID‐19 incidence. Marginally significant effects were observed for overall A1C (p = .06) and employment status (p = .07). CONCLUSIONS: This is the first US‐based epidemiologic investigation to characterize community‐based COVID‐19 susceptibility in diabetes. Our results reveal specific and promising avenues to prevent COVID‐19 in this at‐risk population. ClinicalTrials.gov Identifier: NCT04219514. |
format | Online Article Text |
id | pubmed-9258990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92589902022-07-11 Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) Ratzki‐Leewing, Alexandria Black, Jason E. Ryan, Bridget L. Harris, Stewart B. Endocrinol Diabetes Metab Research Articles INTRODUCTION: Americans with diabetes are clinically vulnerable to worse COVID‐19 outcomes; thus, insight into how to prevent infection is imperative. Using longitudinal, prospective data from the real‐world iNPHORM study, we identify the intrinsic and extrinsic risk factors of confirmed or probable COVID‐19 in people with type 1 or 2 diabetes. METHODS: The iNPHORM study recruited 1206 Americans (18–90 years) with insulin‐ and/or secretagogue‐treated type 1 or 2 diabetes from a probability‐based internet panel. Online questionnaires (screener, baseline and 12 monthly follow‐ups) assessed COVID‐19 incidence and various plausible intrinsic and extrinsic factors. Multivariable Cox regression was used to model the rate of COVID‐19 (confirmed or probable). Risk factors were selected using a repeated backwards‐selection ‘voting’ procedure. RESULTS: A sub‐sample of 817 iNPHORM participants (type 1 diabetes: 16.9%; age: 52.1 [SD: 14.2] years; female: 50.2%) was analysed between May 2020 and March 2021. During this period, 13.7% reported confirmed or probable COVID‐19. Age, body mass index, number of chronic comorbidities, most recent A1C, past severe hypoglycaemia, and employment status were selected in our final model. Body mass index ≥30 kg/m(2) versus <30 kg/m(2) (HR 1.63 [1.05; 2.52](95% CI)), and increased number of comorbidities (HR 1.16 [1.05; 1.27](95% CI)) independently predicted COVID‐19 incidence. Marginally significant effects were observed for overall A1C (p = .06) and employment status (p = .07). CONCLUSIONS: This is the first US‐based epidemiologic investigation to characterize community‐based COVID‐19 susceptibility in diabetes. Our results reveal specific and promising avenues to prevent COVID‐19 in this at‐risk population. ClinicalTrials.gov Identifier: NCT04219514. John Wiley and Sons Inc. 2022-05-29 /pmc/articles/PMC9258990/ /pubmed/35644866 http://dx.doi.org/10.1002/edm2.342 Text en © 2022 The Authors. Endocrinology, Diabetes & Metabolism published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Ratzki‐Leewing, Alexandria Black, Jason E. Ryan, Bridget L. Harris, Stewart B. Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title | Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title_full | Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title_fullStr | Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title_full_unstemmed | Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title_short | Real‐world risk factors of confirmed or probable COVID‐19 in Americans with diabetes: A prospective, community‐based study (iNPHORM) |
title_sort | real‐world risk factors of confirmed or probable covid‐19 in americans with diabetes: a prospective, community‐based study (inphorm) |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258990/ https://www.ncbi.nlm.nih.gov/pubmed/35644866 http://dx.doi.org/10.1002/edm2.342 |
work_keys_str_mv | AT ratzkileewingalexandria realworldriskfactorsofconfirmedorprobablecovid19inamericanswithdiabetesaprospectivecommunitybasedstudyinphorm AT blackjasone realworldriskfactorsofconfirmedorprobablecovid19inamericanswithdiabetesaprospectivecommunitybasedstudyinphorm AT ryanbridgetl realworldriskfactorsofconfirmedorprobablecovid19inamericanswithdiabetesaprospectivecommunitybasedstudyinphorm AT harrisstewartb realworldriskfactorsofconfirmedorprobablecovid19inamericanswithdiabetesaprospectivecommunitybasedstudyinphorm |