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Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries
AIM: To examine how the development of cardiovascular and renal disease (CVRD) translates to hospital healthcare costs in individuals with type 2 diabetes (T2D) initially free from CVRD. METHODS: Data were obtained from the digital healthcare systems of 12 nations using a prespecified protocol. A fi...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321691/ https://www.ncbi.nlm.nih.gov/pubmed/35322567 http://dx.doi.org/10.1111/dom.14698 |
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author | Norhammar, Anna Bodegard, Johan Eriksson, Jan W. Haller, Hermann Linssen, Gerard C. M. Banerjee, Amitava Karasik, Avraham Mamouris, Pavlos Tangri, Navdeep Taveira‐Gomes, Tiago Maggioni, Aldo P. Botana, Manuel Thuresson, Marcus Okami, Suguru Yajima, Toshitaka Kadowaki, Takashi Birkeland, Kåre I. |
author_facet | Norhammar, Anna Bodegard, Johan Eriksson, Jan W. Haller, Hermann Linssen, Gerard C. M. Banerjee, Amitava Karasik, Avraham Mamouris, Pavlos Tangri, Navdeep Taveira‐Gomes, Tiago Maggioni, Aldo P. Botana, Manuel Thuresson, Marcus Okami, Suguru Yajima, Toshitaka Kadowaki, Takashi Birkeland, Kåre I. |
author_sort | Norhammar, Anna |
collection | PubMed |
description | AIM: To examine how the development of cardiovascular and renal disease (CVRD) translates to hospital healthcare costs in individuals with type 2 diabetes (T2D) initially free from CVRD. METHODS: Data were obtained from the digital healthcare systems of 12 nations using a prespecified protocol. A fixed country‐specific index date of 1 January was chosen to secure sufficient cohort disease history and maximal follow‐up, varying between each nation from 2006 to 2017. At index, all individuals were free from any diagnoses of CVRD (including heart failure [HF], chronic kidney disease [CKD], coronary ischaemic disease, stroke, myocardial infarction [MI], or peripheral artery disease [PAD]). Outcomes during follow‐up were hospital visits for CKD, HF, MI, stroke, and PAD. Hospital healthcare costs obtained from six countries, representing 68% of the total study population, were cumulatively summarized for CVRD events occurring during follow‐up. RESULTS: In total, 1.2 million CVRD‐free individuals with T2D were identified and followed for 4.5 years (mean), that is, 4.9 million patient‐years. The proportion of individuals indexed before 2010 was 18% (n = 207 137); 2010‐2015, 31% (361 175); and after 2015, 52% (609 095). Overall, 184 420 (15.7%) developed CVRD, of which cardiorenal disease was most frequently the first disease to develop (59.7%), consisting of 23.0% HF and 36.7% CKD, and more common than stroke (16.9%), MI (13.7%), and PAD (9.7%). The total cumulative cost for CVRD was US$1 billion, of which 59.0% was attributed to cardiorenal disease, 3‐, 5‐, and 6‐fold times greater than the costs for stroke, MI, and PAD, respectively. CONCLUSION: Across all nations, HF or CKD was the most frequent CVRD manifestation to develop in a low‐risk population with T2D, accounting for the highest proportion of hospital healthcare costs. These novel findings highlight the importance of cardiorenal awareness when planning healthcare. |
format | Online Article Text |
id | pubmed-9321691 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-93216912022-07-30 Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries Norhammar, Anna Bodegard, Johan Eriksson, Jan W. Haller, Hermann Linssen, Gerard C. M. Banerjee, Amitava Karasik, Avraham Mamouris, Pavlos Tangri, Navdeep Taveira‐Gomes, Tiago Maggioni, Aldo P. Botana, Manuel Thuresson, Marcus Okami, Suguru Yajima, Toshitaka Kadowaki, Takashi Birkeland, Kåre I. Diabetes Obes Metab Original Articles AIM: To examine how the development of cardiovascular and renal disease (CVRD) translates to hospital healthcare costs in individuals with type 2 diabetes (T2D) initially free from CVRD. METHODS: Data were obtained from the digital healthcare systems of 12 nations using a prespecified protocol. A fixed country‐specific index date of 1 January was chosen to secure sufficient cohort disease history and maximal follow‐up, varying between each nation from 2006 to 2017. At index, all individuals were free from any diagnoses of CVRD (including heart failure [HF], chronic kidney disease [CKD], coronary ischaemic disease, stroke, myocardial infarction [MI], or peripheral artery disease [PAD]). Outcomes during follow‐up were hospital visits for CKD, HF, MI, stroke, and PAD. Hospital healthcare costs obtained from six countries, representing 68% of the total study population, were cumulatively summarized for CVRD events occurring during follow‐up. RESULTS: In total, 1.2 million CVRD‐free individuals with T2D were identified and followed for 4.5 years (mean), that is, 4.9 million patient‐years. The proportion of individuals indexed before 2010 was 18% (n = 207 137); 2010‐2015, 31% (361 175); and after 2015, 52% (609 095). Overall, 184 420 (15.7%) developed CVRD, of which cardiorenal disease was most frequently the first disease to develop (59.7%), consisting of 23.0% HF and 36.7% CKD, and more common than stroke (16.9%), MI (13.7%), and PAD (9.7%). The total cumulative cost for CVRD was US$1 billion, of which 59.0% was attributed to cardiorenal disease, 3‐, 5‐, and 6‐fold times greater than the costs for stroke, MI, and PAD, respectively. CONCLUSION: Across all nations, HF or CKD was the most frequent CVRD manifestation to develop in a low‐risk population with T2D, accounting for the highest proportion of hospital healthcare costs. These novel findings highlight the importance of cardiorenal awareness when planning healthcare. Blackwell Publishing Ltd 2022-04-19 2022-07 /pmc/articles/PMC9321691/ /pubmed/35322567 http://dx.doi.org/10.1111/dom.14698 Text en © 2022 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Norhammar, Anna Bodegard, Johan Eriksson, Jan W. Haller, Hermann Linssen, Gerard C. M. Banerjee, Amitava Karasik, Avraham Mamouris, Pavlos Tangri, Navdeep Taveira‐Gomes, Tiago Maggioni, Aldo P. Botana, Manuel Thuresson, Marcus Okami, Suguru Yajima, Toshitaka Kadowaki, Takashi Birkeland, Kåre I. Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title | Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title_full | Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title_fullStr | Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title_full_unstemmed | Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title_short | Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries |
title_sort | cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: a multinational, observational study across 12 countries |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9321691/ https://www.ncbi.nlm.nih.gov/pubmed/35322567 http://dx.doi.org/10.1111/dom.14698 |
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