Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model

Abstract Backgrounds SARS-CoV-2 is almost the most problematic virus of this century. It has caused extensive damage to various economic, social, and health aspects worldwide. Nowadays, coronavirus disease 2019 (COVID-19) is the most dangerous threat to human survival. Therefore, this study aimed to...

Full description

Bibliographic Details
Published in:Tropical Diseases, Travel Medicine and Vaccines
Main Authors: Mozhgan Seif, Mehdi Sharafi, Haleh Ghaem, Farzaneh Kasraei
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2022
Subjects:
Online Access:https://doi.org/10.1186/s40794-022-00162-w
https://doaj.org/article/ccc6900fdbc14da5a416a8e8730f915e
id ftdoajarticles:oai:doaj.org/article:ccc6900fdbc14da5a416a8e8730f915e
record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:ccc6900fdbc14da5a416a8e8730f915e 2023-05-15T15:13:49+02:00 Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model Mozhgan Seif Mehdi Sharafi Haleh Ghaem Farzaneh Kasraei 2022-03-01T00:00:00Z https://doi.org/10.1186/s40794-022-00162-w https://doaj.org/article/ccc6900fdbc14da5a416a8e8730f915e EN eng BMC https://doi.org/10.1186/s40794-022-00162-w https://doaj.org/toc/2055-0936 doi:10.1186/s40794-022-00162-w 2055-0936 https://doaj.org/article/ccc6900fdbc14da5a416a8e8730f915e Tropical Diseases, Travel Medicine and Vaccines, Vol 8, Iss 1, Pp 1-7 (2022) COVID-19 Iran Survival Mixture cure Arctic medicine. Tropical medicine RC955-962 article 2022 ftdoajarticles https://doi.org/10.1186/s40794-022-00162-w 2022-12-31T16:01:12Z Abstract Backgrounds SARS-CoV-2 is almost the most problematic virus of this century. It has caused extensive damage to various economic, social, and health aspects worldwide. Nowadays, coronavirus disease 2019 (COVID-19) is the most dangerous threat to human survival. Therefore, this study aimed to investigate factors associated with the survival of Iranian patients with SARS-CoV-2. Methods This retrospective hospital-based cohort study was conducted on 870 COVID-19 patients with blood oxygen levels of less than 93%. Cox regression and mixture cure model were used and compared to analyze the patients’ survival. It is worth noting that no similar study has been previously conducted using mixture cure regression to model the survival of Iranian patients with COVID-19. Result The cure rate and median survival time were respectively 81.5% and 20 days. Cox regression identified that respiratory distress, history of heart disease and hypertension, and older age were shown to increase the hazard. The Incidence and Latency parts of the mixture cure model respectively revealed that respiratory distress, history of hypertension, diabetes and cardiovascular diseases (CVDs), cough, fever, and older age reduced the cure odds; also, respiratory distress, history of hypertension, and CVDs, and older age increased the hazard. Conclusion The findings of our study revealed that priority should be given to older patients with a history of diabetes, hypertension, and CVDs in receiving intensive care and immunization. Also, the lower cure odds for patients with respiratory distress, fever, and cough favor early hospitalization before the appearance of severe symptoms. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Tropical Diseases, Travel Medicine and Vaccines 8 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic COVID-19
Iran
Survival
Mixture cure
Arctic medicine. Tropical medicine
RC955-962
spellingShingle COVID-19
Iran
Survival
Mixture cure
Arctic medicine. Tropical medicine
RC955-962
Mozhgan Seif
Mehdi Sharafi
Haleh Ghaem
Farzaneh Kasraei
Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
topic_facet COVID-19
Iran
Survival
Mixture cure
Arctic medicine. Tropical medicine
RC955-962
description Abstract Backgrounds SARS-CoV-2 is almost the most problematic virus of this century. It has caused extensive damage to various economic, social, and health aspects worldwide. Nowadays, coronavirus disease 2019 (COVID-19) is the most dangerous threat to human survival. Therefore, this study aimed to investigate factors associated with the survival of Iranian patients with SARS-CoV-2. Methods This retrospective hospital-based cohort study was conducted on 870 COVID-19 patients with blood oxygen levels of less than 93%. Cox regression and mixture cure model were used and compared to analyze the patients’ survival. It is worth noting that no similar study has been previously conducted using mixture cure regression to model the survival of Iranian patients with COVID-19. Result The cure rate and median survival time were respectively 81.5% and 20 days. Cox regression identified that respiratory distress, history of heart disease and hypertension, and older age were shown to increase the hazard. The Incidence and Latency parts of the mixture cure model respectively revealed that respiratory distress, history of hypertension, diabetes and cardiovascular diseases (CVDs), cough, fever, and older age reduced the cure odds; also, respiratory distress, history of hypertension, and CVDs, and older age increased the hazard. Conclusion The findings of our study revealed that priority should be given to older patients with a history of diabetes, hypertension, and CVDs in receiving intensive care and immunization. Also, the lower cure odds for patients with respiratory distress, fever, and cough favor early hospitalization before the appearance of severe symptoms.
format Article in Journal/Newspaper
author Mozhgan Seif
Mehdi Sharafi
Haleh Ghaem
Farzaneh Kasraei
author_facet Mozhgan Seif
Mehdi Sharafi
Haleh Ghaem
Farzaneh Kasraei
author_sort Mozhgan Seif
title Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
title_short Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
title_full Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
title_fullStr Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
title_full_unstemmed Factors associated with survival of Iranian patients with COVID-19: comparison of Cox regression and mixture cure model
title_sort factors associated with survival of iranian patients with covid-19: comparison of cox regression and mixture cure model
publisher BMC
publishDate 2022
url https://doi.org/10.1186/s40794-022-00162-w
https://doaj.org/article/ccc6900fdbc14da5a416a8e8730f915e
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Tropical Diseases, Travel Medicine and Vaccines, Vol 8, Iss 1, Pp 1-7 (2022)
op_relation https://doi.org/10.1186/s40794-022-00162-w
https://doaj.org/toc/2055-0936
doi:10.1186/s40794-022-00162-w
2055-0936
https://doaj.org/article/ccc6900fdbc14da5a416a8e8730f915e
op_doi https://doi.org/10.1186/s40794-022-00162-w
container_title Tropical Diseases, Travel Medicine and Vaccines
container_volume 8
container_issue 1
_version_ 1766344344934023168