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Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study

Year 2023, , 336 - 348, 15.12.2023
https://doi.org/10.20518/tjph.1293201

Abstract

Objective: This study aims to investigate the extent and associated factors of all-cause mortality in patients diagnosed with COVID-19 in a hospital for over a one-year follow-up period.

Methods: This retrospective cohort study was conducted on the patients who applied and tested positive for SARS-CoV-2 in the Dokuz Eylul University Hospital which is a large tertiary healthcare facility in Izmir, Turkey, between 19.03.2020 and 31.05.2021. The study included 8955 adult patients with a positive SARS-CoV-2 PCR test. Kaplan-Meier survival analysis and Cox regression models were used to examine the relationships between demographic and clinical characteristics and mortality.

Results: The cumulative all-cause mortality rate was 4.7% in COVID-19 patients. Patients over 80 years old had a significantly higher risk of death compared to those younger than 50 years old (aHR:22.3; 95% CI: 10.4-47.7). Current or ex-smokers had a higher risk of death compared to non-smokers (aHR: 1.6; 95% CI: 1.1-2.4). Patients without any complaints before diagnosis had a higher risk of death compared to those with three or more complaints (aHR: 1.7; 95% CI: 1.2-2.6). Patients hospitalized in the intensive care unit had a significantly higher risk of death compared to outpatients (aHR: 62.3; 95% CI: 37.6-101.9).

Conclusions: In COVID-19 patients, the risk of all-cause mortality is higher in the elderly, smokers, individuals admitted to medical or intensive care services, and those with a decreasing number of pre-diagnostic complaints. Monitoring patients with long follow-up periods and determining the course of illness and cause of death are important for understanding the natural course of COVID-19.

Supporting Institution

There is no Supporting Institution.

Project Number

The study was not carried out within the scope of the project.

References

  • WHO. Coronavirus (COVID-19) Dashboard. Published October 8, 2023. Accessed October 8, 2022. https://covid19.who.int
  • Natasha H, Egbert S, Annemarie TV. Conflict And Health. McGraw-Hill Education (UK); 2012.
  • Karlinsky A, Kobak D. Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset. eLife. 2021;10:e69336. doi:10.7554/eLife.69336
  • Alharthy A, Aletreby W, Faqihi F, et al. Clinical characteristics and predictors of 28-day mortality in 352 critically ill patients with COVID-19: a retrospective study. J Epidemiol Glob Health. 2021;11(1):98.
  • Wang S, Ma P, Zhang S, et al. Fasting blood glucose at admission is an independent predictor for 28-day mortality in patients with COVID-19 without previous diagnosis of diabetes: a multi-centre retrospective study. Diabetologia. 2020;63(10):2102-2111.
  • Ioannidis JPA. Infection fatality rate of COVID-19 inferred from seroprevalence data. Bull World Health Organ. 2021;99(1):19-33F. doi:10.2471/BLT.20.265892
  • WHO. WHO Director-General’s opening remarks at the media briefing on COVID-19 - 3 March 2020. Published March 3, 2020. Accessed May 19, 2022. https://www.who.int/director-general/speeches/detail/who-director-general-s-openingremarks-at-the-media-briefing-on-covid-19---3-march-2020
  • Verduri A, Short R, Carter B, et al. Comparison between first and second wave of COVID-19 outbreak in older people. The COPE multicentre European observational cohort study. Eur J Public Health. Published online August 23, 2022:ckac108. doi:10.1093/eurpub/ckac108
  • Ferguson N, Laydon D, Nedjati Gilani G, et al. Report 9: Impact of Non-Pharmaceutical Interventions (NPIs) to Reduce COVID19 Mortality and Healthcare Demand. Imperial College London; 2020. doi:10.25561/77482
  • Woorim K, Ji Min H, Kyung. Predictors of Mortality in Patients with COVID-19: A Systematic Review and Meta-analysis. 2020;30(3):169-176.
  • Aldridge RW, Lewer D, Katikireddi SV, et al. Black, Asian and Minority Ethnic groups in England are at increased risk of death from COVID-19: indirect standardisation of NHS mortality data. Wellcome Open Res. 2020;5:88. doi:10.12688/wellcomeopenres.15922.2
  • Docherty AB, Harrison EM, Green CA, et al. Features of 20 133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study. BMJ. 2020;369:m1985. doi:10.1136/bmj.m1985
  • Zuin M, Rigatelli G, Zuliani G, Rigatelli A, Mazza A, Roncon L. Arterial hypertension and risk of death in patients with COVID-19 infection: Systematic review and meta-analysis. J Infect. 2020;81(1):e84-e86. doi:10.1016/j.jinf.2020.03.059
  • Chen R, Liang W, Jiang M, et al. Risk Factors of Fatal Outcome in Hospitalized Subjects With Coronavirus Disease 2019 From a Nationwide Analysis in China. Chest. 2020;158(1):97-105. doi:10.1016/j.chest.2020.04.010
  • Elliott J, Bodinier B, Whitaker M, et al. COVID-19 mortality in the UK Biobank cohort: revisiting and evaluating risk factors. Eur J Epidemiol. 2021;36(3):299-309. doi:10.1007/s10654-021-00722-y
  • Henry BM, Lippi G. Chronic kidney disease is associated with severe coronavirus disease 2019 (COVID-19) infection. Int Urol Nephrol. 2020;52(6):1193-1194. doi:10.1007/s11255-020-02451-9
  • Hussain A, Bhowmik B, do Vale Moreira NC. COVID-19 and diabetes: Knowledge in progress. Diabetes Res Clin Pract. 2020;162:108142. doi:10.1016/j.diabres.2020.108142
  • Palaiodimos L, Kokkinidis DG, Li W, et al. Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York. Metabolism. 2020;108:154262. doi:10.1016/j.metabol.2020.154262
  • Vardavas CI, Nikitara K. COVID-19 and smoking: A systematic review of the evidence. Tob Induc Dis. 2020;18:20. doi:10.18332/tid/119324
  • Hastie CE, Mackay DF, Ho F, et al. Vitamin D concentrations and COVID-19 infection in UK Biobank. Diabetes Metab Syndr. 2020;14(4):561-Suner AF., et al. Turk J Public Health 2023;21(3) 347 565. doi:10.1016/j.dsx.2020.04.050
  • Ilie PC, Stefanescu S, Smith L. The role of vitamin D in the prevention of coronavirus disease 2019 infection and mortality. Aging Clin Exp Res. 2020;32(7):1195-1198. doi:10.1007/s40520-020-01570-8
  • Martelletti L, Martelletti P. Air Pollution and the Novel Covid-19 Disease: a Putative Disease Risk Factor. SN Compr Clin Med. 2020;2(4):383-387. doi:10.1007/s42399-020-00274-4
  • Ünal B. Dokuz Eylul University hospital COVID-19 follow-up center: Performance and preliminary findings. Journal of Dokuz Eylul University Medical Faculty. 2021;35(3):343-350.
  • Petrilli CM, Jones SA, Yang J, et al. Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study. BMJ. 2020;369:m1966. doi:10.1136/bmj.m1966
  • Zhou F, Yu T, Du R, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. The Lancet. 2020;395(10229):1054-1062. doi:10.1016/S0140-6736(20)30566-3
  • Mahendra M, Nuchin A, Kumar R, Shreedhar S, Mahesh PA. Predictors of mortality in patients with severe COVID-19 pneumonia - a retrospective study. Adv Respir Med. 2021;89(2):135-144. doi:10.5603/ARM.a2021.0036
  • Kang SJ, Jung SI. Age-Related Morbidity and Mortality among Patients with COVID-19. Infect Chemother. 2020;52(2):154-164. doi:10.3947/ic.2020.52.2.154
  • Galbadage T, Peterson BM, Awada J, et al. Systematic review and meta-analysis of sex-specific COVID-19 clinical outcomes. Front Med. 2020;7:348.
  • Salinas-Escudero G, Carrillo-Vega MF, Granados- García V, Martínez-Valverde S, Toledano-Toledano F, Garduno-Espinosa J. A survival analysis of COVID-19 in the Mexican population. BMC Public Health. 2020;20(1):1-8.
  • Alguwaihes AM, Al-Sofiani ME, Megdad M, et al. Diabetes and Covid-19 among hospitalized patients in Saudi Arabia: a single-centre retrospective study. Cardiovasc Diabetol. 2020;19(1):1-12.
  • Imai Y, Kuba K, Penninger JM. The discovery of angiotensin-converting enzyme 2 and its role in acute lung injury in mice. Exp Physiol. 2008;93(5):543-548.
  • Kreutz R, Algharably EAEH, Azizi M, et al. Hypertension, the renin–angiotensin system, and the risk of lower respiratory tract infections and lung injury: implications for COVID-19: European Society of Hypertension COVID-19 Task Force Review of Evidence. Cardiovasc Res. 2020;116(10):1688-1699.
  • Li C, Chen Q, Wang J, et al. Clinical characteristics of chronic liver disease with coronavirus disease 2019 (COVID-19): a cohort study in Wuhan, China. Aging. 2020;12(16):15938.
  • Balkissoon R. Journal Club—Severe Acute Respiratory Syndrome Coronavirus-2: Impact on COPD Patients. Chronic Obstr Pulm Dis J COPD Found. 2020;7(4):413.
  • Lu R, Zhao X, Li J, et al. Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding. Lancet Lond Engl. 2020;395(10224):565-574. doi:10.1016/S0140-6736(20)30251-8
  • Matsumoto K, Saito H. Does asthma affect morbidity or severity of COVID-19? J Allergy Clin Immunol. 2020;146(1):55-57.
  • Wu Z, McGoogan JM. Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China: Summary of a Report of 72 314 Cases From the Chinese Center for Disease Control and Prevention. JAMA. 2020;323(13):1239-1242. doi:10.1001/jama.2020.2648
  • Finelli L, Gupta V, Petigara T, Yu K, Bauer KA, Puzniak LA. Mortality Among US Patients Hospitalized With SARS-CoV-2 Infection in 2020. JAMA Netw Open. 2021;4(4):e216556. doi:10.1001/jamanetworkopen.2021.6556
  • Alwafi H, Naser AY, Qanash S, et al. Predictors of Length of Hospital Stay, Mortality, and Outcomes Among Hospitalised COVID-19 Patients in Saudi Arabia: A Cross-Sectional Study. J Multidiscip Healthc. 2021;14:839-852. doi:10.2147/JMDH. S304788
  • Zareifopoulos N, Lagadinou M, Karela A, Platanaki C, Karantzogiannis G, Velissaris D. Management of COVID-19: the risks associated with treatment are clear, but the benefits remain uncertain. Monaldi 348 Investigation of all-cause mortality Turk J Public Health 2023;21(3) Arch Chest Dis. 2020;90(2).
  • Zheng Z, Peng F, Xu B, et al. Risk factors of critical & mortal COVID-19 cases: A systematic literature review and meta-analysis. J Infect. 2020;81(2):e16-e25. doi:10.1016/j. jinf.2020.04.021
Year 2023, , 336 - 348, 15.12.2023
https://doi.org/10.20518/tjph.1293201

Abstract

Project Number

The study was not carried out within the scope of the project.

References

  • WHO. Coronavirus (COVID-19) Dashboard. Published October 8, 2023. Accessed October 8, 2022. https://covid19.who.int
  • Natasha H, Egbert S, Annemarie TV. Conflict And Health. McGraw-Hill Education (UK); 2012.
  • Karlinsky A, Kobak D. Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset. eLife. 2021;10:e69336. doi:10.7554/eLife.69336
  • Alharthy A, Aletreby W, Faqihi F, et al. Clinical characteristics and predictors of 28-day mortality in 352 critically ill patients with COVID-19: a retrospective study. J Epidemiol Glob Health. 2021;11(1):98.
  • Wang S, Ma P, Zhang S, et al. Fasting blood glucose at admission is an independent predictor for 28-day mortality in patients with COVID-19 without previous diagnosis of diabetes: a multi-centre retrospective study. Diabetologia. 2020;63(10):2102-2111.
  • Ioannidis JPA. Infection fatality rate of COVID-19 inferred from seroprevalence data. Bull World Health Organ. 2021;99(1):19-33F. doi:10.2471/BLT.20.265892
  • WHO. WHO Director-General’s opening remarks at the media briefing on COVID-19 - 3 March 2020. Published March 3, 2020. Accessed May 19, 2022. https://www.who.int/director-general/speeches/detail/who-director-general-s-openingremarks-at-the-media-briefing-on-covid-19---3-march-2020
  • Verduri A, Short R, Carter B, et al. Comparison between first and second wave of COVID-19 outbreak in older people. The COPE multicentre European observational cohort study. Eur J Public Health. Published online August 23, 2022:ckac108. doi:10.1093/eurpub/ckac108
  • Ferguson N, Laydon D, Nedjati Gilani G, et al. Report 9: Impact of Non-Pharmaceutical Interventions (NPIs) to Reduce COVID19 Mortality and Healthcare Demand. Imperial College London; 2020. doi:10.25561/77482
  • Woorim K, Ji Min H, Kyung. Predictors of Mortality in Patients with COVID-19: A Systematic Review and Meta-analysis. 2020;30(3):169-176.
  • Aldridge RW, Lewer D, Katikireddi SV, et al. Black, Asian and Minority Ethnic groups in England are at increased risk of death from COVID-19: indirect standardisation of NHS mortality data. Wellcome Open Res. 2020;5:88. doi:10.12688/wellcomeopenres.15922.2
  • Docherty AB, Harrison EM, Green CA, et al. Features of 20 133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study. BMJ. 2020;369:m1985. doi:10.1136/bmj.m1985
  • Zuin M, Rigatelli G, Zuliani G, Rigatelli A, Mazza A, Roncon L. Arterial hypertension and risk of death in patients with COVID-19 infection: Systematic review and meta-analysis. J Infect. 2020;81(1):e84-e86. doi:10.1016/j.jinf.2020.03.059
  • Chen R, Liang W, Jiang M, et al. Risk Factors of Fatal Outcome in Hospitalized Subjects With Coronavirus Disease 2019 From a Nationwide Analysis in China. Chest. 2020;158(1):97-105. doi:10.1016/j.chest.2020.04.010
  • Elliott J, Bodinier B, Whitaker M, et al. COVID-19 mortality in the UK Biobank cohort: revisiting and evaluating risk factors. Eur J Epidemiol. 2021;36(3):299-309. doi:10.1007/s10654-021-00722-y
  • Henry BM, Lippi G. Chronic kidney disease is associated with severe coronavirus disease 2019 (COVID-19) infection. Int Urol Nephrol. 2020;52(6):1193-1194. doi:10.1007/s11255-020-02451-9
  • Hussain A, Bhowmik B, do Vale Moreira NC. COVID-19 and diabetes: Knowledge in progress. Diabetes Res Clin Pract. 2020;162:108142. doi:10.1016/j.diabres.2020.108142
  • Palaiodimos L, Kokkinidis DG, Li W, et al. Severe obesity, increasing age and male sex are independently associated with worse in-hospital outcomes, and higher in-hospital mortality, in a cohort of patients with COVID-19 in the Bronx, New York. Metabolism. 2020;108:154262. doi:10.1016/j.metabol.2020.154262
  • Vardavas CI, Nikitara K. COVID-19 and smoking: A systematic review of the evidence. Tob Induc Dis. 2020;18:20. doi:10.18332/tid/119324
  • Hastie CE, Mackay DF, Ho F, et al. Vitamin D concentrations and COVID-19 infection in UK Biobank. Diabetes Metab Syndr. 2020;14(4):561-Suner AF., et al. Turk J Public Health 2023;21(3) 347 565. doi:10.1016/j.dsx.2020.04.050
  • Ilie PC, Stefanescu S, Smith L. The role of vitamin D in the prevention of coronavirus disease 2019 infection and mortality. Aging Clin Exp Res. 2020;32(7):1195-1198. doi:10.1007/s40520-020-01570-8
  • Martelletti L, Martelletti P. Air Pollution and the Novel Covid-19 Disease: a Putative Disease Risk Factor. SN Compr Clin Med. 2020;2(4):383-387. doi:10.1007/s42399-020-00274-4
  • Ünal B. Dokuz Eylul University hospital COVID-19 follow-up center: Performance and preliminary findings. Journal of Dokuz Eylul University Medical Faculty. 2021;35(3):343-350.
  • Petrilli CM, Jones SA, Yang J, et al. Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study. BMJ. 2020;369:m1966. doi:10.1136/bmj.m1966
  • Zhou F, Yu T, Du R, et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. The Lancet. 2020;395(10229):1054-1062. doi:10.1016/S0140-6736(20)30566-3
  • Mahendra M, Nuchin A, Kumar R, Shreedhar S, Mahesh PA. Predictors of mortality in patients with severe COVID-19 pneumonia - a retrospective study. Adv Respir Med. 2021;89(2):135-144. doi:10.5603/ARM.a2021.0036
  • Kang SJ, Jung SI. Age-Related Morbidity and Mortality among Patients with COVID-19. Infect Chemother. 2020;52(2):154-164. doi:10.3947/ic.2020.52.2.154
  • Galbadage T, Peterson BM, Awada J, et al. Systematic review and meta-analysis of sex-specific COVID-19 clinical outcomes. Front Med. 2020;7:348.
  • Salinas-Escudero G, Carrillo-Vega MF, Granados- García V, Martínez-Valverde S, Toledano-Toledano F, Garduno-Espinosa J. A survival analysis of COVID-19 in the Mexican population. BMC Public Health. 2020;20(1):1-8.
  • Alguwaihes AM, Al-Sofiani ME, Megdad M, et al. Diabetes and Covid-19 among hospitalized patients in Saudi Arabia: a single-centre retrospective study. Cardiovasc Diabetol. 2020;19(1):1-12.
  • Imai Y, Kuba K, Penninger JM. The discovery of angiotensin-converting enzyme 2 and its role in acute lung injury in mice. Exp Physiol. 2008;93(5):543-548.
  • Kreutz R, Algharably EAEH, Azizi M, et al. Hypertension, the renin–angiotensin system, and the risk of lower respiratory tract infections and lung injury: implications for COVID-19: European Society of Hypertension COVID-19 Task Force Review of Evidence. Cardiovasc Res. 2020;116(10):1688-1699.
  • Li C, Chen Q, Wang J, et al. Clinical characteristics of chronic liver disease with coronavirus disease 2019 (COVID-19): a cohort study in Wuhan, China. Aging. 2020;12(16):15938.
  • Balkissoon R. Journal Club—Severe Acute Respiratory Syndrome Coronavirus-2: Impact on COPD Patients. Chronic Obstr Pulm Dis J COPD Found. 2020;7(4):413.
  • Lu R, Zhao X, Li J, et al. Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding. Lancet Lond Engl. 2020;395(10224):565-574. doi:10.1016/S0140-6736(20)30251-8
  • Matsumoto K, Saito H. Does asthma affect morbidity or severity of COVID-19? J Allergy Clin Immunol. 2020;146(1):55-57.
  • Wu Z, McGoogan JM. Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China: Summary of a Report of 72 314 Cases From the Chinese Center for Disease Control and Prevention. JAMA. 2020;323(13):1239-1242. doi:10.1001/jama.2020.2648
  • Finelli L, Gupta V, Petigara T, Yu K, Bauer KA, Puzniak LA. Mortality Among US Patients Hospitalized With SARS-CoV-2 Infection in 2020. JAMA Netw Open. 2021;4(4):e216556. doi:10.1001/jamanetworkopen.2021.6556
  • Alwafi H, Naser AY, Qanash S, et al. Predictors of Length of Hospital Stay, Mortality, and Outcomes Among Hospitalised COVID-19 Patients in Saudi Arabia: A Cross-Sectional Study. J Multidiscip Healthc. 2021;14:839-852. doi:10.2147/JMDH. S304788
  • Zareifopoulos N, Lagadinou M, Karela A, Platanaki C, Karantzogiannis G, Velissaris D. Management of COVID-19: the risks associated with treatment are clear, but the benefits remain uncertain. Monaldi 348 Investigation of all-cause mortality Turk J Public Health 2023;21(3) Arch Chest Dis. 2020;90(2).
  • Zheng Z, Peng F, Xu B, et al. Risk factors of critical & mortal COVID-19 cases: A systematic literature review and meta-analysis. J Infect. 2020;81(2):e16-e25. doi:10.1016/j. jinf.2020.04.021
There are 41 citations in total.

Details

Primary Language English
Subjects Health Care Administration
Journal Section Original Research
Authors

Ahmet Furkan Süner 0000-0003-1383-3215

Ahmet Naci Emecen 0000-0003-3995-0591

Salih Keskin 0000-0003-4032-319X

Neslişah Şiyve 0000-0001-9055-4573

Ecem Başoğlu Şensoy 0000-0002-9938-1012

Öykü Turunç 0000-0001-5482-3908

Belgin Ünal 0000-0002-4354-8266

Project Number The study was not carried out within the scope of the project.
Early Pub Date December 15, 2023
Publication Date December 15, 2023
Submission Date May 11, 2023
Acceptance Date November 13, 2023
Published in Issue Year 2023

Cite

APA Süner, A. F., Emecen, A. N., Keskin, S., Şiyve, N., et al. (2023). Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study. Turkish Journal of Public Health, 21(3), 336-348. https://doi.org/10.20518/tjph.1293201
AMA Süner AF, Emecen AN, Keskin S, Şiyve N, Başoğlu Şensoy E, Turunç Ö, Ünal B. Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study. TJPH. December 2023;21(3):336-348. doi:10.20518/tjph.1293201
Chicago Süner, Ahmet Furkan, Ahmet Naci Emecen, Salih Keskin, Neslişah Şiyve, Ecem Başoğlu Şensoy, Öykü Turunç, and Belgin Ünal. “Investigation of All-Cause Mortality and Associated Factors in Patients Diagnosed With COVID-19: A Retrospective Cohort Study”. Turkish Journal of Public Health 21, no. 3 (December 2023): 336-48. https://doi.org/10.20518/tjph.1293201.
EndNote Süner AF, Emecen AN, Keskin S, Şiyve N, Başoğlu Şensoy E, Turunç Ö, Ünal B (December 1, 2023) Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study. Turkish Journal of Public Health 21 3 336–348.
IEEE A. F. Süner, A. N. Emecen, S. Keskin, N. Şiyve, E. Başoğlu Şensoy, Ö. Turunç, and B. Ünal, “Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study”, TJPH, vol. 21, no. 3, pp. 336–348, 2023, doi: 10.20518/tjph.1293201.
ISNAD Süner, Ahmet Furkan et al. “Investigation of All-Cause Mortality and Associated Factors in Patients Diagnosed With COVID-19: A Retrospective Cohort Study”. Turkish Journal of Public Health 21/3 (December 2023), 336-348. https://doi.org/10.20518/tjph.1293201.
JAMA Süner AF, Emecen AN, Keskin S, Şiyve N, Başoğlu Şensoy E, Turunç Ö, Ünal B. Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study. TJPH. 2023;21:336–348.
MLA Süner, Ahmet Furkan et al. “Investigation of All-Cause Mortality and Associated Factors in Patients Diagnosed With COVID-19: A Retrospective Cohort Study”. Turkish Journal of Public Health, vol. 21, no. 3, 2023, pp. 336-48, doi:10.20518/tjph.1293201.
Vancouver Süner AF, Emecen AN, Keskin S, Şiyve N, Başoğlu Şensoy E, Turunç Ö, Ünal B. Investigation of all-cause mortality and associated factors in patients diagnosed with COVID-19: A Retrospective Cohort Study. TJPH. 2023;21(3):336-48.

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