Risk factors associated with intensive care unit (ICU) admission and in-hospital death among adults hospitalized with COVID-19: a two-center retrospective observational study in tertiary care hospitals

被引:8
作者
Shayganfar, Azin [1 ]
Sami, Ramin [2 ]
Sadeghi, Somayeh [2 ]
Dehghan, Mehrnegar [3 ]
Khademi, Nilufar [3 ]
Rikhtegaran, Reyhaneh [4 ]
Basiratnia, Reza [1 ]
Ferdosi, Felora [1 ]
Hajiahmadi, Somayeh [1 ]
机构
[1] Isfahan Univ Med Sci, Sch Med, Dept Radiol, Hezarjerib Ave, Esfahan, Iran
[2] Isfahan Univ Med Sci, Sch Med, Dept Internal Med, Esfahan, Iran
[3] Isfahan Univ Med Sci, Esfahan, Iran
[4] Isfahan Univ Technol, Fac Math Sci, Esfahan, Iran
关键词
COVID-19; Coronavirus; Risk factor; Poor outcome; CORONAVIRUS;
D O I
10.1007/s10140-021-01903-8
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background The COVID-19 pandemic is straining the health care systems worldwide. Therefore, health systems should make strategic shifts to ensure that limited resources provide the highest benefit for COVID-19 patients. Objective This study aimed to describe the risk factors associated with poor in-hospital outcomes to help clinicians make better patient care decisions. Material and methods This retrospective observational study enrolled 176 laboratory-confirmed COVID-19 patients. Demographic characteristics, clinical data, lymphocyte count, CT imaging findings on admission, and clinical outcomes were collected and compared. Two radiologists evaluated the distribution and CT features of the lesions and also scored the extent of lung involvement. The receiver operating characteristic (ROC) curve was used to determine the optimum cutoff point for possible effective variables on patients' outcomes. Multivariable logistic regression models were used to determine the risk factors associated with ICU admission and in-hospital death. Result Thirty-eight (21.5%) patients were either died or admitted to ICU from a total of 176 enrolled ones. The mean age of the patients was 57.5 +/- 16.1 years (males: 61%). The best cutoff point for predicting poor outcomes based on age, CT score, and O-2 saturation was 60 years (sensitivity: 71%, specificity: 62%), 10.5 (sensitivity: 73%, specificity: 58%), and 90.5% (sensitivity: 73%, specificity: 59%), respectively. CT score cutoff point was rounded to 11 since this score contains only integer numbers. Multivariable-adjusted regression models revealed that ages of >= 60 years, CT score of >= 11, and O-2 saturation of <= 90.5% were associated with higher worse outcomes among study population (odds ratio (OR): 3.62, 95%CI: 1.35-9.67, P = 0.019; OR: 4.38, 95%CI: 1.69-11.35, P = 0.002; and OR: 2.78, 95%CI: 1.03-7.47, P = 0.042, respectively). Conclusion The findings indicate that older age, higher CT score, and lower O-2 saturation could be categorized as predictors of poor outcome among COVID-19-infected patients. Other studies are required to prove these associations.
引用
收藏
页码:691 / 697
页数:7
相关论文
共 27 条
[1]   Clinical management of severe acute respiratory infection (SARI) when COVID-19 disease is suspected. Interim guidance [J].
不详 .
PEDIATRIA I MEDYCYNA RODZINNA-PAEDIATRICS AND FAMILY MEDICINE, 2020, 16 (01) :9-26
[2]  
CDC COVID-19 Response Team, 2020, MMWR-MORBID MORTAL W, V69, P343, DOI [10.15585/mmwr.mm6912e2, 10.15585/mmwr.mm6915e4]
[3]  
Chen T, 2020, BMJ-BRIT MED J, V368, DOI [10.1136/bmj.m1091, 10.1136/bmj.m1295]
[4]   Preliminary Estimates of the Prevalence of Selected Underlying Health Conditions Among Patients with Coronavirus Disease 2019-United States, February 12-March 28, 2020 [J].
Chow, Nancy ;
Fleming-Dutra, Katherine ;
Gierke, Ryan ;
Hall, Aron ;
Hughes, Michelle ;
Pilishvili, Tamara ;
Ritchey, Matthew ;
Roguski, Katherine ;
Skoff, Tami ;
Ussery, Emily .
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT, 2020, 69 (13) :382-386
[5]   Risk Factors for Poor Outcome in Patients with Severe Viral Pneumonia on Chest CT during the COVID-19 Outbreak: a Perspective from Iran [J].
Amir H. Davarpanah ;
Reyhaneh Asgari ;
Yashar Moharamzad ;
Arash Mahdavi ;
Alireza Abrishami ;
Sayyedmojtaba Nekooghadam ;
Ali Sabri ;
Ehsan Zarei ;
Mehdi Khazaei ;
Morteza Sanei Taheri .
SN Comprehensive Clinical Medicine, 2020, 2 (9) :1366-1376
[6]   Chest CT score in COVID-19 patients: correlation with disease severity and short-term prognosis [J].
Francone, Marco ;
Iafrate, Franco ;
Masci, Giorgio Maria ;
Coco, Simona ;
Cilia, Francesco ;
Manganaro, Lucia ;
Panebianco, Valeria ;
Andreoli, Chiara ;
Colaiacomo, Maria Chiara ;
Zingaropoli, Maria Antonella ;
Ciardi, Maria Rosa ;
Mastroianni, Claudio Maria ;
Pugliese, Francesco ;
Alessandri, Francesco ;
Turriziani, Ombretta ;
Ricci, Paolo ;
Catalano, Carlo .
EUROPEAN RADIOLOGY, 2020, 30 (12) :6808-6817
[7]   Clinical Characteristics of Coronavirus Disease 2019 in China [J].
Guan, W. ;
Ni, Z. ;
Hu, Yu ;
Liang, W. ;
Ou, C. ;
He, J. ;
Liu, L. ;
Shan, H. ;
Lei, C. ;
Hui, D. S. C. ;
Du, B. ;
Li, L. ;
Zeng, G. ;
Yuen, K. -Y. ;
Chen, R. ;
Tang, C. ;
Wang, T. ;
Chen, P. ;
Xiang, J. ;
Li, S. ;
Wang, Jin-lin ;
Liang, Z. ;
Peng, Y. ;
Wei, L. ;
Liu, Y. ;
Hu, Ya-hua ;
Peng, P. ;
Wang, Jian-ming ;
Liu, J. ;
Chen, Z. ;
Li, G. ;
Zheng, Z. ;
Qiu, S. ;
Luo, J. ;
Ye, C. ;
Zhu, S. ;
Zhong, N. .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 382 (18) :1708-1720
[8]  
Guan WJ, 2020, EUR RESPIR J, V55, DOI [10.1183/13993003.00547-2020, 10.1183/13993003.00597-2020, 10.1371/journal.pone.0240308]
[9]   Characteristics Associated with Hospitalization Among Patients with COVID-19-Metropolitan Atlanta, Georgia, March-April 2020 [J].
Killerby, Marie E. ;
Link-Gelles, Ruth ;
Haight, Sarah C. ;
Schrodt, Caroline A. ;
England, Lucinda ;
Gomes, Danica J. ;
Shamout, Mays ;
Pettrone, Kristen ;
O'Laughlin, Kevin ;
Kimball, Anne ;
Blau, Erin F. ;
Burnett, Eleanor ;
Ladva, Chandresh N. ;
Szablewski, Christine M. ;
Tobin-D'Angelo, Melissa ;
Oosmanally, Nadine ;
Drenzek, Cherie ;
Murphy, David J. ;
Blum, James M. ;
Hollberg, Julie ;
Lefkove, Benjamin ;
Brown, Frank W. ;
Shimabukuro, Tom ;
Midgley, Claire M. ;
Tate, Jacqueline E. .
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT, 2020, 69 (25) :790-794
[10]   Risk Factors for Intensive Care Unit Admission and In-hospital Mortality Among Hospitalized Adults Identified through the US Coronavirus Disease 2019 (COVID-19)-Associated Hospitalization Surveillance Network (COVID-NET) [J].
Kim, Lindsay ;
Garg, Shikha ;
O'Halloran, Alissa ;
Whitaker, Michael ;
Pham, Huong ;
Anderson, Evan J. ;
Armistead, Isaac ;
Bennett, Nancy M. ;
Billing, Laurie ;
Como-Sabetti, Kathryn ;
Hill, Mary ;
Kim, Sue ;
Monroe, Maya L. ;
Muse, Alison ;
Reingold, Arthur L. ;
Schaffner, William ;
Sutton, Melissa ;
Talbot, H. Keipp ;
Torres, Salina M. ;
Yousey-Hindes, Kimberly ;
Holstein, Rachel ;
Cummings, Charisse ;
Brammer, Lynnette ;
Hall, Aron J. ;
Fry, Alicia M. ;
Langley, Gayle E. .
CLINICAL INFECTIOUS DISEASES, 2021, 72 (09) :E206-E214