Prognostic role of demographic indicators and Charlson comorbidity index in oxygen-dependent patients with coronavirus disease (COVID-19)

Authors

DOI:

https://doi.org/10.14739/2310-1237.2022.3.266544

Keywords:

coronavirus disease COVID-19, viral infection, comorbidity, risk factors, prognosis

Abstract

Aim. The aim of our work is to establish the prognostic significance of demographic indicators and the Charlson comorbidity index (CCI) in oxygen-dependent patients with coronavirus disease (COVID-19).

Material and methods. The research included 211 oxygen-dependent patients with COVID-19: I group – 94 patients who recovered; II group – 117 patients, the disease ended fatally. We used the WHO age classification when analyzing the age structure of patients. The Charlson comorbidity index was calculated for each patient. The patients were divided into groups Statistical data processing was carried out in the program Statistica for Windows 13 (StatSoft Inc., No. JPZ804I382130ARCN10-J).

Results. It was established that the median age of the ІІ group patients was higher (P < 0.001) than patients the I in group. Elderly patients were more often registered in the ІІ group than among patients in group I (25.6 % vs. 8.5 %, P = 0.001). Middle-aged patients were more often registered in the І group than among patients in the II group (34.0 % vs. 19.4 %, P = 0.02). According to the result of the ROC analysis, the prognostic value of the age of the patients was established, namely, under conditions of age >66 years (AUC = 0.636, Р = 0.002), the probability of a fatal outcome of COVID-19 was significant.

Analysis of the influence of comorbid conditions on the risk of COVID-19 fatal outcome in oxygen-dependent patients according to the CCI showed that the absence of comorbid pathology was more common among patients of group I than among patients of group II (12.8 % vs. 2.6 %, P = 0.004). The level of CCI in patients of the II group significantly exceeded the corresponding indicator of the patients of the I group (P < 0.01), who recovered. According to the obtained result of the ROC analysis, the prognostic value of this indicator was established, namely under the conditions of the CCI index >5 in oxygen-dependent patients with COVID-19 (AUC = 0.652, P < 0.001) the probability of fatal outcome of the disease was significant.

Conclusions. In oxygen-dependent patients with COVID-19, patient age and comorbidity are associated with disease outcome. Under conditions of age >66 years (AUC = 0.636, P = 0.002) and the Charlson comorbidity index >5, the probability of a fatal outcome of the disease is significant (AUC = 0.652, P < 0.001).

Author Biographies

V. V. Cherkaskyi, Zaporizhzhia State Medical University, Ukraine

MD, Assistant of the Department of Infectious Diseases

O. V. Riabokon, Zaporizhzhia State Medical University, Ukraine

MD, PhD, DSc, Professor, Head of the Department of Infectious Diseases

Yu. Yu. Riabokon, Zaporizhzhia State Medical University, Ukraine

MD, PhD, DSc, Professor of the Department of Children Infectious Diseases

References

Borges do Nascimento, I. J., Cacic, N., Abdulazeem, H. M., von Groote, T. C., Jayarajah, U., Weerasekara, I., Esfahani, M. A., Civile, V. T., Marusic, A., Jeroncic, A., Carvas Junior, N., Pericic, T. P., Zakarija-Grkovic, I., Meirelles Guimarães, S. M., Luigi Bragazzi, N., Bjorklund, M., Sofi-Mahmudi, A., Altujjar, M., Tian, M., Arcani, D. M. C., … Marcolino, M. S. (2020). Novel Coronavirus Infection (COVID-19) in Humans: A Scoping Review and Meta-Analysis. Journal of clinical medicine, 9(4), 941. https://doi.org/10.3390/jcm9040941

Onder, G., Rezza, G., & Brusaferro, S. (2020). Case-Fatality Rate and Characteristics of Patients Dying in Relation to COVID-19 in Italy. JAMA, 323(18), 1775-1776. https://doi.org/10.1001/jama.2020.4683

Madjid, M., Safavi-Naeini, P., Solomon, S. D., & Vardeny, O. (2020). Potential Effects of Coronaviruses on the Cardiovascular System: A Review. JAMA cardiology, 5(7), 831-840. https://doi.org/10.1001/jamacardio.2020.1286

Ortiz-Prado, E., Simbaña-Rivera, K., Gómez-Barreno, L., Rubio-Neira, M., Guaman, L. P., Kyriakidis, N. C., Muslin, C., Jaramillo, A. M. G., Barba-Ostria, C., Cevallos-Robalino, D., Sanches-SanMiguel, H., Unigarro, L., Zalakeviciute, R., Gadian, N., & López-Cortés, A. (2020). Clinical, molecular, and epidemiological characterization of the SARS-CoV-2 virus and the Coronavirus Disease 2019 (COVID-19), a comprehensive literature review. Diagnostic microbiology and infectious disease, 98(1), 115094. https://doi.org/10.1016/j.diagmicrobio.2020.115094

CDC COVID-19 Response Team (2020). Severe Outcomes Among Patients with Coronavirus Disease 2019 (COVID-19) - United States, February 12-March 16, 2020. MMWR. Morbidity and mortality weekly report, 69(12), 343-346. https://doi.org/10.15585/mmwr.mm6912e2

The Novel Coronavirus Pneumonia Emergency Response Epidemiology Team (2020). The Epidemiological Characteristics of an Outbreak of 2019 Novel Coronavirus Diseases (COVID-19) - China, 2020. China CDC weekly, 2(8), 113-122. https://doi.org/10.46234/ccdcw2020.032

Bwire G. M. (2020). Coronavirus: Why Men are More Vulnerable to Covid-19 Than Women?. SN comprehensive clinical medicine, 2(7), 874-876. https://doi.org/10.1007/s42399-020-00341-w

Alharthy, A., Aletreby, W., Faqihi, F., Balhamar, A., Alaklobi, F., Alanezi, K., Jaganathan, P., Tamim, H., Alqahtani, S. A., Karakitsos, D., & Memish, Z. A. (2021). Clinical Characteristics and Predictors of 28-Day Mortality in 352 Critically Ill Patients with COVID-19: A Retrospective Study. Journal of epidemiology and global health, 11(1), 98-104. https://doi.org/10.2991/jegh.k.200928.001

Ashraf, O., Virani, A., & Cheema, T. (2021). COVID-19: An Update on the Epidemiological, Clinical, Preventive, and Therapeutic Management of 2019 Novel Coronavirus Disease. Critical care nursing quarterly, 44(1), 128-137. https://doi.org/10.1097/CNQ.0000000000000346

Wu, C., Chen, X., Cai, Y., Xia, J., Zhou, X., Xu, S., Huang, H., Zhang, L., Zhou, X., Du, C., Zhang, Y., Song, J., Wang, S., Chao, Y., Yang, Z., Xu, J., Zhou, X., Chen, D., Xiong, W., Xu, L., … Song, Y. (2020). Risk Factors Associated With Acute Respiratory Distress Syndrome and Death in Patients With Coronavirus Disease 2019 Pneumonia in Wuhan, China. JAMA internal medicine, 180(7), 934-943. https://doi.org/10.1001/jamainternmed.2020.0994

Richardson, S., Hirsch, J. S., Narasimhan, M., Crawford, J. M., McGinn, T., Davidson, K. W., the Northwell COVID-19 Research Consortium, Barnaby, D. P., Becker, L. B., Chelico, J. D., Cohen, S. L., Cookingham, J., Coppa, K., Diefenbach, M. A., Dominello, A. J., Duer-Hefele, J., Falzon, L., Gitlin, J., Hajizadeh, N., Harvin, T. G., … Zanos, T. P. (2020). Presenting Characteristics, Comorbidities, and Outcomes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area. JAMA, 323(20), 2052-2059. https://doi.org/10.1001/jama.2020.6775

Ssentongo, P., Ssentongo, A. E., Heilbrunn, E. S., Ba, D. M., & Chinchilli, V. M. (2020). Association of cardiovascular disease and 10 other pre-existing comorbidities with COVID-19 mortality: A systematic review and meta-analysis. PLoS ONE. Public Library of Science. https://doi.org/10.1371/journal.pone.0238215

Ng, W. H., Tipih, T., Makoah, N. A., Vermeulen, J. G., Goedhals, D., Sempa, J. B., Burt, F. J., Taylor, A., & Mahalingam, S. (2021). Comorbidities in SARS-CoV-2 Patients: a Systematic Review and Meta-Analysis. mBio, 12(1), e03647-20. https://doi.org/10.1128/mBio.03647-20

Charlson, M. E., Pompei, P., Ales, K. L., & MacKenzie, C. R. (1987). A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. Journal of chronic diseases, 40(5), 373-383. https://doi.org/10.1016/0021-9681(87)90171-8

Garibaldi, B. T., Wang, K., Robinson, M. L., Zeger, S. L., Bandeen-Roche, K., Wang, M. C., Alexander, G. C., Gupta, A., Bollinger, R., & Xu, Y. (2021). Comparison of Time to Clinical Improvement With vs Without Remdesivir Treatment in Hospitalized Patients With COVID-19. JAMA network open, 4(3), e213071. https://doi.org/10.1001/jamanetworkopen.2021.3071

Al-Baadani, A., Eltayeb, N., Alsufyani, E., Albahrani, S., Basheri, S., Albayat, H., Batubara, E., Ballool, S., Al Assiri, A., Faqihi, F., Musa, A. B., Robert, A. A., Alsherbeeni, N., & Elzein, F. (2021). Efficacy of tocilizumab in patients with severe COVID-19: Survival and clinical outcomes. Journal of infection and public health, 14(8), 1021-1027. https://doi.org/10.1016/j.jiph.2021.05.015

Liu, K., Chen, Y., Lin, R., & Han, K. (2020). Clinical features of COVID-19 in elderly patients: A comparison with young and middle-aged patients. The Journal of infection, 80(6), e14-e18. https://doi.org/10.1016/j.jinf.2020.03.005

Kaur, R., Singh, S., Singh, T. G., Sood, P., & Robert, J. (2022). Covid-19: pharmacotherapeutic insights on various curative approaches in terms of vulnerability, comorbidities, and vaccination. Inflammopharmacology, 30(1), 1-21. https://doi.org/10.1007/s10787-021-00904-w

Saheb Sharif-Askari, N., Saheb Sharif-Askari, F., Alabed, M., Temsah, M. H., Al Heialy, S., Hamid, Q., & Halwani, R. (2020). Airways Expression of SARS-CoV-2 Receptor, ACE2, and TMPRSS2 Is Lower in Children Than Adults and Increases with Smoking and COPD. Molecular therapy. Methods & clinical development, 18, 1-6. https://doi.org/10.1016/j.omtm.2020.05.013

Schuler, B. A., Habermann, A. C., Plosa, E. J., Taylor, C. J., Jetter, C., Negretti, N. M., Kapp, M. E., Benjamin, J. T., Gulleman, P., Nichols, D. S., Braunstein, L. Z., Hackett, A., Koval, M., Guttentag, S. H., Blackwell, T. S., Webber, S. A., Banovich, N. E., Vanderbilt COVID-19 Consortium Cohort, Human Cell Atlas Biological Network, Kropski, J. A., … Sucre, J. M. (2021). Age-determined expression of priming protease TMPRSS2 and localization of SARS-CoV-2 in lung epithelium. The Journal of clinical investigation, 131(1), e140766. https://doi.org/10.1172/JCI140766

Lynch, S. M., Guo, G., Gibson, D. S., Bjourson, A. J., & Rai, T. S. (2021). Role of Senescence and Aging in SARS-CoV-2 Infection and COVID-19 Disease. Cells, 10(12), 3367. https://doi.org/10.3390/cells10123367

Bajaj, V., Gadi, N., Spihlman, A. P., Wu, S. C., Choi, C. H., & Moulton, V. R. (2021). Aging, Immunity, and COVID-19: How Age Influences the Host Immune Response to Coronavirus Infections?. Frontiers in physiology, 11, 571416. https://doi.org/10.3389/fphys.2020.571416

Chen, G., Wu, D., Guo, W., Cao, Y., Huang, D., Wang, H., Wang, T., Zhang, X., Chen, H., Yu, H., Zhang, X., Zhang, M., Wu, S., Song, J., Chen, T., Han, M., Li, S., Luo, X., Zhao, J., & Ning, Q. (2020). Clinical and immunological features of severe and moderate coronavirus disease 2019. The Journal of clinical investigation, 130(5), 2620-2629. https://doi.org/10.1172/JCI137244

Rydyznski Moderbacher, C., Ramirez, S. I., Dan, J. M., Grifoni, A., Hastie, K. M., Weiskopf, D., Belanger, S., Abbott, R. K., Kim, C., Choi, J., Kato, Y., Crotty, E. G., Kim, C., Rawlings, S. A., Mateus, J., Tse, L. P. V., Frazier, A., Baric, R., Peters, B., Greenbaum, J., … Crotty, S. (2020). Antigen-Specific Adaptive Immunity to SARS-CoV-2 in Acute COVID-19 and Associations with Age and Disease Severity. Cell, 183(4), 996-1012.e19. https://doi.org/10.1016/j.cell.2020.09.038

Foresta, C., Rocca, M. S., & Di Nisio, A. (2021). Gender susceptibility to COVID-19: a review of the putative role of sex hormones and X chromosome. Journal of endocrinological investigation, 44(5), 951-956. https://doi.org/10.1007/s40618-020-01383-6

Li, B., Yang, J., Zhao, F., Zhi, L., Wang, X., Liu, L., Bi, Z., & Zhao, Y. (2020). Prevalence and impact of cardiovascular metabolic diseases on COVID-19 in China. Clinical research in cardiology, 109(5), 531-538. https://doi.org/10.1007/s00392-020-01626-9

Riabokon, O. V., Tumanska, L. M., Cherkaskyi, V. V., & Riabokon, Yu. Yu. (2021). Clinical and pathomorphological analysis of deaths from COVID-19 in 2020. Pathologia, 18(3), 269-277. https://doi.org/10.14739/2310-1237.2021.3.242247

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Published

2023-01-27

How to Cite

1.
Cherkaskyi VV, Riabokon OV, Riabokon YY. Prognostic role of demographic indicators and Charlson comorbidity index in oxygen-dependent patients with coronavirus disease (COVID-19). Pathologia [Internet]. 2023Jan.27 [cited 2024Nov.20];19(3):214-20. Available from: http://pat.zsmu.edu.ua/article/view/266544

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Original research