Evaluation of the Potential Risk of Mortality from SARS-CoV-2 Infection in Hospitalized Patients According to the Charlson Comorbidity Index
The pandemic of COVID-19 has represented a major threat to global public health in the last century and therefore to identify predictors of mortality among COVID-19 hospitalized patients is widely justified. The aim of this study was to evaluate the possible usefulness of Charlson Comorbidity Index...
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creator | Gutierrez-Camacho, Jose Roberto Avila-Carrasco, Lorena Murillo-Ruíz-Esparza, Alberto Garza-Veloz, Idalia Araujo-Espino, Roxana Martinez-Vazquez, Maria Calixta Trejo-Ortiz, Perla M Rodriguez-Sanchez, Iram Pablo Delgado-Enciso, Iván Castañeda-López, Maria E Gamón-Madrid, Araceli Martinez-Fierro, Margarita L |
description | The pandemic of COVID-19 has represented a major threat to global public health in the last century and therefore to identify predictors of mortality among COVID-19 hospitalized patients is widely justified. The aim of this study was to evaluate the possible usefulness of Charlson Comorbidity Index (CCI) as mortality predictor in patients hospitalized because COVID-19.
This study was carried out in Zacatecas, Mexico, and it included 705 hospitalized patients with suspected of SARS-CoV-2 infection. Clinical data were collected, and the CCI score was calculated online using the calculator from the Sociedad Andaluza de Medicina Intensiva y Unidades Coronarias; the result was evaluated as mortality predictor among the patients with COVID-19.
377 patients were positive for SARS-COV-2. Obesity increased the risk of intubation among the study population (odds ratio (OR) = 2.59; 95 CI: 1.36-4.92;
= 0.003). The CCI values were higher in patients who died because of COVID-19 complications than those observed in patients who survived (
< 0.001). Considering a CCI cutoff > 31.69, the area under the ROC curve was 0.75, with a sensitivity and a specificity of 63.6% and 87.7%, respectively. Having a CCI value > 31.69 increased the odds of death by 12.5 times among the study population (95% CI: 7.3-21.4;
< 0.001).
The CCI is a suitable tool for the prediction of mortality in patients hospitalized for COVID-19. The presence of comorbidities in hospitalized patients with COVID-19 reflected as CCI > 31.69 increased the risk of death among the study population, so it is important to take precautionary measures in patients due to their condition and their increased vulnerability to SARS-CoV-2 infection. |
doi_str_mv | 10.3390/healthcare10020362 |
format | Article |
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This study was carried out in Zacatecas, Mexico, and it included 705 hospitalized patients with suspected of SARS-CoV-2 infection. Clinical data were collected, and the CCI score was calculated online using the calculator from the Sociedad Andaluza de Medicina Intensiva y Unidades Coronarias; the result was evaluated as mortality predictor among the patients with COVID-19.
377 patients were positive for SARS-COV-2. Obesity increased the risk of intubation among the study population (odds ratio (OR) = 2.59; 95 CI: 1.36-4.92;
= 0.003). The CCI values were higher in patients who died because of COVID-19 complications than those observed in patients who survived (
< 0.001). Considering a CCI cutoff > 31.69, the area under the ROC curve was 0.75, with a sensitivity and a specificity of 63.6% and 87.7%, respectively. Having a CCI value > 31.69 increased the odds of death by 12.5 times among the study population (95% CI: 7.3-21.4;
< 0.001).
The CCI is a suitable tool for the prediction of mortality in patients hospitalized for COVID-19. The presence of comorbidities in hospitalized patients with COVID-19 reflected as CCI > 31.69 increased the risk of death among the study population, so it is important to take precautionary measures in patients due to their condition and their increased vulnerability to SARS-CoV-2 infection.</description><identifier>ISSN: 2227-9032</identifier><identifier>EISSN: 2227-9032</identifier><identifier>DOI: 10.3390/healthcare10020362</identifier><identifier>PMID: 35206976</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Comorbidity ; Coronaviruses ; COVID-19 ; Fatalities ; Mortality ; Obesity ; Severe acute respiratory syndrome coronavirus 2</subject><ispartof>Healthcare (Basel), 2022-02, Vol.10 (2), p.362</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 by the authors. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c430t-ab4d218eda37f77092b98946d8ab2e2ae78922aed703a8f05ebaf3832707fe343</citedby><cites>FETCH-LOGICAL-c430t-ab4d218eda37f77092b98946d8ab2e2ae78922aed703a8f05ebaf3832707fe343</cites><orcidid>0000-0003-3250-1873 ; 0000-0002-5988-4168 ; 0000-0002-6307-1696 ; 0000-0003-1478-9068</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872141/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872141/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35206976$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gutierrez-Camacho, Jose Roberto</creatorcontrib><creatorcontrib>Avila-Carrasco, Lorena</creatorcontrib><creatorcontrib>Murillo-Ruíz-Esparza, Alberto</creatorcontrib><creatorcontrib>Garza-Veloz, Idalia</creatorcontrib><creatorcontrib>Araujo-Espino, Roxana</creatorcontrib><creatorcontrib>Martinez-Vazquez, Maria Calixta</creatorcontrib><creatorcontrib>Trejo-Ortiz, Perla M</creatorcontrib><creatorcontrib>Rodriguez-Sanchez, Iram Pablo</creatorcontrib><creatorcontrib>Delgado-Enciso, Iván</creatorcontrib><creatorcontrib>Castañeda-López, Maria E</creatorcontrib><creatorcontrib>Gamón-Madrid, Araceli</creatorcontrib><creatorcontrib>Martinez-Fierro, Margarita L</creatorcontrib><title>Evaluation of the Potential Risk of Mortality from SARS-CoV-2 Infection in Hospitalized Patients According to the Charlson Comorbidity Index</title><title>Healthcare (Basel)</title><addtitle>Healthcare (Basel)</addtitle><description>The pandemic of COVID-19 has represented a major threat to global public health in the last century and therefore to identify predictors of mortality among COVID-19 hospitalized patients is widely justified. The aim of this study was to evaluate the possible usefulness of Charlson Comorbidity Index (CCI) as mortality predictor in patients hospitalized because COVID-19.
This study was carried out in Zacatecas, Mexico, and it included 705 hospitalized patients with suspected of SARS-CoV-2 infection. Clinical data were collected, and the CCI score was calculated online using the calculator from the Sociedad Andaluza de Medicina Intensiva y Unidades Coronarias; the result was evaluated as mortality predictor among the patients with COVID-19.
377 patients were positive for SARS-COV-2. Obesity increased the risk of intubation among the study population (odds ratio (OR) = 2.59; 95 CI: 1.36-4.92;
= 0.003). The CCI values were higher in patients who died because of COVID-19 complications than those observed in patients who survived (
< 0.001). Considering a CCI cutoff > 31.69, the area under the ROC curve was 0.75, with a sensitivity and a specificity of 63.6% and 87.7%, respectively. Having a CCI value > 31.69 increased the odds of death by 12.5 times among the study population (95% CI: 7.3-21.4;
< 0.001).
The CCI is a suitable tool for the prediction of mortality in patients hospitalized for COVID-19. The presence of comorbidities in hospitalized patients with COVID-19 reflected as CCI > 31.69 increased the risk of death among the study population, so it is important to take precautionary measures in patients due to their condition and their increased vulnerability to SARS-CoV-2 infection.</description><subject>Comorbidity</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>Fatalities</subject><subject>Mortality</subject><subject>Obesity</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><issn>2227-9032</issn><issn>2227-9032</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNplkcFuFSEYhYnR2ObaF3BhSNy4mcrA3AE2JjeT1t6kxqZVt4QZoENl4ApMY_sMPrRMW5uqbH4C53z5Tw4Ar2t0SAhH70ctXR4HGXWNEEakxc_APsaYVhwR_PzJfQ8cpHSFyuE1YWT9EuyRNUYtp-0--HV0Ld0ssw0eBgPzqOFZyNpnKx08t-n78vopxCydzTfQxDDBi835RdWFbxWGW2_0cGe2Hp6EtLOL8FYreFaYBZPgZhhCVNZfwhzu-N0oo0vF0oUpxN6qBbz1Sv98BV4Y6ZI-eJgr8PX46Et3Up1-_rjtNqfV0BCUK9k3CtdMK0mooRRx3HPGm1Yx2WONpaaM4zIURUQyg9a6l6YkxxRRo0lDVuDDPXc395NWQ9kzSid20U4y3oggrfj7x9tRXIZrwRjFdVMXwLsHQAw_Zp2ymGwatHPS6zAngdvSESGsjBV4-4_0KszRl3iLCtOG0poXFb5XDTGkFLV5XKZGYulb_N93Mb15GuPR8qdd8hvfiarB</recordid><startdate>20220212</startdate><enddate>20220212</enddate><creator>Gutierrez-Camacho, Jose Roberto</creator><creator>Avila-Carrasco, Lorena</creator><creator>Murillo-Ruíz-Esparza, Alberto</creator><creator>Garza-Veloz, Idalia</creator><creator>Araujo-Espino, Roxana</creator><creator>Martinez-Vazquez, Maria Calixta</creator><creator>Trejo-Ortiz, Perla M</creator><creator>Rodriguez-Sanchez, Iram Pablo</creator><creator>Delgado-Enciso, Iván</creator><creator>Castañeda-López, Maria E</creator><creator>Gamón-Madrid, Araceli</creator><creator>Martinez-Fierro, Margarita L</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7XB</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>KB0</scope><scope>M2O</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-3250-1873</orcidid><orcidid>https://orcid.org/0000-0002-5988-4168</orcidid><orcidid>https://orcid.org/0000-0002-6307-1696</orcidid><orcidid>https://orcid.org/0000-0003-1478-9068</orcidid></search><sort><creationdate>20220212</creationdate><title>Evaluation of the Potential Risk of Mortality from SARS-CoV-2 Infection in Hospitalized Patients According to the Charlson Comorbidity Index</title><author>Gutierrez-Camacho, Jose Roberto ; 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The aim of this study was to evaluate the possible usefulness of Charlson Comorbidity Index (CCI) as mortality predictor in patients hospitalized because COVID-19.
This study was carried out in Zacatecas, Mexico, and it included 705 hospitalized patients with suspected of SARS-CoV-2 infection. Clinical data were collected, and the CCI score was calculated online using the calculator from the Sociedad Andaluza de Medicina Intensiva y Unidades Coronarias; the result was evaluated as mortality predictor among the patients with COVID-19.
377 patients were positive for SARS-COV-2. Obesity increased the risk of intubation among the study population (odds ratio (OR) = 2.59; 95 CI: 1.36-4.92;
= 0.003). The CCI values were higher in patients who died because of COVID-19 complications than those observed in patients who survived (
< 0.001). Considering a CCI cutoff > 31.69, the area under the ROC curve was 0.75, with a sensitivity and a specificity of 63.6% and 87.7%, respectively. Having a CCI value > 31.69 increased the odds of death by 12.5 times among the study population (95% CI: 7.3-21.4;
< 0.001).
The CCI is a suitable tool for the prediction of mortality in patients hospitalized for COVID-19. The presence of comorbidities in hospitalized patients with COVID-19 reflected as CCI > 31.69 increased the risk of death among the study population, so it is important to take precautionary measures in patients due to their condition and their increased vulnerability to SARS-CoV-2 infection.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>35206976</pmid><doi>10.3390/healthcare10020362</doi><orcidid>https://orcid.org/0000-0003-3250-1873</orcidid><orcidid>https://orcid.org/0000-0002-5988-4168</orcidid><orcidid>https://orcid.org/0000-0002-6307-1696</orcidid><orcidid>https://orcid.org/0000-0003-1478-9068</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Comorbidity Coronaviruses COVID-19 Fatalities Mortality Obesity Severe acute respiratory syndrome coronavirus 2 |
title | Evaluation of the Potential Risk of Mortality from SARS-CoV-2 Infection in Hospitalized Patients According to the Charlson Comorbidity Index |
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