Predictors of intensive care unit admission in adult cancer patients presenting to the emergency department with COVID-19 infection: A retrospective study
Background Adult cancer patients with COVID-19 were shown to be at higher risk of Intensive Care Unit (ICU) admission. Previously published prediction models showed controversy and enforced the importance of heterogeneity among different populations studied. Therefore, this study aimed to identify p...
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description | Background Adult cancer patients with COVID-19 were shown to be at higher risk of Intensive Care Unit (ICU) admission. Previously published prediction models showed controversy and enforced the importance of heterogeneity among different populations studied. Therefore, this study aimed to identify predictors of ICU admission (demographic, clinical, and COVID-19 targeted medications) in cancer patients with active COVID-19 infection presenting to the Emergency Department (ED). Methods This is a retrospective cohort study. It was conducted on adult cancer patients older than 18 years who presented to the American University of Beirut Medical Center ED from February 21, 2020, till February 21, 2021, and were found to have COVID-19 infection. Relevant data were extracted from electronic medical records. The association between different variables and ICU admission was tested. Logistic regression was done to adjust for confounding variables. A p-value less than 0.05 was considered significant. Results Eighty-nine distinct patients were included. About 37% were admitted to the ICU (n = 33). Higher ICU admission was seen in patients who had received chemotherapy within one month, had a respiratory rate at triage above 22 breaths per minute, oxygen saturation less than 95%, and a higher c-reactive protein upon presentation to the ED. After adjusting for confounding variables, only recent chemotherapy and higher respiratory rate at triage were significantly associated with ICU admission. Conclusion Physicians need to be vigilant when taking care of COVID-19 infected cancer patients. Patients who are tachypneic at presentation and those who have had chemotherapy within one month are at high risk for ICU admission. |
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Previously published prediction models showed controversy and enforced the importance of heterogeneity among different populations studied. Therefore, this study aimed to identify predictors of ICU admission (demographic, clinical, and COVID-19 targeted medications) in cancer patients with active COVID-19 infection presenting to the Emergency Department (ED). Methods This is a retrospective cohort study. It was conducted on adult cancer patients older than 18 years who presented to the American University of Beirut Medical Center ED from February 21, 2020, till February 21, 2021, and were found to have COVID-19 infection. Relevant data were extracted from electronic medical records. The association between different variables and ICU admission was tested. Logistic regression was done to adjust for confounding variables. A p-value less than 0.05 was considered significant. Results Eighty-nine distinct patients were included. About 37% were admitted to the ICU (n = 33). Higher ICU admission was seen in patients who had received chemotherapy within one month, had a respiratory rate at triage above 22 breaths per minute, oxygen saturation less than 95%, and a higher c-reactive protein upon presentation to the ED. After adjusting for confounding variables, only recent chemotherapy and higher respiratory rate at triage were significantly associated with ICU admission. Conclusion Physicians need to be vigilant when taking care of COVID-19 infected cancer patients. Patients who are tachypneic at presentation and those who have had chemotherapy within one month are at high risk for ICU admission.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0287649</identifier><identifier>PMID: 37643201</identifier><language>eng</language><publisher>San Francisco: Public Library of Science</publisher><subject>Age ; Antibiotics ; Anticoagulants ; C-reactive protein ; Cancer ; Cancer therapies ; Cardiac arrhythmia ; Chemotherapy ; COVID-19 ; Data collection ; Electronic health records ; Electronic medical records ; Emergency medical care ; Emergency medical services ; Evaluation ; Health care facilities ; Heterogeneity ; Hospitals ; Infections ; Intensive care ; Intensive care nursing ; Intubation ; Medical care ; Medicine and Health Sciences ; Mortality ; Ostomy ; Oxygen ; Oxygen content ; Oxygen saturation ; Patients ; Pneumothorax ; Population studies ; Prediction models ; Quality management ; Respiration ; Respiratory distress syndrome ; Respiratory failure ; Respiratory rate ; Severe acute respiratory syndrome coronavirus 2 ; Statistical analysis ; Tumors ; Variables ; Vital signs</subject><ispartof>PloS one, 2023-08, Vol.18 (8), p.e0287649-e0287649</ispartof><rights>COPYRIGHT 2023 Public Library of Science</rights><rights>2023 El Zahran et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 El Zahran et al 2023 El Zahran et al</rights><rights>2023 El Zahran et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c512t-ee6905db1ee35419c3ea25328de48a8c4c1627d02114c315a150f5e3afea41573</cites><orcidid>0000-0002-1182-2435 ; 0000-0001-7736-0985</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/PMC10464997/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10464997/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79569,79570</link.rule.ids></links><search><creatorcontrib>El Zahran, Tharwat</creatorcontrib><creatorcontrib>Kalot, Nour</creatorcontrib><creatorcontrib>Cheaito, Rola</creatorcontrib><creatorcontrib>Khalifeh, Malak</creatorcontrib><creatorcontrib>Estelly, Natalie</creatorcontrib><creatorcontrib>El Majzoub, Imad</creatorcontrib><title>Predictors of intensive care unit admission in adult cancer patients presenting to the emergency department with COVID-19 infection: A retrospective study</title><title>PloS one</title><description>Background Adult cancer patients with COVID-19 were shown to be at higher risk of Intensive Care Unit (ICU) admission. Previously published prediction models showed controversy and enforced the importance of heterogeneity among different populations studied. Therefore, this study aimed to identify predictors of ICU admission (demographic, clinical, and COVID-19 targeted medications) in cancer patients with active COVID-19 infection presenting to the Emergency Department (ED). Methods This is a retrospective cohort study. It was conducted on adult cancer patients older than 18 years who presented to the American University of Beirut Medical Center ED from February 21, 2020, till February 21, 2021, and were found to have COVID-19 infection. Relevant data were extracted from electronic medical records. The association between different variables and ICU admission was tested. Logistic regression was done to adjust for confounding variables. A p-value less than 0.05 was considered significant. Results Eighty-nine distinct patients were included. About 37% were admitted to the ICU (n = 33). Higher ICU admission was seen in patients who had received chemotherapy within one month, had a respiratory rate at triage above 22 breaths per minute, oxygen saturation less than 95%, and a higher c-reactive protein upon presentation to the ED. After adjusting for confounding variables, only recent chemotherapy and higher respiratory rate at triage were significantly associated with ICU admission. Conclusion Physicians need to be vigilant when taking care of COVID-19 infected cancer patients. Patients who are tachypneic at presentation and those who have had chemotherapy within one month are at high risk for ICU admission.</description><subject>Age</subject><subject>Antibiotics</subject><subject>Anticoagulants</subject><subject>C-reactive protein</subject><subject>Cancer</subject><subject>Cancer therapies</subject><subject>Cardiac arrhythmia</subject><subject>Chemotherapy</subject><subject>COVID-19</subject><subject>Data collection</subject><subject>Electronic health records</subject><subject>Electronic medical records</subject><subject>Emergency medical care</subject><subject>Emergency medical services</subject><subject>Evaluation</subject><subject>Health care facilities</subject><subject>Heterogeneity</subject><subject>Hospitals</subject><subject>Infections</subject><subject>Intensive care</subject><subject>Intensive care nursing</subject><subject>Intubation</subject><subject>Medical care</subject><subject>Medicine and Health Sciences</subject><subject>Mortality</subject><subject>Ostomy</subject><subject>Oxygen</subject><subject>Oxygen content</subject><subject>Oxygen saturation</subject><subject>Patients</subject><subject>Pneumothorax</subject><subject>Population studies</subject><subject>Prediction models</subject><subject>Quality management</subject><subject>Respiration</subject><subject>Respiratory distress syndrome</subject><subject>Respiratory failure</subject><subject>Respiratory rate</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><subject>Statistical analysis</subject><subject>Tumors</subject><subject>Variables</subject><subject>Vital 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of intensive care unit admission in adult cancer patients presenting to the emergency department with COVID-19 infection: A retrospective study</title><author>El Zahran, Tharwat ; Kalot, Nour ; Cheaito, Rola ; Khalifeh, Malak ; Estelly, Natalie ; El Majzoub, Imad</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c512t-ee6905db1ee35419c3ea25328de48a8c4c1627d02114c315a150f5e3afea41573</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Age</topic><topic>Antibiotics</topic><topic>Anticoagulants</topic><topic>C-reactive protein</topic><topic>Cancer</topic><topic>Cancer therapies</topic><topic>Cardiac arrhythmia</topic><topic>Chemotherapy</topic><topic>COVID-19</topic><topic>Data collection</topic><topic>Electronic health records</topic><topic>Electronic medical records</topic><topic>Emergency medical care</topic><topic>Emergency medical services</topic><topic>Evaluation</topic><topic>Health care facilities</topic><topic>Heterogeneity</topic><topic>Hospitals</topic><topic>Infections</topic><topic>Intensive care</topic><topic>Intensive care nursing</topic><topic>Intubation</topic><topic>Medical care</topic><topic>Medicine and Health Sciences</topic><topic>Mortality</topic><topic>Ostomy</topic><topic>Oxygen</topic><topic>Oxygen content</topic><topic>Oxygen saturation</topic><topic>Patients</topic><topic>Pneumothorax</topic><topic>Population studies</topic><topic>Prediction models</topic><topic>Quality management</topic><topic>Respiration</topic><topic>Respiratory distress syndrome</topic><topic>Respiratory failure</topic><topic>Respiratory rate</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Statistical analysis</topic><topic>Tumors</topic><topic>Variables</topic><topic>Vital signs</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>El Zahran, 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one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>El Zahran, Tharwat</au><au>Kalot, Nour</au><au>Cheaito, Rola</au><au>Khalifeh, Malak</au><au>Estelly, Natalie</au><au>El Majzoub, Imad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of intensive care unit admission in adult cancer patients presenting to the emergency department with COVID-19 infection: A retrospective study</atitle><jtitle>PloS one</jtitle><date>2023-08-29</date><risdate>2023</risdate><volume>18</volume><issue>8</issue><spage>e0287649</spage><epage>e0287649</epage><pages>e0287649-e0287649</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Background Adult cancer patients with COVID-19 were shown to be at higher risk of Intensive Care Unit (ICU) admission. Previously published prediction models showed controversy and enforced the importance of heterogeneity among different populations studied. Therefore, this study aimed to identify predictors of ICU admission (demographic, clinical, and COVID-19 targeted medications) in cancer patients with active COVID-19 infection presenting to the Emergency Department (ED). Methods This is a retrospective cohort study. It was conducted on adult cancer patients older than 18 years who presented to the American University of Beirut Medical Center ED from February 21, 2020, till February 21, 2021, and were found to have COVID-19 infection. Relevant data were extracted from electronic medical records. The association between different variables and ICU admission was tested. Logistic regression was done to adjust for confounding variables. A p-value less than 0.05 was considered significant. Results Eighty-nine distinct patients were included. About 37% were admitted to the ICU (n = 33). Higher ICU admission was seen in patients who had received chemotherapy within one month, had a respiratory rate at triage above 22 breaths per minute, oxygen saturation less than 95%, and a higher c-reactive protein upon presentation to the ED. After adjusting for confounding variables, only recent chemotherapy and higher respiratory rate at triage were significantly associated with ICU admission. Conclusion Physicians need to be vigilant when taking care of COVID-19 infected cancer patients. Patients who are tachypneic at presentation and those who have had chemotherapy within one month are at high risk for ICU admission.</abstract><cop>San Francisco</cop><pub>Public Library of Science</pub><pmid>37643201</pmid><doi>10.1371/journal.pone.0287649</doi><orcidid>https://orcid.org/0000-0002-1182-2435</orcidid><orcidid>https://orcid.org/0000-0001-7736-0985</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Age Antibiotics Anticoagulants C-reactive protein Cancer Cancer therapies Cardiac arrhythmia Chemotherapy COVID-19 Data collection Electronic health records Electronic medical records Emergency medical care Emergency medical services Evaluation Health care facilities Heterogeneity Hospitals Infections Intensive care Intensive care nursing Intubation Medical care Medicine and Health Sciences Mortality Ostomy Oxygen Oxygen content Oxygen saturation Patients Pneumothorax Population studies Prediction models Quality management Respiration Respiratory distress syndrome Respiratory failure Respiratory rate Severe acute respiratory syndrome coronavirus 2 Statistical analysis Tumors Variables Vital signs |
title | Predictors of intensive care unit admission in adult cancer patients presenting to the emergency department with COVID-19 infection: A retrospective study |
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