The utility of the Edmonton Obesity Staging System for the prediction of COVID-19 outcomes: a multi-centre study

Background Patients with obesity have an increased risk for adverse COVID-19 outcomes. Body mass index (BMI) does not acknowledge the health burden associated this disease. The performance of the Edmonton Obesity Staging System (EOSS), a clinical classification tool that assesses obesity-related com...

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Veröffentlicht in:International Journal of Obesity 2022-03, Vol.46 (3), p.661-668
Hauptverfasser: Rodríguez-Flores, Marcela, Goicochea-Turcott, Eduardo W., Mancillas-Adame, Leonardo, Garibay-Nieto, Nayely, López-Cervantes, Malaquías, Rojas-Russell, Mario E., Castro-Porras, Lilia V., Gutiérrez-León, Eduardo, Campos-Calderón, Luis F., Pedraza-Escudero, Karen, Aguilar-Cuarto, Karina, Villanueva-Ortega, Eréndira, Hernández-Ruíz, Joselin, Guerrero-Avendaño, Guadalupe, Monzalvo-Reyes, Sheyla M., García-Rascón, Rafael, Gil-Velázquez, Israel N., Cortés-Hernández, Dora E., Granados-Shiroma, Marcela, Alvarez-Rodríguez, Brenda G., Cabello-Garza, Martha L., González-Contreras, Zaira L., Picazo-Palencia, Esteban, Cerda-Arteaga, Juana M., Pérez-Gómez, Héctor R., Calva-Rodríguez, Roberto, Sánchez-Rodríguez, Gerardo, Carpio-Vázquez, Leslie D., Dávalos-Herrera, María A., Villatoro-de-Pleitez, Karla M., Suárez-López, Melissa D., Nevárez-Carrillo, María G., Pérez-Alcántara, Karina, Mehta, Roopa, Diez, Edurne Sandoval, Gregg, Edward W.
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container_end_page 668
container_issue 3
container_start_page 661
container_title International Journal of Obesity
container_volume 46
creator Rodríguez-Flores, Marcela
Goicochea-Turcott, Eduardo W.
Mancillas-Adame, Leonardo
Garibay-Nieto, Nayely
López-Cervantes, Malaquías
Rojas-Russell, Mario E.
Castro-Porras, Lilia V.
Gutiérrez-León, Eduardo
Campos-Calderón, Luis F.
Pedraza-Escudero, Karen
Aguilar-Cuarto, Karina
Villanueva-Ortega, Eréndira
Hernández-Ruíz, Joselin
Guerrero-Avendaño, Guadalupe
Monzalvo-Reyes, Sheyla M.
García-Rascón, Rafael
Gil-Velázquez, Israel N.
Cortés-Hernández, Dora E.
Granados-Shiroma, Marcela
Alvarez-Rodríguez, Brenda G.
Cabello-Garza, Martha L.
González-Contreras, Zaira L.
Picazo-Palencia, Esteban
Cerda-Arteaga, Juana M.
Pérez-Gómez, Héctor R.
Calva-Rodríguez, Roberto
Sánchez-Rodríguez, Gerardo
Carpio-Vázquez, Leslie D.
Dávalos-Herrera, María A.
Villatoro-de-Pleitez, Karla M.
Suárez-López, Melissa D.
Nevárez-Carrillo, María G.
Pérez-Alcántara, Karina
Mehta, Roopa
Diez, Edurne Sandoval
Gregg, Edward W.
description Background Patients with obesity have an increased risk for adverse COVID-19 outcomes. Body mass index (BMI) does not acknowledge the health burden associated this disease. The performance of the Edmonton Obesity Staging System (EOSS), a clinical classification tool that assesses obesity-related comorbidity, is compared with BMI, with respect to adverse COVID-19 outcomes. Methods 1071 patients were evaluated in 11 COVID-19 hospitals in Mexico. Patients were classified into EOSS stages. Adjusted risk factors for COVID-19 outcomes were calculated and survival analysis for mechanical ventilation and death was carried out according to EOSS stage and BMI category. Results The risk for intubation was higher in patients with EOSS stages 2 and 4 (HR 1.42, 95% CI 1.02–1.97 and 2.78, 95% CI 1.83–4.24), and in patients with BMI classes II and III (HR 1.71, 95% CI 1.06–2.74, and 2.62, 95% CI 1.65–4.17). Mortality rates were significantly lower in patients with EOSS stages 0 and 1 (HR 0.62, 95% CI 0.42–0.92) and higher in patients with BMI class III (HR 1.58, 95% CI 1.03–2.42). In patients with a BMI ≥ 25 kg/m 2 , the risk for intubation increased with progressive EOSS stages. Only individuals in BMI class III showed an increased risk for intubation (HR 2.24, 95% CI 1.50–3.34). Mortality risk was increased in EOSS stages 2 and 4 compared to EOSS 0 and 1, and in patients with BMI class II and III, compared to patients with overweight. Conclusions EOSS was associated with adverse COVID-19 outcomes, and it distinguished risks beyond BMI. Patients with overweight and obesity in EOSS stages 0 and 1 had a lower risk than patients with normal weight. BMI does not adequately reflect adipose tissue-associated disease, it is not ideal for guiding chronic-disease management.
doi_str_mv 10.1038/s41366-021-01017-8
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Body mass index (BMI) does not acknowledge the health burden associated this disease. The performance of the Edmonton Obesity Staging System (EOSS), a clinical classification tool that assesses obesity-related comorbidity, is compared with BMI, with respect to adverse COVID-19 outcomes. Methods 1071 patients were evaluated in 11 COVID-19 hospitals in Mexico. Patients were classified into EOSS stages. Adjusted risk factors for COVID-19 outcomes were calculated and survival analysis for mechanical ventilation and death was carried out according to EOSS stage and BMI category. Results The risk for intubation was higher in patients with EOSS stages 2 and 4 (HR 1.42, 95% CI 1.02–1.97 and 2.78, 95% CI 1.83–4.24), and in patients with BMI classes II and III (HR 1.71, 95% CI 1.06–2.74, and 2.62, 95% CI 1.65–4.17). Mortality rates were significantly lower in patients with EOSS stages 0 and 1 (HR 0.62, 95% CI 0.42–0.92) and higher in patients with BMI class III (HR 1.58, 95% CI 1.03–2.42). In patients with a BMI ≥ 25 kg/m 2 , the risk for intubation increased with progressive EOSS stages. Only individuals in BMI class III showed an increased risk for intubation (HR 2.24, 95% CI 1.50–3.34). Mortality risk was increased in EOSS stages 2 and 4 compared to EOSS 0 and 1, and in patients with BMI class II and III, compared to patients with overweight. Conclusions EOSS was associated with adverse COVID-19 outcomes, and it distinguished risks beyond BMI. Patients with overweight and obesity in EOSS stages 0 and 1 had a lower risk than patients with normal weight. BMI does not adequately reflect adipose tissue-associated disease, it is not ideal for guiding chronic-disease management.</description><identifier>ISSN: 0307-0565</identifier><identifier>ISSN: 1476-5497</identifier><identifier>EISSN: 1476-5497</identifier><identifier>DOI: 10.1038/s41366-021-01017-8</identifier><identifier>PMID: 34974543</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/308/174 ; 692/699/2743/137/773 ; 692/699/2743/393 ; Adipose tissue ; Adult ; Aged ; Body mass index ; Body size ; Body weight ; Chronic illnesses ; Comorbidity ; Coronaviruses ; COVID-19 ; COVID-19 - complications ; COVID-19 - epidemiology ; COVID-19 - mortality ; Epidemiology ; Female ; Health Promotion and Disease Prevention ; Health risks ; Hospitalization ; Humans ; Internal Medicine ; Intubation ; Male ; Mechanical ventilation ; Medicine ; Medicine &amp; Public Health ; Metabolic Diseases ; Middle Aged ; Mortality ; Mortality risk ; Obesity ; Obesity - complications ; Obesity - epidemiology ; Obesity - physiopathology ; Overweight ; Patients ; Public Health ; Retrospective Studies ; Risk analysis ; Risk factors ; Severity of Illness Index ; Survival analysis ; Treatment Outcome</subject><ispartof>International Journal of Obesity, 2022-03, Vol.46 (3), p.661-668</ispartof><rights>The Author(s) 2021</rights><rights>2021. The Author(s).</rights><rights>The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). 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><citedby>FETCH-LOGICAL-c474t-9c12b82b69bf7f5215d2736cfec326190b8d4819d5b9fab548dc9deac7e643323</citedby><cites>FETCH-LOGICAL-c474t-9c12b82b69bf7f5215d2736cfec326190b8d4819d5b9fab548dc9deac7e643323</cites><orcidid>0000-0002-2509-8054 ; 0000-0002-0571-2563 ; 0000-0001-6580-9650 ; 0000-0001-5833-0932 ; 0000-0002-2456-7955</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,781,785,886,27929,27930</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34974543$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rodríguez-Flores, Marcela</creatorcontrib><creatorcontrib>Goicochea-Turcott, Eduardo W.</creatorcontrib><creatorcontrib>Mancillas-Adame, Leonardo</creatorcontrib><creatorcontrib>Garibay-Nieto, Nayely</creatorcontrib><creatorcontrib>López-Cervantes, Malaquías</creatorcontrib><creatorcontrib>Rojas-Russell, Mario E.</creatorcontrib><creatorcontrib>Castro-Porras, Lilia V.</creatorcontrib><creatorcontrib>Gutiérrez-León, Eduardo</creatorcontrib><creatorcontrib>Campos-Calderón, Luis F.</creatorcontrib><creatorcontrib>Pedraza-Escudero, Karen</creatorcontrib><creatorcontrib>Aguilar-Cuarto, Karina</creatorcontrib><creatorcontrib>Villanueva-Ortega, Eréndira</creatorcontrib><creatorcontrib>Hernández-Ruíz, Joselin</creatorcontrib><creatorcontrib>Guerrero-Avendaño, Guadalupe</creatorcontrib><creatorcontrib>Monzalvo-Reyes, Sheyla M.</creatorcontrib><creatorcontrib>García-Rascón, Rafael</creatorcontrib><creatorcontrib>Gil-Velázquez, Israel N.</creatorcontrib><creatorcontrib>Cortés-Hernández, Dora E.</creatorcontrib><creatorcontrib>Granados-Shiroma, Marcela</creatorcontrib><creatorcontrib>Alvarez-Rodríguez, Brenda G.</creatorcontrib><creatorcontrib>Cabello-Garza, Martha L.</creatorcontrib><creatorcontrib>González-Contreras, Zaira L.</creatorcontrib><creatorcontrib>Picazo-Palencia, Esteban</creatorcontrib><creatorcontrib>Cerda-Arteaga, Juana M.</creatorcontrib><creatorcontrib>Pérez-Gómez, Héctor R.</creatorcontrib><creatorcontrib>Calva-Rodríguez, Roberto</creatorcontrib><creatorcontrib>Sánchez-Rodríguez, Gerardo</creatorcontrib><creatorcontrib>Carpio-Vázquez, Leslie D.</creatorcontrib><creatorcontrib>Dávalos-Herrera, María A.</creatorcontrib><creatorcontrib>Villatoro-de-Pleitez, Karla M.</creatorcontrib><creatorcontrib>Suárez-López, Melissa D.</creatorcontrib><creatorcontrib>Nevárez-Carrillo, María G.</creatorcontrib><creatorcontrib>Pérez-Alcántara, Karina</creatorcontrib><creatorcontrib>Mehta, Roopa</creatorcontrib><creatorcontrib>Diez, Edurne Sandoval</creatorcontrib><creatorcontrib>Gregg, Edward W.</creatorcontrib><title>The utility of the Edmonton Obesity Staging System for the prediction of COVID-19 outcomes: a multi-centre study</title><title>International Journal of Obesity</title><addtitle>Int J Obes</addtitle><addtitle>Int J Obes (Lond)</addtitle><description>Background Patients with obesity have an increased risk for adverse COVID-19 outcomes. Body mass index (BMI) does not acknowledge the health burden associated this disease. The performance of the Edmonton Obesity Staging System (EOSS), a clinical classification tool that assesses obesity-related comorbidity, is compared with BMI, with respect to adverse COVID-19 outcomes. Methods 1071 patients were evaluated in 11 COVID-19 hospitals in Mexico. Patients were classified into EOSS stages. Adjusted risk factors for COVID-19 outcomes were calculated and survival analysis for mechanical ventilation and death was carried out according to EOSS stage and BMI category. Results The risk for intubation was higher in patients with EOSS stages 2 and 4 (HR 1.42, 95% CI 1.02–1.97 and 2.78, 95% CI 1.83–4.24), and in patients with BMI classes II and III (HR 1.71, 95% CI 1.06–2.74, and 2.62, 95% CI 1.65–4.17). Mortality rates were significantly lower in patients with EOSS stages 0 and 1 (HR 0.62, 95% CI 0.42–0.92) and higher in patients with BMI class III (HR 1.58, 95% CI 1.03–2.42). In patients with a BMI ≥ 25 kg/m 2 , the risk for intubation increased with progressive EOSS stages. Only individuals in BMI class III showed an increased risk for intubation (HR 2.24, 95% CI 1.50–3.34). Mortality risk was increased in EOSS stages 2 and 4 compared to EOSS 0 and 1, and in patients with BMI class II and III, compared to patients with overweight. Conclusions EOSS was associated with adverse COVID-19 outcomes, and it distinguished risks beyond BMI. Patients with overweight and obesity in EOSS stages 0 and 1 had a lower risk than patients with normal weight. BMI does not adequately reflect adipose tissue-associated disease, it is not ideal for guiding chronic-disease management.</description><subject>692/308/174</subject><subject>692/699/2743/137/773</subject><subject>692/699/2743/393</subject><subject>Adipose tissue</subject><subject>Adult</subject><subject>Aged</subject><subject>Body mass index</subject><subject>Body size</subject><subject>Body weight</subject><subject>Chronic illnesses</subject><subject>Comorbidity</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>COVID-19 - complications</subject><subject>COVID-19 - epidemiology</subject><subject>COVID-19 - mortality</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Health Promotion and Disease Prevention</subject><subject>Health risks</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Internal Medicine</subject><subject>Intubation</subject><subject>Male</subject><subject>Mechanical ventilation</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Metabolic Diseases</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>Mortality risk</subject><subject>Obesity</subject><subject>Obesity - complications</subject><subject>Obesity - epidemiology</subject><subject>Obesity - physiopathology</subject><subject>Overweight</subject><subject>Patients</subject><subject>Public Health</subject><subject>Retrospective Studies</subject><subject>Risk analysis</subject><subject>Risk factors</subject><subject>Severity of Illness Index</subject><subject>Survival analysis</subject><subject>Treatment Outcome</subject><issn>0307-0565</issn><issn>1476-5497</issn><issn>1476-5497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kUtvEzEUhS0EomnLH2CBLLFhY-r3gwVSFVqoVCmLFrbWjMeTupoZB9uDlH-Pk5RCWXRl2ee7x-fqAPCW4I8EM32WOWFSIkwJwgQThfQLsCBcSSS4US_BAjOsEBZSHIHjnO8xxkJg-hocsapzwdkCbG7vPJxLGELZwtjDUq8X3RinEie4an3evd-UZh2mNbzZ5uJH2Me05zbJd8GVUMk6uVz9uPqCiIFxLi6OPn-CDRznoQTk_FSSh7nM3fYUvOqbIfs3D-cJ-H55cbv8hq5XX6-W59fIccULMo7QVtNWmrZXvaBEdFQx6XrvGJXE4FZ3XBPTidb0TSu47pzpfOOUl5wxyk7A54PvZm5H3-0jNIPdpDA2aWtjE-xTZQp3dh1_Wa0Vw3hn8OHBIMWfs8_FjiE7PwzN5OOcbU0hqdJUmoq-_w-9j3Oa6nqVYpRrzYyuFD1QLsWck-8fwxBsd4XaQ6G2Fmr3hdrd0Lt_13gc-dNgBdgByFWa1j79_fsZ29_bvaxv</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Rodríguez-Flores, Marcela</creator><creator>Goicochea-Turcott, Eduardo W.</creator><creator>Mancillas-Adame, Leonardo</creator><creator>Garibay-Nieto, Nayely</creator><creator>López-Cervantes, Malaquías</creator><creator>Rojas-Russell, Mario E.</creator><creator>Castro-Porras, Lilia V.</creator><creator>Gutiérrez-León, Eduardo</creator><creator>Campos-Calderón, Luis F.</creator><creator>Pedraza-Escudero, Karen</creator><creator>Aguilar-Cuarto, Karina</creator><creator>Villanueva-Ortega, Eréndira</creator><creator>Hernández-Ruíz, Joselin</creator><creator>Guerrero-Avendaño, Guadalupe</creator><creator>Monzalvo-Reyes, Sheyla M.</creator><creator>García-Rascón, Rafael</creator><creator>Gil-Velázquez, Israel N.</creator><creator>Cortés-Hernández, Dora E.</creator><creator>Granados-Shiroma, Marcela</creator><creator>Alvarez-Rodríguez, Brenda G.</creator><creator>Cabello-Garza, Martha L.</creator><creator>González-Contreras, Zaira L.</creator><creator>Picazo-Palencia, Esteban</creator><creator>Cerda-Arteaga, Juana M.</creator><creator>Pérez-Gómez, Héctor R.</creator><creator>Calva-Rodríguez, Roberto</creator><creator>Sánchez-Rodríguez, Gerardo</creator><creator>Carpio-Vázquez, Leslie D.</creator><creator>Dávalos-Herrera, María A.</creator><creator>Villatoro-de-Pleitez, Karla M.</creator><creator>Suárez-López, Melissa D.</creator><creator>Nevárez-Carrillo, María G.</creator><creator>Pérez-Alcántara, Karina</creator><creator>Mehta, Roopa</creator><creator>Diez, Edurne Sandoval</creator><creator>Gregg, Edward W.</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T2</scope><scope>7TK</scope><scope>7TS</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-2509-8054</orcidid><orcidid>https://orcid.org/0000-0002-0571-2563</orcidid><orcidid>https://orcid.org/0000-0001-6580-9650</orcidid><orcidid>https://orcid.org/0000-0001-5833-0932</orcidid><orcidid>https://orcid.org/0000-0002-2456-7955</orcidid></search><sort><creationdate>20220301</creationdate><title>The utility of the Edmonton Obesity Staging System for the prediction of COVID-19 outcomes: a multi-centre study</title><author>Rodríguez-Flores, Marcela ; Goicochea-Turcott, Eduardo W. ; Mancillas-Adame, Leonardo ; Garibay-Nieto, Nayely ; López-Cervantes, Malaquías ; Rojas-Russell, Mario E. ; Castro-Porras, Lilia V. ; Gutiérrez-León, Eduardo ; Campos-Calderón, Luis F. ; Pedraza-Escudero, Karen ; Aguilar-Cuarto, Karina ; Villanueva-Ortega, Eréndira ; Hernández-Ruíz, Joselin ; Guerrero-Avendaño, Guadalupe ; Monzalvo-Reyes, Sheyla M. ; García-Rascón, Rafael ; Gil-Velázquez, Israel N. ; Cortés-Hernández, Dora E. ; Granados-Shiroma, Marcela ; Alvarez-Rodríguez, Brenda G. ; Cabello-Garza, Martha L. ; González-Contreras, Zaira L. ; Picazo-Palencia, Esteban ; Cerda-Arteaga, Juana M. ; Pérez-Gómez, Héctor R. ; Calva-Rodríguez, Roberto ; Sánchez-Rodríguez, Gerardo ; Carpio-Vázquez, Leslie D. ; Dávalos-Herrera, María A. ; Villatoro-de-Pleitez, Karla M. ; Suárez-López, Melissa D. ; Nevárez-Carrillo, María G. ; Pérez-Alcántara, Karina ; Mehta, Roopa ; Diez, Edurne Sandoval ; Gregg, Edward W.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-9c12b82b69bf7f5215d2736cfec326190b8d4819d5b9fab548dc9deac7e643323</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>692/308/174</topic><topic>692/699/2743/137/773</topic><topic>692/699/2743/393</topic><topic>Adipose tissue</topic><topic>Adult</topic><topic>Aged</topic><topic>Body mass index</topic><topic>Body size</topic><topic>Body weight</topic><topic>Chronic illnesses</topic><topic>Comorbidity</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>COVID-19 - complications</topic><topic>COVID-19 - epidemiology</topic><topic>COVID-19 - mortality</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Health Promotion and Disease Prevention</topic><topic>Health risks</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Internal Medicine</topic><topic>Intubation</topic><topic>Male</topic><topic>Mechanical ventilation</topic><topic>Medicine</topic><topic>Medicine &amp; Public Health</topic><topic>Metabolic Diseases</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>Mortality risk</topic><topic>Obesity</topic><topic>Obesity - complications</topic><topic>Obesity - epidemiology</topic><topic>Obesity - physiopathology</topic><topic>Overweight</topic><topic>Patients</topic><topic>Public Health</topic><topic>Retrospective Studies</topic><topic>Risk analysis</topic><topic>Risk factors</topic><topic>Severity of Illness Index</topic><topic>Survival analysis</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rodríguez-Flores, Marcela</creatorcontrib><creatorcontrib>Goicochea-Turcott, Eduardo W.</creatorcontrib><creatorcontrib>Mancillas-Adame, Leonardo</creatorcontrib><creatorcontrib>Garibay-Nieto, Nayely</creatorcontrib><creatorcontrib>López-Cervantes, Malaquías</creatorcontrib><creatorcontrib>Rojas-Russell, Mario E.</creatorcontrib><creatorcontrib>Castro-Porras, Lilia V.</creatorcontrib><creatorcontrib>Gutiérrez-León, Eduardo</creatorcontrib><creatorcontrib>Campos-Calderón, Luis F.</creatorcontrib><creatorcontrib>Pedraza-Escudero, Karen</creatorcontrib><creatorcontrib>Aguilar-Cuarto, Karina</creatorcontrib><creatorcontrib>Villanueva-Ortega, Eréndira</creatorcontrib><creatorcontrib>Hernández-Ruíz, Joselin</creatorcontrib><creatorcontrib>Guerrero-Avendaño, Guadalupe</creatorcontrib><creatorcontrib>Monzalvo-Reyes, Sheyla M.</creatorcontrib><creatorcontrib>García-Rascón, Rafael</creatorcontrib><creatorcontrib>Gil-Velázquez, Israel N.</creatorcontrib><creatorcontrib>Cortés-Hernández, Dora E.</creatorcontrib><creatorcontrib>Granados-Shiroma, Marcela</creatorcontrib><creatorcontrib>Alvarez-Rodríguez, Brenda G.</creatorcontrib><creatorcontrib>Cabello-Garza, Martha L.</creatorcontrib><creatorcontrib>González-Contreras, Zaira L.</creatorcontrib><creatorcontrib>Picazo-Palencia, Esteban</creatorcontrib><creatorcontrib>Cerda-Arteaga, Juana M.</creatorcontrib><creatorcontrib>Pérez-Gómez, Héctor R.</creatorcontrib><creatorcontrib>Calva-Rodríguez, Roberto</creatorcontrib><creatorcontrib>Sánchez-Rodríguez, Gerardo</creatorcontrib><creatorcontrib>Carpio-Vázquez, Leslie D.</creatorcontrib><creatorcontrib>Dávalos-Herrera, María A.</creatorcontrib><creatorcontrib>Villatoro-de-Pleitez, Karla M.</creatorcontrib><creatorcontrib>Suárez-López, Melissa D.</creatorcontrib><creatorcontrib>Nevárez-Carrillo, María G.</creatorcontrib><creatorcontrib>Pérez-Alcántara, Karina</creatorcontrib><creatorcontrib>Mehta, Roopa</creatorcontrib><creatorcontrib>Diez, Edurne Sandoval</creatorcontrib><creatorcontrib>Gregg, Edward W.</creatorcontrib><collection>Springer Nature OA/Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Agricultural Science Collection</collection><collection>Health &amp; 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Body mass index (BMI) does not acknowledge the health burden associated this disease. The performance of the Edmonton Obesity Staging System (EOSS), a clinical classification tool that assesses obesity-related comorbidity, is compared with BMI, with respect to adverse COVID-19 outcomes. Methods 1071 patients were evaluated in 11 COVID-19 hospitals in Mexico. Patients were classified into EOSS stages. Adjusted risk factors for COVID-19 outcomes were calculated and survival analysis for mechanical ventilation and death was carried out according to EOSS stage and BMI category. Results The risk for intubation was higher in patients with EOSS stages 2 and 4 (HR 1.42, 95% CI 1.02–1.97 and 2.78, 95% CI 1.83–4.24), and in patients with BMI classes II and III (HR 1.71, 95% CI 1.06–2.74, and 2.62, 95% CI 1.65–4.17). Mortality rates were significantly lower in patients with EOSS stages 0 and 1 (HR 0.62, 95% CI 0.42–0.92) and higher in patients with BMI class III (HR 1.58, 95% CI 1.03–2.42). In patients with a BMI ≥ 25 kg/m 2 , the risk for intubation increased with progressive EOSS stages. Only individuals in BMI class III showed an increased risk for intubation (HR 2.24, 95% CI 1.50–3.34). Mortality risk was increased in EOSS stages 2 and 4 compared to EOSS 0 and 1, and in patients with BMI class II and III, compared to patients with overweight. Conclusions EOSS was associated with adverse COVID-19 outcomes, and it distinguished risks beyond BMI. Patients with overweight and obesity in EOSS stages 0 and 1 had a lower risk than patients with normal weight. BMI does not adequately reflect adipose tissue-associated disease, it is not ideal for guiding chronic-disease management.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>34974543</pmid><doi>10.1038/s41366-021-01017-8</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-2509-8054</orcidid><orcidid>https://orcid.org/0000-0002-0571-2563</orcidid><orcidid>https://orcid.org/0000-0001-6580-9650</orcidid><orcidid>https://orcid.org/0000-0001-5833-0932</orcidid><orcidid>https://orcid.org/0000-0002-2456-7955</orcidid><oa>free_for_read</oa></addata></record>
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subjects 692/308/174
692/699/2743/137/773
692/699/2743/393
Adipose tissue
Adult
Aged
Body mass index
Body size
Body weight
Chronic illnesses
Comorbidity
Coronaviruses
COVID-19
COVID-19 - complications
COVID-19 - epidemiology
COVID-19 - mortality
Epidemiology
Female
Health Promotion and Disease Prevention
Health risks
Hospitalization
Humans
Internal Medicine
Intubation
Male
Mechanical ventilation
Medicine
Medicine & Public Health
Metabolic Diseases
Middle Aged
Mortality
Mortality risk
Obesity
Obesity - complications
Obesity - epidemiology
Obesity - physiopathology
Overweight
Patients
Public Health
Retrospective Studies
Risk analysis
Risk factors
Severity of Illness Index
Survival analysis
Treatment Outcome
title The utility of the Edmonton Obesity Staging System for the prediction of COVID-19 outcomes: a multi-centre study
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