Evaluating new paralysis, mortality, and readmission among subgroups of patients with spinal epidural abscess: A latent class analysis

Background Spinal epidural abscess (SEA) is increasing in incidence; this not-to-miss diagnosis can cause significant morbidity and mortality, particularly if diagnoses are delayed. While some risk factors for SEA and subsequent mortality have been identified, the SEA patient population is clinicall...

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Veröffentlicht in:PloS one 2020-09, Vol.15 (9), p.e0238853-e0238853
Hauptverfasser: Brown, Patrick C. M, Phillipi, Gina M, King, Caroline, Tanski, Mary, Sullivan, Peter
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Phillipi, Gina M
King, Caroline
Tanski, Mary
Sullivan, Peter
description Background Spinal epidural abscess (SEA) is increasing in incidence; this not-to-miss diagnosis can cause significant morbidity and mortality, particularly if diagnoses are delayed. While some risk factors for SEA and subsequent mortality have been identified, the SEA patient population is clinically heterogeneous and sub-populations have not yet been characterized in the literature. The primary objective of this project was to identify characteristics of subgroups of patients with SEA. The secondary objective was to identify associations between subgroups and three clinical outcomes: new onset paralysis, in-hospital mortality, and 180-day readmission. Methods Demographics and comorbid diagnoses were collected for patients diagnosed with SEA at an academic health center between 2015 and 2019. Latent class analysis was used to identify clinical subgroups. Chi-squared tests were used to compare identified subgroups with clinical outcomes. Results We identified two subgroups of patients in our analysis. Group 1 had a high rate of medical comorbidities causing immunosuppression, requiring vascular access, or both. Group 2 was characterized by a high proportion of people with substance use disorders. Patients in Group 2 were more likely to be readmitted within 6 months than patients in Group 1 (p = 0.03). There was no difference between groups in new paralysis or mortality. Discussion While prior studies have examined the SEA patient population as a whole, our research indicates that there are at least two distinct subgroups of patients with SEA. Patients who are younger, with substance use disorder diagnoses, may have longer hospital courses and are at higher risk of readmission within six months. Future research should explore how to best support patients in both groups, and additional implications for subgroup classification on health outcomes, including engagement in care.
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M ; Phillipi, Gina M ; King, Caroline ; Tanski, Mary ; Sullivan, Peter</creator><contributor>Mortazavi, Bobak</contributor><creatorcontrib>Brown, Patrick C. M ; Phillipi, Gina M ; King, Caroline ; Tanski, Mary ; Sullivan, Peter ; Mortazavi, Bobak</creatorcontrib><description>Background Spinal epidural abscess (SEA) is increasing in incidence; this not-to-miss diagnosis can cause significant morbidity and mortality, particularly if diagnoses are delayed. While some risk factors for SEA and subsequent mortality have been identified, the SEA patient population is clinically heterogeneous and sub-populations have not yet been characterized in the literature. The primary objective of this project was to identify characteristics of subgroups of patients with SEA. The secondary objective was to identify associations between subgroups and three clinical outcomes: new onset paralysis, in-hospital mortality, and 180-day readmission. Methods Demographics and comorbid diagnoses were collected for patients diagnosed with SEA at an academic health center between 2015 and 2019. Latent class analysis was used to identify clinical subgroups. Chi-squared tests were used to compare identified subgroups with clinical outcomes. Results We identified two subgroups of patients in our analysis. Group 1 had a high rate of medical comorbidities causing immunosuppression, requiring vascular access, or both. Group 2 was characterized by a high proportion of people with substance use disorders. Patients in Group 2 were more likely to be readmitted within 6 months than patients in Group 1 (p = 0.03). There was no difference between groups in new paralysis or mortality. Discussion While prior studies have examined the SEA patient population as a whole, our research indicates that there are at least two distinct subgroups of patients with SEA. Patients who are younger, with substance use disorder diagnoses, may have longer hospital courses and are at higher risk of readmission within six months. Future research should explore how to best support patients in both groups, and additional implications for subgroup classification on health outcomes, including engagement in care.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0238853</identifier><identifier>PMID: 32915861</identifier><language>eng</language><publisher>San Francisco: Public Library of Science</publisher><subject>Abscess ; Abscesses ; Alcohol use ; Biology and Life Sciences ; Care and treatment ; Comorbidity ; Data analysis ; Demographic aspects ; Demographics ; Demography ; Diabetes ; Epidural ; Health care facilities ; Hospitals ; Immunosuppression ; Latent class analysis ; Medicaid ; Medical diagnosis ; Medicine ; Medicine and Health Sciences ; Morbidity ; Mortality ; Narcotics ; Paralysis ; Patient outcomes ; Patients ; People and places ; Risk analysis ; Risk factors ; Spinal cord diseases ; Subgroups ; Substance use</subject><ispartof>PloS one, 2020-09, Vol.15 (9), p.e0238853-e0238853</ispartof><rights>COPYRIGHT 2020 Public Library of Science</rights><rights>2020 Brown et al. 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The secondary objective was to identify associations between subgroups and three clinical outcomes: new onset paralysis, in-hospital mortality, and 180-day readmission. Methods Demographics and comorbid diagnoses were collected for patients diagnosed with SEA at an academic health center between 2015 and 2019. Latent class analysis was used to identify clinical subgroups. Chi-squared tests were used to compare identified subgroups with clinical outcomes. Results We identified two subgroups of patients in our analysis. Group 1 had a high rate of medical comorbidities causing immunosuppression, requiring vascular access, or both. Group 2 was characterized by a high proportion of people with substance use disorders. Patients in Group 2 were more likely to be readmitted within 6 months than patients in Group 1 (p = 0.03). There was no difference between groups in new paralysis or mortality. 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M</au><au>Phillipi, Gina M</au><au>King, Caroline</au><au>Tanski, Mary</au><au>Sullivan, Peter</au><au>Mortazavi, Bobak</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating new paralysis, mortality, and readmission among subgroups of patients with spinal epidural abscess: A latent class analysis</atitle><jtitle>PloS one</jtitle><date>2020-09-11</date><risdate>2020</risdate><volume>15</volume><issue>9</issue><spage>e0238853</spage><epage>e0238853</epage><pages>e0238853-e0238853</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Background Spinal epidural abscess (SEA) is increasing in incidence; this not-to-miss diagnosis can cause significant morbidity and mortality, particularly if diagnoses are delayed. While some risk factors for SEA and subsequent mortality have been identified, the SEA patient population is clinically heterogeneous and sub-populations have not yet been characterized in the literature. The primary objective of this project was to identify characteristics of subgroups of patients with SEA. The secondary objective was to identify associations between subgroups and three clinical outcomes: new onset paralysis, in-hospital mortality, and 180-day readmission. Methods Demographics and comorbid diagnoses were collected for patients diagnosed with SEA at an academic health center between 2015 and 2019. Latent class analysis was used to identify clinical subgroups. Chi-squared tests were used to compare identified subgroups with clinical outcomes. Results We identified two subgroups of patients in our analysis. Group 1 had a high rate of medical comorbidities causing immunosuppression, requiring vascular access, or both. Group 2 was characterized by a high proportion of people with substance use disorders. Patients in Group 2 were more likely to be readmitted within 6 months than patients in Group 1 (p = 0.03). There was no difference between groups in new paralysis or mortality. Discussion While prior studies have examined the SEA patient population as a whole, our research indicates that there are at least two distinct subgroups of patients with SEA. Patients who are younger, with substance use disorder diagnoses, may have longer hospital courses and are at higher risk of readmission within six months. Future research should explore how to best support patients in both groups, and additional implications for subgroup classification on health outcomes, including engagement in care.</abstract><cop>San Francisco</cop><pub>Public Library of Science</pub><pmid>32915861</pmid><doi>10.1371/journal.pone.0238853</doi><tpages>e0238853</tpages><orcidid>https://orcid.org/0000-0003-3738-3626</orcidid><orcidid>https://orcid.org/0000-0002-9913-6340</orcidid><oa>free_for_read</oa></addata></record>
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subjects Abscess
Abscesses
Alcohol use
Biology and Life Sciences
Care and treatment
Comorbidity
Data analysis
Demographic aspects
Demographics
Demography
Diabetes
Epidural
Health care facilities
Hospitals
Immunosuppression
Latent class analysis
Medicaid
Medical diagnosis
Medicine
Medicine and Health Sciences
Morbidity
Mortality
Narcotics
Paralysis
Patient outcomes
Patients
People and places
Risk analysis
Risk factors
Spinal cord diseases
Subgroups
Substance use
title Evaluating new paralysis, mortality, and readmission among subgroups of patients with spinal epidural abscess: A latent class analysis
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