Latent class analysis-based subgroups and response to corticosteroids in hospitalised community-acquired pneumonia patients: a validation study
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| Published in: | ERJ open research Vol. 9; no. 2; p. 577 |
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| Main Authors: | , , , , , , , |
| Format: | Journal Article |
| Language: | English |
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England
European Respiratory Society
01-03-2023
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| Abstract | https://bit.ly/3O5eaxz. |
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| AbstractList | https://bit.ly/3O5eaxz. Latent class analysis (LCA), a statistical method to identify “hidden” subgroups within a population, has identified clinically distinct subgroups with treatment implications in acute respiratory distress syndrome and COVID-19 [1–3]. We recently showed that LCA could also identify two clinically distinct subgroups in community-acquired pneumonia (CAP) [4]. In patients with community-acquired pneumonia, LCA can identify robust prognostic subgroups based on clinical and inflammatory parameters. Yet, these subgroups have not proven robust in predicting response to adjunctive dexamethasone treatment. https://bit.ly/3O5eaxz |
| Author | Wittermans, Esther Grutters, Jan C van der Zee, Philip A Qi, Hongchao Bos, Willem Jan W Voorn, G Paul van de Garde, Ewoudt M W Endeman, Henrik |
| AuthorAffiliation | 5 Department of Pulmonology, St Antonius Hospital, Nieuwegein, The Netherlands 1 Department of Internal Medicine, St Antonius Hospital, Nieuwegein, The Netherlands 4 Department of Biostatistics, Erasmus Medical Centre, Rotterdam, The Netherlands 2 Department of Internal Medicine, Leiden University Medical Centre, Leiden, The Netherlands 9 Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands 10 These authors contributed equally 7 Department of Medical Microbiology and Immunology, St Antonius Hospital, Nieuwegein, The Netherlands 8 Department of Pharmacy, St Antonius Hospital, Nieuwegein, The Netherlands 6 Division of Heart and Lungs, Utrecht University Medical Centre, Utrecht, The Netherlands 3 Department of Adult Intensive Care, Erasmus Medical Centre, Rotterdam, The Netherlands |
| AuthorAffiliation_xml | – name: 1 Department of Internal Medicine, St Antonius Hospital, Nieuwegein, The Netherlands – name: 2 Department of Internal Medicine, Leiden University Medical Centre, Leiden, The Netherlands – name: 5 Department of Pulmonology, St Antonius Hospital, Nieuwegein, The Netherlands – name: 6 Division of Heart and Lungs, Utrecht University Medical Centre, Utrecht, The Netherlands – name: 9 Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands – name: 8 Department of Pharmacy, St Antonius Hospital, Nieuwegein, The Netherlands – name: 3 Department of Adult Intensive Care, Erasmus Medical Centre, Rotterdam, The Netherlands – name: 10 These authors contributed equally – name: 4 Department of Biostatistics, Erasmus Medical Centre, Rotterdam, The Netherlands – name: 7 Department of Medical Microbiology and Immunology, St Antonius Hospital, Nieuwegein, The Netherlands |
| Author_xml | – sequence: 1 givenname: Esther surname: Wittermans fullname: Wittermans, Esther organization: These authors contributed equally – sequence: 2 givenname: Philip A surname: van der Zee fullname: van der Zee, Philip A organization: These authors contributed equally – sequence: 3 givenname: Hongchao surname: Qi fullname: Qi, Hongchao organization: Department of Biostatistics, Erasmus Medical Centre, Rotterdam, The Netherlands – sequence: 4 givenname: Jan C surname: Grutters fullname: Grutters, Jan C organization: Division of Heart and Lungs, Utrecht University Medical Centre, Utrecht, The Netherlands – sequence: 5 givenname: G Paul surname: Voorn fullname: Voorn, G Paul organization: Department of Medical Microbiology and Immunology, St Antonius Hospital, Nieuwegein, The Netherlands – sequence: 6 givenname: Willem Jan W orcidid: 0000-0002-5062-2567 surname: Bos fullname: Bos, Willem Jan W organization: Department of Internal Medicine, Leiden University Medical Centre, Leiden, The Netherlands – sequence: 7 givenname: Ewoudt M W orcidid: 0000-0002-1334-2144 surname: van de Garde fullname: van de Garde, Ewoudt M W organization: Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands – sequence: 8 givenname: Henrik surname: Endeman fullname: Endeman, Henrik organization: Department of Adult Intensive Care, Erasmus Medical Centre, Rotterdam, The Netherlands |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36891066$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.3389/fimmu.2020.00796 10.1183/23120541.00489-2021 10.1016/S0140-6736(11)60607-7 10.1183/13993003.02535-2020 10.1016/S2213-2600(18)30177-2 10.1164/rccm.202105-1302oc 10.1080/00273171.2016.1245600 10.1128/CVI.00423-12 10.1097/CCM.0b013e3182257445 10.3389/fimmu.2020.01318 10.1007/s00134-018-5378-3 10.1016/S0140-6736(14)62447-8 10.1111/bcp.12295 |
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| References_xml | – volume: 11 start-page: 796 year: 2020 ident: 2024101711463296000_9.2.00577-2022.12 article-title: Concurrent immune suppression and hyperinflammation in patients with community-acquired pneumonia publication-title: Front Immunol doi: 10.3389/fimmu.2020.00796 contributor: fullname: Brands – ident: 2024101711463296000_9.2.00577-2022.4 doi: 10.1183/23120541.00489-2021 – ident: 2024101711463296000_9.2.00577-2022.6 doi: 10.1016/S0140-6736(11)60607-7 – ident: 2024101711463296000_9.2.00577-2022.7 doi: 10.1183/13993003.02535-2020 – volume: 6 start-page: 691 year: 2018 ident: 2024101711463296000_9.2.00577-2022.2 article-title: Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial publication-title: Lancet Respir Med doi: 10.1016/S2213-2600(18)30177-2 contributor: fullname: Calfee – ident: 2024101711463296000_9.2.00577-2022.1 doi: 10.1164/rccm.202105-1302oc – volume: 52 start-page: 12 year: 2017 ident: 2024101711463296000_9.2.00577-2022.8 article-title: Full information maximum likelihood estimation for latent variable interactions with incomplete indicators publication-title: Multivariate Behav Res doi: 10.1080/00273171.2016.1245600 contributor: fullname: Cham – ident: 2024101711463296000_9.2.00577-2022.11 doi: 10.1128/CVI.00423-12 – ident: 2024101711463296000_9.2.00577-2022.10 doi: 10.1097/CCM.0b013e3182257445 – volume: 11 start-page: 1318 year: 2020 ident: 2024101711463296000_9.2.00577-2022.13 article-title: Glucocorticoids in sepsis: to be or not to be publication-title: Front Immunol doi: 10.3389/fimmu.2020.01318 contributor: fullname: Vandewalle – ident: 2024101711463296000_9.2.00577-2022.3 doi: 10.1007/s00134-018-5378-3 – ident: 2024101711463296000_9.2.00577-2022.5 doi: 10.1016/S0140-6736(14)62447-8 – ident: 2024101711463296000_9.2.00577-2022.9 doi: 10.1111/bcp.12295 |
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| Title | Latent class analysis-based subgroups and response to corticosteroids in hospitalised community-acquired pneumonia patients: a validation study |
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