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Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients
BACKGROUND: Sepsis-induced immune dysfunction ranging from cytokines storm to immunoparalysis impacts outcomes. Monitoring immune dysfunction enables better risk stratification and mortality prediction and is mandatory before widely application of immunoadjuvant therapies. We aimed to develop and va...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5658156/ https://www.ncbi.nlm.nih.gov/pubmed/29073262 http://dx.doi.org/10.1371/journal.pone.0187088 |
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author | Fang, Wen-Feng Douglas, Ivor S. Chen, Yu-Mu Lin, Chiung-Yu Kao, Hsu-Ching Fang, Ying-Tang Huang, Chi-Han Chang, Ya-Ting Huang, Kuo-Tung Wang, Yi-His Wang, Chin-Chou Lin, Meng-Chih |
author_facet | Fang, Wen-Feng Douglas, Ivor S. Chen, Yu-Mu Lin, Chiung-Yu Kao, Hsu-Ching Fang, Ying-Tang Huang, Chi-Han Chang, Ya-Ting Huang, Kuo-Tung Wang, Yi-His Wang, Chin-Chou Lin, Meng-Chih |
author_sort | Fang, Wen-Feng |
collection | PubMed |
description | BACKGROUND: Sepsis-induced immune dysfunction ranging from cytokines storm to immunoparalysis impacts outcomes. Monitoring immune dysfunction enables better risk stratification and mortality prediction and is mandatory before widely application of immunoadjuvant therapies. We aimed to develop and validate a scoring system according to patients’ immune dysfunction status for 28-day mortality prediction. METHODS: A prospective observational study from a cohort of adult sepsis patients admitted to ICU between August 2013 and June 2016 at Kaohsiung Chang Gung Memorial Hospital in Taiwan. We evaluated immune dysfunction status through measurement of baseline plasma Cytokine levels, Monocyte human leukocyte-DR expression by flow cytometry, and stimulated immune response using post LPS stimulated cytokine elevation ratio. An immune dysfunction score was created for 28-day mortality prediction and was validated. RESULTS: A total of 151 patients were enrolled. Data of the first consecutive 106 septic patients comprised the training cohort, and of other 45 patients comprised the validation cohort. Among the 106 patients, 21 died and 85 were still alive on day 28 after ICU admission. (mortality rate, 19.8%). Independent predictive factors revealed via multivariate logistic regression analysis included segmented neutrophil-to-monocyte ratio, granulocyte-colony stimulating factor, interleukin-10, and monocyte human leukocyte antigen-antigen D–related levels, all of which were selected to construct the score, which predicted 28-day mortality with area under the curve of 0.853 and 0.789 in the training and validation cohorts, respectively. CONCLUSIONS: The immune dysfunction scoring system developed here included plasma granulocyte-colony stimulating factor level, interleukin-10 level, serum segmented neutrophil-to-monocyte ratio, and monocyte human leukocyte antigen-antigen D–related expression appears valid and reproducible for predicting 28-day mortality. |
format | Online Article Text |
id | pubmed-5658156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56581562017-11-09 Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients Fang, Wen-Feng Douglas, Ivor S. Chen, Yu-Mu Lin, Chiung-Yu Kao, Hsu-Ching Fang, Ying-Tang Huang, Chi-Han Chang, Ya-Ting Huang, Kuo-Tung Wang, Yi-His Wang, Chin-Chou Lin, Meng-Chih PLoS One Research Article BACKGROUND: Sepsis-induced immune dysfunction ranging from cytokines storm to immunoparalysis impacts outcomes. Monitoring immune dysfunction enables better risk stratification and mortality prediction and is mandatory before widely application of immunoadjuvant therapies. We aimed to develop and validate a scoring system according to patients’ immune dysfunction status for 28-day mortality prediction. METHODS: A prospective observational study from a cohort of adult sepsis patients admitted to ICU between August 2013 and June 2016 at Kaohsiung Chang Gung Memorial Hospital in Taiwan. We evaluated immune dysfunction status through measurement of baseline plasma Cytokine levels, Monocyte human leukocyte-DR expression by flow cytometry, and stimulated immune response using post LPS stimulated cytokine elevation ratio. An immune dysfunction score was created for 28-day mortality prediction and was validated. RESULTS: A total of 151 patients were enrolled. Data of the first consecutive 106 septic patients comprised the training cohort, and of other 45 patients comprised the validation cohort. Among the 106 patients, 21 died and 85 were still alive on day 28 after ICU admission. (mortality rate, 19.8%). Independent predictive factors revealed via multivariate logistic regression analysis included segmented neutrophil-to-monocyte ratio, granulocyte-colony stimulating factor, interleukin-10, and monocyte human leukocyte antigen-antigen D–related levels, all of which were selected to construct the score, which predicted 28-day mortality with area under the curve of 0.853 and 0.789 in the training and validation cohorts, respectively. CONCLUSIONS: The immune dysfunction scoring system developed here included plasma granulocyte-colony stimulating factor level, interleukin-10 level, serum segmented neutrophil-to-monocyte ratio, and monocyte human leukocyte antigen-antigen D–related expression appears valid and reproducible for predicting 28-day mortality. Public Library of Science 2017-10-26 /pmc/articles/PMC5658156/ /pubmed/29073262 http://dx.doi.org/10.1371/journal.pone.0187088 Text en © 2017 Fang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fang, Wen-Feng Douglas, Ivor S. Chen, Yu-Mu Lin, Chiung-Yu Kao, Hsu-Ching Fang, Ying-Tang Huang, Chi-Han Chang, Ya-Ting Huang, Kuo-Tung Wang, Yi-His Wang, Chin-Chou Lin, Meng-Chih Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title | Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title_full | Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title_fullStr | Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title_full_unstemmed | Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title_short | Development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
title_sort | development and validation of immune dysfunction score to predict 28-day mortality of sepsis patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5658156/ https://www.ncbi.nlm.nih.gov/pubmed/29073262 http://dx.doi.org/10.1371/journal.pone.0187088 |
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