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Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease
INTRODUCTION: White Blood Cell (WBC) count, %HbF, and serum creatinine (Cr), have been identified as markers for increased mortality in sickle cell anemia (SCA) but no studies have examined the significance of longitudinal rate of change in these or other biomarkers for SCA individuals. METHODS: Cli...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5072581/ https://www.ncbi.nlm.nih.gov/pubmed/27764159 http://dx.doi.org/10.1371/journal.pone.0164743 |
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author | Curtis, Susanna A. Danda, Neeraja Etzion, Zipora Cohen, Hillel W. Billett, Henny H. |
author_facet | Curtis, Susanna A. Danda, Neeraja Etzion, Zipora Cohen, Hillel W. Billett, Henny H. |
author_sort | Curtis, Susanna A. |
collection | PubMed |
description | INTRODUCTION: White Blood Cell (WBC) count, %HbF, and serum creatinine (Cr), have been identified as markers for increased mortality in sickle cell anemia (SCA) but no studies have examined the significance of longitudinal rate of change in these or other biomarkers for SCA individuals. METHODS: Clinical, demographic and laboratory data from SCA patients seen in 2002 by our hospital system were obtained. Those who were still followed in 2012 (survival cohort) were compared to those who had died in the interim (mortality cohort). Patients lost to follow-up were excluded. Age adjusted multivariable Cox proportional hazards models were constructed to assess hazard ratios of mortality risk associated with the direction and degree of change for each variable. RESULTS: 359 SCA patients were identified. Baseline higher levels of WBC, serum creatinine and hospital admissions were associated with increased mortality, as were alkaline phosphatase and aspartate aminotransaminase levels. Lower baseline levels of %HbF were also associated with increased mortality. When longitudinal rates of change for individuals were assessed, increases in Hb or WBC over patient baseline values were associated with greater mortality risk (HR 1.54, p = 0.02 and HR 1.16, p = 0.01 with negative predictive values of 87.8 and 94.4 respectively), while increasing ED use was associated with decreased mortality (HR 0.84, p = 0.01). We did not detect any increased mortality risk for longitudinal changes in annual clinic visits or admissions, creatinine or %HbF. CONCLUSIONS: Although initial steady state observations can help predict survival in SCA, the longitudinal course of a patient may give additional prognostic information. |
format | Online Article Text |
id | pubmed-5072581 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50725812016-10-27 Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease Curtis, Susanna A. Danda, Neeraja Etzion, Zipora Cohen, Hillel W. Billett, Henny H. PLoS One Research Article INTRODUCTION: White Blood Cell (WBC) count, %HbF, and serum creatinine (Cr), have been identified as markers for increased mortality in sickle cell anemia (SCA) but no studies have examined the significance of longitudinal rate of change in these or other biomarkers for SCA individuals. METHODS: Clinical, demographic and laboratory data from SCA patients seen in 2002 by our hospital system were obtained. Those who were still followed in 2012 (survival cohort) were compared to those who had died in the interim (mortality cohort). Patients lost to follow-up were excluded. Age adjusted multivariable Cox proportional hazards models were constructed to assess hazard ratios of mortality risk associated with the direction and degree of change for each variable. RESULTS: 359 SCA patients were identified. Baseline higher levels of WBC, serum creatinine and hospital admissions were associated with increased mortality, as were alkaline phosphatase and aspartate aminotransaminase levels. Lower baseline levels of %HbF were also associated with increased mortality. When longitudinal rates of change for individuals were assessed, increases in Hb or WBC over patient baseline values were associated with greater mortality risk (HR 1.54, p = 0.02 and HR 1.16, p = 0.01 with negative predictive values of 87.8 and 94.4 respectively), while increasing ED use was associated with decreased mortality (HR 0.84, p = 0.01). We did not detect any increased mortality risk for longitudinal changes in annual clinic visits or admissions, creatinine or %HbF. CONCLUSIONS: Although initial steady state observations can help predict survival in SCA, the longitudinal course of a patient may give additional prognostic information. Public Library of Science 2016-10-20 /pmc/articles/PMC5072581/ /pubmed/27764159 http://dx.doi.org/10.1371/journal.pone.0164743 Text en © 2016 Curtis 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 Curtis, Susanna A. Danda, Neeraja Etzion, Zipora Cohen, Hillel W. Billett, Henny H. Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title | Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title_full | Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title_fullStr | Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title_full_unstemmed | Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title_short | Longitudinal Analysis of Patient Specific Predictors for Mortality in Sickle Cell Disease |
title_sort | longitudinal analysis of patient specific predictors for mortality in sickle cell disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5072581/ https://www.ncbi.nlm.nih.gov/pubmed/27764159 http://dx.doi.org/10.1371/journal.pone.0164743 |
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