Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Curtis, Susanna A., Danda, Neeraja, Etzion, Zipora, Cohen, Hillel W., Billett, Henny H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
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
_version_ 1782461416728428544
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
work_keys_str_mv AT curtissusannaa longitudinalanalysisofpatientspecificpredictorsformortalityinsicklecelldisease
AT dandaneeraja longitudinalanalysisofpatientspecificpredictorsformortalityinsicklecelldisease
AT etzionzipora longitudinalanalysisofpatientspecificpredictorsformortalityinsicklecelldisease
AT cohenhillelw longitudinalanalysisofpatientspecificpredictorsformortalityinsicklecelldisease
AT billetthennyh longitudinalanalysisofpatientspecificpredictorsformortalityinsicklecelldisease