Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score

Bibliographic Details
Main Author: Coelho, Andreia
Publication Date: 2012
Other Authors: Dias, Alexandra, Morais, Anabela, Nunes, Baltazar, Faustino, Paula, Lavinha, João
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.18/1115
Summary: Sickle cell disease (SCD) is a monogenic disorder under polygenic and environmental control. This aetiopathogenic architecture leads to marked clinical heterogeneity with the emergence of multiple and diverse subphenotypes, which makes the patients severity stratification particularly difficult. A number of severity scores have been proposed, aiming at the integration of many clinical dimensions into a meaningful single synthetic measure of morbidity and/or risk of death within a given period. As part of a wider research on the development and validation of vaso-occlusion early predictors in SCD, we have analysed (i) the correlation between two scores, namely a disease severity score (DSS) and a paediatric severity score (PSS), and (ii) the association of scores to a number of genotypic and phenotypic markers in a series of 99 paediatric SS patients followed-up in two large general hospitals in Greater Lisbon area. The evaluated patients were mostly (97%) of Sub-Saharan African ancestry and presented an M/F ratio of 1.17, a median current age of 9.9 years, and a median follow-up/patient of 5.0 years. Both DSS and PSS displayed a non-normal (p<0.01) multimodal distribution. The Spearman’s ρ correlation coefficient between DSS and PSS was 0.280 which is significant at the 2-tailed 0.01 level. Although statistically significant, this weak positive correlation, coupled with a fair inter-rater agreement (κ value) of 0.281, suggests the compared severity scores, although overall convergent, are measuring different aspects of the phenotype, at different developmental stages (paediatric versus adult) and with different weights. Regarding the association studies, statistically significant relationships were observed (i) of DSS to a beta-globin gene cluster polymorphism, leukocyte and reticulocyte counts, RDW and HbF and (ii) of PSS to HbF. In conclusion, recently developed SCD severity scores are not yet the effective tool needed for patient stratification in genotype/phenotype (including response to medical interventions) association studies, as well as in the discovery and validation of prognosis markers of the largely unpredictable SCD clinical course. In particular, the marked reduction of sepsis incidence in younger SCD patients in developed countries is just an illustration of the type of problems novel improved severity scores should address. Acknowledgements: This study was partially funded by FCT grants PIC/IC/83084/2007 and CIGMH. The authors have no competing interests. 
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spelling Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity scoreSickle Cell DiseaseSeverity ScoresFetal HemoglobinDoenças GenéticasSickle cell disease (SCD) is a monogenic disorder under polygenic and environmental control. This aetiopathogenic architecture leads to marked clinical heterogeneity with the emergence of multiple and diverse subphenotypes, which makes the patients severity stratification particularly difficult. A number of severity scores have been proposed, aiming at the integration of many clinical dimensions into a meaningful single synthetic measure of morbidity and/or risk of death within a given period. As part of a wider research on the development and validation of vaso-occlusion early predictors in SCD, we have analysed (i) the correlation between two scores, namely a disease severity score (DSS) and a paediatric severity score (PSS), and (ii) the association of scores to a number of genotypic and phenotypic markers in a series of 99 paediatric SS patients followed-up in two large general hospitals in Greater Lisbon area. The evaluated patients were mostly (97%) of Sub-Saharan African ancestry and presented an M/F ratio of 1.17, a median current age of 9.9 years, and a median follow-up/patient of 5.0 years. Both DSS and PSS displayed a non-normal (p<0.01) multimodal distribution. The Spearman’s ρ correlation coefficient between DSS and PSS was 0.280 which is significant at the 2-tailed 0.01 level. Although statistically significant, this weak positive correlation, coupled with a fair inter-rater agreement (κ value) of 0.281, suggests the compared severity scores, although overall convergent, are measuring different aspects of the phenotype, at different developmental stages (paediatric versus adult) and with different weights. Regarding the association studies, statistically significant relationships were observed (i) of DSS to a beta-globin gene cluster polymorphism, leukocyte and reticulocyte counts, RDW and HbF and (ii) of PSS to HbF. In conclusion, recently developed SCD severity scores are not yet the effective tool needed for patient stratification in genotype/phenotype (including response to medical interventions) association studies, as well as in the discovery and validation of prognosis markers of the largely unpredictable SCD clinical course. In particular, the marked reduction of sepsis incidence in younger SCD patients in developed countries is just an illustration of the type of problems novel improved severity scores should address. Acknowledgements: This study was partially funded by FCT grants PIC/IC/83084/2007 and CIGMH. The authors have no competing interests. Instituto Nacional de Saúde Doutor Ricardo Jorge, IPRepositório Científico do Instituto Nacional de SaúdeCoelho, AndreiaDias, AlexandraMorais, AnabelaNunes, BaltazarFaustino, PaulaLavinha, João2012-11-14T11:30:30Z2012-112012-11-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10400.18/1115enginfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-26T14:20:13Zoai:repositorio.insa.pt:10400.18/1115Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T21:34:21.215416Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
title Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
spellingShingle Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
Coelho, Andreia
Sickle Cell Disease
Severity Scores
Fetal Hemoglobin
Doenças Genéticas
title_short Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
title_full Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
title_fullStr Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
title_full_unstemmed Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
title_sort Sickle cell disease severity scoring: cross-validation between a disease severity score and a paediatric severity score
author Coelho, Andreia
author_facet Coelho, Andreia
Dias, Alexandra
Morais, Anabela
Nunes, Baltazar
Faustino, Paula
Lavinha, João
author_role author
author2 Dias, Alexandra
Morais, Anabela
Nunes, Baltazar
Faustino, Paula
Lavinha, João
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Nacional de Saúde
dc.contributor.author.fl_str_mv Coelho, Andreia
Dias, Alexandra
Morais, Anabela
Nunes, Baltazar
Faustino, Paula
Lavinha, João
dc.subject.por.fl_str_mv Sickle Cell Disease
Severity Scores
Fetal Hemoglobin
Doenças Genéticas
topic Sickle Cell Disease
Severity Scores
Fetal Hemoglobin
Doenças Genéticas
description Sickle cell disease (SCD) is a monogenic disorder under polygenic and environmental control. This aetiopathogenic architecture leads to marked clinical heterogeneity with the emergence of multiple and diverse subphenotypes, which makes the patients severity stratification particularly difficult. A number of severity scores have been proposed, aiming at the integration of many clinical dimensions into a meaningful single synthetic measure of morbidity and/or risk of death within a given period. As part of a wider research on the development and validation of vaso-occlusion early predictors in SCD, we have analysed (i) the correlation between two scores, namely a disease severity score (DSS) and a paediatric severity score (PSS), and (ii) the association of scores to a number of genotypic and phenotypic markers in a series of 99 paediatric SS patients followed-up in two large general hospitals in Greater Lisbon area. The evaluated patients were mostly (97%) of Sub-Saharan African ancestry and presented an M/F ratio of 1.17, a median current age of 9.9 years, and a median follow-up/patient of 5.0 years. Both DSS and PSS displayed a non-normal (p<0.01) multimodal distribution. The Spearman’s ρ correlation coefficient between DSS and PSS was 0.280 which is significant at the 2-tailed 0.01 level. Although statistically significant, this weak positive correlation, coupled with a fair inter-rater agreement (κ value) of 0.281, suggests the compared severity scores, although overall convergent, are measuring different aspects of the phenotype, at different developmental stages (paediatric versus adult) and with different weights. Regarding the association studies, statistically significant relationships were observed (i) of DSS to a beta-globin gene cluster polymorphism, leukocyte and reticulocyte counts, RDW and HbF and (ii) of PSS to HbF. In conclusion, recently developed SCD severity scores are not yet the effective tool needed for patient stratification in genotype/phenotype (including response to medical interventions) association studies, as well as in the discovery and validation of prognosis markers of the largely unpredictable SCD clinical course. In particular, the marked reduction of sepsis incidence in younger SCD patients in developed countries is just an illustration of the type of problems novel improved severity scores should address. Acknowledgements: This study was partially funded by FCT grants PIC/IC/83084/2007 and CIGMH. The authors have no competing interests. 
publishDate 2012
dc.date.none.fl_str_mv 2012-11-14T11:30:30Z
2012-11
2012-11-01T00:00:00Z
dc.type.driver.fl_str_mv conference object
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.18/1115
url http://hdl.handle.net/10400.18/1115
dc.language.iso.fl_str_mv eng
language eng
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dc.publisher.none.fl_str_mv Instituto Nacional de Saúde Doutor Ricardo Jorge, IP
publisher.none.fl_str_mv Instituto Nacional de Saúde Doutor Ricardo Jorge, IP
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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repository.mail.fl_str_mv info@rcaap.pt
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