Cargando…

Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course

OBJECTIVES: To assess the potential of an online platform, PatientsLikeMe.com (PLM), for research in multiple sclerosis (MS). An investigation of the role of body mass index (BMI) on MS disease course was conducted to illustrate the utility of the platform. METHODS: First, we compared the demographi...

Descripción completa

Detalles Bibliográficos
Autores principales: Bove, Riley, Secor, Elizabeth, Healy, Brian C., Musallam, Alexander, Vaughan, Timothy, Glanz, Bonnie I., Greeke, Emily, Weiner, Howard L., Chitnis, Tanuja, Wicks, Paul, De Jager, Philip L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3603866/
https://www.ncbi.nlm.nih.gov/pubmed/23527256
http://dx.doi.org/10.1371/journal.pone.0059707
_version_ 1782263717236310016
author Bove, Riley
Secor, Elizabeth
Healy, Brian C.
Musallam, Alexander
Vaughan, Timothy
Glanz, Bonnie I.
Greeke, Emily
Weiner, Howard L.
Chitnis, Tanuja
Wicks, Paul
De Jager, Philip L.
author_facet Bove, Riley
Secor, Elizabeth
Healy, Brian C.
Musallam, Alexander
Vaughan, Timothy
Glanz, Bonnie I.
Greeke, Emily
Weiner, Howard L.
Chitnis, Tanuja
Wicks, Paul
De Jager, Philip L.
author_sort Bove, Riley
collection PubMed
description OBJECTIVES: To assess the potential of an online platform, PatientsLikeMe.com (PLM), for research in multiple sclerosis (MS). An investigation of the role of body mass index (BMI) on MS disease course was conducted to illustrate the utility of the platform. METHODS: First, we compared the demographic characteristics of subjects from PLM and from a regional MS center. Second, we validated PLM’s patient-reported outcome measure (MS Rating Scale, MSRS) against standard physician-rated tools. Finally, we analyzed the relation of BMI to the MSRS measure. RESULTS: Compared with 4,039 MS Center patients, the 10,255 PLM members were younger, more educated, and less often male and white. Disease course was more often relapsing remitting, with younger symptom onset and shorter disease duration. Differences were significant because of large sample sizes but small in absolute terms. MSRS scores for 121 MS Center patients revealed acceptable agreement between patient-derived and physician-derived composite scores (weighted kappa = 0.46). The Walking domain showed the highest weighted kappa (0.73) and correlation (rs = 0.86) between patient and physician scores. Additionally, there were good correlations between the patient-reported MSRS composite and walking scores and physician-derived measures: Expanded Disability Status Scale (composite rs = 0.61, walking rs = 0.74), Timed 25 Foot Walk (composite rs = 0.70, walking rs = 0.69), and Ambulation Index (composite rs = 0.81, walking rs = 0.84). Finally, using PLM data, we found a modest correlation between BMI and cross-sectional MSRS (rho = 0.17) and no association between BMI and disease course. CONCLUSIONS: The PLM population is comparable to a clinic population, and its patient-reported MSRS is correlated with existing clinical instruments. Thus, this online platform may provide a venue for MS investigations with unique strengths (frequent data collection, large sample sizes). To illustrate its applicability, we assessed the role of BMI in MS disease course but did not find a clinically meaningful role for BMI in this setting.
format Online
Article
Text
id pubmed-3603866
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-36038662013-03-22 Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course Bove, Riley Secor, Elizabeth Healy, Brian C. Musallam, Alexander Vaughan, Timothy Glanz, Bonnie I. Greeke, Emily Weiner, Howard L. Chitnis, Tanuja Wicks, Paul De Jager, Philip L. PLoS One Research Article OBJECTIVES: To assess the potential of an online platform, PatientsLikeMe.com (PLM), for research in multiple sclerosis (MS). An investigation of the role of body mass index (BMI) on MS disease course was conducted to illustrate the utility of the platform. METHODS: First, we compared the demographic characteristics of subjects from PLM and from a regional MS center. Second, we validated PLM’s patient-reported outcome measure (MS Rating Scale, MSRS) against standard physician-rated tools. Finally, we analyzed the relation of BMI to the MSRS measure. RESULTS: Compared with 4,039 MS Center patients, the 10,255 PLM members were younger, more educated, and less often male and white. Disease course was more often relapsing remitting, with younger symptom onset and shorter disease duration. Differences were significant because of large sample sizes but small in absolute terms. MSRS scores for 121 MS Center patients revealed acceptable agreement between patient-derived and physician-derived composite scores (weighted kappa = 0.46). The Walking domain showed the highest weighted kappa (0.73) and correlation (rs = 0.86) between patient and physician scores. Additionally, there were good correlations between the patient-reported MSRS composite and walking scores and physician-derived measures: Expanded Disability Status Scale (composite rs = 0.61, walking rs = 0.74), Timed 25 Foot Walk (composite rs = 0.70, walking rs = 0.69), and Ambulation Index (composite rs = 0.81, walking rs = 0.84). Finally, using PLM data, we found a modest correlation between BMI and cross-sectional MSRS (rho = 0.17) and no association between BMI and disease course. CONCLUSIONS: The PLM population is comparable to a clinic population, and its patient-reported MSRS is correlated with existing clinical instruments. Thus, this online platform may provide a venue for MS investigations with unique strengths (frequent data collection, large sample sizes). To illustrate its applicability, we assessed the role of BMI in MS disease course but did not find a clinically meaningful role for BMI in this setting. Public Library of Science 2013-03-20 /pmc/articles/PMC3603866/ /pubmed/23527256 http://dx.doi.org/10.1371/journal.pone.0059707 Text en © 2013 Bove 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Bove, Riley
Secor, Elizabeth
Healy, Brian C.
Musallam, Alexander
Vaughan, Timothy
Glanz, Bonnie I.
Greeke, Emily
Weiner, Howard L.
Chitnis, Tanuja
Wicks, Paul
De Jager, Philip L.
Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title_full Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title_fullStr Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title_full_unstemmed Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title_short Evaluation of an Online Platform for Multiple Sclerosis Research: Patient Description, Validation of Severity Scale, and Exploration of BMI Effects on Disease Course
title_sort evaluation of an online platform for multiple sclerosis research: patient description, validation of severity scale, and exploration of bmi effects on disease course
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3603866/
https://www.ncbi.nlm.nih.gov/pubmed/23527256
http://dx.doi.org/10.1371/journal.pone.0059707
work_keys_str_mv AT boveriley evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT secorelizabeth evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT healybrianc evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT musallamalexander evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT vaughantimothy evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT glanzbonniei evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT greekeemily evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT weinerhowardl evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT chitnistanuja evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT wickspaul evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse
AT dejagerphilipl evaluationofanonlineplatformformultiplesclerosisresearchpatientdescriptionvalidationofseverityscaleandexplorationofbmieffectsondiseasecourse