Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)

Ongoing biomarker development programs have been designed to identify serologic or imaging signatures of clinico-pathologic entities, assuming distinct biological boundaries between them. Identified putative biomarkers have exhibited large variability and inconsistency between cohorts, and remain in...

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Main Authors: Andrea Sturchio, Luca Marsili, Joaquin A. Vizcarra, Alok K. Dwivedi, Marcelo A. Kauffman, Andrew P. Duker, Peixin Lu, Michael W. Pauciulo, Benjamin D. Wissel, Emily J. Hill, Benjamin Stecher, Elizabeth G. Keeling, Achala S. Vagal, Lily Wang, David B. Haslam, Matthew J. Robson, Caroline M. Tanner, Daniel W. Hagey, Samir El Andaloussi, Kariem Ezzat, Ronan M. T. Fleming, Long J. Lu, Max A. Little, Alberto J. Espay
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnagi.2020.553635/full
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author Andrea Sturchio
Luca Marsili
Joaquin A. Vizcarra
Alok K. Dwivedi
Marcelo A. Kauffman
Marcelo A. Kauffman
Andrew P. Duker
Peixin Lu
Peixin Lu
Michael W. Pauciulo
Benjamin D. Wissel
Benjamin D. Wissel
Emily J. Hill
Benjamin Stecher
Elizabeth G. Keeling
Achala S. Vagal
Lily Wang
David B. Haslam
Matthew J. Robson
Caroline M. Tanner
Daniel W. Hagey
Samir El Andaloussi
Kariem Ezzat
Ronan M. T. Fleming
Long J. Lu
Max A. Little
Max A. Little
Alberto J. Espay
spellingShingle Andrea Sturchio
Luca Marsili
Joaquin A. Vizcarra
Alok K. Dwivedi
Marcelo A. Kauffman
Marcelo A. Kauffman
Andrew P. Duker
Peixin Lu
Peixin Lu
Michael W. Pauciulo
Benjamin D. Wissel
Benjamin D. Wissel
Emily J. Hill
Benjamin Stecher
Elizabeth G. Keeling
Achala S. Vagal
Lily Wang
David B. Haslam
Matthew J. Robson
Caroline M. Tanner
Daniel W. Hagey
Samir El Andaloussi
Kariem Ezzat
Ronan M. T. Fleming
Long J. Lu
Max A. Little
Max A. Little
Alberto J. Espay
Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
Frontiers in Aging Neuroscience
biomarkers
Parkinson’s disease
Alzheimer’s disease
neurodegeneration
cohort
drug repurposing
author_facet Andrea Sturchio
Luca Marsili
Joaquin A. Vizcarra
Alok K. Dwivedi
Marcelo A. Kauffman
Marcelo A. Kauffman
Andrew P. Duker
Peixin Lu
Peixin Lu
Michael W. Pauciulo
Benjamin D. Wissel
Benjamin D. Wissel
Emily J. Hill
Benjamin Stecher
Elizabeth G. Keeling
Achala S. Vagal
Lily Wang
David B. Haslam
Matthew J. Robson
Caroline M. Tanner
Daniel W. Hagey
Samir El Andaloussi
Kariem Ezzat
Ronan M. T. Fleming
Long J. Lu
Max A. Little
Max A. Little
Alberto J. Espay
author_sort Andrea Sturchio
title Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
title_short Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
title_full Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
title_fullStr Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
title_full_unstemmed Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)
title_sort phenotype-agnostic molecular subtyping of neurodegenerative disorders: the cincinnati cohort biomarker program (ccbp)
publisher Frontiers Media S.A.
series Frontiers in Aging Neuroscience
issn 1663-4365
publishDate 2020-10-01
description Ongoing biomarker development programs have been designed to identify serologic or imaging signatures of clinico-pathologic entities, assuming distinct biological boundaries between them. Identified putative biomarkers have exhibited large variability and inconsistency between cohorts, and remain inadequate for selecting suitable recipients for potential disease-modifying interventions. We launched the Cincinnati Cohort Biomarker Program (CCBP) as a population-based, phenotype-agnostic longitudinal study. While patients affected by a wide range of neurodegenerative disorders will be deeply phenotyped using clinical, imaging, and mobile health technologies, analyses will not be anchored on phenotypic clusters but on bioassays of to-be-repurposed medications as well as on genomics, transcriptomics, proteomics, metabolomics, epigenomics, microbiomics, and pharmacogenomics analyses blinded to phenotypic data. Unique features of this cohort study include (1) a reverse biology-to-phenotype direction of biomarker development in which clinical, imaging, and mobile health technologies are subordinate to biological signals of interest; (2) hypothesis free, causally- and data driven-based analyses; (3) inclusive recruitment of patients with neurodegenerative disorders beyond clinical criteria-meeting patients with Parkinson’s and Alzheimer’s diseases, and (4) a large number of longitudinally followed participants. The parallel development of serum bioassays will be aimed at linking biologically suitable subjects to already available drugs with repurposing potential in future proof-of-concept adaptive clinical trials. Although many challenges are anticipated, including the unclear pathogenic relevance of identifiable biological signals and the possibility that some signals of importance may not yet be measurable with current technologies, this cohort study abandons the anchoring role of clinico-pathologic criteria in favor of biomarker-driven disease subtyping to facilitate future biosubtype-specific disease-modifying therapeutic efforts.
topic biomarkers
Parkinson’s disease
Alzheimer’s disease
neurodegeneration
cohort
drug repurposing
url https://www.frontiersin.org/article/10.3389/fnagi.2020.553635/full
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spelling doaj-6d424a4d86364f5683f8e545b0af57fb2020-11-25T02:47:42ZengFrontiers Media S.A.Frontiers in Aging Neuroscience1663-43652020-10-011210.3389/fnagi.2020.553635553635Phenotype-Agnostic Molecular Subtyping of Neurodegenerative Disorders: The Cincinnati Cohort Biomarker Program (CCBP)Andrea Sturchio0Luca Marsili1Joaquin A. Vizcarra2Alok K. Dwivedi3Marcelo A. Kauffman4Marcelo A. Kauffman5Andrew P. Duker6Peixin Lu7Peixin Lu8Michael W. Pauciulo9Benjamin D. Wissel10Benjamin D. Wissel11Emily J. Hill12Benjamin Stecher13Elizabeth G. Keeling14Achala S. Vagal15Lily Wang16David B. Haslam17Matthew J. Robson18Caroline M. Tanner19Daniel W. Hagey20Samir El Andaloussi21Kariem Ezzat22Ronan M. T. Fleming23Long J. Lu24Max A. Little25Max A. Little26Alberto J. Espay27James J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesDivision of Biostatistics and Epidemiology, Department of Biomedical Sciences, Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United StatesConsultorio y Laboratorio de Neurogenética, Centro Universitario de Neurología “José María Ramos Mejía” y División Neurología, Hospital JM Ramos Mejía, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, ArgentinaPrograma de Medicina de Precision y Genomica Clinica, Instituto de Investigaciones en Medicina Traslacional, Facultad de Ciencias Biomédicas, Universidad Austral– Consejo Nacional de Investigaciones Científicas y Técnicas de Argentina, Pilar, ArgentinaJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesDivision of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United StatesSchool of Information Management, Wuhan University, Wuhan, ChinaDivision of Human Genetics, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesDivision of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesDepartment of Radiology, University of Cincinnati Medical Center, Cincinnati, OH, United StatesDepartment of Radiology, University of Cincinnati Medical Center, Cincinnati, OH, United StatesDivision of Infectious Diseases, Center for Inflammation and Tolerance, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States0Division of Pharmaceutical Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Cincinnati, OH, United States1Department of Neurology, Weill Institute for Neurosciences, Parkinson’s Disease Research Education and Clinical Center, San Francisco Veteran’s Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States2Department of Laboratory Medicine, Clinical Research Center, Karolinska Institutet, Stockholm, Sweden2Department of Laboratory Medicine, Clinical Research Center, Karolinska Institutet, Stockholm, Sweden2Department of Laboratory Medicine, Clinical Research Center, Karolinska Institutet, Stockholm, Sweden3Analytical Biosciences, Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, NetherlandsPrograma de Medicina de Precision y Genomica Clinica, Instituto de Investigaciones en Medicina Traslacional, Facultad de Ciencias Biomédicas, Universidad Austral– Consejo Nacional de Investigaciones Científicas y Técnicas de Argentina, Pilar, Argentina4School of Computer Science, University of Birmingham, Birmingham, United Kingdom5Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United StatesJames J. and Joan A. Gardner Family Center for Parkinson’s disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, United StatesOngoing biomarker development programs have been designed to identify serologic or imaging signatures of clinico-pathologic entities, assuming distinct biological boundaries between them. Identified putative biomarkers have exhibited large variability and inconsistency between cohorts, and remain inadequate for selecting suitable recipients for potential disease-modifying interventions. We launched the Cincinnati Cohort Biomarker Program (CCBP) as a population-based, phenotype-agnostic longitudinal study. While patients affected by a wide range of neurodegenerative disorders will be deeply phenotyped using clinical, imaging, and mobile health technologies, analyses will not be anchored on phenotypic clusters but on bioassays of to-be-repurposed medications as well as on genomics, transcriptomics, proteomics, metabolomics, epigenomics, microbiomics, and pharmacogenomics analyses blinded to phenotypic data. Unique features of this cohort study include (1) a reverse biology-to-phenotype direction of biomarker development in which clinical, imaging, and mobile health technologies are subordinate to biological signals of interest; (2) hypothesis free, causally- and data driven-based analyses; (3) inclusive recruitment of patients with neurodegenerative disorders beyond clinical criteria-meeting patients with Parkinson’s and Alzheimer’s diseases, and (4) a large number of longitudinally followed participants. The parallel development of serum bioassays will be aimed at linking biologically suitable subjects to already available drugs with repurposing potential in future proof-of-concept adaptive clinical trials. Although many challenges are anticipated, including the unclear pathogenic relevance of identifiable biological signals and the possibility that some signals of importance may not yet be measurable with current technologies, this cohort study abandons the anchoring role of clinico-pathologic criteria in favor of biomarker-driven disease subtyping to facilitate future biosubtype-specific disease-modifying therapeutic efforts.https://www.frontiersin.org/article/10.3389/fnagi.2020.553635/fullbiomarkersParkinson’s diseaseAlzheimer’s diseaseneurodegenerationcohortdrug repurposing