Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy

Abstract Background Duchenne muscular dystrophy (DMD) is a fatal disease for which no cure is available. Clinical trials have shown to be largely underpowered due to inter‐individual variability and noisy outcome measures. The availability of biomarkers able to anticipate clinical benefit is highly...

Full description

Bibliographic Details
Main Authors: Mirko Signorelli, Burcu Ayoglu, Camilla Johansson, Hanns Lochmüller, Volker Straub, Francesco Muntoni, Erik Niks, Roula Tsonaka, Anja Persson, Annemieke Aartsma‐Rus, Peter Nilsson, Cristina Al‐Khalili Szigyarto, Pietro Spitali
Format: Article
Language:English
Published: Wiley 2020-04-01
Series:Journal of Cachexia, Sarcopenia and Muscle
Subjects:
Online Access:https://doi.org/10.1002/jcsm.12517
id doaj-279f86f1eb524b11a1cf2dcdaf841012
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Mirko Signorelli
Burcu Ayoglu
Camilla Johansson
Hanns Lochmüller
Volker Straub
Francesco Muntoni
Erik Niks
Roula Tsonaka
Anja Persson
Annemieke Aartsma‐Rus
Peter Nilsson
Cristina Al‐Khalili Szigyarto
Pietro Spitali
spellingShingle Mirko Signorelli
Burcu Ayoglu
Camilla Johansson
Hanns Lochmüller
Volker Straub
Francesco Muntoni
Erik Niks
Roula Tsonaka
Anja Persson
Annemieke Aartsma‐Rus
Peter Nilsson
Cristina Al‐Khalili Szigyarto
Pietro Spitali
Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
Journal of Cachexia, Sarcopenia and Muscle
Duchenne muscular dystrophy
Protein biomarkers
Prognostic biomarker
Rare diseases
Serum biomarkers
author_facet Mirko Signorelli
Burcu Ayoglu
Camilla Johansson
Hanns Lochmüller
Volker Straub
Francesco Muntoni
Erik Niks
Roula Tsonaka
Anja Persson
Annemieke Aartsma‐Rus
Peter Nilsson
Cristina Al‐Khalili Szigyarto
Pietro Spitali
author_sort Mirko Signorelli
title Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
title_short Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
title_full Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
title_fullStr Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
title_full_unstemmed Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophy
title_sort longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for duchenne muscular dystrophy
publisher Wiley
series Journal of Cachexia, Sarcopenia and Muscle
issn 2190-5991
2190-6009
publishDate 2020-04-01
description Abstract Background Duchenne muscular dystrophy (DMD) is a fatal disease for which no cure is available. Clinical trials have shown to be largely underpowered due to inter‐individual variability and noisy outcome measures. The availability of biomarkers able to anticipate clinical benefit is highly needed to improve clinical trial design and facilitate drug development. Methods In this study, we aimed to appraise the value of protein biomarkers to predict prognosis and monitor disease progression or treatment outcome in patients affected by DMD. We collected clinical data and 303 blood samples from 157 DMD patients in three clinical centres; 78 patients contributed multiple blood samples over time, with a median follow‐up time of 2 years. We employed linear mixed models to identify biomarkers that are associated with disease progression, wheelchair dependency, and treatment with corticosteroids and performed survival analysis to find biomarkers whose levels are associated with time to loss of ambulation. Results Our analysis led to the identification of 21 proteins whose levels significantly decrease with age and nine proteins whose levels significantly increase. Seven of these proteins are also differentially expressed in non‐ambulant patients, and three proteins are differentially expressed in patients treated with glucocorticosteroids. Treatment with corticosteroids was found to partly counteract the effect of disease progression on two biomarkers, namely, malate dehydrogenase 2 (MDH2, P = 0.0003) and ankyrin repeat domain 2 (P = 0.0005); however, patients treated with corticosteroids experienced a further reduction on collagen 1 serum levels (P = 0.0003), especially following administration of deflazacort. A time to event analysis allowed to further support the use of MDH2 as a prognostic biomarker as it was associated with an increased risk of wheelchair dependence (P = 0.0003). The obtained data support the prospective evaluation of the identified biomarkers in natural history and clinical trials as exploratory biomarkers. Conclusions We identified a number of serum biomarkers associated with disease progression, loss of ambulation, and treatment with corticosteroids. The identified biomarkers are promising candidate prognostic and surrogate biomarkers, which may support drug developers if confirmed in prospective studies. The serum levels of MDH2 are of particular interest, as they correlate with disease stage and response to treatment with corticosteroids, and are also associated with the risk of wheelchair dependency and pulmonary function.
topic Duchenne muscular dystrophy
Protein biomarkers
Prognostic biomarker
Rare diseases
Serum biomarkers
url https://doi.org/10.1002/jcsm.12517
work_keys_str_mv AT mirkosignorelli longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT burcuayoglu longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT camillajohansson longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT hannslochmuller longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT volkerstraub longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT francescomuntoni longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT erikniks longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT roulatsonaka longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT anjapersson longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT annemiekeaartsmarus longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT peternilsson longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT cristinaalkhaliliszigyarto longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
AT pietrospitali longitudinalserumbiomarkerscreeningidentifiesmalatedehydrogenase2ascandidateprognosticbiomarkerforduchennemusculardystrophy
_version_ 1724614871991975936
spelling doaj-279f86f1eb524b11a1cf2dcdaf8410122020-11-25T03:21:25ZengWileyJournal of Cachexia, Sarcopenia and Muscle2190-59912190-60092020-04-0111250551710.1002/jcsm.12517Longitudinal serum biomarker screening identifies malate dehydrogenase 2 as candidate prognostic biomarker for Duchenne muscular dystrophyMirko Signorelli0Burcu Ayoglu1Camilla Johansson2Hanns Lochmüller3Volker Straub4Francesco Muntoni5Erik Niks6Roula Tsonaka7Anja Persson8Annemieke Aartsma‐Rus9Peter Nilsson10Cristina Al‐Khalili Szigyarto11Pietro Spitali12Department of Biomedical Data Sciences Leiden University Medical Center Leiden The NetherlandsDepartment of Protein Sciences, SciLifeLab, School of Engineering Sciences in Chemistry, Biotechnology and Health KTH Royal Institute of Technology Stockholm SwedenDepartment of Protein Science, School of Chemistry, Biotechnology and Health KTH Royal Institute of Technology Stockholm SwedenDepartment of Neuropediatrics and Muscle Disorders, Faculty of Medicine, Medical Center University of Freiburg Freiburg GermanyMRC Centre for Neuromuscular Diseases, Institute of Genetic Medicine Newcastle University Newcastle upon Tyne UKThe Dubowitz Neuromuscular Centre UCL Institute of Child Health London UKDepartment of Neurology Leiden University Medical Center Leiden The NetherlandsDepartment of Biomedical Data Sciences Leiden University Medical Center Leiden The NetherlandsDepartment of Protein Science, School of Chemistry, Biotechnology and Health KTH Royal Institute of Technology Stockholm SwedenChildren's Hospital of Eastern Ontario Research Institute University of Ottawa Ottawa CanadaDivision of Affinity Proteomics, SciLifeLab, Department of Protein Science KTH Royal Institute of Technology Stockholm SwedenDepartment of Protein Sciences, SciLifeLab, School of Engineering Sciences in Chemistry, Biotechnology and Health KTH Royal Institute of Technology Stockholm SwedenDepartment of Human Genetics Leiden University Medical Center Leiden The NetherlandsAbstract Background Duchenne muscular dystrophy (DMD) is a fatal disease for which no cure is available. Clinical trials have shown to be largely underpowered due to inter‐individual variability and noisy outcome measures. The availability of biomarkers able to anticipate clinical benefit is highly needed to improve clinical trial design and facilitate drug development. Methods In this study, we aimed to appraise the value of protein biomarkers to predict prognosis and monitor disease progression or treatment outcome in patients affected by DMD. We collected clinical data and 303 blood samples from 157 DMD patients in three clinical centres; 78 patients contributed multiple blood samples over time, with a median follow‐up time of 2 years. We employed linear mixed models to identify biomarkers that are associated with disease progression, wheelchair dependency, and treatment with corticosteroids and performed survival analysis to find biomarkers whose levels are associated with time to loss of ambulation. Results Our analysis led to the identification of 21 proteins whose levels significantly decrease with age and nine proteins whose levels significantly increase. Seven of these proteins are also differentially expressed in non‐ambulant patients, and three proteins are differentially expressed in patients treated with glucocorticosteroids. Treatment with corticosteroids was found to partly counteract the effect of disease progression on two biomarkers, namely, malate dehydrogenase 2 (MDH2, P = 0.0003) and ankyrin repeat domain 2 (P = 0.0005); however, patients treated with corticosteroids experienced a further reduction on collagen 1 serum levels (P = 0.0003), especially following administration of deflazacort. A time to event analysis allowed to further support the use of MDH2 as a prognostic biomarker as it was associated with an increased risk of wheelchair dependence (P = 0.0003). The obtained data support the prospective evaluation of the identified biomarkers in natural history and clinical trials as exploratory biomarkers. Conclusions We identified a number of serum biomarkers associated with disease progression, loss of ambulation, and treatment with corticosteroids. The identified biomarkers are promising candidate prognostic and surrogate biomarkers, which may support drug developers if confirmed in prospective studies. The serum levels of MDH2 are of particular interest, as they correlate with disease stage and response to treatment with corticosteroids, and are also associated with the risk of wheelchair dependency and pulmonary function.https://doi.org/10.1002/jcsm.12517Duchenne muscular dystrophyProtein biomarkersPrognostic biomarkerRare diseasesSerum biomarkers