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July 12, 2016; 87 (2) Article

Monitoring of 30 marker candidates in early Parkinson disease as progression markers

Brit Mollenhauer, Johannes Zimmermann, Friederike Sixel-Döring, Niels K. Focke, Tamara Wicke, Jens Ebentheuer, Martina Schaumburg, Elisabeth Lang, Ellen Trautmann, Henrik Zetterberg, Peggy Taylor, Tim Friede, Claudia Trenkwalder
First published May 6, 2016, DOI: https://doi.org/10.1212/WNL.0000000000002651
Brit Mollenhauer
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Johannes Zimmermann
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Friederike Sixel-Döring
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Niels K. Focke
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Tamara Wicke
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Jens Ebentheuer
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Martina Schaumburg
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Elisabeth Lang
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Ellen Trautmann
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Henrik Zetterberg
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Peggy Taylor
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Tim Friede
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Claudia Trenkwalder
From Paracelsus-Elena-Klinik (B.M., F.S.-D., T.W., J.E., M.S., E.L., E.T., C.T.), Kassel; Departments of Neurosurgery (B.M., C.T.) and Medical Statistics (T.F.) and Institute of Neuropathology (B.M.), University Medical Centre Göttingen; Psychologische Hochschule Berlin (J.Z.); Department of Neurology/Epileptology and Hertie Institute of Clinical Brain Research (N.K.F.), University of Tübingen, Germany; Clinical Neurochemistry Laboratory (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; and BioLegend (P.T.), Dedham, MA.
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Citation
Monitoring of 30 marker candidates in early Parkinson disease as progression markers
Brit Mollenhauer, Johannes Zimmermann, Friederike Sixel-Döring, Niels K. Focke, Tamara Wicke, Jens Ebentheuer, Martina Schaumburg, Elisabeth Lang, Ellen Trautmann, Henrik Zetterberg, Peggy Taylor, Tim Friede, Claudia Trenkwalder
Neurology Jul 2016, 87 (2) 168-177; DOI: 10.1212/WNL.0000000000002651

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Abstract

Objective: This was a longitudinal single-center cohort study to comprehensively explore multimodal progression markers for Parkinson disease (PD) in patients with recently diagnosed PD (n = 123) and age-matched, neurologically healthy controls (HC; n = 106).

Methods: Thirty tests at baseline and after 24 months covered nonmotor symptoms (NMS), cognitive function, and REM sleep behavior disorder (RBD) by polysomnography (PSG), voxel-based morphometry (VBM) of the brain by MRI, and CSF markers. Linear mixed-effect models were used to estimate differences of rates of change and to provide standardized effect sizes (d) with 95% confidence intervals (CI).

Results: A composite panel of 10 informative markers was identified. Significant relative worsening (PD vs HC) was seen with the following markers: the Unified Parkinson's Disease Rating Scale I (d 0.39; CI 0.09–0.70), the Autonomic Scale for Outcomes in Parkinson's Disease (d 0.25; CI 0.06–0.46), the Epworth Sleepiness Scale (d 0.47; CI 0.24–0.71), the RBD Screening Questionnaire (d 0.44; CI 0.25–0.64), and RBD by PSG (d 0.37; CI 0.19–0.55) as well as VBM units of cortical gray matter (d −0.2; CI −0.3 to −0.09) and hippocampus (d −0.15; CI −0.27 to −0.03). Markers with a relative improvement included the Nonmotor Symptom (Severity) Scale (d −0.19; CI −0.36 to −0.02) and 2 depression scales (Beck Depression Inventory d −0.18; CI −0.36 to 0; Montgomery-Åsberg Depression Rating Scale d −0.26; CI −0.47 to −0.04). Unexpectedly, cognitive measures and select laboratory markers were not significantly changed in PD vs HC participants.

Conclusions: Current CSF biomarkers and cognitive scales do not represent useful progression markers. However, sleep and imaging measures, and to some extent NMS, assessed using adequate scales, may be more informative markers to quantify progression.

GLOSSARY

24FU=
24 months follow-up;
α-syn=
α-synuclein;
AD=
Alzheimer disease;
BDI=
Beck Depression Inventory;
BL=
baseline;
DeNoPa=
de novo Parkinson;
ESS=
Epworth Sleepiness Scale;
HC=
healthy control;
LED=
levodopa equivalent dosage;
MADRS=
Montgomery-Åsberg Depression Rating Scale;
MDS=
Movement Disorder Society;
MMSE=
Mini-Mental State Examination;
MoCA=
Montreal Cognitive Assessment Test;
NMS=
nonmotor signs;
NMSS=
Nonmotor Symptom Scale;
p-tau=
tau protein phosphorylated at threonine 181;
PD=
Parkinson disease;
PSG=
polysomnography;
RBD=
REM sleep behavior disorder;
RBD-SQ=
REM Sleep Behavior Disorder Screening Questionnaire;
Scopa-AUT=
Autonomic Scale for Outcomes in Parkinson's Disease;
t-tau=
total tau protein;
UPDRS=
Unified Parkinson's Disease Rating Scale;
VBM=
voxel-based morphometry

Footnotes

  • Coinvestigators are listed on the Neurology® Web site at Neurology.org.

  • Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Supplemental data at Neurology.org

  • Editorial, page 128

  • Received July 8, 2015.
  • Accepted in final form December 15, 2015.
  • © 2016 American Academy of Neurology
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