Parkinson's Progression Markers Initiative: A Milestone-Based Strategy to Monitor PD Progression

Background: Identifying a meaningful progression metric for Parkinson's disease (PD) that reflects heterogeneity remains a challenge. Objective: To assess the frequency and baseline predictors of progression to clinically relevant motor and non-motor PD milestones. Methods: Using data from the Parkinson's Progression Markers Initiative (PPMI) de novo PD cohort, we monitored 25 milestones across six domains ("walking and balance"; "motor complications"; "cognition"; "autonomic dysfunction"; "functional dependence"; "activities of daily living"). Milestones were intended to be severe enough to reflect meaningful disability. We assessed the proportion of participants reaching any milestone; evaluated which occurred most frequently; and conducted a time-to-first-event analysis exploring whether baseline characteristics were associated with progression. Results: Half of participants reached at least one milestone within five years. Milestones within the cognitive, functional dependence, and autonomic dysfunction domains were reached most often. Among participants who reached a milestone at an annual follow-up visit and remained active in the study, 82% continued to meet criteria for any milestone at one or more subsequent annual visits and 55% did so at the next annual visit. In multivariable analysis, baseline features predicting faster time to reaching a milestone included age (p<0.0001), greater MDS-UPDRS total scores (p<0.0001), higher GDS-15 depression scores (p=0.0341), lower dopamine transporter binding (p=0.0043), and lower CSF total -synuclein levels (p=0.0033). Symptomatic treatment was not significantly associated with reaching a milestone (p=0.1639). Conclusions: Clinically relevant milestones occur frequently, even in early PD. Milestones were significantly associated with baseline clinical and biological markers, but not with symptomatic treatment. Further studies are necessary to validate these results, further assess the stability of milestones, and explore translating them into an outcome measure suitable for observational and therapeutic studies.

Alyssa | E. Tolosa | D. Galasko | C. Tanner | Douglas Galasko | A. Siderowf | T. Foroud | T. Simuni | K. Kieburtz | B. Mollenhauer | K. Crawford | D. Weintraub | G. Kristiansen | T. Foroud | K. Poston | I. Croitoru | M. Schwarzschild | L. Norcliffe-Kaufmann | V. Arnedo | C. Caspell-Garcia | L. Chahine | C. Marras | S. Hutten | M. Leehey | Raymond James | A. Tarakad | Kalpana M. Merchant | Janice Hamer | P. Casalin | D. Willeke | Helen | K. Merchant | Elliot L. Burghardt | C. Coffey | Kelly A. Clark | Sohini | K. Kieburtz | A. Siderowf | K. Marek | M. Brumm | S. Choi | E. Burghardt | A. O’Grady | Seung Ho Choi | H. Rowbotham | Alyssa N. O’Grady | Seung Ho Choi | PhD Roseanne Dobkin | MD Ethan Brown | PhD Duygu Tosun-Turgut | MD Werner Poewe | MD Susan Bressman | PhD Ekemini Riley | MD John Seibyl | PhD Leslie Shaw | MD PhD David Standaert | MD MS Sneha Mantri | MD Nabila Dahodwala | MD Hubert Fernandez | MD Ira Shoulson | MD Claudia Trenkwalder | PhD Todd Sherer | PhD Mark Frasier | PhD Jamie Eberling | PhD Katie Kopil | MSc James Gibaldi | Maggie McGuire | EdD Leslie Kirsch | PhD Janel Fedler | Hyunkeun | PhD Ryan Cho | Seung Ho | MS Choi | MS David-Erick Lafontant | PhD Arthur Toga | MD Ruth Schneider | MD Kelvin Chou | MD PhD David Russell | MD Mba Robert Hauser | M. F. Marie H Saint-Hilaire | DO David Shprecher | MD Kathrin Brockmann | PhD Yen Tai MD | MD PhD Paolo Barone | MD Stuart Isaacson | MD MSc Faan Fana Alberto Espay | MD PhD Maria Jose Martí | MD PhD Shu-Ching Hu | MD Emile Moukheiber | MD Jean-Christophe Corvol | MD Nir Giladi | PhD Javier Ruiz Martinez MD | MD Jan O. Aasly | MD PhD Leonidas Stefanis | MD Karen Marder | Frcp 45 Tiago Mestre PhD | MD MSc Aleksandar Videnovic | MD Rajesh Pahwa | MD Mark Lew | MD Holly Shill | MD PhD Amy Amara | PhD Charles Adler MD | MD Giulietta Riboldi | MD Nikolaus McFarland | MD Ron Postuma | MD Zoltan Mari | PhD Nicola Pavese MD | MD PhD Michele Hu | MD Norbert Brüggemann | MD Fean Christine Klein | MD PhD Bastiaan Bloem | BS Anisha Singh | BS Angela Stovall | BA Julie Festa | BS Lianne Ramia | BS Katrina Wakeman | BA Karen Williams | MA Courtney Blair | BS Krista Specketer | BS JenniferMule | PhD Farah Kausar | MD Alicia Garrido | MS Cgc Deborah Raymond | Anne | MA Mejia Santana | BS Anjana Singh | BS DanicaNogo | BS Samantha Murphy | Lauren M O'Brien | MSc Ashwini Ramachandran | Fnu Madhuri | MS Daniel Freire | MBChB Farah Ismail | BA Tom Osgood | BS Heidi Friedeck | BS Jenny Frisendahl | MD Ying Liu | BA Caitlin Romano | Michael C. Brumm | MS Choi | Kelly A Clark

[1]  O. Tysnes,et al.  Parkinson’s disease clinical milestones and mortality , 2022, NPJ Parkinson's disease.

[2]  G. Rauch,et al.  Weighted composite time to event endpoints with recurrent events: comparison of three analytical approaches , 2022, BMC Medical Research Methodology.

[3]  L. Marsili,et al.  Clinical milestones in Parkinson's disease: Past, present, and future , 2021, Journal of the Neurological Sciences.

[4]  Jamie L. Adams,et al.  Design of a virtual longitudinal observational study in Parkinson’s disease (AT‐HOME PD) , 2020, Annals of clinical and translational neurology.

[5]  A. Merola,et al.  Dysautonomia in early Parkinson disease: a window into the determinants of functional disability and an opportunity for early intervention , 2020, Clinical Autonomic Research.

[6]  D. Aarsland,et al.  Neuropsychiatric symptoms and cognitive abilities over the initial quinquennium of Parkinson disease , 2020, Annals of clinical and translational neurology.

[7]  T. Simuni Isradipine Versus Placebo in Early Parkinson Disease , 2020, Annals of Internal Medicine.

[8]  P. Diggle,et al.  Apathy as a behavioural marker of cognitive impairment in Parkinson’s disease: a longitudinal analysis , 2019, Journal of Neurology.

[9]  A. Singleton,et al.  Longitudinal Analyses of Cerebrospinal Fluid α-Synuclein in Prodromal and Early Parkinson’s Disease , 2019, Movement disorders : official journal of the Movement Disorder Society.

[10]  Norbert Schuff,et al.  The Parkinson's progression markers initiative (PPMI) – establishing a PD biomarker cohort , 2018, Annals of clinical and translational neurology.

[11]  Norbert Schuff,et al.  Longitudinal Change of Clinical and Biological Measures in Early Parkinson's Disease: Parkinson's Progression Markers Initiative Cohort , 2018, Movement disorders : official journal of the Movement Disorder Society.

[12]  A. Lees,et al.  Association of Autonomic Dysfunction With Disease Progression and Survival in Parkinson Disease , 2017, JAMA neurology.

[13]  D. Selkoe,et al.  A user's guide for α‐synuclein biomarker studies in biological fluids: Perianalytical considerations , 2017, Movement disorders : official journal of the Movement Disorder Society.

[14]  P. Armstrong,et al.  Composite End Points in Clinical Research: A Time for Reappraisal. , 2017, Circulation.

[15]  M. Nalls,et al.  Multiple modality biomarker prediction of cognitive impairment in prospectively followed de novo Parkinson disease , 2017, PloS one.

[16]  J. Long,et al.  Predictors of time to initiation of symptomatic therapy in early Parkinson's disease , 2016, Annals of clinical and translational neurology.

[17]  D. Aarsland,et al.  Cognitive performance and neuropsychiatric symptoms in early, untreated Parkinson's disease , 2015, Movement disorders : official journal of the Movement Disorder Society.

[18]  Tanya Simuni,et al.  Effect of creatine monohydrate on clinical progression in patients with Parkinson disease: a randomized clinical trial. , 2015, JAMA.

[19]  Jianwen Cai,et al.  Modelling recurrent events: a tutorial for analysis in epidemiology. , 2015, International journal of epidemiology.

[20]  T. Robbins,et al.  The CamPaIGN study of Parkinson's disease: 10-year outlook in an incident population-based cohort , 2013, Journal of Neurology, Neurosurgery & Psychiatry.

[21]  N. Scott,et al.  Age-, gender-, and socioeconomic status-specific incidence of Parkinson's disease and parkinsonism in northeast Scotland: the PINE study. , 2013, Parkinsonism & related disorders.

[22]  J. Jankovic,et al.  How to identify tremor dominant and postural instability/gait difficulty groups with the movement disorder society unified Parkinson's disease rating scale: Comparison with the unified Parkinson's disease rating scale , 2013, Movement disorders : official journal of the Movement Disorder Society.

[23]  A. Albanese,et al.  Validation of the Italian version of the Movement Disorder Society—Unified Parkinson’s Disease Rating Scale , 2013, Neurological Sciences.

[24]  B. Mollenhauer,et al.  Total CSF α-synuclein is lower in de novo Parkinson patients than in healthy subjects , 2013, Neuroscience Letters.

[25]  J. Elm Design innovations and baseline findings in a long‐term Parkinson's trial: The national institute of neurological disorders and stroke exploratory trials in Parkinson's Disease Long‐Term Study–1 , 2012, Movement disorders : official journal of the Movement Disorder Society.

[26]  C. Tanner,et al.  Dopamine transporter imaging is associated with long‐term outcomes in Parkinson's disease , 2012, Movement disorders : official journal of the Movement Disorder Society.

[27]  A. Singleton,et al.  The Parkinson Progression Marker Initiative (PPMI) , 2011, Progress in Neurobiology.

[28]  Y. Fujiwara,et al.  Denosumab compared with zoledronic acid for the treatment of bone metastases in patients with advanced breast cancer: a randomized, double-blind study. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[29]  Aneeka M Hancock,et al.  DJ-1 and alpha-synuclein in human cerebrospinal fluid as biomarkers of Parkinson's disease. , 2010, Brain : a journal of neurology.

[30]  P. Huang,et al.  Using global statistical tests in long‐term Parkinson's disease clinical trials , 2009, Movement disorders : official journal of the Movement Disorder Society.

[31]  A. Spottke,et al.  Comparative responsiveness of Parkinson's disease scales to change over time , 2009, Movement disorders : official journal of the Movement Disorder Society.

[32]  J. Jankovic,et al.  Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Scale presentation and clinimetric testing results , 2008, Movement disorders : official journal of the Movement Disorder Society.

[33]  G. Halliday,et al.  The Sydney multicenter study of Parkinson's disease: The inevitability of dementia at 20 years , 2008, Movement disorders : official journal of the Movement Disorder Society.

[34]  E. Tolosa,et al.  Clinical diagnostic criteria for dementia associated with Parkinson's disease , 2007, Movement disorders : official journal of the Movement Disorder Society.

[35]  T. Robbins,et al.  Evolution of cognitive dysfunction in an incident Parkinson's disease cohort. , 2007, Brain : a journal of neurology.

[36]  Albert Hofman,et al.  Prognosis of Parkinson disease: risk of dementia and mortality: the Rotterdam Study. , 2005, Archives of neurology.

[37]  T. Robbins,et al.  The cognitive ability of an incident cohort of Parkinson's patients in the UK. The CamPaIGN study. , 2004, Brain : a journal of neurology.

[38]  K. Jellinger The association of incident dementia with mortality in PD , 2003, Neurology.

[39]  D. Aarsland,et al.  Prevalence and characteristics of dementia in Parkinson disease: an 8-year prospective study. , 2003, Archives of neurology.

[40]  B. Brenner,et al.  Effects of losartan on renal and cardiovascular outcomes in patients with type 2 diabetes and nephropathy. , 2001, The New England journal of medicine.

[41]  W. Poewe,et al.  The natural history of parkinson's disease , 1998, Journal of neurology.

[42]  R. Fitzpatrick,et al.  PDQ-39: a review of the development, validation and application of a Parkinson’s disease quality of life questionnaire and its associated measures , 1998, Journal of Neurology.

[43]  J C Lindsey,et al.  Tutorial in biostatistics methods for interval-censored data. , 1998, Statistics in medicine.

[44]  Koroshetz Wj,et al.  Tissue plasminogen activator for acute ischemic stroke. , 1996, The New England journal of medicine.

[45]  J. Jankovic,et al.  Factors predictive of the need for levodopa therapy in early, untreated Parkinson's disease. The Parkinson Study Group. , 1995, Archives of neurology.

[46]  E. Braunwald,et al.  Use of composite endpoints in thrombolysis trials of acute myocardial infarction. , 1993, The American journal of cardiology.

[47]  M. Brin,et al.  Effects of tocopherol and deprenyl on the progression of disability in early Parkinson's disease. , 1993, The New England journal of medicine.

[48]  W. Landau Clinical Neuromythology IX — Pyramid sale in the bucket shop , 1990, Neurology.

[49]  Draft Guidance Multiple Endpoints in Clinical Trials Guidance for Industry , 2017 .

[50]  G. Stebbins,et al.  Expanded and independent validation of the Movement Disorder Society–Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) , 2012, Journal of Neurology.