Development of a Disease Progression Model for Leucine-Rich Repeat Kinase 2 in Parkinson's Disease to Inform Clinical Trial Designs

被引:15
作者
Ahamadi, Malidi [1 ]
Conrado, Daniela J. [2 ]
Macha, Sreeraj [1 ]
Sinha, Vikram [1 ]
Stone, Julie [1 ]
Burton, Jackson [2 ]
Nicholas, Timothy [3 ]
Gallagher, Jill [4 ]
Dexter, David [4 ]
Bani, Massimo [5 ]
Boroojerdi, Babak [5 ]
Smit, Hans [5 ]
Weidemann, Jonas [6 ]
Chen, Chao [7 ]
Yang, Minhua [8 ]
Maciuca, Romeo [9 ]
Lawson, Rachael [10 ]
Burn, David [10 ]
Marek, Kenneth [11 ]
Venuto, Charles [12 ]
Stafford, Bob [2 ]
Akalu, Mussie [2 ]
Stephenson, Diane [2 ]
Romero, Klaus [2 ]
机构
[1] Merck & Co Inc, Kenilworth, NJ 07033 USA
[2] Crit Path Inst, Tucson, AZ USA
[3] Pfizer Inc, Groton, CT 06340 USA
[4] Parkinsons UK, London, England
[5] UCB, Brussels, Belgium
[6] Lundbeck, Copenhagen, Denmark
[7] GSK UK, Uxbridge, Middx, England
[8] Biogen Inc, 14 Cambridge Ctr, Cambridge, MA 02142 USA
[9] Denali Therapeut Inc, San Francisco, CA USA
[10] Newcastle Univ, Incidence Cognit Impairment Cohorts Longitudinal, Newcastle Upon Tyne, Tyne & Wear, England
[11] Inst Neurodegenerat Dis, New Haven, CT USA
[12] Univ Rochester, Rochester, NY USA
关键词
BOUNDED OUTCOME SCORES; BETA REGRESSION; LRRK2; G2019S; PHENOTYPE;
D O I
10.1002/cpt.1634
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
A quantitative assessment of Parkinson's disease (PD) progression is critical for optimizing clinical trials design. Disease progression model was developed using pooled data from the Progression Marker Initiative study and the Incidence of Cognitive Impairment in Cohorts with Longitudinal Evaluation in Parkinson's Disease study. Age, gender, concomitant medication, and study arms were predictors of baseline. A mutation in the leucine-rich repeat kinase 2 (LRRK2) encoding gene was associated with the disease progression rate. The progression rate in subjects with PD who carried LRRK2 mutation was slightly slower (similar to 0.170 points/month) than that in PD subjects without the mutation (similar to 0.222 points/month). For a nonenriched placebo-controlled clinical trial, approximately 70 subjects/arm would be required to detect a drug effect of 50% reduction in the progression rate with 80% probability, whereas 85, 93, and 100 subjects/arm would be required for an enriched clinical trial with 30%, 50%, and 70% subjects with LRRK2 mutations, respectively.
引用
收藏
页码:553 / 562
页数:10
相关论文
共 33 条
[1]   Operating characteristics of stepwise covariate selection in pharmacometric modeling [J].
Ahamadi, Malidi ;
Largajolli, Anna ;
Diderichsen, Paul M. ;
de Greef, Rik ;
Kerbusch, Thomas ;
Witjes, Han ;
Chawla, Akshita ;
Davis, Casey B. ;
Gheyas, Ferdous .
JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2019, 46 (03) :273-285
[2]   Parkinson Disease Phenotype in Ashkenazi Jews With and Without LRRK2 G2019S Mutations [J].
Alcalay, Roy N. ;
Mirelman, Anat ;
Saunders-Pullman, Rachel ;
Tang, Ming-X ;
Mejia Santana, Helen ;
Raymond, Deborah ;
Roos, Ernest ;
Orbe-Reilly, Martha ;
Gurevich, Tanya ;
Bar Shira, Anat ;
Weisz, Mali Gana ;
Yasinovsky, Kira ;
Zalis, Maayan ;
Thaler, Avner ;
Deik, Andres ;
Barrett, Matthew James ;
Cabassa, Jose ;
Groves, Mark ;
Hunt, Ann L. ;
Lubarr, Naomi ;
San Luciano, Marta ;
Miravite, Joan ;
Palmese, Christina ;
Sachdev, Rivka ;
Sarva, Harini ;
Severt, Lawrence ;
Shanker, Vicki ;
Swan, Matthew Carrington ;
Soto-Valencia, Jeannie ;
Johannes, Brooke ;
Ortega, Robert ;
Fahn, Stanley ;
Cote, Lucien ;
Waters, Cheryl ;
Mazzoni, Pietro ;
Ford, Blair ;
Louis, Elan ;
Levy, Oren ;
Rosado, Llency ;
Ruiz, Diana ;
Dorovski, Tsvyatko ;
Pauciulo, Michael ;
Nichols, William ;
Orr-Urtreger, Avi ;
Ozelius, Laurie ;
Clark, Lorraine ;
Giladi, Nir ;
Bressman, Susan ;
Marder, Karen S. .
MOVEMENT DISORDERS, 2013, 28 (14) :1966-1971
[3]   LRRK2 kinase in Parkinson's disease [J].
Alessi, Dario R. ;
Sammler, Esther .
SCIENCE, 2018, 360 (6384) :36-37
[4]  
Beal SL., 1992, NONMEM USERS GUIDE 5
[5]   DOES AGING AGGRAVATE PARKINSONIAN DISABILITY [J].
BLIN, J ;
DUBOIS, B ;
BONNET, AM ;
VIDAILHET, M ;
BRANDABUR, M ;
AGID, Y .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1991, 54 (09) :780-782
[6]   Genetics of Parkinson's disease: LRRK2 on the rise [J].
Brice, A .
BRAIN, 2005, 128 :2760-2762
[7]   Predicting the probability of successful efficacy of a dissociated agonist of the glucocorticoid receptor from dose-response analysis [J].
Conrado, Daniela J. ;
Krishnaswami, Sriram ;
Shoji, Satoshi ;
Kolluri, Sheela ;
Hey-Hadavi, Judith ;
McCabe, Dorothy ;
Rojo, Ricardo ;
Tammara, Brinda K. .
JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2016, 43 (03) :325-341
[8]   An updated Alzheimer's disease progression model: incorporating non-linearity, beta regression, and a third-level random effect in NONMEM [J].
Conrado, Daniela J. ;
Denney, William S. ;
Chen, Danny ;
Ito, Kaori .
JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2014, 41 (06) :581-598
[9]   LRRK2 activation in idiopathic Parkinson's disease [J].
Di Maio, Roberto ;
Hoffman, Eric K. ;
Rocha, Emily M. ;
Keeney, Matthew T. ;
Sanders, Laurie H. ;
De Miranda, Briana R. ;
Zharikov, Alevtina ;
Van Laar, Amber ;
Stepan, Antonia F. ;
Lanz, Thomas A. ;
Kofler, Julia K. ;
Burton, Edward A. ;
Alessi, Dario R. ;
Hastings, Teresa G. ;
Greenamyre, J. Timothy .
SCIENCE TRANSLATIONAL MEDICINE, 2018, 10 (451)
[10]   Movement disorder society-sponsored revision of the unified Parkinson's disease rating scale (MDS-UPDRS): Process, format, and clinimetric testing plan [J].
Goetz, Christopher G. ;
Fahn, Stanley ;
Martinez-Martin, Pablo ;
Poewe, Werner ;
Sampaio, Cristina ;
Stebbins, Glenn T. ;
Stern, Matthew B. ;
Tilley, Barbara C. ;
Dodel, Richard ;
Dubois, Bruno ;
Holloway, Robert ;
Jankovic, Joseph ;
Kulisevsky, Jaime ;
Lang, Anthony E. ;
Lees, Andrew ;
Leurgans, Sue ;
LeWitt, Peter A. ;
Nyenhuis, David ;
Olanow, C. Warren ;
Rascol, Olivier ;
Schrag, Anette ;
Teresi, Jeanne A. ;
van Hilten, Jacobus J. ;
LaPelle, Nancy .
MOVEMENT DISORDERS, 2007, 22 (01) :41-47