Mathematical biology models of Parkinson's disease

S Bakshi, V Chelliah, C Chen… - CPT: pharmacometrics …, 2019 - Wiley Online Library
Parkinsons disease (PD) is a progressive neurodegenerative disease with substantial and
growing socio‐economic burden. In this multifactorial disease, aging, environmental, and …

Modeling of Parkinson's disease progression and implications for detection of disease modification in treatment trials

B Ribba, T Simuni, K Marek… - Journal of …, 2024 - journals.sagepub.com
Background: Objectively measuring Parkinson's disease (PD) signs and symptoms over time
is critical for the successful development of treatments aimed at halting the disease …

Comparison of model averaging and model selection in dose finding trials analyzed by nonlinear mixed effect models

S Buatois, S Ueckert, N Frey, S Retout, F Mentré - The AAPS journal, 2018 - Springer
In drug development, pharmacometric approaches consist in identifying via a model
selection (MS) process the model structure that best describes the data. However, making …

Neurodegenerative diseases: the value of early predictive end points

S Janicki Hsieh, Z Alexopoulou… - Clinical …, 2022 - Wiley Online Library
Use of early predictive biomarkers of neurodegenerative disease in phase I clinical trials
may improve the translation of novel drug therapies from preclinical development through …

Dissecting the domains of Parkinson's disease: insights from longitudinal item response theory modeling

S Luo, H Zou, GT Stebbins… - Movement …, 2022 - Wiley Online Library
Background Longitudinal item response theory (IRT) models previously suggested that the
Movement Disorder Society Unified Parkinson's Disease Rating Scale (MDS‐UPDRS) motor …

Item response theory analysis of the MDS‐UPDRS motor examination: tremor vs. nontremor items

MHS Tosin, CG Goetz, S Luo, D Choi… - Movement …, 2020 - Wiley Online Library
Background In PD, tremor severity behaves differently from other core motor features.
However, the most commonly used assessment of overall motor severity, total MDS‐UPDRS …

Validation of the RBD symptom severity scale in the north American prodromal Synucleinopathy consortium

P Choudhury, JK Lee-Iannotti, AO Busicescu… - Neurology, 2024 - AAN Enterprises
Background and Objectives REM sleep behavior disorder (RBD) is a parasomnia
characterized by dream enactment. The International RBD Study Group developed the RBD …

Modeling composite assessment data using item response theory

S Ueckert - CPT: Pharmacometrics & Systems Pharmacology, 2018 - Wiley Online Library
Composite assessments aim to combine different aspects of a disease in a single score and
are utilized in a variety of therapeutic areas. The data arising from these evaluations are …

Longitudinal analysis of natural history progression of rare and ultra‐rare cerebellar ataxias using item response theory

A Hamdan, N Hendrickx, AC Hooker… - Clinical …, 2024 - Wiley Online Library
Degenerative cerebellar ataxias comprise a heterogeneous group of rare and ultra‐rare
genetic diseases. While disease‐modifying treatments are now on the horizon for many …

Application of longitudinal item response theory models to modeling Parkinson's disease progression

H Zou, V Aggarwal, GT Stebbins… - CPT …, 2022 - Wiley Online Library
Abstract The Movement Disorder Society revised version of the Unified Parkinson's Disease
Rating Scale (MDS‐UPDRS) parts 2 and 3 reflect patient‐reported functional impact and …