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Gooch KL, Audhya I, Ricchetti-Masterson K, Szabo SM. Current Challenges of Using Patient-Level Claims and Electronic Health Record Data for the Longitudinal Evaluation of Duchenne Muscular Dystrophy Outcomes. Adv Ther 2024; 41:3615-3632. [PMID: 39080221 DOI: 10.1007/s12325-024-02897-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 05/09/2024] [Indexed: 08/28/2024]
Abstract
INTRODUCTION Insurance claims data and electronic health records (EHRs) have been used to characterize Duchenne muscular dystrophy (DMD) in real-world populations. The ability to assess patient-level DMD disease progression within insurance claims or EHR data infrastructures is unknown. Insurance claims and EHR data were comprehensively examined for availability and reliability of DMD outcomes that describe functional status and disease progression at the individual patient level over time. METHODS MarketScan Commercial and Medicaid claims, and EHR-linked Clarivate open claims datasets were examined for data measuring 54 previously identified DMD-relevant outcomes in patients with DMD. Each outcome was assigned to one of five categories: functional and clinical events, clinical measures, biomarkers, functional measures, or patient-reported outcomes (PROs). Patients were identified using published coding algorithms. Annual 5-year attrition and data availability for each outcome was determined. The ability to distinguish disease severity and identify test results was also considered where applicable. RESULTS A total of 1964 (MarketScan Commercial), 2007 (MarketScan Medicaid), and 10,639 (Clarivate) patients were identified. At 5 years, 31.7%, 35.1%, and 59.1% of patients remained in MarketScan Commercial, MarketScan Medicaid, and Clarivate, respectively. Claims were available for five of six functional and clinical events, with 45.5% (MarketScan Commercial), 48.0% (Clarivate), and 48.5% (MarketScan Medicaid) of patients with ≥ 1 claim for the most frequently identified clinical event (cardiomyopathy diagnosis). No data were available to describe frequency of wheelchair use or loss of ambulation. Very limited EHR data (≤ 2% of patients) were available to indicate tests were ordered for clinical measures, biomarkers, or functional assessments. No PRO notes or scores were observed. Data existed for inferring disease severity (e.g., hospitalization for cardiomyopathy); however, it was not apparent whether these events were incident. CONCLUSION Insurance claims and EHR-linked open claims data are of limited utility for holistically evaluating the progression and burden of DMD in individual patients.
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Affiliation(s)
- Katherine L Gooch
- Global Health Economics, Patient Centered Outcomes and RWE, Sarepta Therapeutics, Inc., 215 First St, Cambridge, MA, 02142, USA.
| | - Ivana Audhya
- Global Health Economics, Patient Centered Outcomes and RWE, Sarepta Therapeutics, Inc., 215 First St, Cambridge, MA, 02142, USA
| | - Kristen Ricchetti-Masterson
- Global Health Economics, Patient Centered Outcomes and RWE, Sarepta Therapeutics, Inc., 215 First St, Cambridge, MA, 02142, USA
| | - Shelagh M Szabo
- Pharmacoepidemiology and RWE, Broadstreet HEOR, 343 Railway St, Vancouver, BC, Canada
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McDonald C, Camino E, Escandon R, Finkel RS, Fischer R, Flanigan K, Furlong P, Juhasz R, Martin AS, Villa C, Sweeney HL. Draft Guidance for Industry Duchenne Muscular Dystrophy, Becker Muscular Dystrophy, and Related Dystrophinopathies - Developing Potential Treatments for the Entire Spectrum of Disease. J Neuromuscul Dis 2024; 11:499-523. [PMID: 38363616 DOI: 10.3233/jnd-230219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
Background Duchenne muscular dystrophy (DMD) and related dystrophinopathies are neuromuscular conditions with great unmet medical needs that require the development of effective medical treatments. Objective To aid sponsors in clinical development of drugs and therapeutic biological products for treating DMD across the disease spectrum by integrating advancements, patient registries, natural history studies, and more into a comprehensive guidance. Methods This guidance emerged from collaboration between the FDA, the Duchenne community, and industry stakeholders. It entailed a structured approach, involving multiple committees and boards. From its inception in 2014, the guidance underwent revisions incorporating insights from gene therapy studies, cardiac function research, and innovative clinical trial designs. Results The guidance provides a deeper understanding of DMD and its variants, focusing on patient engagement, diagnostic criteria, natural history, biomarkers, and clinical trials. It underscores patient-focused drug development, the significance of dystrophin as a biomarker, and the pivotal role of magnetic resonance imaging in assessing disease progression. Additionally, the guidance addresses cardiomyopathy's prominence in DMD and the burgeoning field of gene therapy. Conclusions The updated guidance offers a comprehensive understanding of DMD, emphasizing patient-centric approaches, innovative trial designs, and the importance of biomarkers. The focus on cardiomyopathy and gene therapy signifies the evolving realm of DMD research. It acts as a crucial roadmap for sponsors, potentially leading to improved treatments for DMD.
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Affiliation(s)
| | - Eric Camino
- Parent Project Muscular Dystrophy, Washington, DC, USA
| | - Rafael Escandon
- DGBI Consulting, LLC, Bainbridge Island, Washington, DC, USA
| | | | - Ryan Fischer
- Parent Project Muscular Dystrophy, Washington, DC, USA
| | - Kevin Flanigan
- Center for Experimental Neurotherapeutics, Department of Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Pat Furlong
- Parent Project Muscular Dystrophy, Washington, DC, USA
| | - Rose Juhasz
- Nationwide Children's Hospital, Columbus, OH, USA
| | - Ann S Martin
- Parent Project Muscular Dystrophy, Washington, DC, USA
| | - Chet Villa
- Trinity Health Michigan, Grand Rapids, MI, USA
| | - H Lee Sweeney
- Cincinnati Children's Hospital Medical Center within the UC Department of Pediatrics, Cincinnati, OH, USA
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Varni JW, Uzark K. Pain and health-related quality of life in Duchenne muscular dystrophy: A multiple mediator analysis. Eur J Paediatr Neurol 2023; 46:61-66. [PMID: 37463545 DOI: 10.1016/j.ejpn.2023.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/09/2023] [Accepted: 07/10/2023] [Indexed: 07/20/2023]
Abstract
OBJECTIVES The objective was to investigate the serial mediating effects of daily activities, patient health communication, and disease-specific worry in the relationship between pain intensity and overall generic health-related quality of life (HRQOL) in pediatric patients with Duchenne muscular dystrophy from the patient perspective. METHODS Pain Intensity Item, Daily Activities Scale, Communication Scale and Worry Scale from Pediatric Quality of Life Inventory (PedsQL) Duchenne Muscular Dystrophy Module and PedsQL 4.0 Generic Core Scales were completed by 110 pediatric patients with Duchenne muscular dystrophy ages 8-17. A serial multiple mediator model analysis was conducted to test the hypothesized sequential mediating effects of daily activities, patient health communication, disease-specific worry as intervening variables in the association between the pain intensity predictor variable and overall generic HRQOL. RESULTS Pain predictive effects on overall generic HRQOL were serially mediated by daily activities, patient health communication, and disease-specific worry. In a predictive analytics model utilizing hierarchical multiple regression analysis with age demographic covariate, patient-reported pain intensity, daily activities, patient health communication, and disease-specific worry accounted for 47% of the variance in overall generic HRQOL (P < 0.001), representing a large effect size. CONCLUSIONS Pain intensity, daily activities, patient health communication, and disease-specific worry explain in part the mechanism of pain predictive effects on overall generic HRQOL in pediatric patients with Duchenne muscular dystrophy. Identifying the mediators of pain intensity on overall generic HRQOL from the patient perspective may inform targeted clinical interventions and future patient-centered clinical research to improve overall daily functioning.
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Affiliation(s)
- James W Varni
- Department of Pediatrics, College of Medicine, Department of Landscape Architecture and Urban Planning, College of Architecture, Texas A&M University, College Station, TX, USA.
| | - Karen Uzark
- University of Michigan C.S. Mott Children's Hospital, Ann Arbor, MI, USA
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Contesse MG, Hodges J, Staunton H, Lowes LP, Elmankabadi B, Elder SJ, Ormazabal MG, Dalle Pazze L, Leffler MG. Home-based video assessment of ease of movement for patients with Duchenne: Interviews with physical therapists to select movement tasks. PHYSIOTHERAPY RESEARCH INTERNATIONAL 2023; 28:e1993. [PMID: 36718112 DOI: 10.1002/pri.1993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 11/01/2022] [Accepted: 12/31/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND AND PURPOSE Patients with Duchenne muscular dystrophy (DMD) change their movement patterns to compensate for muscle weakness. The Duchenne Video Assessment (DVA) measures ease of movement through evaluation of compensatory movements. The DVA directs caregivers to video record patients performing home-based movement tasks using a mobile application, and DVA-certified physical therapists evaluate the videos using scorecards with prespecified compensatory movement criteria. Two qualitative interview studies were conducted to select movement tasks for the DVA that are relevant to patients with DMD and able to reflect changes in function. METHODS Qualitative interviews with eligible physical therapists were conducted remotely. Physical therapists were asked to spontaneously suggest movement tasks prior to evaluating specific movement tasks selected a priori. Analysts conducted a content analysis to investigate whether movement tasks selected a priori were confirmed as relevant to the population of interest and able to show changes in function. RESULTS The studies included five physical therapists to select tasks for ambulatory patients with DMD and six for non-ambulatory patients. For an ambulatory population, all five experts confirmed Climb Five Stairs, Run, Stand Up from Sitting, Sit Up from Supine, and Jump Forward, and four (80%) confirmed Walk as relevant and able to show functional changes. For a non-ambulatory population, all six experts confirmed Eat 10 Bites, Roll Over in Bed, Shift Weight in Bed, Take T-Shirt Off, Put T-Shirt On, Put Arms on Armrest, and Reach Across Table to Grab Cell Phone, and five (83%) confirmed Raise Hands Above Head as relevant and able to show functional changes. DISCUSSION Physical therapists confirmed the DVA movement tasks as relevant to patients with DMD and able to reflect changes in function. The use of the DVA in clinical trials provides an opportunity to collect data not seen in clinic and reduce travel burden for families.
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Brusa C, Gadaleta G, D’Alessandro R, Urbano G, Vacchetti M, Davico C, Vitiello B, Ricci FS, Mongini TE. Psychopharmacological Treatments for Mental Disorders in Patients with Neuromuscular Diseases: A Scoping Review. Brain Sci 2022; 12:176. [PMID: 35203936 PMCID: PMC8870619 DOI: 10.3390/brainsci12020176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/11/2022] [Accepted: 01/18/2022] [Indexed: 12/05/2022] Open
Abstract
Mental disorders are observed in neuromuscular diseases, especially now that patients are living longer. Psychiatric symptoms may be severe and psychopharmacological treatments may be required. However, very little is known about pharmacotherapy in these conditions. We aimed to summarize the current knowledge on the use of psychopharmacological treatments for mental disorders in patients living with a neuromuscular disease. A scoping review was performed using the methodology of the Joanna Briggs Institute. Four databases were searched from January 2000 to July 2021. Articles were screened based on titles and abstracts. Full-text papers published in peer-reviewed journals in English were selected. Twenty-six articles met eligibility criteria, all being case reports/series focusing on the psychopharmacological control of psychiatric symptoms for the following conditions: myasthenia gravis (n = 11), Duchenne (n = 5) and Becker (n = 3) muscular dystrophy, mitochondrial disorders (n = 3), glycogen storage disease (n = 1), myotonic dystrophy (n = 1), hyperkalemic periodic paralysis (n = 1), and congenital myasthenic syndrome (n = 1). None of the articles provided details on the decision-making process to choose a specific drug/regimen or on follow-up strategies to monitor safety and efficacy. Larger studies showing real-world data would be required to guide consensus-based recommendations, thus improving current standards of care and, ultimately, the quality of life of patients and their families.
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Affiliation(s)
- Chiara Brusa
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
- Neuromuscular Unit, Department of Neurosciences “Rita Levi Montalcini”, University of Turin, 10126 Turin, Italy; (G.G.); (G.U.)
| | - Giulio Gadaleta
- Neuromuscular Unit, Department of Neurosciences “Rita Levi Montalcini”, University of Turin, 10126 Turin, Italy; (G.G.); (G.U.)
| | - Rossella D’Alessandro
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
| | - Guido Urbano
- Neuromuscular Unit, Department of Neurosciences “Rita Levi Montalcini”, University of Turin, 10126 Turin, Italy; (G.G.); (G.U.)
| | - Martina Vacchetti
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
| | - Chiara Davico
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
| | - Benedetto Vitiello
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
| | - Federica S. Ricci
- Section of Child and Adolescent Neuropsychiatry, Department of Public Health and Pediatric Sciences, University of Turin, 10126 Turin, Italy; (C.B.); (R.D.); (M.V.); (C.D.); (B.V.); (F.S.R.)
| | - Tiziana E. Mongini
- Neuromuscular Unit, Department of Neurosciences “Rita Levi Montalcini”, University of Turin, 10126 Turin, Italy; (G.G.); (G.U.)
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