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El-Toukhy S, Hegeman P, Zuckerman G, Das AR, Moses N, Troendle J, Powell-Wiley TM. Study of Postacute Sequelae of COVID-19 Using Digital Wearables: Protocol for a Prospective Longitudinal Observational Study. JMIR Res Protoc 2024; 13:e57382. [PMID: 39150750 PMCID: PMC11364950 DOI: 10.2196/57382] [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] [Revised: 05/03/2024] [Accepted: 06/14/2024] [Indexed: 08/17/2024] Open
Abstract
BACKGROUND Postacute sequelae of COVID-19 (PASC) remain understudied in nonhospitalized patients. Digital wearables allow for a continuous collection of physiological parameters such as respiratory rate and oxygen saturation that have been predictive of disease trajectories in hospitalized patients. OBJECTIVE This protocol outlines the design and procedures of a prospective, longitudinal, observational study of PASC that aims to identify wearables-collected physiological parameters that are associated with PASC in patients with a positive diagnosis. METHODS This is a single-arm, prospective, observational study of a cohort of 550 patients, aged 18 to 65 years, male or female, who own a smartphone or a tablet that meets predetermined Bluetooth version and operating system requirements, speak English, and provide documentation of a positive COVID-19 test issued by a health care professional within 5 days before enrollment. The primary end point is long COVID-19, defined as ≥1 symptom at 3 weeks beyond the first symptom onset or positive diagnosis, whichever comes first. The secondary end point is chronic COVID-19, defined as ≥1 symptom at 12 weeks beyond the first symptom onset or positive diagnosis. Participants must be willing and able to consent to participate in the study and adhere to study procedures for 6 months. RESULTS The first patient was enrolled in October 2021. The estimated year for publishing the study results is 2025. CONCLUSIONS This is a fully decentralized study investigating PASC using wearable devices to collect physiological parameters and patient-reported outcomes. The study will shed light on the duration and symptom manifestation of PASC in nonhospitalized patient subgroups and is an exemplar of the use of wearables as population-level monitoring health tools for communicable diseases. TRIAL REGISTRATION ClinicalTrials.gov NCT04927442; https://clinicaltrials.gov/study/NCT04927442. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/57382.
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Affiliation(s)
- Sherine El-Toukhy
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, MD, United States
| | - Phillip Hegeman
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, MD, United States
| | - Gabrielle Zuckerman
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, MD, United States
| | | | - Nia Moses
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, MD, United States
| | - James Troendle
- Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Tiffany M Powell-Wiley
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Rockville, MD, United States
- Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
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van Rijssel TI, van Thiel GJMW, van Delden JJM. The Ethics of Decentralized Clinical Trials and Informed Consent: Taking Technologies' Soft Impacts into Account. HEALTH CARE ANALYSIS 2024:10.1007/s10728-024-00483-1. [PMID: 38764063 DOI: 10.1007/s10728-024-00483-1] [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] [Accepted: 04/30/2024] [Indexed: 05/21/2024]
Abstract
Decentralized clinical trials (DCTs) have the potential to advance the conduct of clinical trials, but raise several ethical issues, including obtaining valid informed consent. The debate on the ethical issues resulting from digitalization is predominantly focused on direct risks relating to for example data protection, safety, and data quality. We submit however, that a broader view on ethical aspects of DCTs is needed to touch upon the new challenges that come with the DCT practice. Digitalization has impacts that go beyond its direct purposes, by shaping behaviors, experiences, social relations, and values. We examine four elements of the informed consent procedure that are affected by DCTs, while taking these soft impacts of technologies into account: (i) informing participants and testing understanding, (ii) freedoms in relation to responsibilities and burdens, (iii) trust in participant-researcher relations, and (iv) impacts on the concept of privacy. Our analysis reveals that a broad view is key for optimal conduct of DCTs. In addition, it provides insight into the ethical impacts of DCTs on informed consent. Technologies such as DCTs potentially have profound impacts which are not immediately addressed by the existing regulatory frameworks, but nonetheless important to recognize. These findings can guide future practices of DCTs to foster the important values of clinical research in this novel approach for conducting clinical trials.
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Affiliation(s)
- Tessa I van Rijssel
- Department of Bioethics and Health Humanities, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - Ghislaine J M W van Thiel
- Department of Bioethics and Health Humanities, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Johannes J M van Delden
- Department of Bioethics and Health Humanities, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
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Smith Z, Getz K. Examining the Association Between DCT Solutions Use and Participant Diversity in Clinical Trials. Ther Innov Regul Sci 2024:10.1007/s43441-024-00659-w. [PMID: 38734837 DOI: 10.1007/s43441-024-00659-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 05/01/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND Whereas anecdotal reports suggest that the use of decentralized clinical trial (DCT) solutions can improve participant diversity in clinical trials there is no quantitative evidence to support such reports. METHODS Tufts CSDD conducted this initial study based on data collected from prior research and publicly available data drawn from Clinicaltrials.gov to compare and contrast participant diversity in trials which included various DCT solutions - virtual visits or televisits, home visits, devices or wearables, and the use of local labs. RESULTS The results of this analysis indicate that the use of local labs is associated with a lower percentage of white participants; the use of virtual visits or televisits is associated with a lower percentage of Black participants; and the use of devices or wearables was not associated with any significant change in participant demographics. The use of home visits could not be tested for significant differences.
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Affiliation(s)
- Zachary Smith
- Tufts Center for the Study of Drug Development, Tufts University, Boston, USA.
| | - Kenneth Getz
- Tufts Center for the Study of Drug Development, Tufts University, Boston, USA
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Hecht Ii CJ, Friedl SL, Ong CB, Burkhart RJ, Porto JR, Kamath AF. Are orthopedic clinical trials representative? An analysis of race and ethnicity reported in clinical trials between 2007 and 2022 : Running title: representation of clinical trials in orthopedic surgery. Arch Orthop Trauma Surg 2024; 144:1977-1987. [PMID: 38554209 DOI: 10.1007/s00402-024-05285-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/10/2024] [Indexed: 04/01/2024]
Abstract
INTRODUCTION Prior studies investigating the racial and ethnic representation of orthopedic trial participants have found low rates of reporting, but these studies are dated due to the passing of the National Institutes of Health Final Rule in 2017 requiring the reporting of racial and ethnic data among clinical trials. Therefore, we evaluated the representativeness of orthopedic clinical trials before and after the Final Rule. METHODS A cross-sectional survey of orthopaedic clinical trials registered at ClinicalTrials.gov between October 1, 2007 and May 20, 2023 was conducted. After identifying and screening 23,752 clinical trials, 1564 trials were included in the analysis. Trials started before the implementation of the Final Rule on January 18, 2017 were grouped and compared to trials that began after. Odds ratios (OR) were utilized to identify trial characteristics associated with reporting race/ethnicity data. One-proportion z tests compared the representation of each racial and ethnic category to the 2020 United States Census. RESULTS In total, 34% (544 of 1564) of orthopedic clinical trials evaluated reported the race of participants, while 28% (438 of 1564) reported ethnicity. Trials registered after the Final Rule were more likely to report racial (OR: 5.15, 95%CI: 3.72-7.13, p < 0.001) and ethnic (OR: 3.23, 95%CI: 2.41-4.33, p < 0.001) representation of participants. Compared with the distribution of race and ethnicity reported by the United States 2020 Census, orthopedic trials had 16.6% more White participants (95% CI 16.4%, 16.8%; p < 0.001), 3.2% fewer Black participants (95%CI 3.1%, 3.3%; p < 0.001), and 5.7% fewer Hispanic/Latino participants (95%CI 5.2%, 6.2%; p < 0.001). Trials with enrollment sizes over 100 participants were also more likely to report race and ethnicity, with odds increasing with increased sample size. CONCLUSIONS The Final Rule marginally improved the reporting of race and ethnicity in orthopedic clinical trials, and underrepresentation of Black or African American, Multiracial, and Hispanic populations persists. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Christian J Hecht Ii
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Sophia L Friedl
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Christian B Ong
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Robert J Burkhart
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Joshua R Porto
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Atul F Kamath
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA.
- Center for Hip Preservation Orthopaedic and Rheumatologic Institute, Cleveland Clinic Foundation, 9500 Euclid Avenue Mail code A41, Cleveland, OH, 44195, USA.
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Izem R, Zuber E, Daizadeh N, Bretz F, Sverdlov O, Edrich P, Branson J, Degtyarev E, Sfikas N, Hemmings R. Decentralized Clinical Trials: Scientific Considerations Through the Lens of the Estimand Framework. Ther Innov Regul Sci 2024; 58:495-504. [PMID: 38315407 DOI: 10.1007/s43441-024-00615-8] [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: 07/17/2023] [Accepted: 01/08/2024] [Indexed: 02/07/2024]
Abstract
While industry and regulators' interest in decentralized clinical trials (DCTs) is long-standing, the Covid-19 pandemic accelerated and broadened the adoption and experience with these trials. The key idea in decentralization is bringing the clinical trial design, typically on-site, closer to the patient's experience (on-site or off-site). Thus, potential benefits of DCTs include reducing the burden of participation in trials, broadening access to a more diverse population, or using innovative endpoints collected off-site. This paper helps researchers to carefully evaluate the added value and the implications of DCTs beyond the operational aspects of their implementation. The proposed approach is to use the ICH E9(R1) estimand framework to guide the strategic decisions around each decentralization component. Furthermore, the framework can guide the process for clinical trialists to systematically consider the implications of decentralization, in turn, for each attribute of the estimand. We illustrate the use of this approach with a fully DCT case study and show that the proposed systematic process can uncover the scientific opportunities, assumptions, and potential risks associated with a possible use of decentralization components in the design of a trial. This process can also highlight the benefits of specifying estimand attributes in a granular way. Thus, we demonstrate that bringing a decentralization component into the design will not only impact estimators and estimation but can also correspond to addressing more granular questions, thereby uncovering new target estimands.
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Affiliation(s)
- Rima Izem
- Novartis Pharma AG, Basel, Switzerland.
| | | | - Nadia Daizadeh
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
| | - Frank Bretz
- Novartis Pharma AG, Basel, Switzerland
- Section for Medical Statistics, Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Vienna, Austria
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Valerius AR, Webb LM, Sener U. Novel Clinical Trials and Approaches in the Management of Glioblastoma. Curr Oncol Rep 2024; 26:439-465. [PMID: 38546941 DOI: 10.1007/s11912-024-01519-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2024] [Indexed: 05/02/2024]
Abstract
PURPOSE OF REVIEW The purpose of this review is to discuss a wide variety of novel therapies recently studied or actively undergoing study in patients with glioblastoma. This review also discusses current and future strategies for improving clinical trial design in patients with glioblastoma to maximize efficacy in discovering effective treatments. RECENT FINDINGS Over the years, there has been significant expansion in therapy modalities studied in patients with glioblastoma. These therapies include, but are not limited to, targeted molecular therapies, DNA repair pathway targeted therapies, immunotherapies, vaccine therapies, and surgically targeted radiotherapies. Glioblastoma is the most common malignant primary brain tumor in adults and unfortunately remains with poor overall survival following the current standard of care. Given the dismal prognosis, significant clinical and research efforts are ongoing with the goal of improving patient outcomes and enhancing quality and quantity of life utilizing a wide variety of novel therapies.
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Affiliation(s)
| | - Lauren M Webb
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Ugur Sener
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
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Hunt ER, Hantgan SL, Jariwala SP. Enhancing asthma research and improving health equity through decentralized clinical trials (DCTs) and mHealth technology. J Asthma 2024; 61:265-270. [PMID: 37787433 DOI: 10.1080/02770903.2023.2267122] [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: 04/23/2023] [Revised: 07/20/2023] [Accepted: 10/01/2023] [Indexed: 10/04/2023]
Abstract
The COVID-19 pandemic led to widespread disruption and termination of clinical research and a prompt adoption of mobile health (mHealth) technologies in the healthcare space. As the United States' healthcare system has rapidly become reliant on remotely conducted activities, the implementation of decentralized methods using mHealth technology in research investigation has become a necessary alternative to traditional in-person cohort studies. The aim of this article is to: report successful and unsuccessful examples of remote asthma clinical studies, explore the benefits and potential drawbacks of virtual clinical investigation, discuss the potential impact on equity and representation in asthma research, and provide suggestions through which investigators can implement decentralized clinical trials. Enhanced study accessibility, participant diversity, safety measures, and research efficacy are some of the benefits identified with a focused discussion on the impact on equity that decentralized clinical trials renders. Furthermore, potential concerns regarding regulatory compliance, data privacy, and effective mHealth design and solutions are discussed. Despite the setbacks and interruptions faced by the study participants and investigators due to the pandemic, the transition to decentralized clinical studies using mHealth technology is a positive, feasible step toward innovation and equity in the allergy and immunology field.
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Affiliation(s)
- Emily R Hunt
- Department of Allergy/Immunology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Sara L Hantgan
- University of Michigan, School of Information, Ann Arbor, MI, USA
| | - Sunit P Jariwala
- Department of Allergy/Immunology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
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8
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Monachelli R, Davis SW, Barnard A, Longmire M, Docherty JP, Oakley-Girvan I. Designing mHealth Apps to Incorporate Evidence-Based Techniques for Prolonging User Engagement. Interact J Med Res 2024; 13:e51974. [PMID: 38416858 PMCID: PMC11005439 DOI: 10.2196/51974] [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: 08/18/2023] [Revised: 11/14/2023] [Accepted: 02/27/2024] [Indexed: 03/01/2024] Open
Abstract
Maintaining user engagement with mobile health (mHealth) apps can be a challenge. Previously, we developed a conceptual model to optimize patient engagement in mHealth apps by incorporating multiple evidence-based methods, including increasing health literacy, enhancing technical competence, and improving feelings about participation in clinical trials. This viewpoint aims to report on a series of exploratory mini-experiments demonstrating the feasibility of testing our previously published engagement conceptual model. We collected data from 6 participants using an app that showed a series of educational videos and obtained additional data via questionnaires to illustrate and pilot the approach. The videos addressed 3 elements shown to relate to engagement in health care app use: increasing health literacy, enhancing technical competence, and improving positive feelings about participation in clinical trials. We measured changes in participants' knowledge and feelings, collected feedback on the videos and content, made revisions based on this feedback, and conducted participant reassessments. The findings support the feasibility of an iterative approach to creating and refining engagement enhancements in mHealth apps. Systematically identifying the key evidence-based elements intended to be included in an app's design and then systematically testing the implantation of each element separately until a satisfactory level of positive impact is achieved is feasible and should be incorporated into standard app design. While mHealth apps have shown promise, participants are more likely to drop out than to be retained. This viewpoint highlights the potential for mHealth researchers to test and refine mHealth apps using approaches to better engage users.
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Affiliation(s)
| | | | | | | | - John P Docherty
- Weill Cornell Medical College, White Plains, NY, United States
| | - Ingrid Oakley-Girvan
- Medable Inc, Palo Alto, CA, United States
- The Public Health Institute, Oakland, CA, United States
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Yunis R, Fonda SJ, Aghaee S, Kubo A, Davis SW, Liu R, Neeman E, Oakley-Girvan I. Mobile app activity engagement by cancer patients and their caregivers informs remote monitoring. Sci Rep 2024; 14:3375. [PMID: 38336943 PMCID: PMC10858186 DOI: 10.1038/s41598-024-53373-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/31/2024] [Indexed: 02/12/2024] Open
Abstract
Mobile phone applications ("apps") are potentially an effective, low-burden method to collect patient-reported outcomes outside the clinical setting. Using such apps consistently and in a timely way is critical for complete and accurate data capture, but no studies of concurrent reporting by cancer patient-caregiver dyads have been published in the peer-reviewed literature. This study assessed app engagement, defined as adherence, timing, and attrition with two smartphone applications, one for adult cancer patients and one for their informal caregivers. This was a single-arm, pilot study in which adult cancer patients undergoing IV chemotherapy or immunotherapy used the DigiBioMarC app, and their caregivers used the TOGETHERCare app, for approximately one month to report weekly on the patients' symptoms and wellbeing. Using app timestamp metadata, we assessed user adherence, overall and by participant characteristics. Fifty patient-caregiver dyads completed the study. Within the one-month study period, both adult cancer patients and their informal caregivers were highly adherent, with app activity completion at 86% for cancer patients and 84% for caregivers. Caregivers completed 86% of symptom reports, while cancer patients completed 89% of symptom reports. Cancer patients and their caregivers completed most activities within 48 h of availability on the app. These results suggest that the DigiBioMarC and TOGETHERCare apps can be used to collect patient- and caregiver-reported outcomes data during intensive treatment. From our research, we conclude that metadata from mobile apps can be used to inform clinical teams about study participants' engagement and wellbeing outside the clinical setting.
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Affiliation(s)
- Reem Yunis
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA
| | | | - Sara Aghaee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Ai Kubo
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Sharon W Davis
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA
| | - Raymond Liu
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Hematology Oncology, Kaiser Permanente Northern California, San Francisco, CA, USA
| | - Elad Neeman
- San Rafael Medical Center, Kaiser Permanente Northern California, San Rafael, CA, USA
| | - Ingrid Oakley-Girvan
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA.
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Muñoz-Villaverde S, Martínez-García M, Serrano-Oviedo L, Gómez-Romero FJ, Sobrado-Sobrado AM, Cidoncha-Moreno MÁ, Riesgo-Martín J, Pedreira-Robles G, Garcimartin P. Impact of telenurse-led intervention in clinical trials on health literacy, empowerment, and health outcomes in patients with solid tumours: a pilot quasi-experimental study. BMC Nurs 2024; 23:86. [PMID: 38308260 PMCID: PMC10835870 DOI: 10.1186/s12912-023-01641-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 12/05/2023] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND During the COVID-19 pandemic, decentralised clinical trials incorporated self-monitoring, self-reporting, and telenursing tools to address health literacy and health empowerment of patients enrolled in clinical trials. We aimed to determine the impact of an educational intervention using telenursing consultations on health literacy, health empowerment, and health-related quality of life in cancer patients enrolled in clinical trials by measuring the level of satisfaction with the care received and assessing the views of healthcare professionals concerning the advanced practice nurse (APN) role in oncology clinical trials. METHODS In this pilot analytical, descriptive, longitudinal, quasi-experimental, and pre-post test study, an educational intervention was conducted by 5 visits with an APN using synchronous teleconsultation in patients starting cancer treatment for the first time in a clinical trial (n = 60), and health professionals working with the APN (n = 31). A descriptive analysis of the samples and questionnaires were utilised along with statistical comparisons. RESULTS After the intervention, patients' health literacy (31.7%), health empowerment (18.3%), and health-related quality of life (33.3%) increased (p < 0.05), with a decrease and trend towards resolution of care needs (p < 0.05). Satisfaction with the quality and care received in terms of perceived convenience, transition, and continuity of care showed positive results in 64.9 ± 20.7, 77.6 ± 19.5, and 72.1 ± 20.4 of respondents, respectively. On the overall assessment of the APN role, healthcare professionals expressed a high level of agreement with the statements related to their work performance. CONCLUSIONS The data indicates that a clinical trial APN-led telenursing educational intervention results in an overall increase in health literacy, an improvement in health empowerment and health-related quality of life, and a decrease in care needs of oncology clinical trials patients. Patients stated that they received a high quality of care and health professionals indicated high levels of acceptance with APNs. Based on these results, we suggest that the APN role should gain more recognition in the Spanish healthcare system and their professional competencies should be aligned with those of other countries.
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Affiliation(s)
- Sergio Muñoz-Villaverde
- Oncology Clinical Trials Unit, Hospital del Mar, Barcelona, Spain
- Cancer Research Programme, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Casc Antic Primary Care Centre, Catalan Institute of Health, Barcelona Territorial Management, Barcelona, Spain
| | - María Martínez-García
- Oncology Clinical Trials Unit, Hospital del Mar, Barcelona, Spain
- Cancer Research Programme, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Department of Medical Oncology, Hospital del Mar, Barcelona, Spain
| | - Leticia Serrano-Oviedo
- Translational Research Unit, University General Hospital of Ciudad Real, Servicio de Salud de Castilla-La Mancha (SESCAM), Ciudad Real, Spain.
| | - Francisco Javier Gómez-Romero
- Translational Research Unit, University General Hospital of Ciudad Real, Servicio de Salud de Castilla-La Mancha (SESCAM), Ciudad Real, Spain
- Faculty of Medicine of Ciudad Real, University of Castilla-La Mancha, Ciudad Real, Spain
| | | | | | - Juan Riesgo-Martín
- Casc Antic Primary Care Centre, Catalan Institute of Health, Barcelona Territorial Management, Barcelona, Spain
| | - Guillermo Pedreira-Robles
- ESIMar (Mar Nursing School), Universitat Pompeu Fabra Affiliated, Parc de Salut Mar, Barcelona, Spain
- SDHEd (Social Determinants and Health Education Research Group), IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Paloma Garcimartin
- Nursing department, Hospital del Mar, Parc de Salut Mar, Barcelona, Spain
- Research Group in Nursing Care, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Biomedical Network Research Centre for Cardiovascular Diseases, CIBERCV (Carlos III Health Institute), Madrid, Spain
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Stricker NH, Stricker JL, Frank RD, Fan WZ, Christianson TJ, Patel JS, Karstens AJ, Kremers WK, Machulda MM, Fields JA, Graff-Radford J, Jack CR, Knopman DS, Mielke MM, Petersen RC. Stricker Learning Span criterion validity: a remote self-administered multi-device compatible digital word list memory measure shows similar ability to differentiate amyloid and tau PET-defined biomarker groups as in-person Auditory Verbal Learning Test. J Int Neuropsychol Soc 2024; 30:138-151. [PMID: 37385974 PMCID: PMC10756923 DOI: 10.1017/s1355617723000322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
OBJECTIVE The Stricker Learning Span (SLS) is a computer-adaptive digital word list memory test specifically designed for remote assessment and self-administration on a web-based multi-device platform (Mayo Test Drive). We aimed to establish criterion validity of the SLS by comparing its ability to differentiate biomarker-defined groups to the person-administered Rey's Auditory Verbal Learning Test (AVLT). METHOD Participants (N = 353; mean age = 71, SD = 11; 93% cognitively unimpaired [CU]) completed the AVLT during an in-person visit, the SLS remotely (within 3 months) and had brain amyloid and tau PET scans available (within 3 years). Overlapping groups were formed for 1) those on the Alzheimer's disease (AD) continuum (amyloid PET positive, A+, n = 125) or not (A-, n = 228), and those with biological AD (amyloid and tau PET positive, A+T+, n = 55) vs no evidence of AD pathology (A-T-, n = 195). Analyses were repeated among CU participants only. RESULTS The SLS and AVLT showed similar ability to differentiate biomarker-defined groups when comparing AUROCs (p's > .05). In logistic regression models, SLS contributed significantly to predicting biomarker group beyond age, education, and sex, including when limited to CU participants. Medium (A- vs A+) to large (A-T- vs A+T+) unadjusted effect sizes were observed for both SLS and AVLT. Learning and delay variables were similar in terms of ability to separate biomarker groups. CONCLUSIONS Remotely administered SLS performed similarly to in-person-administered AVLT in its ability to separate biomarker-defined groups, providing evidence of criterion validity. Results suggest the SLS may be sensitive to detecting subtle objective cognitive decline in preclinical AD.
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Affiliation(s)
- Nikki H. Stricker
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - John L. Stricker
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - Ryan D. Frank
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Winnie Z. Fan
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Jay S. Patel
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Aimee J. Karstens
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Walter K. Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Mary M. Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Julie A. Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Michelle M. Mielke
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Grandhi N, Zhou AY, Johnson MO, Butt OH. Evolving Barriers to Clinical Trial Enrollment and Clinical Care in Neuro-oncology in the Face of COVID-19. Semin Neurol 2024; 44:47-52. [PMID: 38158211 DOI: 10.1055/s-0043-1777421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
The lack of treatments with durable response in neuro-oncology highlights the critical need for clinical trials to advance patient care. The intersection of relatively low incidence, evolving classification schema, and entrenched community, healthcare provider, and organizational factors have been historic challenges against successful trial enrollment and implementation. The additional need for multidisciplinary, often tertiary-level care, further magnifies latent national and international health inequities with rural and under-served populations. The COVID-19 pandemic both unveiled fundamental weaknesses in historical approaches and prompted the necessity of new approaches and systems for conducting clinical trials. Here, we provide an overview of traditional barriers to clinical trial enrollment in neuro-oncology, the effect of COVID-19 on these barriers, and the discovery of additional systemic weaknesses. Finally, we discuss future directions by reflecting on lessons learned with strategies to broaden access of care and streamline clinical trial integration into clinical practice.
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Affiliation(s)
- Nikhil Grandhi
- Division of Oncology, Department of Medicine, Siteman Cancer Center, Washington University in Saint Louis, St. Louis, Missouri
| | - Alice Y Zhou
- Division of Oncology, Department of Medicine, Siteman Cancer Center, Washington University in Saint Louis, St. Louis, Missouri
| | - Margaret O Johnson
- Department of Neurosurgery, The Preston Robert Tisch Brain Tumor Center, Duke University, Durham, North Carolina
| | - Omar H Butt
- Division of Oncology, Department of Medicine, Siteman Cancer Center, Washington University in Saint Louis, St. Louis, Missouri
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13
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Boccieri M, Craig R, Zhang X, Firestine AM, Long MD, Kappelman MD. Racial and ethnic differences in the degree of participation and retention in a decentralized cohort study of COVID-19 immunization in patients with inflammatory bowel diseases. J Clin Transl Sci 2024; 8:e31. [PMID: 38384911 PMCID: PMC10880004 DOI: 10.1017/cts.2024.5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 12/14/2023] [Accepted: 01/03/2024] [Indexed: 02/23/2024] Open
Abstract
Introduction Disparities in the recruitment of minority populations in research are well-documented. However, the degree of participation and retention of minorities following enrollment is less known, particularly in decentralized studies. Although decentralized clinical research methods may allow researchers to engage broader study populations with less participation burden, they may present different retention challenges. To evaluate racial and ethnic differences in the degree of participation after enrollment in a decentralized study, we analyzed data from a cohort of patients with inflammatory bowel diseases following COVID-19 immunization. Methods We compared by race and ethnicity the following post-enrollment participation metrics: response to > 50% of follow-up surveys, donation of a blood sample for antibody testing, consent to use of bio samples for future research, and withdrawal prior to study completion. Results Overall, we observed higher levels of post-enrollment study participation among non-Hispanic White (NHW) participants as compared to Black or Hispanic participants: 95% of NHW participants completed follow-up versus 87% of Black participants and 91% of Hispanic participants, 73% of NHW participants provided bio samples versus 64% Black participants and 67% Hispanic participants, and 65% of NHW participants provided consent for future research versus 62% of Black participants and 52% of Hispanic participants. Conclusions Our findings demonstrate that the degree of study participation after enrollment in this decentralized study differed by race and ethnicity, indicating that attention to diversity, equity, and inclusion is needed not only in clinical research recruitment but also throughout study administration.
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Affiliation(s)
- Margie Boccieri
- Pediatric Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Riley Craig
- Pediatric Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Xian Zhang
- Pediatric Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Ann M. Firestine
- Pediatric Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Millie D. Long
- Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Michael D. Kappelman
- Pediatric Gastroenterology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
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14
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van Rijssel TI, van Thiel GJMW, Gardarsdottir H, van Delden JJM. Which Benefits Can Justify Risks in Research? THE AMERICAN JOURNAL OF BIOETHICS : AJOB 2024:1-11. [PMID: 38181217 DOI: 10.1080/15265161.2023.2296404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2024]
Abstract
Research ethics committees (RECs) evaluate whether the risk-benefit ratio of a study is acceptable. Decentralized clinical trials (DCTs) are a novel approach for conducting clinical trials that potentially bring important benefits for research, including several collateral benefits. The position of collateral benefits in risk-benefit assessments is currently unclear. DCTs raise therefore questions about how these benefits should be assessed. This paper aims to reconsider the different types of research benefits, and their position in risk-benefit assessments. We first propose a categorization of research benefits, based on the types of benefits that can be distinguished from the literature and ethical guidelines. Secondly, we will reconsider the position of collateral benefits. We argue that these benefits are not fundamentally different from other benefits of research and can therefore be included in risk-benefit assessments of DCTs.
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15
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Duran T, Gaussoin SA, Latham LA, Rundle MM, Espeland MA, Williams BJ, Hughes TM, Craft S, Sachs BC, Bateman JR, Lockhart SN. Examining a Preclinical Alzheimer's Cognitive Composite for Telehealth Administration for Reliability Between In-Person and Remote Cognitive Testing with Neuroimaging Biomarkers. J Alzheimers Dis 2024; 99:679-691. [PMID: 38669545 PMCID: PMC11295943 DOI: 10.3233/jad-231435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
Background The preclinical Alzheimer's cognitive composite (PACC) was developed for in-person administration to capture subtle cognitive decline. At the outset of the COVID-19 pandemic, cognitive testing was increasingly performed remotely by telephone or video administration. It is desirable to have a harmonized composite measurement derived from both in-person and remote assessments for identifying cognitive changes and to examine its relationship with common neuroimaging biomarkers. Objective We defined a telehealth compatible PACC (tPACC) and examined its relationship with neuroimaging biomarkers related to neurodegeneration, brain function and perfusion, white matter integrity, and amyloid-β. Methods We examined 648 participants' neuroimaging and in-person and remote cognitive testing data from the Wake Forest Alzheimer's Disease Research Center's Clinical Core cohort (observational study) to calculate a modified PACC (PACC5-RAVLT) score and tPACC scores (in-person and remote). We performed Spearman/intraclass correlation coefficient (ICC) analyses for reliability of tPACC scores and linear regression models to evaluate associations between tPACC and neuroimaging. Bland-Altman plots for agreement were constructed across cognitively normal and impaired (mild cognitive impairment and dementia) participants. Results There was a significant positive relationship between tPACCin - person and PACC5-RAVLT (Overall group: r2 = 0.94, N = 648), and tPACCin - person and tPACCremote (validation subgroup: ICC = 0.82, n = 53). Overall, tPACC showed significant associations with brain thickness/volume, gray matter perfusion, white matter free water, and amyloid-β deposition. Conclusions There is a good agreement between tPACCand PACC5-RAVLTfor cognitively normal and impaired individuals. The tPACC is associated with common neuroimaging markers of Alzheimer's disease.
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Affiliation(s)
- Tugce Duran
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Sarah A. Gaussoin
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Lauren A. Latham
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Melissa M. Rundle
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Mark A. Espeland
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Benjamin J. Williams
- Department of Neurology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Timothy M. Hughes
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Suzanne Craft
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Bonnie C. Sachs
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - James R. Bateman
- Department of Neurology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
| | - Samuel N. Lockhart
- Department of Internal Medicine-Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA
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16
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Burtscher J, Moraud EM, Malatesta D, Millet GP, Bally JF, Patoz A. Exercise and gait/movement analyses in treatment and diagnosis of Parkinson's Disease. Ageing Res Rev 2024; 93:102147. [PMID: 38036102 DOI: 10.1016/j.arr.2023.102147] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 11/23/2023] [Accepted: 11/23/2023] [Indexed: 12/02/2023]
Abstract
Cardinal motor symptoms in Parkinson's disease (PD) include bradykinesia, rest tremor and/or rigidity. This symptomatology can additionally encompass abnormal gait, balance and postural patterns at advanced stages of the disease. Besides pharmacological and surgical therapies, physical exercise represents an important strategy for the management of these advanced impairments. Traditionally, diagnosis and classification of such abnormalities have relied on partially subjective evaluations performed by neurologists during short and temporally scattered hospital appointments. Emerging sports medical methods, including wearable sensor-based movement assessment and computational-statistical analysis, are paving the way for more objective and systematic diagnoses in everyday life conditions. These approaches hold promise to facilitate customizing clinical trials to specific PD groups, as well as personalizing neuromodulation therapies and exercise prescriptions for each individual, remotely and regularly, according to disease progression or specific motor symptoms. We aim to summarize exercise benefits for PD with a specific emphasis on gait and balance deficits, and to provide an overview of recent advances in movement analysis approaches, notably from the sports science community, with value for diagnosis and prognosis. Although such techniques are becoming increasingly available, their standardization and optimization for clinical purposes is critically missing, especially in their translation to complex neurodegenerative disorders such as PD. We highlight the importance of integrating state-of-the-art gait and movement analysis approaches, in combination with other motor, electrophysiological or neural biomarkers, to improve the understanding of the diversity of PD phenotypes, their response to therapies and the dynamics of their disease progression.
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Affiliation(s)
- Johannes Burtscher
- Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland.
| | - Eduardo Martin Moraud
- Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland; Defitech Centre for Interventional Neurotherapies (NeuroRestore), UNIL-CHUV and Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Davide Malatesta
- Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland
| | - Grégoire P Millet
- Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland
| | - Julien F Bally
- Service of Neurology, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Aurélien Patoz
- Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland; Research and Development Department, Volodalen Swiss Sport Lab, Aigle, Switzerland
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17
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El-Toukhy S, Hegeman P, Zuckerman G, Anirban RD, Moses N, Troendle JF, Powell-Wiley TM. A prospective natural history study of post acute sequalae of COVID-19 using digital wearables: Study protocol. RESEARCH SQUARE 2023:rs.3.rs-3694818. [PMID: 38105936 PMCID: PMC10723530 DOI: 10.21203/rs.3.rs-3694818/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Background Post-acute sequelae of COVID-19 (PASC) is characterized by having 1 + persistent, recurrent, or emergent symptoms post the infection's acute phase. The duration and symptom manifestation of PASC remain understudied in nonhospitalized patients. Literature on PASC is primarily based on data from hospitalized patients where clinical indicators such as respiratory rate, heart rate, and oxygen saturation have been predictive of disease trajectories. Digital wearables allow for a continuous collection of such physiological parameters. This protocol outlines the design, aim, and procedures of a natural history study of PASC using digital wearables. Methods This is a single-arm, prospective, natural history study of a cohort of 550 patients, ages 18 to 65 years old, males or females who own a smartphone and/or a tablet that meets pre-determined Bluetooth version and operating system requirements, speak English, and provide documentation of a positive COVID-19 test issued by a healthcare professional or organization within 5 days before enrollment. The study aims to identify wearables collected physiological parameters that are associated with PASC in patients with a positive diagnosis. The primary endpoint is long COVID-19, defined as ≥ 1 symptom at 3 weeks beyond first symptom onset or positive diagnosis, whichever comes first. The secondary endpoint is chronic COVID-19, defined as ≥ 1 symptom at 12 weeks beyond first symptom onset or positive diagnosis. We hypothesize that physiological parameters collected via wearables are associated with self-reported PASC. Participants must be willing and able to consent to participate in the study and adhere to study procedures for six months. Discussion This is a fully decentralized study investigating PASC using wearable devices to collect physiological parameters and patient-reported outcomes. Given evidence on key demographics and risk profiles associated with PASC, the study will shed light on the duration and symptom manifestation of PASC in nonhospitalized patient subgroups and is an exemplar of use of wearables as population-level monitoring health tools for communicable diseases. Trial registration ClinicalTrials.gov NCT04927442.
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Affiliation(s)
| | - Phillip Hegeman
- National Institute on Minority Health and Health Disparities
| | | | | | - Nia Moses
- National Institute on Minority Health and Health Disparities
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18
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Burger HU, Van de Casteele T, Rantell KR, Corey-Lisle P, Sfikas N, Abt M. Opportunities and challenges with decentralized trials in Neuroscience. Biom J 2023; 65:e2200370. [PMID: 37609878 DOI: 10.1002/bimj.202200370] [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: 12/28/2022] [Revised: 06/25/2023] [Accepted: 07/08/2023] [Indexed: 08/24/2023]
Abstract
Decentralized clinical trials (DCTs), that is, studies integrating elements of telemedicine and mobile/local healthcare providers allowing for home-based assessments, are an important concept to make studies more resilient and more patient-centric by taking into consideration participant's views and shifting trial activities to better meet the needs of trial participants. There are however, not only advantages but also challenges associated with DCTs. An area to be addressed by appropriate statistical methodology is the integration of data resulting from a possible mix of home and clinic assessments at different visits for the same variable, especially in adjusting for sources of possible systematic differences. One source of systematic bias may be how a participant perceives their disease and treatment in their home versus in a clinical setting. In this paper, we will discuss these issues with a focus on Neuroscience when participants have the choice between home and clinic assessments to illustrate how to identify systematic biases and describe appropriate approaches to maintain clinical trial scientific rigor. We will describe the benefits and challenges of DCTs in Neuroscience and then describe the relevance of home versus clinic assessments using the estimand framework. We outline several options to enable home assessments in a study. Results of simulations will be presented to help deciding between design and analysis options in a simple scenario where there might be differences in response between clinic and home assessments.
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Affiliation(s)
| | | | | | | | | | - Markus Abt
- Hoffmann-La Roche AG, Basel, Switzerland
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19
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Hecht CJ, Guyler MR, Shah A, Burkhart RJ, Kamath AF. What Factors Are Associated with Clinical Trial Discontinuation in Orthopaedic Surgery: An Analysis of Clinical Trials Between 2007 and 2022. J Bone Joint Surg Am 2023; 105:1551-1559. [PMID: 37224236 DOI: 10.2106/jbjs.23.00005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
BACKGROUND Clinical trials play a crucial role in advancing medical knowledge and have the potential to change standards of care. The present study evaluated the prevalence of discontinued clinical trials in orthopaedic surgery. Additionally, we sought to identify the study characteristics associated with and the rationale behind trial discontinuation. METHODS A cross-sectional survey of orthopaedic clinical trials using the ClinicalTrials.gov registry and results database was performed for trials between October 1, 2007, and October 7, 2022. Interventional trials listed as "completed," "terminated," "withdrawn," or "suspended" were included. Study characteristics were collected and clinical trial abstracts were reviewed in order to assign the appropriate subspecialty category. A univariate linear regression analysis was performed to determine whether the percentage of discontinued trials changed between 2008 and 2021. Univariate and multivariable hazard ratios (HRs) were calculated to identify factors associated with trial discontinuation. RESULTS A total of 8,603 clinical trials were included in the final analysis, of which 1,369 (16%) were discontinued, with the highest rates of discontinuation found in oncology (25%) and trauma (23%). The most common rationales for discontinuation were insufficient patient accrual (29%), technical or logistical issues (9%), business decision (9%), and lack of funding or resources (9%). Industry-funded studies were more likely than government-funded studies to be discontinued (HR: 1.81; p < 0.001). There was no change in the percentage of discontinued trials for each orthopaedic subspecialty between 2008 and 2021 (p = 0.21). As shown on multivariable regression analysis, trials for devices (HR: 1.63 [95% confidence interval, 1.20 to 2.21]; p = 0.002) and drugs (HR: 1.48 [1.10 to 2.02]; p = 0.013) as well as Phase-2 trials (HR: 1.35 [1.09 to 1.69]; p = 0.010), Phase-3 trials (HR: 1.39 [1.09 to 1.78]; p = 0.010), and Phase-4 trials (HR: 1.44 [1.14 to 1.81]; p = 0.010) had a higher likelihood of early discontinuation. However, pediatric trials were less likely to be discontinued (HR: 0.58 [0.40 to 0.86]; p = 0.007). CONCLUSIONS The results of the present study suggest the need for continued efforts to ensure the completion of orthopaedic clinical trials in order to limit publication bias and to employ resources and patient contributions more efficiently for research. CLINICAL RELEVANCE Discontinued trials contribute to publication bias, which limits the comprehensiveness of the literature available to support evidence-based patient care interventions. Therefore, identifying the factors associated with and the prevalence of orthopaedic trial discontinuation encourages orthopaedic surgeons to design future trials to be more resistant to early discontinuation.
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Affiliation(s)
- Christian J Hecht
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
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20
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Betcheva L, Kim JY, Erhun F, Oraiopoulos N, Getz K. Applying Systems Thinking to Inform Decentralized Clinical Trial Planning and Deployment. Ther Innov Regul Sci 2023:10.1007/s43441-023-00540-2. [PMID: 37389795 PMCID: PMC10400692 DOI: 10.1007/s43441-023-00540-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/23/2023] [Indexed: 07/01/2023]
Abstract
Recently, there has been a growing interest in understanding how decentralized clinical trial (DCT) solutions can mitigate existing challenges in clinical development, particularly participant burden and access, and the collection, management, and quality of clinical data. This paper examines DCT deployments, emphasizing how they are integrated and how they may impact clinical trial oversight, management, and execution. We propose a conceptual framework that employs systems thinking to evaluate the impact on key stakeholders through a reiterative assessment of pain points. We conclude that decentralized solutions should be customized to meet patient needs and preferences and the unique requirements of each clinical trial. We discuss how DCT elements introduce new demands and pressures within the existing system and reflect on enablers that can overcome DCT implementation challenges. As stakeholders look for ways to make clinical research more relevant and accessible to a larger and more diverse patient population, further robust and granular research is needed to quantify the impact of DCTs empirically.
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Affiliation(s)
- Lidia Betcheva
- Judge Business School, University of Cambridge, Cambridge, CB2 1AG, UK.
| | - Jennifer Y Kim
- Tufts Center for the Study of Drug Development, Tufts University, Boston, MA, 02111, USA
| | - Feryal Erhun
- Judge Business School, University of Cambridge, Cambridge, CB2 1AG, UK
| | | | - Kenneth Getz
- Tufts Center for the Study of Drug Development, Tufts University, Boston, MA, 02111, USA
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21
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Ravindran R, Szadkowski L, Lovblom LE, Clarke R, Huang QW, Manase D, Parente L, Walmsley S. Decentralized study of COVID Vaccine Antibody Response (STOPCoV): Results of a participant satisfaction survey. PLOS DIGITAL HEALTH 2023; 2:e0000242. [PMID: 37159470 PMCID: PMC10168576 DOI: 10.1371/journal.pdig.0000242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 03/23/2023] [Indexed: 05/11/2023]
Abstract
The Covid-19 pandemic required many clinical trials to adopt a decentralized framework to continue research activities during lock down restrictions. The STOPCoV study was designed to assess the safety and efficacy of Covid-19 vaccines in those aged 70 and above compared to those aged 30-50 years of age. In this sub-study we aimed to determine participant satisfaction for the decentralized processes, accessing the study website and collecting and submitting study specimens. The satisfaction survey was based on a Likert scale developed by a team of three investigators. Overall, there were 42 questions for respondents to answer. The invitation to participate with a link to the survey was emailed to 1253 active participants near the mid-way point of the main STOPCoV trial (April 2022). The results were collated and answers were compared between the two age cohorts. Overall, 70% (83% older, 54% younger cohort, no difference by sex) responded to the survey. The overall feedback was positive with over 90% of respondents answering that the website was easy to use. Despite the age gap, both the older cohort and younger cohort reported ease of performing study activities through a personal electronic device. Only 30% of the participants had previously participated in a clinical trial, however over 90% agreed that they would be willing to participate in future clinical research. Some difficulties were noted in refreshing the browser whenever updates to the website were made. The feedback attained will be used to improve current processes and procedures of the STOPCoV trial as well as share learning experiences to inform future fully decentralized research studies.
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Affiliation(s)
- Rizani Ravindran
- University Health Network, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
| | - Leah Szadkowski
- Biostatistics Research Unit; University Health Network; University of Toronto, Toronto, Ontario, Canada
| | - Leif Erik Lovblom
- Biostatistics Research Unit; University Health Network; University of Toronto, Toronto, Ontario, Canada
| | - Rosemarie Clarke
- University Health Network, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
| | - Qian Wen Huang
- University Health Network, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
| | - Dorin Manase
- DATA Team; University Health Network; University of Toronto, Toronto, Ontario, Canada
| | - Laura Parente
- Health care Human Factors; University Health Network; University of Toronto, Toronto, Ontario, Canada
| | - Sharon Walmsley
- University Health Network, Toronto General Hospital Research Institute, Toronto, Ontario, Canada
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, University Health Network; University of Toronto, Toronto, Ontario, Canada
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22
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Leroy V, Gana W, Aïdoud A, N'kodo JA, Balageas AC, Blanc P, Bomia D, Debacq C, Fougère B. Digital health technologies and Alzheimer's disease clinical trials: might decentralized clinical trials increase participation by people with cognitive impairment? Alzheimers Res Ther 2023; 15:87. [PMID: 37106429 PMCID: PMC10133908 DOI: 10.1186/s13195-023-01227-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 04/05/2023] [Indexed: 04/29/2023]
Abstract
BACKGROUND Therapeutic trials in Alzheimer's disease (AD) face many obstacles-particularly with regard to screening and recruitment. DISCUSSION Decentralized clinical trials (DCTs) are being developed in other diseases and appear to be of value for overcoming these difficulties. The use of remote visits offers hope of broader recruitment and thus a reduction in inequalities due to age, geography, and ethnicity. Furthermore, it might be easier to involve primary care providers and caregivers in DCTs. However, further studies are needed to determine the feasibility of DCTs in AD. A mixed-model DCT might constitute the first step towards completely remote trials in AD and should be assessed first.
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Affiliation(s)
- Victoire Leroy
- Department of Geriatrics, Tours University Hospital, Tours, France.
- Memory Clinic, Tours University Hospital, Tours, France.
| | - Wassim Gana
- Department of Geriatrics, Tours University Hospital, Tours, France
| | - Amal Aïdoud
- Department of Geriatrics, Tours University Hospital, Tours, France
- EA4245 T2i, Université de Tours, Tours, France
| | | | | | - Pascal Blanc
- Department of Geriatrics, Tours University Hospital, Tours, France
- Memory Clinic, Tours University Hospital, Tours, France
| | | | - Camille Debacq
- Department of Geriatrics, Tours University Hospital, Tours, France
| | - Bertrand Fougère
- Department of Geriatrics, Tours University Hospital, Tours, France
- EA 7505 Education, Ethics, Health, Tours University, Tours, France
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23
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Reoma LB, Busza A, Mouradian MM, Kaufmann P, Augustine EF, Frank S, Sutula TP, Cole AJ, Fitter HD, Meurer W, Nath A, Griggs RC. Experimental Neurotherapeutics: Surfing the Tidal Wave of New Opportunities. Ann Neurol 2023; 93:427-430. [PMID: 36546649 PMCID: PMC9975021 DOI: 10.1002/ana.26582] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022]
Abstract
The subspecialty of experimental neurotherapeutics trains neurologists in discovering and developing new treatments for neurologic diseases. Based on development of exciting new treatments for genetic and inflammatory diseases, we predict that there will be many other breakthroughs. The job market has expanded rapidly in academia, the pharmaceutical industry, government, and not-for-profit sectors; many new opportunities can be anticipated. The burgeoning opportunities in the field mandate that training address the challenges of overcoming obstacles in therapeutic discovery, implementation science, and development of affordable and equitably available treatments. ANN NEUROL 2023;93:427-430.
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Affiliation(s)
- Lauren B. Reoma
- Clinical Trials Unit, Office of the Clinical Director, National Institute of Neurological Disorders and Stroke
| | - Ania Busza
- University of Rochester School of Medicine and Dentistry (A.S., A.C.); Department of Medicine (H.M.A.A.), Rochester Regional Health; and Department of Medicine, Division of Allergy, Immunology, and Rheumatology (A.L.), and Department of Neurology (A.B.), University of Rochester Medical Center, NY
| | - M. Maral Mouradian
- RWJMS Institute for Neurological Therapeutics and Department of Neurology, Rutgers - Robert Wood Johnson Medical School
| | - Petra Kaufmann
- Affinia Therapeutics, Bannockburn, MA, USA and University of Rochester, Rochester, NY, USA
| | | | - Samuel Frank
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Thomas P. Sutula
- Department of Neurology, University of Wisconsin, Madison, Wisconsin, USA
| | - Andrew J. Cole
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Heather D. Fitter
- Division of Neurology II, Office of Neuroscience, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring MD
| | - William Meurer
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI; Michigan Center for Integrative Research in Critical Care, Ann Arbor, MI; Department of Neurology, University of Michigan, Ann Arbor, MI; Stroke Program, University of Michigan, Ann Arbor, MI; Berry Consultants, LLC, Austin, TX
| | - Avindra Nath
- Clinical Trials Unit, Office of the Clinical Director, National Institute of Neurological Disorders and Stroke
| | - Robert C. Griggs
- University of Rochester School of Medicine and Dentistry (A.S., A.C.); Department of Medicine (H.M.A.A.), Rochester Regional Health; and Department of Medicine, Division of Allergy, Immunology, and Rheumatology (A.L.), and Department of Neurology (A.B.), University of Rochester Medical Center, NY
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Medina SP, Zhang S, Nieves E, Dornsife DL, Johnson R, Spicer D, Borno HT. Experiences of a Multiethnic Cohort of Patients Enrolled in a Financial Reimbursement Program for Cancer Clinical Trials. JCO Oncol Pract 2023; 19:e801-e810. [PMID: 36800640 DOI: 10.1200/op.22.00429] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023] Open
Abstract
PURPOSE Financial reimbursement programs (FRPs) offset out-of-pocket (OOP) expenses from therapeutic clinical trial (TCT) participation. The study explores patients' experience in TCTs after enrollment in a FRP at two academic medical centers, including barriers and opportunities to improve trial participation. METHODS From May 2019 to January 2020, adults diagnosed with cancer and eligible for TCTs and FRP were recruited from the Improving Patient Access to Cancer Clinical Trials randomized trial at the University of California San Francisco and University of Southern California. Patients with income ≤ 700% of national poverty guidelines were eligible. Semistructured interviews were conducted in patients' preferred language. Qualitative analysis was performed by site and preferred language by two independent coders. RESULTS Of 65 trial patients, 53 participated (38%, University of California San Francisco; 62%, USC). The median age was 59 (IQR, 46-65) years, and 58% were female. Nearly half (49%) identified as Latinx/Hispanic compared with 32% non-Hispanic White, 10% Asian, 4% Black, 1% Native American, and 4% Others. A third were non-English speakers, 42% had college education or more, and 55% were retired/unemployed. Most common malignancies were gastrointestinal (42%), breast (19%), and genitourinary (13%), and 66% had metastatic disease. Patients experienced long travel time (1-4.5 hours) among 57% and financial toxicity from OOP costs (68%). High acceptability of the FRP was reported (81%). Although 30% of patients reported willingness to discuss finances of cancer treatment/trial with physicians, majority (87%) preferred discussion with social workers or TCT staff. Proposed modifications to TCTs included decentralization, recruitment strategies, voucher structure, and established rates for OOP expenses. CONCLUSION Patients' experience with TCTs reveal financial and logistical stressors that may be lessened by the Improving Patient Access to Cancer Clinical Trial reimbursement program. FRPs may address inequities in clinical trial access among low-income and diverse populations.
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Affiliation(s)
| | - Sylvia Zhang
- Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, CA
| | - Elena Nieves
- Department of Medicine and Division of Oncology, USC, Los Angeles, CA
| | | | | | - Darcy Spicer
- Department of Medicine and Division of Oncology, USC, Los Angeles, CA
| | - Hala T Borno
- Department of Medicine, UCSF, San Francisco, CA.,Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, CA.,Division of Hematology/Oncology, UCSF, San Francisco, CA.,Trial Library, Inc, San Francisco, CA
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DiMasi JA, Smith Z, Oakley-Girvan I, Mackinnon A, Costello M, Tenaerts P, Getz KA. Assessing the Financial Value of Decentralized Clinical Trials. Ther Innov Regul Sci 2023; 57:209-219. [PMID: 36104654 PMCID: PMC9473466 DOI: 10.1007/s43441-022-00454-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 08/22/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Deployment of remote and virtual clinical trial methods and technologies, referred to collectively as decentralized clinical trials (DCTs), represents a profound shift in clinical trial practice. To our knowledge, a comprehensive assessment of the financial net benefits of DCTs has not been conducted. METHODS We developed an expected net present value (eNPV) model of the cash flows for new drug development and commercialization to assess the financial impact of DCTs. The measure of DCT value is the increment in eNPV that occurs, on average, when DCT methods are employed in comparison to when they are not. The model is populated with parameter values taken from published studies, Tufts CSDD benchmark data, and Medable Inc. data on DCT projects. We also calculated the return on investment (ROI) in DCTs as the ratio of the increment in eNPV to the DCT implementation cost. RESULTS We found substantial value from employing DCT methods in phase II and phase III trials. If we assume that DCT methods are applied to both phase II and phase III trials the increase in value is $20 million per drug that enters phase II, with a seven-fold ROI. CONCLUSIONS DCTs can provide substantial extra value to sponsors developing new drugs, with high returns to investment in these technologies. Future research on this topic should focus on expanding the data to larger datasets and on additional aspects of clinical trial operations not currently measured.
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Affiliation(s)
- Joseph A. DiMasi
- Tufts Center for the Study of Drug Development, Tufts University, 145 Harrison Avenue, Boston, MA 02111 USA
| | - Zachary Smith
- Tufts Center for the Study of Drug Development, Tufts University, 145 Harrison Avenue, Boston, MA 02111 USA
| | | | | | | | | | - Kenneth A. Getz
- Tufts Center for the Study of Drug Development, Tufts University, 145 Harrison Avenue, Boston, MA 02111 USA
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26
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Oakley-Girvan I, Yunis R, Fonda SJ, Neeman E, Liu R, Aghaee S, Ramsey ME, Kubo A, Davis SW. Usability evaluation of mobile phone technologies for capturing cancer patient-reported outcomes and physical functions. Digit Health 2023; 9:20552076231186515. [PMID: 37456127 PMCID: PMC10338665 DOI: 10.1177/20552076231186515] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 06/20/2023] [Indexed: 07/18/2023] Open
Abstract
Background By eliminating the requirement for participants to make frequent visits to research sites, mobile phone applications ("apps") may help to decentralize clinical trials. Apps may also be an effective mechanism for capturing patient-reported outcomes and other endpoints, helping to optimize patient care during and outside of clinical trials. Objectives We report on the usability of Digital BioMarkers for Clinical Impact (DigiBioMarC™ (DBM)), a novel smartphone-based app used by cancer patients in conjunction with a wearable device (Apple Watch®). DBM is designed to collect patient-reported outcomes and record physical functions. Methods In a fully decentralized "bring-your-own-device" smartphone study, we enrolled 54 cancer patient and caregiver dyads from Kaiser Permanente Northern California (KPNC) from October 2020 through March 2021. Patients used the app for at least 28 days, completed weekly questionnaires about their symptoms, physical functions, and mood, and performed timed physical tasks. Usability was determined through a subset of the Mobile App Rating Scale (MARS), the full System Usability Scale (SUS), the Net Promoter Score (NPS), and semi-structured interviews. Results We obtained usability survey data from 50 of 54 patients. Median responses to the selected MARS questions and the mean SUS scores indicated above average usability. The NPS from the semi-structured interviews at the end of the study was 24, indicating a favorable score. Conclusions Cancer patients reported above average usability for the DBM app. Qualitative analyses indicated that the app was easy to use and helpful. Future work will emphasize implementing further patient recommendations and evaluating the app's clinical efficacy in multiple settings.
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Affiliation(s)
- Ingrid Oakley-Girvan
- Strategy and Science Departments, Medable Inc., Palo Alto, CA, USA
- The Data and Technology Proving Ground, The Public Health Institute, Oakland, CA, USA
| | - Reem Yunis
- Strategy and Science Departments, Medable Inc., Palo Alto, CA, USA
| | | | - Elad Neeman
- San Francisco Medical Center, Kaiser Permanente Northern California, San Francisco, CA, USA
| | - Raymond Liu
- San Francisco Medical Center, Kaiser Permanente Northern California, San Francisco, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Sara Aghaee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Maya E Ramsey
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Ai Kubo
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Sharon W Davis
- Strategy and Science Departments, Medable Inc., Palo Alto, CA, USA
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Ramos E, Baca-Motes K, Pandit JA, Ajayi TA. Improving participant representation in the era of digital clinical studies. Trends Mol Med 2022; 28:1019-1021. [PMID: 35995691 DOI: 10.1016/j.molmed.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/22/2022] [Accepted: 07/26/2022] [Indexed: 01/21/2023]
Abstract
Traditional clinical research relies on conventional strategies to invite and enroll research participants. However, these strategies often fail to reach potential participants from marginalized communities or that reflect the diversity of the nation, such as race, ethnicity, or geography. As we discuss here, the digital clinical study model sets the stage for improved and equitable participation in biomedical research.
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Affiliation(s)
- Edward Ramos
- Scripps Research Translational Institute, 3344 N Torrey Pines Ct Plaza Level, La Jolla, CA 92037, USA; CareEvolution, 625 N Main St, Ann Arbor, MI 48104, USA.
| | - Katie Baca-Motes
- Scripps Research Translational Institute, 3344 N Torrey Pines Ct Plaza Level, La Jolla, CA 92037, USA
| | - Jay A Pandit
- Scripps Research Translational Institute, 3344 N Torrey Pines Ct Plaza Level, La Jolla, CA 92037, USA
| | - Toluwalase A Ajayi
- Scripps Research Translational Institute, 3344 N Torrey Pines Ct Plaza Level, La Jolla, CA 92037, USA
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Jensen-Roberts S, Myers TL, Auinger P, Cannon P, Rowbotham HM, Coker D, Chanoff E, Soto J, Pawlik M, Amodeo K, Sharma S, Valdovinos B, Wilson R, Sarkar A, McDermott MP, Alcalay RN, Biglan K, Kinel D, Tanner C, Winter-Evans R, Augustine EF, Holloway RG, Dorsey ER, Schneider RB. A Remote Longitudinal Observational Study of Individuals at Genetic Risk for Parkinson Disease. Neurol Genet 2022; 8:e200008. [PMID: 35966918 PMCID: PMC9372873 DOI: 10.1212/nxg.0000000000200008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 05/09/2022] [Indexed: 11/15/2022]
Abstract
Background and Objectives To recruit and characterize a national cohort of individuals who have a genetic variant (LRRK2 G2019S) that increases risk of Parkinson disease (PD), assess participant satisfaction with a decentralized, remote research model, and evaluate interest in future clinical trials. Methods In partnership with 23andMe, Inc., a personal genetics company, LRRK2 G2019S carriers with and without PD were recruited to participate in an ongoing 36-month decentralized, remote natural history study. We examined concordance between self-reported and clinician-determined PD diagnosis. We applied the Movement Disorder Society Prodromal Parkinson's Disease Criteria and asked investigators to identify concern for parkinsonism to distinguish participants with probable prodromal PD. We compared baseline characteristics of LRRK2 G2019S carriers with PD, with prodromal PD, and without PD. Results Over 15 months, we enrolled 277 LRRK2 G2019S carriers from 34 states. At baseline, 60 had self-reported PD (mean [SD] age 67.8 years [8.4], 98% White, 52% female, 80% Ashkenazi Jewish, and 67% with a family history of PD), and 217 did not (mean [SD] age 53.7 years [15.1], 95% White, 59% female, 73% Ashkenazi Jewish, and 57% with a family history of PD). Agreement between self-reported and clinician-determined PD status was excellent (κ = 0.94, 95% confidence interval 0.89–0.99). Twenty-four participants had prodromal PD; 9 met criteria for probable prodromal PD and investigators identified concern for parkinsonism in 20 cases. Compared with those without prodromal PD, participants with prodromal PD were older (63.9 years [9.0] vs 51.9 years [15.1], p < 0.001), had higher modified Movement Disorders Society-Unified Parkinson's Disease Rating Scale motor scores (5.7 [4.3] vs 0.8 [2.1], p < 0.001), and had higher Scale for Outcomes in PD for Autonomic Symptoms scores (11.5 [6.2] vs 6.9 [5.7], p = 0.002). Two-thirds of participants enrolled were new to research, 97% were satisfied with the overall study, and 94% of those without PD would participate in future preventive clinical trials. Discussion An entirely remote national cohort of LRRK2 G2019S carriers was recruited from a single site. This study will prospectively characterize a large LRRK2 G2019S cohort, refine a new model of clinical research, and engage new research participants willing to participate in future therapeutic trials.
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Caffery B, Petris R, Hammitt KM, Montecchi-Palmer M, Haque S, Malkowski JP, Barabino S. Patient perspectives on dry eye disease and chronic ocular surface pain: Insights from a virtual community-moderated dialogue. Eur J Ophthalmol 2022; 33:11206721221125263. [PMID: 36071618 DOI: 10.1177/11206721221125263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To understand patients' perspectives on living with dry eye disease (DED), and on the unmet needs in DED and chronic ocular surface pain (COSP) management. METHODS A moderated, structured discussion with patients with ocular surface diseases and healthcare professionals (HCPs) was conducted using a virtual platform to capture patients' journey with DED, their opinion on unmet needs, and design and conduct of clinical trials in DED and COSP. RESULTS Nine participants, including four patient representatives from patient organisations, one ophthalmologist and one optometrist participated in the discussion. Patients had DED of varying severity and aetiology; three patients had Sjögren's. Over 4 weeks, 785 posts were entered on the platform. Prior to diagnosis, patients rarely associated their symptoms with DED. Convenience and symptomatic relief scored higher than treating the disease. Patients expressed the need for plain language information and dialogue with knowledgeable and sensitive HCPs. Online forums and social media were suggested as key recruitment resources, whereas convenience and safety concerns were highlighted as main barriers to enrolment. The need for the inclusion of outcome measures that have a real impact on patients' experience of their condition was highlighted. Both target product profiles were received positively by participants, highlighting the twice-daily dosing regimen and convenience of the products. Participants acknowledged the value of digital tools and suggested the need to feel valued post-trial. CONCLUSIONS This moderated dialogue provided actionable insights on the unmet needs in DED and useful inputs for consideration when designing future clinical trials for DED and COSP.
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Molecular oncology: what is needed to speed access to innovative therapies in clinical research? Curr Opin Oncol 2022; 34:575-578. [PMID: 35855513 DOI: 10.1097/cco.0000000000000880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW A better understanding of the biology of cancer cells has led in the past 20 years to more and more molecular and immunological driven treatment strategies impacting both clinical trials and day-to-day practice. The aim of this review is to describe new approaches to conduct clinical trials in this area to speed up drug development and increase access to innovation for cancer patients. RECENT FINDINGS The design of an early phase trial has an impact on its clinical benefit. Trials deriving from a specific biomarker or histologic characteristic (also known as enrichment design) are more likely to demonstrate benefit than trials based on a more conventional design. However, the increase of low incidence cancer molecular subtypes poses a major hurdle in the clinical management and drug development research for cancer patients. SUMMARY With the identification of news targets and the subsequent introduction of precision medicine, new strategies and tools are needed to provide access to biomarker identification and target-oriented clinical trials to all cancer patients. We propose to set up a new patient-centered model to conduct clinical trials allowing simply to 'bring the trial to the patient'.
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Ethics review of decentralized clinical trials (DCTs): Results of a mock ethics review. Drug Discov Today 2022; 27:103326. [PMID: 35870693 DOI: 10.1016/j.drudis.2022.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/11/2022] [Accepted: 07/19/2022] [Indexed: 11/03/2022]
Abstract
Decentralized clinical trials (DCTs) can be a valuable addition to the clinical trial landscape. However, the practice of DCTs is dependent on a regulatory system designed for conventional (site-based) trials. This study provides insight into the ethics review of DCTs. A 'mock ethics review' was performed in which members of European ethics committees (ECs) and national competent authorities (NCAs) discussed and reviewed a DCT protocol. Respondents expressed hesitancy toward DCTs and focused on potential risks and burdens. We advise to address these aspects explicitly when submitting a DCT protocol. We propose that both the benefits and risks of DCTs should be carefully monitored to advance the review and practice of this innovative approach to ethically optimize drug development.
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Sarraju A, Seninger C, Parameswaran V, Petlura C, Bazouzi T, Josan K, Grewal U, Viethen T, Mundl H, Luithle J, Basobas L, Touros A, Senior MJT, De Lombaert K, Mahaffey KW, Turakhia MP, Dash R. Pandemic-proof recruitment and engagement in a fully decentralized trial in atrial fibrillation patients (DeTAP). NPJ Digit Med 2022; 5:80. [PMID: 35764796 PMCID: PMC9240050 DOI: 10.1038/s41746-022-00622-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 05/19/2022] [Indexed: 11/09/2022] Open
Abstract
The Coronavirus Disease 2019 (COVID-19) pandemic curtailed clinical trial activity. Decentralized clinical trials (DCTs) can expand trial access and reduce exposure risk but their feasibility remains uncertain. We evaluated DCT feasibility for atrial fibrillation (AF) patients on oral anticoagulation (OAC). DeTAP (Decentralized Trial in Afib Patients, NCT04471623) was a 6-month, single-arm, 100% virtual study of 100 AF patients on OAC aged >55 years, recruited traditionally and through social media. Participants enrolled and participated virtually using a mobile application and remote blood pressure (BP) and six-lead electrocardiogram (ECG) sensors. Four engagement-based primary endpoints included changes in pre- versus end-of-study OAC adherence (OACA), and % completion of televisits, surveys, and ECG and BP measurements. Secondary endpoints included survey-based nuisance bleeding and patient feedback. 100 subjects (mean age 70 years, 44% women, 90% White) were recruited in 28 days (traditional: 6 pts; social media: 94 pts in 12 days with >300 waitlisted). Study engagement was high: 91% televisits, 85% surveys, and 99% ECG and 99% BP measurement completion. OACA was unchanged at 6 months (baseline: 97 ± 9%, 6 months: 96 ± 15%, p = 0.39). In patients with low baseline OACA (<90%), there was significant 6-month improvement (85 ± 16% to 96 ± 6%, p < 0.01). 86% of respondents (69/80) expressed willingness to continue in a longer trial. The DeTAP study demonstrated rapid recruitment, high engagement, and physiologic reporting via the integration of digital technologies and dedicated study coordination. These findings may inform DCT designs for future cardiovascular trials.
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Affiliation(s)
- Ashish Sarraju
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA.,Center for Digital Health, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Clark Seninger
- Center for Digital Health, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Vijaya Parameswaran
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Tamara Bazouzi
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | - Kiranbir Josan
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | | | | | | | | | - Leonard Basobas
- Stanford Center for Clinical Research (SCCR), Palo Alto, CA, USA
| | - Alexis Touros
- Stanford Center for Clinical Research (SCCR), Palo Alto, CA, USA
| | | | | | - Kenneth W Mahaffey
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA.,Stanford Center for Clinical Research (SCCR), Palo Alto, CA, USA
| | - Mintu P Turakhia
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA.,Center for Digital Health, Stanford University School of Medicine, Palo Alto, CA, USA.,VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Rajesh Dash
- Division of Cardiovascular Medicine & Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, California, USA.
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Moore J, Goodson N, Wicks P, Reites J. What role can decentralized trial designs play to improve rare disease studies? Orphanet J Rare Dis 2022; 17:240. [PMID: 35725484 PMCID: PMC9207830 DOI: 10.1186/s13023-022-02388-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/06/2022] [Indexed: 11/10/2022] Open
Abstract
People affected by rare diseases want to be involved in research and the search for new treatments. Randomized controlled trials remain the best way of finding new interventions, but many elements of traditional study design are not best suited for rare diseases. Barriers to patients and families include the use of specialist hospital sites for recruitment, requiring frequent site-based study visits for data collection, and a high burden of tests and outcome measures in research. While decentralized clinical trial (DCT) designs have been developed in some rare disease trials, changes necessitated by the COVID-19 pandemic present an opportunity for them to become a standard approach. DCT approaches have been shown to be more resilient to changes in enrolment and attrition during COVID-19 than traditional designs and offer benefits in terms of patient burden, convenience, inclusion, and data quality. Digital tools such as wearable devices and electronic clinical outcome assessments may also provide more convenient and environmentally valid measures of how a condition affects the life of an individual in their regular environment (e.g. mobility around the home versus a hospital corridor). Digital solutions have greater ability to support language localization, accessibility, and may lead to increase access to global rare disease trials. In parallel, challenges exist, such as the technical support, the digital divide, ensuring high quality data, and delivering safe trials.
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Affiliation(s)
- J Moore
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA
| | - N Goodson
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA.
| | - P Wicks
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA.,Wicks Digital Health, Advantage House, Lichfield, WS13 6AQ, Staffordshire, UK
| | - J Reites
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA
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Yang X, Ye Q, Cai G, Wang Y, Cai G. PD-ResNet for Classification of Parkinson's Disease From Gait. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2022; 10:2200111. [PMID: 35795875 PMCID: PMC9252336 DOI: 10.1109/jtehm.2022.3180933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/04/2022] [Accepted: 05/25/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To develop an objective and efficient method to automatically identify Parkinson's disease (PD) and healthy control (HC). METHODS We design a novel model based on residual network (ResNet) architecture, named PD-ResNet, to learn the gait differences between PD and HC and between PD with different severity levels. Specifically, a polynomial elevated dimensions technique is applied to increase the dimensions of the input gait features; then, the processed data is transformed into a 3-dimensional picture as the input of PD-ResNet. The synthetic minority over-sampling technique (SMOTE), data augmentation, and early stopping technologies are adopted to improve the generalization ability. To further enhance the classification performance, a new loss function, named improved focal loss function, is developed to focus on the train of PD-ResNet on the hard samples and to discard the abnormal samples. RESULTS The experiments on the clinical gait dataset show that our proposed model achieves excellent performance with an accuracy of 95.51%, a precision of 94.44%, a recall of 96.59%, a specificity of 94.44%, and an F1-score of 95.50%. Moreover, the accuracy, precision, recall, specificity, and F1-score for the classification of early PD and HC are 92.03%, 94.20%, 90.28%, 93.94%, and 92.20%, respectively. Furthermore, the accuracy, precision, recall, specificity, and F1-score for the classification of PD with different severity levels are 92.03%, 94.29%, 90.41%, 93.85%, and 92.31%, respectively. CONCLUSION Our proposed method shows better performance than the traditional machine learning and deep learning methods. CLINICAL IMPACT The experimental results show that the proposed method is clinically meaningful for the objective assessment of gait motor impairment for PD patients.
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Affiliation(s)
- Xiaoli Yang
- School of Information EngineeringGuangdong University of TechnologyGuangzhou510000China
| | - Qinyong Ye
- Department of NeurologyFujian Medical University Union HospitalFuzhou350001China
| | - Guofa Cai
- School of Information EngineeringGuangdong University of TechnologyGuangzhou510000China
| | - Yingqing Wang
- Department of NeurologyFujian Medical University Union HospitalFuzhou350001China
| | - Guoen Cai
- Department of NeurologyFujian Medical University Union HospitalFuzhou350001China
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Goodson N, Wicks P, Morgan J, Hashem L, Callinan S, Reites J. Opportunities and counterintuitive challenges for decentralized clinical trials to broaden participant inclusion. NPJ Digit Med 2022; 5:58. [PMID: 35513479 PMCID: PMC9072305 DOI: 10.1038/s41746-022-00603-y] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 04/15/2022] [Indexed: 01/08/2023] Open
Abstract
Traditional clinical trials have often failed to recruit representative participant populations. Just 5% of eligible patients participate in clinical research. Participants, particularly those from minority groups, cite geographical constraints, mistrust, miscommunication, and discrimination as barriers. Here, an intersectional view of inclusion in clinical trials provides significant insights into the complex and counterintuitive challenges of trial design and participant recruitment. The US FDA have recently proposed that decentralized clinical trials (DCTs) might reduce barriers and appeal to a wider range of participants by reducing the costs and commitments required for patients to participate. While common sense and early evidence suggests that allowing participants to take part in trials at or near home has advantages in terms of convenience, travel, and perhaps even infection control, it remains to be seen if DCT approaches will yield significant improvements on participant inclusivity. Some digital studies aiming to be more inclusive on a single element of inclusion, such as race, have experienced unintended consequences in other elements, like education or gender. Implementing DCTs presents new challenges including the digital divide, the exclusion of certain tests and procedures, complexities of at-home medication delivery, and the need to build new infrastructure. We present a range of challenges and opportunities for researchers to adopt and adapt DCT approaches to create reliable evidence that applies to all of us.
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Affiliation(s)
- Noah Goodson
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA.
| | - Paul Wicks
- Wicks Digital Health, Advantage House, Lichfield, Staffordshire, WS13 6AQ, UK
| | - Jayne Morgan
- Piedmont Health, 2727 Paces Ferry Road SE Building 2, Suite 1100, Atlanta, GA, 30339, USA
| | - Leen Hashem
- Wicks Digital Health, Advantage House, Lichfield, Staffordshire, WS13 6AQ, UK
| | | | - John Reites
- THREAD Research, 155 El Camino Real, Tustin, CA, 92780, USA
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Lew LC, Mat Ludin AF, Shahar S, Abdul Manaf Z, Mohd Tohit N. Efficacy and Sustainability of Diabetes-Specific Meal Replacement on Obese and Overweight Type-2 Diabetes Mellitus Patients: Study Approaches for a Randomised Controlled Trial and Impact of COVID-19 on Trial Progress. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074188. [PMID: 35409872 PMCID: PMC8998339 DOI: 10.3390/ijerph19074188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/26/2022] [Accepted: 03/16/2022] [Indexed: 12/04/2022]
Abstract
Meal replacement (MR) is widely used in weight and diabetes management programs due to its ease of compliance and handling. However, little is known about its impact on outcomes other than glycaemic control and weight loss. Furthermore, not many studies evaluate its cost-effectiveness and sustainability. This study aimed to evaluate the efficacy of a diabetes-specific MR for the weight reduction and glycaemic controls of overweight and obese T2DM patients, as compared to routine dietary consultation. Other health outcomes, the cost effectiveness, and the sustainability of the MR will also be evaluated. Materials and Methods: This randomised controlled clinical trial will involve 156 participants who have been randomised equally into the intervention and control groups. As a baseline, both groups will receive diet consultation. Additionally, the intervention group will receive an MR to replace one meal for 5 days a week. The duration of intervention will be 12 weeks, with 36 weeks of follow-up to monitor the sustainability of the MR. The primary endpoints are weight and Hemoglobin A1c (HbA1c) reduction, while the secondary endpoints are anthropometry, biochemical measurements, satiety, hormone changes, quality of life, and cost-effectiveness. The impact of the COVID-19 pandemic on study design is also discussed in this paper. This study has obtained human ethics approval from RECUKM (JEP-2019-566) and is registered at the Thai Clinical Trials Registry (TCTR ID: TCTR20210921004).
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Affiliation(s)
- Leong Chen Lew
- Biomedical Science Programme, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia;
- Center for Healthy Ageing and Wellness, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia; (S.S.); (Z.A.M.)
| | - Arimi Fitri Mat Ludin
- Biomedical Science Programme, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia;
- Center for Healthy Ageing and Wellness, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia; (S.S.); (Z.A.M.)
- Correspondence: ; Tel.: +603-92898043
| | - Suzana Shahar
- Center for Healthy Ageing and Wellness, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia; (S.S.); (Z.A.M.)
- Dietetic Programme, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia
| | - Zahara Abdul Manaf
- Center for Healthy Ageing and Wellness, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia; (S.S.); (Z.A.M.)
- Dietetic Programme, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur 50300, Malaysia
| | - Noorlaili Mohd Tohit
- Department of Family Medicine, University Kebangsaan Malaysia Medical Centre (UKMMC), Cheras, Kuala Lumpur 56000, Malaysia;
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Qiu T, Liang S, Wang Y, Dussart C, Borissov B, Toumi M. Reinforcing Collaboration and Harmonization to Unlock the Potentials of Advanced Therapy Medical Products: Future Efforts Are Awaited From Manufacturers and Decision-Makers. Front Public Health 2021; 9:754482. [PMID: 34900902 PMCID: PMC8655837 DOI: 10.3389/fpubh.2021.754482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/22/2021] [Indexed: 11/29/2022] Open
Abstract
Some advanced therapy medicinal products (ATMPs) hold great promises for life-threatening diseases with high unmet needs. However, ATMPs are also associated with significant challenges in market access, which necessitates the joint efforts between all relevant stakeholders to navigate. In this review, we will elaborate on the importance of collaborations and harmonization across different stakeholders, to expedite the market access of promising ATMPs. Manufacturers of ATMPs should proactively establish collaborations with other stakeholders throughout the whole lifecycle of ATMPs, from early research to post-market activities. This covered engagements with (1) external developers (i.e., not-for-profit organizations and commercial players) to obtain complementary knowledge, technology, or infrastructures, (2) patient groups and healthcare providers to highlight their roles as active contributors, and (3) decision-makers, such as regulators, health technology assessment (HTA) agencies, and payers, to communicate the uncertainties in evidence package, where parallel consultation will be a powerful strategy. Harmonization between decision-makers is desired at (1) regulatory level, in terms of strengthening the international standardization of regulatory framework to minimize discrepancies in evidence requirements for market authorization, and (2) HTA level, in terms of enhancing alignments between regional and national HTA agencies to narrow inequity in patient access, and cross-border HTA cooperation to improve the quality and efficiency of HTA process. In conclusion, manufacturers and decision-makers shared the common goals to safeguard timely patient access to ATMPs. Collaboration and harmonization will be increasingly leveraged to enable the value delivery of ATMPs to all stakeholders.
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Affiliation(s)
- Tingting Qiu
- Département de Santé Publique, Aix-Marseille Université, Marseille, France
| | - Shuyao Liang
- Département de Santé Publique, Aix-Marseille Université, Marseille, France
| | - Yitong Wang
- Département de Santé Publique, Aix-Marseille Université, Marseille, France
| | - Claude Dussart
- Faculté de Pharmacie, Université Claude Bernard Lyon 1, Lyon, France
| | | | - Mondher Toumi
- Département de Santé Publique, Aix-Marseille Université, Marseille, France
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38
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Myers TL, Augustine EF, Baloga E, Daeschler M, Cannon P, Rowbotham H, Chanoff E, Jensen-Roberts S, Soto J, Holloway RG, Marras C, Tanner CM, Ray Dorsey E, Schneider RB. Recruitment for Remote Decentralized Studies in Parkinson's Disease. JOURNAL OF PARKINSONS DISEASE 2021; 12:371-380. [PMID: 34744053 PMCID: PMC8842745 DOI: 10.3233/jpd-212935] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background: Traditional in-person Parkinson’s disease (PD) research studies are often slow to recruit and place unnecessary burden on participants. The ongoing COVID-19 pandemic has added new impetus to the development of new research models. Objective: To compare recruitment processes and outcomes of three remote decentralized observational PD studies with video visits. Methods: We examined the number of participants recruited, speed of recruitment, geographic distribution of participants, and strategies used to enhance recruitment in FIVE, a cross-sectional study of Fox Insight participants with and without PD (n = 203); VALOR-PD, a longitudinal study of 23andMe, Inc. research participants carrying the LRRK2 G2019S variant with and without PD (n = 277); and AT-HOME PD, a longitudinal study of former phase III clinical trial participants with PD (n = 226). Results: Across the three studies, 706 participants from 45 U.S. states and Canada enrolled at a mean per study rate of 4.9 participants per week over an average of 51 weeks. The cohorts were demographically homogenous with regard to race (over 95%white) and level of education (over 90%with more than a high school education). The number of participants living in primary care Health Professional Shortage Areas in each study ranged from 30.3–42.9%. Participants reported interest in future observational (98.5–99.6%) and interventional (76.1–87.6%) research studies with remote video visits. Conclusion: Recruitment of large, geographically dispersed remote cohorts from a single location is feasible. Interest in participation in future remote decentralized PD studies is high. More work is needed to identify best practices for recruitment, particularly of diverse participants.
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Affiliation(s)
- Taylor L Myers
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA
| | - Erika F Augustine
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA.,Kennedy Krieger Institute, Baltimore, MD, USA
| | - Elizabeth Baloga
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA
| | | | | | | | | | | | | | - Julia Soto
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA
| | - Robert G Holloway
- Department of Neurology, University of Rochester, Rochester, NY, USA
| | - Connie Marras
- The Edmond J Safra Program in Parkinson's disease, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Caroline M Tanner
- Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA.,PADRECC, San Francisco VAMC, San Francisco, CA, USA
| | - E Ray Dorsey
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA.,Department of Neurology, University of Rochester, Rochester, NY, USA
| | - Ruth B Schneider
- Center for Health, +, Technology, University of Rochester, Rochester, NY, USA.,Department of Neurology, University of Rochester, Rochester, NY, USA
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39
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Anderson M. How the COVID-19 pandemic is changing clinical trial conduct and driving innovation in bioanalysis. Bioanalysis 2021; 13:1195-1203. [PMID: 34275327 PMCID: PMC8288280 DOI: 10.4155/bio-2021-0107] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/01/2021] [Indexed: 01/04/2023] Open
Abstract
Thousands of clinical trials all over the world were stopped, disrupted or delayed while countries grappled to contain the pandemic and research resources were redeployed. The long-term effects of the turbulence caused by the pandemic have yet to be fully understood, but it should already be clear that the increased focus on participant needs and on the logistical challenges of current models are not likely to fade away quickly. This disruption is opening doors for rethinking traditional approaches to clinical trial conduct - including decentralizing site visits, introducing new methods of sample collection, rethinking matrix selection, reducing sample volumes and collaborating on device development. These approaches reduce participant burden while improving critical trial data.
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Affiliation(s)
- Melanie Anderson
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc., West Point, PA 19486, USA
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40
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Abstract
Clinical trials play a critical role in discovering new treatments, but the path to regulatory approval can be cumbersome and time consuming. Efforts to increase the efficiency and interpretability of clinical trials within the neuro-oncology community have focused on standardization of response assessment, development of consensus guidelines for clinical trial conduct, decentralization of clinical trials, removal of barriers to clinical trial accrual, and re-examination of patient eligibility criteria.
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Affiliation(s)
- Eudocia Q Lee
- Center for Neuro-Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.
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41
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Mirelman A, Ben Or Frank M, Melamed M, Granovsky L, Nieuwboer A, Rochester L, Del Din S, Avanzino L, Pelosin E, Bloem BR, Della Croce U, Cereatti A, Bonato P, Camicioli R, Ellis T, Hamilton JL, Hass CJ, Almeida QJ, Inbal M, Thaler A, Shirvan J, Cedarbaum JM, Giladi N, Hausdorff JM. Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning. Mov Disord 2021; 36:2144-2155. [PMID: 33955603 DOI: 10.1002/mds.28631] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 04/10/2021] [Accepted: 04/12/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND It is not clear how specific gait measures reflect disease severity across the disease spectrum in Parkinson's disease (PD). OBJECTIVE To identify the gait and mobility measures that are most sensitive and reflective of PD motor stages and determine the optimal sensor location in each disease stage. METHODS Cross-sectional wearable-sensor records were collected in 332 patients with PD (Hoehn and Yahr scale I-III) and 100 age-matched healthy controls. Sensors were adhered to the participant's lower back, bilateral ankles, and wrists. Study participants walked in a ~15-meter corridor for 1 minute under two walking conditions: (1) preferred, usual walking speed and (2) walking while engaging in a cognitive task (dual-task). A subgroup (n = 303, 67% PD) also performed the Timed Up and Go test. Multiple machine-learning feature selection and classification algorithms were applied to discriminate between controls and PD and between the different PD severity stages. RESULTS High discriminatory values were found between motor disease stages with mean sensitivity in the range 72%-83%, specificity 69%-80%, and area under the curve (AUC) 0.76-0.90. Measures from upper-limb sensors best discriminated controls from early PD, turning measures obtained from the trunk sensor were prominent in mid-stage PD, and stride timing and regularity were discriminative in more advanced stages. CONCLUSIONS Applying machine-learning to multiple, wearable-derived features reveals that different measures of gait and mobility are associated with and discriminate distinct stages of PD. These disparate feature sets can augment the objective monitoring of disease progression and may be useful for cohort selection and power analyses in clinical trials of PD. © 2021 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Anat Mirelman
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Mor Ben Or Frank
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel
| | | | | | - Alice Nieuwboer
- Department of Rehabilitation Science, KU Leuven, Neuromotor Rehabilitation Research Group, Leuven, Belgium
| | - Lynn Rochester
- Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK
| | - Silvia Del Din
- Institute of Neuroscience, Newcastle University Institute for Ageing, Newcastle University, Newcastle upon Tyne, UK
| | - Laura Avanzino
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.,IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy
| | - Elisa Pelosin
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal Child Health (DINOGMI), University of Genoa, Genoa, Italy.,IRCCS Policlinico San Martino Teaching Hospital, Genoa, Italy
| | - Bastiaan R Bloem
- Department of Neurology, Radboud University Medical Center; Donders Institute for Brain, Cognition and Behavior, Nijmegen, The Netherlands
| | - Ugo Della Croce
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Andrea Cereatti
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy.,Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - Paolo Bonato
- Department of Physical Medicine & Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
| | - Richard Camicioli
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Theresa Ellis
- Department of Physical Therapy & Athletic Training, Boston University, Boston, Massachusetts, USA
| | - Jamie L Hamilton
- Michael J. Fox Foundation for Parkinson's Research, New York, New York, USA
| | - Chris J Hass
- College of Health & Human Performance, Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida, USA
| | - Quincy J Almeida
- Movement Disorders Research & Rehabilitation Centre, Wilfrid Laurier University, Waterloo, Canada
| | - Maidan Inbal
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Avner Thaler
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | | | - Jesse M Cedarbaum
- Coeruleus Clinical Sciences, Woodbridge, Connecticut, USA.,Yale University School of Medicine, New Haven, Connecticut, USA
| | - Nir Giladi
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Jeffrey M Hausdorff
- Laboratory for Early Markers Of Neurodegeneration (LEMON), Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Medical Center, Tel Aviv, Israel.,Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Department of Physical Therapy, Tel Aviv University, Tel Aviv, Israel.,Department of Orthopedic Surgery, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
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The impact of COVID-19 on the cell and gene therapies industry: Disruptions, opportunities, and future prospects. Drug Discov Today 2021; 26:2269-2281. [PMID: 33892148 PMCID: PMC8057929 DOI: 10.1016/j.drudis.2021.04.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 03/20/2021] [Accepted: 04/13/2021] [Indexed: 12/26/2022]
Abstract
Coronavirus 2019 (COVID-19) has caused significant disruption to the cell and gene therapy (CGT) industry, which has historically faced substantial complexities in supply of materials, and manufacturing and logistics processes. As decision-makers shifted their priorities to COVID-19-related issues, the challenges in market authorisation, and price and reimbursement of CGTs were amplified. Nevertheless, it is encouraging to see that some CGT developers are adapting their efforts toward the development of promising COVID-19-related therapeutics and vaccines. Manufacturing resilience, digitalisation, telemedicine, value-based pricing, and innovative payment mechanisms will be increasingly harnessed to ensure that market access of CGTs is not severely disrupted.
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43
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Porter AB, Chukwueke UN, Mammoser AG, Friday B, Hervey-Jumper S. Delivering Equitable Care to Underserved Neuro-oncology Populations. Am Soc Clin Oncol Educ Book 2021; 41:1-9. [PMID: 33830829 DOI: 10.1200/edbk_320803] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
It is widely recognized that subspecialized multidisciplinary care improves neuro-oncology outcomes. Optimizing patient outcomes relies on the expertise of the treating physicians, neuroradiology and neuropathology, and supportive services familiar with common neurologic syndromes that occur after brain tumor diagnosis and treatment. Despite an increasing number of providers, patient access to specialized multidisciplinary care and clinical trials remains limited. Barriers to equitable health care exist across the United States, with marginalized communities being impacted disproportionately. Such disparity causes increased morbidity and mortality for patients from backgrounds with various elements of diversity. Limited attention to this inequity has resulted in an incomplete understanding of the spectrum of experiences that patients with neuro-oncologic diseases encounter. Clinical trials represent the highest standard and quality of care in medicine, but inclusion of under-represented and underserved groups consistently lags behind counterpart participants from majority racial and ethnic groups. Through provider education as it pertains to issues from bias and health literacy to increasing clinical trial enrollment and offering opportunities through telemedicine, opportunities for improving access to high-quality neuro-oncologic care are explored.
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44
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Mirelman A, Dorsey ER, Brundin P, Bloem BR. Using Technology to Reshape Clinical Care and Research in Parkinson's Disease. JOURNAL OF PARKINSONS DISEASE 2021; 11:S1-S3. [PMID: 33612498 DOI: 10.3233/jpd-219002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Anat Mirelman
- Laboratory for Early Markers Of Neurodegeneration, Center for The Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv Israel.,Sackler Faculty of Medicine, and Sagol School of Neuroscience, Tel Aviv University, Israel
| | - E Ray Dorsey
- Department of Neurology, Centre for Health + Technology, University of Rochester Medical Centre, Rochester, New York, USA
| | - Patrik Brundin
- Laboratory of Translational Parkinson's Disease Research, Center for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI, USA
| | - Bastiaan R Bloem
- Department of Neurology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands.,Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
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