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1.
J Huntingtons Dis ; 2024 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-38701155

RESUMEN

Background: Direct-to-participant online reporting facilitates the conduct of clinical research by increasing access and clinically meaningful patient engagement. Objective: We assessed feasibility of online data collection from adults with diagnosed Huntington's disease (HD) who directly reported their problems and impact in their own words. Methods: Data were collected online from consenting United States residents who self-identified as 1) having been diagnosed with Huntington's disease, 2) able to ambulate independently, and 3) self-sufficient for most daily needs. Data for this pilot study were collected using the Huntington Study Group myHDstory online research platform. The Huntington Disease Patient Report of Problems (HD-PROP), an open-ended questionnaire, was used to capture verbatim bothersome problems and functional impact. Natural language processing, human-in-the-loop curation of verbatim reports involving clinical and experience experts, and machine learning classified verbatim-reports into clinically meaningful symptoms. Results: All 8 questionnaires in the online pilot study were completed by 345 participants who were 60.9% men, 34.5±9.9 (mean±SD) years old, and 9.5±8.4 years since HD diagnosis. Racial self-identification was 46.4% Caucasian, 28.7% African American, 15.4% American Indian/Alaska Native, and 9.5% other. Accuracy of verbatim classification was 99%. Non-motor problems were the most frequently reported symptoms; depression and cognitive impairment were the most common. Conclusions: Online research participation was feasible for a diverse cohort of adults who self-reported an HD diagnosis and predominantly non-motor symptoms related to mood and cognition. Online research tools can help inform what bothers HD patients, identify clinically meaningful outcomes, and facilitate participation by diverse and under-represented populations.

2.
J Parkinsons Dis ; 2024 Apr 21.
Artículo en Inglés | MEDLINE | ID: mdl-38669556

RESUMEN

Parkinson's disease (PD) carries substantial psychosocial burden. Using a database of responses by people with PD reporting up to five "most bothersome problems," we identified 225 fear-based verbatims, which were organized using the framework method into 26 categories. Commonly-reported fears included uncertainty of progression (n = 60, 26.7%), fear of future cognitive impairment (n = 24, 10.7%) and fear of becoming a burden on others (n = 23, 10.2%). Fears in PD are wide-ranging and can constitute the most bothersome aspect of the condition. These data can be used to design interventions to lessen the psychosocial burden of PD.

3.
Mov Disord ; 39(4): 706-714, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38318953

RESUMEN

BACKGROUND: Early identification of subjective cognitive complaints (SCC) in Parkinson's disease (PD) may improve patient care if it predicts cognition-related functional impairment (CFI). OBJECTIVES: The aim was to determine the cross-sectional and longitudinal association between SCC and CFI in PD. METHODS: Data were obtained from Fox Insight, an online longitudinal study that collects PD patient-reported outcomes. Participants completed a PD Patient Report of Problems that asked participants for their five most bothersome disease problems. SCCs were placed into eight categories through human-in-the-loop curation and classification. CFI had a Penn Parkinson's Daily Activities Questionnaire (PDAQ-15) score ≤49. Cox proportional hazards models and Kaplan-Meier survival analyses determined if baseline SCC was associated with incident CFI. RESULTS: The PD-PROP cohort (N = 21,160) was 55.8% male, mean age was 65.9 years, and PD duration was 4.8 years. At baseline, 31.9% (N = 6750) of participants reported one or more SCCs among their five most bothersome problems, including memory (13.2%), language/word finding (12.5%), and concentration/attention (9.6%). CFI occurred in 34.7% (N = 7332) of participants. At baseline, SCC was associated with CFI (P-value <0.001). SCC at baseline was associated with incident CFI (hazard ratio [HR] = 1.58 [95% confidence interval: 1.45, 1.72], P-value <0.001), as did cognitive impairment not otherwise specified (HR = 2.31), executive abilities (HR = 1.97), memory (HR = 1.85), and cognitive slowing (HR = 1.77) (P-values <0.001). Kaplan-Meier curves showed that by year 3 an estimated 45% of participants with any SCC at baseline developed new-onset CFI. CONCLUSIONS: Self-reported bothersome cognitive complaints are associated with new-onset CFI in PD. Remote electronic assessment can facilitate widespread use of patient self-report at population scale. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Asunto(s)
Enfermedad de Parkinson , Humanos , Enfermedad de Parkinson/complicaciones , Enfermedad de Parkinson/epidemiología , Enfermedad de Parkinson/fisiopatología , Enfermedad de Parkinson/psicología , Masculino , Femenino , Anciano , Persona de Mediana Edad , Estudios Longitudinales , Estudios Transversales , Disfunción Cognitiva/epidemiología , Disfunción Cognitiva/etiología , Disfunción Cognitiva/fisiopatología , Actividades Cotidianas , Pruebas Neuropsicológicas , Cognición/fisiología
4.
Clin Park Relat Disord ; 9: 100229, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38045566

RESUMEN

Introduction: Internal tremor (IT) occurs in > 30 % of people with Parkinson's Disease (PwPD), but remains largely uninvestigated. Our objective was to describe demographic characteristics and associated symptoms in PwPD who reported IT. Methods: This was a matched case-control survey study. Data were from PwPD in the Fox Insight study who answered the Patient Report of Problems (PD-PROP) assessment, a series of open-ended questions that asks people to report in their own words their most bothersome PD-related problems. Cases were those who reported IT ≥ 1 times compared with PwPD controls who did not report IT and were matched 1:3 by age and disease duration. Results: 243 PwPD reported IT as a bothersome problem. Mean (SD) age of cases was 64.9 (9.4) years and disease duration was 3.8 (4.0) years. The proportion of women was greater among cases compared to controls (74 % vs 47 %, p < 0.0001). External tremor as a PD-PROP symptom was reported by 98 % cases and 48 % controls (p < 0.0001). Several non-motor symptoms were more common among cases than controls, including anxiety (35 % vs 20 %), fatigue (41 % vs 31 %), and pain (57 % vs 37 %). The odds of IT was significantly higher in women when adjusting for anxiety and motor experiences of daily living score (OR 3.07, 95 %CI 2.14-4.41, p < 0.0001). Conclusion: PwPD with IT report a range of associated symptoms, including external tremor, anxiety, and pain. Sex differences in the experience of IT may exist. Studies of IT are needed to understand its etiology and inform clinical care.

5.
J Parkinsons Dis ; 13(5): 757-767, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37334615

RESUMEN

BACKGROUND: Free-text, verbatim replies in the words of people with Parkinson's disease (PD) have the potential to provide unvarnished information about their feelings and experiences. Challenges of processing such data on a large scale are a barrier to analyzing verbatim data collection in large cohorts. OBJECTIVE: To develop a method for curating responses from the Parkinson's Disease Patient Report of Problems (PD-PROP), open-ended questions that asks people with PD to report their most bothersome problems and associated functional consequences. METHODS: Human curation, natural language processing, and machine learning were used to develop an algorithm to convert verbatim responses to classified symptoms. Nine curators including clinicians, people with PD, and a non-clinician PD expert classified a sample of responses as reporting each symptom or not. Responses to the PD-PROP were collected within the Fox Insight cohort study. RESULTS: Approximately 3,500 PD-PROP responses were curated by a human team. Subsequently, approximately 1,500 responses were used in the validation phase; median age of respondents was 67 years, 55% were men and median years since PD diagnosis was 3 years. 168,260 verbatim responses were classified by machine. Accuracy of machine classification was 95% on a held-out test set. 65 symptoms were grouped into 14 domains. The most frequently reported symptoms at first report were tremor (by 46% of respondents), gait and balance problems (>39%), and pain/discomfort (33%). CONCLUSION: A human-in-the-loop method of curation provides both accuracy and efficiency, permitting a clinically useful analysis of large datasets of verbatim reports about the problems that bother PD patients.


Asunto(s)
Enfermedad de Parkinson , Masculino , Humanos , Anciano , Femenino , Enfermedad de Parkinson/complicaciones , Enfermedad de Parkinson/diagnóstico , Estudios de Cohortes , Temblor , Algoritmos , Aprendizaje Automático
6.
Brain ; 146(1): 42-49, 2023 01 05.
Artículo en Inglés | MEDLINE | ID: mdl-36343661

RESUMEN

Mitochondria are a culprit in the onset of Parkinson's disease, but their role during disease progression is unclear. Here we used Cox proportional hazards models to exam the effect of variation in the mitochondrial genome on longitudinal cognitive and motor progression over time in 4064 patients with Parkinson's disease. Mitochondrial macro-haplogroup was associated with reduced risk of cognitive disease progression in the discovery and replication population. In the combined analysis, patients with the super macro-haplogroup J, T, U# had a 41% lower risk of cognitive progression with P = 2.42 × 10-6 compared to those with macro-haplogroup H. Exploratory analysis indicated that the common mitochondrial DNA variant, m.2706A>G, was associated with slower cognitive decline with a hazard ratio of 0.68 (95% confidence interval 0.56-0.81) and P = 2.46 × 10-5. Mitochondrial haplogroups were not appreciably linked to motor progression. This initial genetic survival study of the mitochondrial genome suggests that mitochondrial haplogroups may be associated with the pace of cognitive progression in Parkinson's disease over time.


Asunto(s)
Enfermedad de Parkinson , Humanos , Enfermedad de Parkinson/genética , Enfermedad de Parkinson/epidemiología , Haplotipos , Mitocondrias/genética , ADN Mitocondrial/genética , Progresión de la Enfermedad , Cognición
7.
J Parkinsons Dis ; 12(6): 1969-1978, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35694935

RESUMEN

BACKGROUND: The Parkinson's Disease Patient Report of Problems (PD-PROP) captures the problems and functional impact that patients report verbatim. Online research participation and advances in language analysis have enabled longitudinal collection and classification of symptoms as trial outcomes. OBJECTIVE: Analyze verbatim reports longitudinally to examine postural-instability symptoms as 1) precursors of subsequent falling and 2) newly occurring symptoms that could serve as outcome measures in randomized controlled trials. METHODS: Problems reported by >25,000 PD patients in their own words were collected online in the Fox Insight observational study and classified into symptoms by natural language processing, clinical curation, and machine learning. Symptoms of gait, balance, falling, and freezing and associated reports of having fallen in the last month were analyzed over three years of longitudinal observation by a Cox regression model in a cohort of 8,287 participants. New onset of gait, balance, falling, and freezing symptoms was analyzed by Kaplan-Meier survival techniques in 4,119 participants who had not previously reported these symptoms. RESULTS: Classified verbatim symptoms of postural instability were significant precursors of subsequent falling among participants who were older, female, and had longer PD duration. New onset of symptoms steadily increased and informed sample size estimates for clinical trials to reduce the onset of these symptoms. CONCLUSION: The tools to analyze symptoms reported by PD patients in their own words and capacity to enroll large numbers of research participants online support the feasibility and statistical power for conducting randomized clinical trials to detect effects of therapeutic interventions.


Asunto(s)
Trastornos Neurológicos de la Marcha , Enfermedad de Parkinson , Femenino , Marcha , Humanos , Estudios Longitudinales , Enfermedad de Parkinson/complicaciones , Equilibrio Postural
8.
Am J Hum Genet ; 109(5): 885-899, 2022 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-35325614

RESUMEN

Genome-wide association studies (GWASs) of Huntington disease (HD) have identified six DNA maintenance gene loci (among others) as modifiers and implicated a two step-mechanism of pathogenesis: somatic instability of the causative HTT CAG repeat with subsequent triggering of neuronal damage. The largest studies have been limited to HD individuals with a rater-estimated age at motor onset. To capitalize on the wealth of phenotypic data in several large HD natural history studies, we have performed algorithmic prediction by using common motor and cognitive measures to predict age at other disease landmarks as additional phenotypes for GWASs. Combined with imputation with the Trans-Omics for Precision Medicine reference panel, predictions using integrated measures provided objective landmark phenotypes with greater power to detect most modifier loci. Importantly, substantial differences in the relative modifier signal across loci, highlighted by comparing common modifiers at MSH3 and FAN1, revealed that individual modifier effects can act preferentially in the motor or cognitive domains. Individual components of the DNA maintenance modifier mechanisms may therefore act differentially on the neuronal circuits underlying the corresponding clinical measures. In addition, we identified additional modifier effects at the PMS1 and PMS2 loci and implicated a potential second locus on chromosome 7. These findings indicate that broadened discovery and characterization of HD genetic modifiers based on additional quantitative or qualitative phenotypes offers not only the promise of in-human validated therapeutic targets but also a route to dissecting the mechanisms and cell types involved in both the somatic instability and toxicity components of HD pathogenesis.


Asunto(s)
Enfermedad de Huntington , Cognición , ADN , Estudio de Asociación del Genoma Completo , Humanos , Proteína Huntingtina/genética , Enfermedad de Huntington/genética , Enfermedad de Huntington/patología , Expansión de Repetición de Trinucleótido
9.
JAMA ; 326(10): 926-939, 2021 09 14.
Artículo en Inglés | MEDLINE | ID: mdl-34519802

RESUMEN

Importance: Urate elevation, despite associations with crystallopathic, cardiovascular, and metabolic disorders, has been pursued as a potential disease-modifying strategy for Parkinson disease (PD) based on convergent biological, epidemiological, and clinical data. Objective: To determine whether sustained urate-elevating treatment with the urate precursor inosine slows early PD progression. Design, Participants, and Setting: Randomized, double-blind, placebo-controlled, phase 3 trial of oral inosine treatment in early PD. A total of 587 individuals consented, and 298 with PD not yet requiring dopaminergic medication, striatal dopamine transporter deficiency, and serum urate below the population median concentration (<5.8 mg/dL) were randomized between August 2016 and December 2017 at 58 US sites, and were followed up through June 2019. Interventions: Inosine, dosed by blinded titration to increase serum urate concentrations to 7.1-8.0 mg/dL (n = 149) or matching placebo (n = 149) for up to 2 years. Main Outcomes and Measures: The primary outcome was rate of change in the Movement Disorder Society Unified Parkinson Disease Rating Scale (MDS-UPDRS; parts I-III) total score (range, 0-236; higher scores indicate greater disability; minimum clinically important difference of 6.3 points) prior to dopaminergic drug therapy initiation. Secondary outcomes included serum urate to measure target engagement, adverse events to measure safety, and 29 efficacy measures of disability, quality of life, cognition, mood, autonomic function, and striatal dopamine transporter binding as a biomarker of neuronal integrity. Results: Based on a prespecified interim futility analysis, the study closed early, with 273 (92%) of the randomized participants (49% women; mean age, 63 years) completing the study. Clinical progression rates were not significantly different between participants randomized to inosine (MDS-UPDRS score, 11.1 [95% CI, 9.7-12.6] points per year) and placebo (MDS-UPDRS score, 9.9 [95% CI, 8.4-11.3] points per year; difference, 1.26 [95% CI, -0.59 to 3.11] points per year; P = .18). Sustained elevation of serum urate by 2.03 mg/dL (from a baseline level of 4.6 mg/dL; 44% increase) occurred in the inosine group vs a 0.01-mg/dL change in serum urate in the placebo group (difference, 2.02 mg/dL [95% CI, 1.85-2.19 mg/dL]; P<.001). There were no significant differences for secondary efficacy outcomes including dopamine transporter binding loss. Participants randomized to inosine, compared with placebo, experienced fewer serious adverse events (7.4 vs 13.1 per 100 patient-years) but more kidney stones (7.0 vs 1.4 stones per 100 patient-years). Conclusions and Relevance: Among patients recently diagnosed as having PD, treatment with inosine, compared with placebo, did not result in a significant difference in the rate of clinical disease progression. The findings do not support the use of inosine as a treatment for early PD. Trial Registration: ClinicalTrials.gov Identifier: NCT02642393.


Asunto(s)
Progresión de la Enfermedad , Inosina/uso terapéutico , Enfermedad de Parkinson/tratamiento farmacológico , Ácido Úrico/sangre , Anciano , Biomarcadores/sangre , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/deficiencia , Método Doble Ciego , Femenino , Humanos , Inosina/efectos adversos , Cálculos Renales/inducido químicamente , Masculino , Persona de Mediana Edad , Enfermedad de Parkinson/sangre , Enfermedad de Parkinson/fisiopatología , Índice de Severidad de la Enfermedad , Insuficiencia del Tratamiento
10.
J Parkinsons Dis ; 11(4): 1957-1964, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34250951

RESUMEN

BACKGROUND: Postural instability is an intractable sign of Parkinson's disease, associated with poor disease prognosis, fall risk, and decreased quality of life. OBJECTIVE: 1) Characterize verbatim reports of postural instability and associated symptoms (gait disorder, balance, falling, freezing, and posture), 2) compare reports with responses to three pre-specified questions from Part II of the Movement Disorder Society Unified Parkinson Disease Rating Scale (MDS-UPDRS), and 3) examine postural instability symptoms and MDS-UPDRS responses as predictors of future falls. METHODS: Fox Insight research participants reported their problems attributed to PD in their own words using the Parkinson Disease Patient Reports of Problems (PD-PROP). Natural language processing, clinical curation, and data mining techniques were applied to classify text into problem domains and clinically-curated symptoms. Baseline postural instability symptoms were mapped to MDS-UPDRS questions 2.11-2.13. T-tests and chi-square tests were used to compare postural instability reporters and non-reporters, and Cochran-Armitage trend tests were used to evaluate associations between PD-PROP and MDS-UPDRS responses; survival methods were utilized to evaluate the predictive utility of PD-PROP and MDS-UPDRS responses in time-to-fall analyses. RESULTS: Of participants within 10 years of PD diagnosis, 9,692 (56.0%) reported postural instability symptoms referable to gait unsteadiness, balance, falling, freezing, or posture at baseline. Postural instability symptoms were significantly associated with patient-reported measures from the MDS-UPDRS questions. Balance problems reported on PD-PROP and MDS-UPDRS 2.11-2.13 measures were predictive of future falls. CONCLUSION: Verbatim-reported problems captured by the PD-PROP and categorized by natural language processing and clinical curation and MDS-UPDRS responses predicted falls. The PD-PROP output was more granular than, and as informative as, the categorical responses.


Asunto(s)
Accidentes por Caídas , Enfermedad de Parkinson , Equilibrio Postural , Accidentes por Caídas/estadística & datos numéricos , Humanos , Enfermedad de Parkinson/fisiopatología , Medición de Resultados Informados por el Paciente , Equilibrio Postural/fisiología , Valor Predictivo de las Pruebas
11.
Nat Genet ; 53(6): 787-793, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33958783

RESUMEN

A key driver of patients' well-being and clinical trials for Parkinson's disease (PD) is the course that the disease takes over time (progression and prognosis). To assess how genetic variation influences the progression of PD over time to dementia, a major determinant for quality of life, we performed a longitudinal genome-wide survival study of 11.2 million variants in 3,821 patients with PD over 31,053 visits. We discover RIMS2 as a progression locus and confirm this in a replicate population (hazard ratio (HR) = 4.77, P = 2.78 × 10-11), identify suggestive evidence for TMEM108 (HR = 2.86, P = 2.09 × 10-8) and WWOX (HR = 2.12, P = 2.37 × 10-8) as progression loci, and confirm associations for GBA (HR = 1.93, P = 0.0002) and APOE (HR = 1.48, P = 0.001). Polygenic progression scores exhibit a substantial aggregate association with dementia risk, while polygenic susceptibility scores are not predictive. This study identifies a novel synaptic locus and polygenic score for cognitive disease progression in PD and proposes diverging genetic architectures of progression and susceptibility.


Asunto(s)
Cognición , Progresión de la Enfermedad , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Herencia Multifactorial/genética , Enfermedad de Parkinson/genética , Enfermedad de Parkinson/patología , Sinapsis/genética , Apolipoproteína E4/genética , Trastornos del Conocimiento/genética , Predisposición Genética a la Enfermedad , Glucosilceramidasa/genética , Humanos , Estudios Longitudinales , Mutación/genética , Enfermedad de Parkinson/fisiopatología , Modelos de Riesgos Proporcionales , Factores de Riesgo , Análisis de Supervivencia
12.
Ann Clin Transl Neurol ; 8(2): 308-320, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33350601

RESUMEN

OBJECTIVE: The expanding power and accessibility of personal technology provide an opportunity to reduce burdens and costs of traditional clinical site-centric therapeutic trials in Parkinson's disease and generate novel insights. The value of this approach has never been more evident than during the current COVID-19 pandemic. We sought to (1) establish and implement the infrastructure for longitudinal, virtual follow-up of clinical trial participants, (2) compare changes in smartphone-based assessments, online patient-reported outcomes, and remote expert assessments, and (3) explore novel digital markers of Parkinson's disease disability and progression. METHODS: Participants from two recently completed phase III clinical trials of inosine and isradipine enrolled in Assessing Tele-Health Outcomes in Multiyear Extensions of Parkinson's Disease trials (AT-HOME PD), a two-year virtual cohort study. After providing electronic informed consent, individuals complete annual video visits with a movement disorder specialist, smartphone-based assessments of motor function and socialization, and patient-reported outcomes online. RESULTS: From the two clinical trials, 226 individuals from 42 states in the United States and Canada enrolled. Of these, 181 (80%) have successfully downloaded the study's smartphone application and 161 (71%) have completed patient-reported outcomes on the online platform. INTERPRETATION: It is feasible to conduct a large-scale, international virtual observational study following the completion of participation in brick-and-mortar clinical trials in Parkinson's disease. This study, which brings research to participants, will compare established clinical endpoints with novel digital biomarkers and thereby inform the longitudinal follow-up of clinical trial participants and design of future clinical trials.


Asunto(s)
Aplicaciones Móviles , Enfermedad de Parkinson/fisiopatología , Medición de Resultados Informados por el Paciente , Proyectos de Investigación , Teléfono Inteligente , Telemedicina , Comunicación por Videoconferencia , COVID-19 , Canadá , Ensayos Clínicos como Asunto , Progresión de la Enfermedad , Estudios de Seguimiento , Humanos , Estudios Longitudinales , SARS-CoV-2 , Estados Unidos
13.
Innov Clin Neurosci ; 17(1-3): 14-19, 2020 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-32547841

RESUMEN

The International Society for Central Nervous System Clinical Trials and Methodology (ISCTM) partnered with the Michael J. Fox Foundation for Parkinson's Research to hold a joint session on innovation in Parkinson's disease research at the ISCTM 14th Annual Scientific Meeting held February 20 to 22, 2018 in Washington, D.C. The session focused on (1) biomarkers and outcomes measures in Parkinson's disease clinical trials; 2) clinical trial designs, outcomes, and statistical approaches; and 3) the path forward. This paper aims to summarize key takeaways from the session presenters, panelists, and audience members.

14.
J Parkinsons Dis ; 10(3): 1239-1243, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32417797

RESUMEN

Parkinson's disease (PD) patients experience a range of non-motor symptoms that are believed to be related to disease pathophysiology, many of which are treatable by medications. Among newly-diagnosed PD participants in the Parkinson's Progression Markers Initiative study, we describe (1) the frequency of medication use for common non-motor symptoms, and (2) when non-motor symptomatic treatment was initiated relative to PD diagnosis. Non-motor medication use was reported by 73% of participants, most commonly for depression, constipation, and anxiety. Treatment of some non-motor symptoms, notably depression, antedated diagnosis. These data may be useful for studies of non-motor symptoms in PD.


Asunto(s)
Ansiedad/tratamiento farmacológico , Estreñimiento/tratamiento farmacológico , Depresión/tratamiento farmacológico , Progresión de la Enfermedad , Enfermedad de Parkinson/complicaciones , Trastornos del Sueño-Vigilia/tratamiento farmacológico , Anciano , Ansiedad/etiología , Estreñimiento/etiología , Depresión/etiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Enfermedad de Parkinson/diagnóstico , Trastornos del Sueño-Vigilia/etiología , Factores de Tiempo
15.
J Parkinsons Dis ; 10(3): 855-873, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32444562

RESUMEN

Phenotype is the set of observable traits of an organism or condition. While advances in genetics, imaging, and molecular biology have improved our understanding of the underlying biology of Parkinson's disease (PD), clinical phenotyping of PD still relies primarily on history and physical examination. These subjective, episodic, categorical assessments are valuable for diagnosis and care but have left gaps in our understanding of the PD phenotype. Sensors can provide objective, continuous, real-world data about the PD clinical phenotype, increase our knowledge of its pathology, enhance evaluation of therapies, and ultimately, improve patient care. In this paper, we explore the concept of deep phenotyping-the comprehensive assessment of a condition using multiple clinical, biological, genetic, imaging, and sensor-based tools-for PD. We discuss the rationale for, outline current approaches to, identify benefits and limitations of, and consider future directions for deep clinical phenotyping.


Asunto(s)
Marcha/fisiología , Enfermedad de Parkinson/fisiopatología , Enfermedad de Parkinson/terapia , Fenotipo , Sistema Nervioso Autónomo/fisiopatología , Predicción , Humanos , Sueño/fisiología
16.
J Parkinsons Dis ; 10(2): 665-675, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32250321

RESUMEN

BACKGROUND: Clinical research in Parkinson's disease (PD) faces practical and ethical challenges due to two interrelated problems: participant under-recruitment and lack of diversity. Fox Insight (FI) is a web-based longitudinal study collecting patient-reported outcomes and genetic data worldwide to inform therapeutic studies. FI's online platform provides an opportunity to evaluate online strategies for recruiting large, diverse research cohorts. OBJECTIVE: This project aimed to determine 1) whether FI's digital marketing was associated with increased enrollment overall and from under-represented patient groups, compared to traditional recruitment methods; 2) the clinical and demographic characteristics of samples recruited online, and 3) the cost of this online recruitment. METHOD: FI recruitment during a 6-week baseline period without digital promotion was compared to recruitment during several periods of digital outreach. Separate online recruiting intervals included general online study promotion and unique Facebook and Google ad campaigns targeting under-represented subgroups: early PD, late/advanced PD, and residents of underrepresented/rural geographic areas. RESULTS: Early PD, late PD, and geotargeting campaigns enrolled more individuals in their respective cohorts compared to baseline. All online campaigns also yielded greater total FI enrollment, attracting more participants who were non-White, Hispanic, older, female, and had lower educational attainment and income, and more medical comorbidities. Cost per new participant ranged from $21 (Facebook) to $108 (Google). CONCLUSION: Digital marketing may allow researchers to increase, accelerate, and diversify recruitment for PD clinical studies, by tailoring digital ads to target PD cohort characteristics.


Asunto(s)
Investigación Biomédica , Diversidad Cultural , Internet , Comercialización de los Servicios de Salud , Grupos Minoritarios , Enfermedad de Parkinson , Selección de Paciente , Medios de Comunicación Sociales , Adulto , Anciano , Anciano de 80 o más Años , Investigación Biomédica/economía , Investigación Biomédica/ética , Investigación Biomédica/normas , Femenino , Humanos , Internet/economía , Estudios Longitudinales , Masculino , Comercialización de los Servicios de Salud/economía , Comercialización de los Servicios de Salud/normas , Persona de Mediana Edad , Medición de Resultados Informados por el Paciente , Selección de Paciente/ética , Medios de Comunicación Sociales/economía , Adulto Joven
17.
Biol Psychiatry ; 87(9): 857-865, 2020 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-32087949

RESUMEN

BACKGROUND: Huntington's disease (HD) is an inherited neurodegenerative disorder caused by an expanded CAG repeat in the HTT gene. It is diagnosed following a standardized examination of motor control and often presents with cognitive decline and psychiatric symptoms. Recent studies have detected genetic loci modifying the age at onset of motor symptoms in HD, but genetic factors influencing cognitive and psychiatric presentations are unknown. METHODS: We tested the hypothesis that psychiatric and cognitive symptoms in HD are influenced by the same common genetic variation as in the general population by 1) constructing polygenic risk scores from large genome-wide association studies of psychiatric and neurodegenerative disorders and of intelligence and 2) testing for correlation with the presence of psychiatric and cognitive symptoms in a large sample (n = 5160) of patients with HD. RESULTS: Polygenic risk score for major depression was associated specifically with increased risk of depression in HD, as was schizophrenia risk score with psychosis and irritability. Cognitive impairment and apathy were associated with reduced polygenic risk score for intelligence. CONCLUSIONS: Polygenic risk scores for psychiatric disorders, particularly depression and schizophrenia, are associated with increased risk of the corresponding psychiatric symptoms in HD, suggesting a common genetic liability. However, the genetic liability to cognitive impairment and apathy appears to be distinct from other psychiatric symptoms in HD. No associations were observed between HD symptoms and risk scores for other neurodegenerative disorders. These data provide a rationale for treatments effective in depression and schizophrenia to be used to treat depression and psychotic symptoms in HD.


Asunto(s)
Enfermedad de Huntington , Trastornos Psicóticos , Cognición , Estudio de Asociación del Genoma Completo , Humanos , Enfermedad de Huntington/complicaciones , Enfermedad de Huntington/genética , Trastornos Psicóticos/complicaciones , Trastornos Psicóticos/genética , Factores de Riesgo
18.
Ther Innov Regul Sci ; 54(1): 232-239, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-32008239

RESUMEN

BACKGROUND: Confirmatory phase III trials aim to provide decisive evidence about a medical product's safety and efficacy. Although these trials are planned and conducted based on accumulated knowledge, they are not without risk or uncertainty. A trial prematurely concluding contributes to great loss in both financial and human research resources. METHODS: We categorized and evaluated trials concluded prematurely after recruitment had begun, as registered in Clinical Trials.gov between January 2013 and August 2017. RESULTS: We found 9828 registered interventional phase III trials; of those, 320 were concluded prematurely. Many clinical trials were concluded prematurely for reasons related to reducing participant risk, such as interim stopping for safety, efficacy, or futility. Yet, 70% trials were halted for other reasons, such as insufficient recruitment (the most often cited reason) or unspecified business decisions. Of all prematurely concluded trials, 102 trials evaluated 72 different novel therapeutics; in 66.7% of these trials, the clinical development program was stopped entirely. Most of the prematurely concluded trials (78%) had not provided results to ClinicalTrials.gov at the time of this analysis. CONCLUSIONS: Evaluation of the factors that influence premature conclusion could inform solutions for improving research participation and help ensure trial completion. Registering and reporting results acknowledges the voluntary contribution and consent expectations of research participants.


Asunto(s)
Ensayos Clínicos Fase III como Asunto , Terminación Anticipada de los Ensayos Clínicos/estadística & datos numéricos , Humanos
19.
J Parkinsons Dis ; 10(2): 677-691, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31958097

RESUMEN

BACKGROUND: Online tools for data collection could be of value in patient-oriented research. The Fox Insight (FI) study collects data online from individuals with self-reported Parkinson's disease (PD). Comparing the FI cohort to other cohorts assessed through more traditional (in-person) observational research studies would inform the representativeness and utility of FI data. OBJECTIVE: To compare self-reported demographic characteristics, symptoms, medical history, and PD medication use of the FI PD cohort to other recent observational research study cohorts assessed with in-person visits. METHODS: The FI PD cohort (n = 12,654) was compared to 3 other cohorts, selected based on data accessibility and breadth of assessments: Parkinson's Progression Markers Initiative (PPMI; PD n = 422), Parkinson's Disease Biomarker Program (PDBP; n = 700), and PD participants in the LRRK2 consortium without LRRK2 mutations (n = 508). Demographics, motor and non-motor assessments, and medications were compared across cohorts. Where available, identical items on surveys and assessments were compared; otherwise, expert opinion was used to determine comparable definitions for a given variable. RESULTS: The proportion of females was significantly higher in FI (45.56%) compared to PPMI (34.36%) and PDBP (35.71%). The FI cohort had greater educational attainment as compared to all other cohorts. Overall, prevalence of difficulties with motor experiences of daily living and non-motor symptoms in the FI cohort was similar to other cohorts, with only a few significant differences that were generally small in magnitude. Missing data were rare for the FI cohort, except on a few variables. DISCUSSION: Patterns of responses to patient-reported assessments obtained online on the PD cohort of the FI study were similar to PD cohorts assessed in-person.


Asunto(s)
Internet , Estudios Observacionales como Asunto , Enfermedad de Parkinson , Medición de Resultados Informados por el Paciente , Autoinforme , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Observacionales como Asunto/estadística & datos numéricos , Enfermedad de Parkinson/diagnóstico , Enfermedad de Parkinson/epidemiología , Autoinforme/estadística & datos numéricos , Adulto Joven
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