Neurology Commons^™

The Experiences Of Autistic Doctors: A Cross-Sectional Study, Sebastian C.K. Shaw, Alexander Fossi, Laura A. Carravallah, Kai Rabenstein, Wendy Ross, Mary Doherty

Jefferson Autism Center of Excellence Faculty Papers

Introduction: Medicine may select for autistic characteristics. As awareness and diagnosis of autism are growing, more medical students and doctors may be discovering they are autistic. No studies have explored the experiences of autistic doctors. This study aimed to fill that gap.

Methods: This is a cross-sectional study. A participatory approach was used to identify the need for the project and to modify a pre-existing survey for use exploring the experiences of autistic doctors.

Results: We received 225 responses. 64% had a formal diagnosis of autism. The mean age of receiving a formal diagnosis was 36 (range 3–61). Most were …

Hippocampal Volume And The Detection Of Mild Cognitive Impairment In An Older Adult Population: Assessing Performance On Cognitive Screeners Administered In-Person And Electronically, Kristen Fabrizi

Dissertations

The present study investigated how performance on in-person and electronic neuropsychological assessment measures predicted subcortical hippocampal volume and cognitive decline consistent with mild cognitive impairment. It was hypothesized that the Montreal Cognitive Assessment would display better predictive strength than the Cogstate Brief Battery when evaluating subcortical hippocampal volume measured via structural magnetic resonance imaging. It was further hypothesized that the Montreal Cognitive Assessment would be more sensitive to predicting group membership to the diagnostic classification of mild cognitive impairment compared to the Cogstate Brief Battery. The sample included 445 older adult participants selected from the Alzheimer’s Disease Neuroimaging Initiative 3. …

Neurocognitive Dysfunction With Neuronal Injury In People With Hiv On Long-Duration Antiretroviral Therapy, Cynthia Mcmahan, Devon K Dietrich, Elizabeth F Horne, Erin Kelly, Katrina Geannopoulos, Peter Selim Siyahhan Julnes, Lillian Ham, Ulisses Santamaria, Chuen-Yen Lau, Tianxia Wu, Hsing-Chuan Hsieh, Anuradha Ganesan, Catherine Berjohn, Suad Kapetanovic, Daniel S Reich, Govind Nair, Joseph Snow, Brian K Agan, Avindra Nath, Bryan R Smith

Staff and Researcher Publications

Background and objectives: Neurologic outcomes in people with HIV (PWH) on long-duration antiretroviral therapy (ART) are not fully understood, and the underlying pathophysiology is unclear. To address this, we established a cohort of such individuals and compared them with HIV-negative controls using a novel matching technique. Both groups underwent extensive cognitive testing, evaluation for psychiatric measures, and MRI and CSF analyses.

Methods: Participants underwent comprehensive neuropsychological testing and completed standardized questionnaires measuring depressive symptoms, perceptions of own functioning, and activities of daily living as part of an observational study. Brain MRI and lumbar puncture were optional. Coarsened Exact Matching was …

Interleukin-1 Signaling And Alcohol-Induced Cortical Dysfunction, Florence Varodayan, Amanda Pahng, Tony Davis, T. Nadav, I. Polis, C.C. Cates-Gatto, Michal Bajo, Michael D. Burkart, Scott Edwards, Amanda J. Roberts, Marisa Roberto

School of Medicine Faculty Publications

Alcoholism and Stress: A Framework for Future Treatment Strategies; Volterra, Italy; May 16-19, 2023

Dancing Through Parkinson’S: Investigating The Impact Of Argentine Tango On Motor, Cognitive And Psychosocial Function, Suraj Pothineni, Fazal Choudhary

Rowan-Virtua Research Day

Background: People with Parkinson’s Disease (PD) undergo progressive motor, cognitive, and psychosocial symptoms, which decrease their quality of life (QOL). Adapted tango (AT) has recently emerged as a promising approach to ameliorating functional mobility, balance, and gait seen in people with PD.

Methods: A comprehensive literature review is conducted using databases such as PubMed, SCOPUS, and Embase. A wide variety of search terms are used, including but not limited to Parkinson’s disease, exercise, dance, tango, motor, cognitive, psychosocial effects, freezing of gait, and balance.

Results: People with PD who have undergone AT have improved in certain motor, cognitive and psychosocial …

The Correlation Between Traumatic Brain Injury And Incarceration Among Adult Males In The United States, Shadi Shams

Rowan-Virtua Research Day

The United States has one of the largest growing prison populations in the world. A large amount of social and economic resources go towards the cost and maintenance of correctional facilities each year. Additionally, the current correctional programs are insufficient in assisting inmates with getting back to society; especially those with traumatic brain injury (TBI) who often remain undiagnosed and are usually treated unfairly in the prison system instead of receiving the appropriate help. Prior scholarly work has shown that patients in the post-TBI stage are more likely to enter the judicial system. In the recent population-based cohort study, the …

A 5-Year Clinical Course Of Phenocopy Syndrome Of Behavioral Variant Frontotemporal Dementia: Case Report And Literature Review, Joseph Melillo, Keyur Patel, Christian White

Rowan-Virtua Research Day

Frontotemporal dementia is a neurocognitive disease which affects language, behavior, or executive functioning. This disease includes a spectrum of presentations which includes multiple variants. The phenocopy syndrome of behavioral variant frontotemporal dementia is one which mimics the behavioral variant of frontotemporal dementia. Patients with this condition show a decline in personality, social conduct and cognitive ability but often display no signs of neurological imaging and exhibit slow progression. This case focuses on a now 70-year-old male who has shown signs of behavioral changes with a slowly progressive clinical course and minimal findings on PET scan, but moderate changes seen on …

Case Report: Abrupt Psychosis Or Nmda Receptor Encephalitis?, Alexis Dunn, Neelesh Parikh, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

We report a case of a 46-year-old female who was initially committed to a psychiatric facility for new onset schizophrenia symptoms. She later had an extensive workup in the hospital due to leukocytosis and was believed to have NMDA Receptor Encephalitis as the cause for her new behavioral symptoms. This case report aims to educate EM (emergency medicine) physicians to keep a broad differential diagnosis on patients who present with new onset, unprovoked psychosis later in life.

Central Pattern Generator And Control Of Breathing (Ośrodkowy Generator Wzorca I Kontrola Oddychania), Jaroslaw Richard Romaniuk

Faculty Scholarship

Fifty years ago, Clark and Euler published a model of the neural control of respiration that stimulated modern studies on the central generator of the rate and depth of breathing. These studies led to new discoveries concerning both anatomical localization and functional characteristics of respiratory central pattern generator (CPG), and as a result our knowledge has greatly changed. This article describes the history of respiratory CPG research and, more specifically, explains how studies concerning the regulation of breathing parameters affect the creation of new hypotheses and theoretical models of the neural control of respiration. Comparing studies on the generators of …

Group-Based Four-Dimensional Brain Mapping Of Executive Control, Matthew T. Brennan, Kazuki Sakakura Md, Masaki Sonoda Md, Phd, Aimee Luat Md, Neena Marupudi, Sandeep Sood Md, Eishi Asano Md, Phd

Medical Student Research Symposium

Rationale: Humans utilize executive control processes to carry out non-automatic tasks. These tasks require coordination from higher brain centers to both suppress inappropriate behaviors and initiate correct responses. The goal of this study is to generate a novel, dynamic brain atlas to visualize and understand the network dynamics underlying executive control.

Methods: We studied 547 non-epileptic intracranial electrode sites sampled from seven patients with focal epilepsy. Each patient performed two types of verbal tasks: word-reading and Stroop color-naming. Mixed model analysis compared high-gamma cortical activation prior to response onset between the word-reading and Stroop color-naming tasks. Based on mixed model …

Cervical Spinal Cord Injury Leads To Injury And Altered Metabolism In The Lungs, Emily E. Huffman, Brittany E. Dong, Harrison A. Clarke, Lyndsay E. A. Young, Matthew S. Gentry, Derek B. Allison, Ramon C. Sun, Christopher M. Waters, Warren J. Alilain

Saha Cardiovascular Research Center Faculty Publications

High-cervical spinal cord injury often disrupts respiratory motor pathways and disables breathing in the affected population. Moreover, cervically injured individuals are at risk for developing acute lung injury, which predicts substantial mortality rates. While the correlation between acute lung injury and spinal cord injury has been found in the clinical setting, the field lacks an animal model to interrogate the fundamental biology of this relationship. To begin to address this gap in knowledge, we performed an experimental cervical spinal cord injury (N = 18) alongside sham injury (N = 3) and naïve animals (N = 15) to assess lung injury …

Brain Ageing In Schizophrenia: Evidence From 26 International Cohorts Via The Enigma Schizophrenia Consortium, Constantinos Constantinides, Laura K M Han, Clara Alloza, Linda Antonella Antonucci, Celso Arango, Rosa Ayesa-Arriola, Nerisa Banaj, Alessandro Bertolino, Stefan Borgwardt, Jason Bruggemann, Juan Bustillo, Oleg Bykhovski, Vince Calhoun, Vaughan Carr, Stanley Catts, Young-Chul Chung, Benedicto Crespo-Facorro, Covadonga M Díaz-Caneja, Gary Donohoe, Stefan Du Plessis, Jesse Edmond, Stefan Ehrlich, Robin Emsley, Lisa T Eyler, Paola Fuentes-Claramonte, Foivos Georgiadis, Melissa Green, Amalia Guerrero-Pedraza, Minji Ha, Tim Hahn, Frans A Henskens, Laurena Holleran, Stephanie Homan, Philipp Homan, Neda Jahanshad, Joost Janssen, Ellen Ji, Stefan Kaiser, Vasily Kaleda, Minah Kim, Woo-Sung Kim, Matthias Kirschner, Peter Kochunov, Yoo Bin Kwak, Jun Soo Kwon, Irina Lebedeva, Jingyu Liu, Patricia Mitchie, Stijn Michielse, David Mothersill, Bryan Mowry, Víctor Ortiz-García De La Foz, Christos Pantelis, Giulio Pergola, Fabrizio Piras, Edith Pomarol-Clotet, Adrian Preda, Yann Quidé, Paul E Rasser, Kelly Rootes-Murdy, Raymond Salvador, Marina Sangiuliano, Salvador Sarró, Ulrich Schall, André Schmidt, Rodney J Scott, Pierluigi Selvaggi, Kang Sim, Antonin Skoch, Gianfranco Spalletta, Filip Spaniel, Sophia I Thomopoulos, David Tomecek, Alexander S Tomyshev, Diana Tordesillas-Gutiérrez, Therese Van Amelsvoort, Javier Vázquez-Bourgon, Daniela Vecchio, Aristotle Voineskos, Cynthia S Weickert, Thomas Weickert, Paul M Thompson, Lianne Schmaal, Theo G M Van Erp, Jessica Turner, James H Cole, Enigma Schizophrenia Consortium, Danai Dima, Esther Walton

Faculty, Staff and Students Publications

Schizophrenia (SZ) is associated with an increased risk of life-long cognitive impairments, age-related chronic disease, and premature mortality. We investigated evidence for advanced brain ageing in adult SZ patients, and whether this was associated with clinical characteristics in a prospective meta-analytic study conducted by the ENIGMA Schizophrenia Working Group. The study included data from 26 cohorts worldwide, with a total of 2803 SZ patients (mean age 34.2 years; range 18–72 years; 67% male) and 2598 healthy controls (mean age 33.8 years, range 18–73 years, 55% male). Brain-predicted age was individually estimated using a model trained on independent data based on …

Risk Factors For Depression Progression In Parkinson's Disease: A Retrospective Cohort Study, David Kosoy, James Cassuto, Gregory Kurgansky

East Florida Division GME Research Day 2023

Introduction: Depression is a common non-motor symptom in Parkinson's disease (PD) with a significant impact on quality of life and overall prognosis. Despite the availability of effective treatments, many PD patients with depression do not receive timely diagnosis and appropriate intervention. This study aimed to identify risk factors for depression progression in PD to inform clinical practice and future research.

Methods: We conducted a retrospective cohort study of PD patients using registry data from the Parkinson's Progression Markers Initiative (PPMI) dataset. The primary outcome was depression progression, defined as a 2-point or greater increase in the MDS-UPRDS depression score within …

Lipids And Lipoproteins May Play A Role In The Neuropathology Of Alzheimer’S Disease, Omer Akyol, Sumeyya Akyol, Mei-Chuan Chou, Shioulan Chen, Ching-Kuan Liu, Salih Selek, Jair C Soares, Chu-Huang Chen

Faculty, Staff and Student Publications

Alzheimer's disease (AD) and other classes of dementia are important public health problems with overwhelming social, physical, and financial effects for patients, society, and their families and caregivers. The pathophysiology of AD is poorly understood despite the extensive number of clinical and experimental studies. The brain's lipid-rich composition is linked to disturbances in lipid homeostasis, often associated with glucose and lipid abnormalities in various neurodegenerative diseases, including AD. Moreover, elevated low-density lipoprotein (LDL) cholesterol levels may be related to a higher probability of AD. Here, we hypothesize that lipids, and electronegative LDL (L5) in particular, may be involved in the …

A Story Of Hope: How A Community Project Is Transforming The Lives Of Filipino Children With Intellectual And Developmental Disabilities, Lance Vincent C. Sese, Ma Celina L. Guillermo

Ateneo School of Medicine and Public Health Publications

The issue of social inequality became more prevalent during the pandemic and with it, the call for preferential option toward the vulnerable. 1 Not only do we protect them from sickness and death, but we are also called to improve their quality of life. Thus, it is imperative that in this call for inclusivity, we address the gap, one group at a time—for example, children with special needs. The project discussed in this perspective article exemplifies the importance of collaboration in bridging the gap to create a more holistic environment for Filipino children with special needs. This article then serves …

Developing Ecologically Valid Clinical Tools For Persons With Tbi: Understanding The Role And Impact Of Distractions, Deanna Pinnow

Theses and Dissertations--Rehabilitation Sciences

There is a critical need for the development of ecologically valid clinical tools to assess real-life cognitive functioning in persons impacted by traumatic brain injury (TBI). Chronic cognitive impairments that are exacerbated by distractions are one of the core factors contributing to poor home and community re-integration post injury. Simulation-based digital platforms (i.e., virtual reality, augmented reality, and mixed reality) have become potential solutions for eliciting real-world cognitive performance in clinical settings. Yet, there is a paucity of research investigating the role and impact of distractions on cognition. As a result, there is no clear framework of measuring distractions to …

The Role Of The Nlrp3 Inflammasome In Alzheimer's Disease, Ethan S. Terman

Undergraduate Research Posters

This study examines the consequences of Alzheimer’s in rat and mice test subjects. The goal is to identify the effects of certain NLRP3 inhibiting drugs and to see if there are any noticeable effects in regards to impeding the pathological development of Alzheimer’s disease. The results are visualized by implementing the immunohistochemical process to identify neurodegeneration in the brain and to assess the expression levels of amyloid beta as an indicator of Alzheimer’s pathology. Other tests are also conducted on these transgenic mice to gauge cognitive functioning levels during the onset of their disease, those being behavior tests, but not …

The Kynurenine Pathway In Alzheimer’S Disease: A Meta-Analysis Of Central And Peripheral Levels, Brisa S Fernandes, Mehmet Enes Inam, Nitesh Enduru, Joao Quevedo, Zhongming Zhao

Faculty, Staff and Student Publications

OBJECTIVE: Changes in the kynurenine pathway are recognized in psychiatric disorders, but their role in Alzheimer's disease (AD) is less clear. We aimed to conduct a systematic review and meta-analysis to determine whether tryptophan and kynurenine pathway metabolites are altered in AD.

METHODS: We performed a systematic review and random-effects meta-analyses. Inclusion criteria were studies that compared AD and cognitively normal (CN) groups and assessed tryptophan or kynurenine pathway metabolites in cerebrospinal fluid or peripheral blood.

RESULTS: Twenty-two studies with a total of 1,356 participants (664 with AD and 692 CN individuals) were included. Tryptophan was decreased only in peripheral …

Empowering Nurses To Recognize Post-Stroke Depression In The African American Community, Deidra Frisbie, Robin Simon

Doctor of Nursing Practice Projects

African Americans (AA) have the highest prevalence of stroke and death compared to other racial groups in the United States. Post-stroke depression (PSD) affects approximately 1/3 of all stroke patients and is underdiagnosed in the African American community.

Aim: By using a mHealth mobile app and a Psychiatry provider list at discharge, PSD can be identified, and interventions initiated, thus decreasing the sequela of PSD in AA.

Methods: Nurses were provided education on PSD, expressions of depression in African-Americans, cultural humility, implicit bias, and the importance of the nurse's role in developing a therapeutic relationship.

Results: Quantitative analysis revealed the …

Innate Lymphoid Cells In Depression: Current Status And Perspectives, Amit Kumar Madeshiya, Anilkumar Pillai

Faculty, Staff and Student Publications

The recent discovery of innate lymphoid cells (ILCs) has provided new insights into our understanding of the pathogenesis of many disease conditions with immune dysregulation. Type 1 innate lymphoid cells (ILC1s) induce type I immunity and are characterized by the expression of signature cytokine IFN-γ and the master transcription factor T-bet; ILC2s stimulate type II immune responses and are defined by the expression of signature cytokines IL-5 and IL-13, and transcription factors ROR-α and GATA3; ILC3s requires the transcription factor RORγt and produce IL-22 and IL-17. ILCs are largely tissue-resident and are enriched at barrier surfaces of the mammalian body. …

Number-Time Interaction: Search For A Common Magnitude System In A Cross-Modal Setting, Anuj Shukla, Raju S Bapi

Faculty, Staff and Student Publications

A theory of magnitude (ATOM) suggests that a generalized magnitude system in the brain processes magnitudes such as space, time, and numbers. Numerous behavioral and neurocognitive studies have provided support to ATOM theory. However, the evidence for common magnitude processing primarily comes from the studies in which numerical and temporal information are presented visually. Our current understanding of such cross-dimensional magnitude interactions is limited to visual modality only. However, it is still unclear whether the ATOM-framework accounts for the integration of cross-modal magnitude information. To examine the cross-modal influence of numerical magnitude on temporal processing of the tone, we conducted …

Plasma Amyloid-Β Dynamics In Late-Life Major Depression: A Longitudinal Study, Nunzio Pomara, Davide Bruno, Chelsea Reichert Plaska, Jaime Ramos-Cejudo, Ricardo S Osorio, Anilkumar Pillai, Bruno P Imbimbo, Henrik Zetterberg, Kaj Blennow

Faculty, Staff and Student Publications

Depressed individuals are twice as likely to develop Alzheimer’s disease (AD) as compared to controls. Brain amyloid-β (Aβ) deposition is believed to have a major role in AD pathogenesis but studies also suggest associations of Aβ dynamics and depression. The aim of this study was to test if plasma Aβ levels are longitudinally associated to late-life depression. We measured plasma levels of amyloid-β1-40 (Aβ40) and amyloid-β1-42 (Aβ42) peptides longitudinally for three consecutive years in 48 cognitively intact elderly subjects with late-life major depressive disorder (LLMD) and 45 age-matched cognitively healthy controls. We found that the Aβ42/Aβ40 plasma ratio was significantly …

Can Variables From The Electronic Health Record Identify Delirium At Bedside?, Ariba Khan, Kayla Heslin, Michelle Simpson, Michael L. Malone

Journal of Patient-Centered Research and Reviews

Delirium, a common and serious disorder in older hospitalized patients, remains underrecognized. While several delirium predictive models have been developed, only a handful have focused on electronic health record (EHR) data. This prospective cohort study of older inpatients (≥ 65 years old) aimed to determine if variables within our health system’s EHR could be used to identify delirium among hospitalized patients at the bedside. Trained researchers screened daily for delirium using the 3-minute diagnostic Confusion Assessment Method (3D-CAM). Patient demographic and clinical variables were extracted from the EHR. Among 408 participants, mean age was 75 years, 60.8% were female, and …

Making The Case For The Accelerated Withdrawal Of Aducanumab, Peter J. Whitehouse

Faculty Scholarship

U.S. Food and Drug Administration-s (FDA) approval of aducanumab (Aduhelm® in the US) as a treatment for mild cognitive impairment of the Alzheimer type and Alzheimer-s disease has raised such major concerns about efficacy, safety, FDA processes, and regulatory capture that Biogen-s license to market this biologic should be immediately withdrawn. Aducanumab has not demonstrated benefit to patients, failed to meet regulatory guidelines, and is likely to cause both individual and societal harm.

Alzheimer's And Patient Caregiver Burnout: A Review Of The Literature, Madeline Hekeler

James Madison Undergraduate Research Journal (JMURJ)

The term “silent epidemic” is fitting for Alzheimer’s disease (AD), as its negative impact is widely felt but rarely discussed. Burnout among AD caregivers has become an epidemic of its own as caregivers experience an increase in health risks, stress, and financial burden. This literature review focuses on caregiver burnout and how imperative it is that caregivers are better supported in their role. Researchers have developed instruments to assess and intervene in caregiver burnout that have shown effectiveness among caregivers and their families.Nevertheless, further longitudinal research is warranted regarding more effective interventions, including stress management and social support mechanisms.

Multiple Sclerosis: Relationship Between Locus Of Control And Quality Of Life In Persons With Low Versus High Disability, Judith Bijoux Leist, Thomas P. Leist

Department of Neurology Faculty Papers

Background: Health Locus of Control (HLOC) is the degree to which individuals believe that their health outcomes are controlled by 'external' factors - environmental forces, chance, fate, other people, or some higher power - or by 'internal' factors - their own behavior or action. Most of the literature on HLOC associates an Internal Health Locus of Control (IHLOC) to pro-health behaviors and better health outcomes. However, a few studies also suggest that in chronic illnesses, an External Health Locus of Control (EHLOC) could be beneficial with respect to pro-health behaviors and perceptions of Quality of Life (QoL), challenging assumptions about …

Role Of Surgery In Multifocal Glioblastoma, Syeda Kubra Kishwar Jafri, Syed Sarmad Bukhari, Muhammad Shahzad Shamim

Section of Neurosurgery

The management of multifocal glioblastomas is a point of constant discussion amongst neuro-oncologists. Best outcomes in glioblastoma management come from gross total resection (GTR) followed by concomitant radiation and chemotherapy (CCRT). Multifocal disease is resistant to GTR. Conventional management of these lesion is usually biopsy only followed by CCRT. Recent evidence has shown that there may be some benefit to attempting GTR of the largest lesion whenever safe to do so.

Short Chain Fatty Acids Taken At Time Of Thrombectomy In Acute Ischemic Stroke Patients Are Independent Of Stroke Severity But Associated With Inflammatory Markers And Worse Symptoms At Discharge, Nicholas Henry, Jacqueline A. Frank, Christopher J. Mclouth, Amanda L. Trout, Andrew J. Morris, Jianzhong Chen, Ann M. Stowe, Justin F. Fraser, Keith R. Pennypacker

Behavioral Science Faculty Publications

Introduction: Short chain fatty acids (SCFA) are gut microbiota-derived metabolites that contribute to the gut-brain axis and may impact stroke outcomes following gut dysbiosis. We evaluated plasma SCFA concentrations against stroke severity parameters and identified SCFA-associated protein networks.

Methods: The Blood and Clot Thrombectomy Registry and Collaboration (BACTRAC), a continuously enrolling tissue bank, was used to obtain stroke samples. Arterial blood distal and proximal to the thrombus was obtained from Acute Ischemic Stroke (AIS) Patients (n=53) during thrombectomy. Patient demographics, stroke presentation and outcome parameters were reported. The SCFAs were isolated from proximal plasma via chemical derivatization UHPLC coupled tandem …

Perceptions Of Parental Care And Overprotection In Childhood: Influences On The Neurobiological Adaptation To Motherhood, Leah Grande

Electronic Theses and Dissertations

Recalled memories of caregiving in childhood are especially salient during the postpartum period and inform mothers’ conceptualization of her new parenting role. Positive perceptions of care received from one’s parents are related to improved maternal-infant bonding and positive parenting behaviors, whereas negative perceptions of care convey risk for maladaptive parenting. Few studies have investigated neural and biological mechanisms contributing to observed associations between childhood care and the adaptation to motherhood. The following studies address this gap by examining how perceptions of childhood parental care and overprotection are related to maternal behavior, oxytocin levels, and neural response. Methods: Perceived childhood maternal …

A Novel Framework To Estimate Cognitive Impairment Via Finger Interaction With Digital Devices, Ashley A Holmes, Shikha Tripathi, Emily Katz, Ijah Mondesire-Crump, Rahul Mahajan, Aaron Ritter, Teresa Arroyo-Gallego, Luca Giancardo

Faculty, Staff and Student Publications

Measuring cognitive function is essential for characterizing brain health and tracking cognitive decline in Alzheimer's Disease and other neurodegenerative conditions. Current tools to accurately evaluate cognitive impairment typically rely on a battery of questionnaires administered during clinical visits which is essential for the acquisition of repeated measurements in longitudinal studies. Previous studies have shown that the remote data collection of passively monitored daily interaction with personal digital devices can measure motor signs in the early stages of synucleinopathies, as well as facilitate longitudinal patient assessment in the real-world scenario with high patient compliance. This was achieved by the automatic discovery …