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Movement-Stabilized Three-Dimensional Optical Recordings Of Membrane Potential Changes And Calcium Dynamics In Hippocampal Ca1 Dendrites, Kevin C Gonzalez, Satoshi Terada, Asako Noguchi, George N Zakka, Cliodhna O'Toole, Giuliana Bilbao, Luke Reynolds, Anna Jász, Borbála Kertész, Zoltán Szadai, Alissa Shen, François St-Pierre, Franck Polleux, Attila Losonczy, Balázs Rózsa May 2026

Movement-Stabilized Three-Dimensional Optical Recordings Of Membrane Potential Changes And Calcium Dynamics In Hippocampal Ca1 Dendrites, Kevin C Gonzalez, Satoshi Terada, Asako Noguchi, George N Zakka, Cliodhna O'Toole, Giuliana Bilbao, Luke Reynolds, Anna Jász, Borbála Kertész, Zoltán Szadai, Alissa Shen, François St-Pierre, Franck Polleux, Attila Losonczy, Balázs Rózsa

Faculty, Staff and Students Publications

Local dendritic computations are thought to critically influence neuronal signaling and plasticity yet remain largely unexplored in vivo due to challenges in stably imaging small structures at ultrafast timescales. We developed a 3D real-time motion correction platform for movement-stabilized, ultrafast two-photon voltage imaging. By co-labeling CA1 pyramidal neurons with voltage and calcium indicators, we simultaneously measured somato-dendritic and electro-calcium coupling at multiple dendritic sites. We characterized isolated dendritic spikes and distance-dependent backpropagation of naturally occurring and photostimulation-evoked bursts and single spikes. We found that bursts backpropagated more reliably than single spikes, validated that somato-dendritic coupling decreases with distance from soma, …


Phkg2 Confers Resistance Of Escc To Cisplatin And Enhances Cxcl8-Dependent Immunosuppression To Exacerbate Tumorigenesis, Jiayan Wu, Chengrui Zhong, Haosheng Zheng, Fei Qin, Xianyu Qin, Yuzhen Zheng, Junguo Chen, Gengfeng Wang, Bozhu Jian, Zui Liu, Xingping Yang, Chao Cheng, Guolin Li, Hongying Liao May 2026

Phkg2 Confers Resistance Of Escc To Cisplatin And Enhances Cxcl8-Dependent Immunosuppression To Exacerbate Tumorigenesis, Jiayan Wu, Chengrui Zhong, Haosheng Zheng, Fei Qin, Xianyu Qin, Yuzhen Zheng, Junguo Chen, Gengfeng Wang, Bozhu Jian, Zui Liu, Xingping Yang, Chao Cheng, Guolin Li, Hongying Liao

Faculty, Staff and Students Publications

Cisplatin (DDP)-based chemotherapy serves as a foundational cornerstone in the clinical management of esophageal squamous cell carcinoma (ESCC). However, intrinsic or acquired resistance to DDP persists as a significant clinical challenge, severely undermining therapeutic efficacy and contributing to unfavorable patient prognoses. Through functional screening with a CRISPR/Cas9 knockout library, transcriptomic profiling of cisplatin-resistant cell lines and clinical specimens, and in vitro/in vivo validation assays, we identified PHKG2 as a key mediator of cisplatin resistance in ESCC. Mechanistically, PHKG2-mediated cisplatin resistance is driven by the phosphorylation of IGF2BP3 at residues T225 and T306. This post-translational modification enhances IGF2BP3 phase separation, thereby …


Temporomandibular Joint Ganglion Cyst Causing Dynamic External Auditory Canal Obstruction And Position-Dependent Hearing Loss: A Case Report And Literature Review, Ali Akbar, Abdulrahman Meerza, Craig Pearl May 2026

Temporomandibular Joint Ganglion Cyst Causing Dynamic External Auditory Canal Obstruction And Position-Dependent Hearing Loss: A Case Report And Literature Review, Ali Akbar, Abdulrahman Meerza, Craig Pearl

Faculty, Staff and Student Publications

Purpose: Ganglion cysts of the temporomandibular joint (TMJ) are uncommon periarticular lesions and may be diagnostically challenging because symptoms are often nonspecific. When these lesions arise posterior to the joint, they can produce otologic complaints through dynamic narrowing of the external auditory canal (EAC). Herein, we report on a histologically confirmed TMJ ganglion cyst causing position-dependent hearing loss and review the relevant literature.

Case description: A 72-year-old woman presented with a 3-year history of bilateral preauricular pain, left-sided tinnitus, left aural fullness, and near-complete hearing loss in the left ear when the mandible was closed in occlusion. Clinical examination showed …


Human Papillomavirus Vaccine Discourse And Sentiment On Reddit Before And After Covid-19: Mixed Methods Retrospective Cross-Sectional Study, Marcin Marciniak, Sean A Setzen, Deeya Bhattacharya, Jamie Masliah, Robin Powszok, Erich M Sturgis, Vanessa C Stubbs, Mihir K Bhayani May 2026

Human Papillomavirus Vaccine Discourse And Sentiment On Reddit Before And After Covid-19: Mixed Methods Retrospective Cross-Sectional Study, Marcin Marciniak, Sean A Setzen, Deeya Bhattacharya, Jamie Masliah, Robin Powszok, Erich M Sturgis, Vanessa C Stubbs, Mihir K Bhayani

Faculty, Staff and Students Publications

Background: Human papillomavirus (HPV) is a sexually transmitted virus that causes various oropharyngeal and anogenital cancers. The HPV vaccine provides protection against several strains of HPV and is a key preventative tool against HPV-related cancers; however, vaccination rates remain suboptimal in the United States due to variable state mandates and misperceptions of vaccine efficacy and risks. As social media becomes an increasingly popular avenue for health discussions, platforms such as Reddit offer opportunities to understand public vaccine discourse, particularly among underrepresented groups. Furthermore, vaccine hesitancy and mistrust generally increased during the COVID-19 pandemic, potentially impacting HPV vaccination rates.

Objective: This …


Association Of Polygenic Risk Scores With Aortic Valve Calcium: The Multi-Ethnic Study Of Atherosclerosis, Seamus P Whelton, Jie Yao, Clary Clish, Alexis C Wood, Kent D Taylor, Michael J Blaha, Matthew Budoff, Natalie Marrero, George Thanassoulis, Wendy S Post, Xiuqing Guo, Jerome I Rotter May 2026

Association Of Polygenic Risk Scores With Aortic Valve Calcium: The Multi-Ethnic Study Of Atherosclerosis, Seamus P Whelton, Jie Yao, Clary Clish, Alexis C Wood, Kent D Taylor, Michael J Blaha, Matthew Budoff, Natalie Marrero, George Thanassoulis, Wendy S Post, Xiuqing Guo, Jerome I Rotter

Faculty, Staff and Students Publications

Background: Aortic valve calcification (AVC) is the primary process leading to aortic stenosis. We examined whether polygenic risk scores (PRS) are associated with AVC beyond traditional atherosclerotic cardiovascular disease risk factors.

Methods: We included 6812 participants in MESA (Multi-Ethnic Study of Atherosclerosis) with computed tomography-measured AVC at Visit 1. Using previously published PRS we calculated weighted PRS, standardized within each ancestry group. The cross-sectional association per 1 SD higher PRS with AVC >0 was examined using multivariable logistic regression modeling with Bonferroni correction. The mean age was 62 years old, 53% were female, and 913 (13.4%) had AVC >0 at …


Elongin B Orchestrates Chromatin And Transcriptional Programs In H3k27m-Mutant Diffuse Midline Glioma, Alan L Jiao, Rebecca L Murdaugh, Adam F Kebede, Claudia A Mimoso, Barry M Zee, Rosemary U Richard, Kwanha Yu, Caitlin L Bagnetto, Karen Adelman, Mariella G Filbin, Yang Shi, Jamie N Anastas May 2026

Elongin B Orchestrates Chromatin And Transcriptional Programs In H3k27m-Mutant Diffuse Midline Glioma, Alan L Jiao, Rebecca L Murdaugh, Adam F Kebede, Claudia A Mimoso, Barry M Zee, Rosemary U Richard, Kwanha Yu, Caitlin L Bagnetto, Karen Adelman, Mariella G Filbin, Yang Shi, Jamie N Anastas

Faculty, Staff and Students Publications

Recurrent driver mutations in genes encoding histone H3 (H3.3K27M and H3.1K27M) are observed in ~80% of diffuse midline gliomas (DMG), which lead to aberrant gene regulation, yet the specific RNA polymerase II (Pol2) regulators that induce transcriptional dysregulation in DMG are not fully defined. We identified multiple regulators of Pol2 elongation as DMG genetic dependencies in a chromatin-focused CRISPR screen. Additional studies confirm that knockout (KO) of the Pol2 SIII complex gene elongin B (ELOB) inhibits DMG cell proliferation in tissue culture and tumor growth in xenograft models. Further genomic analyses reveal that ELOB binding sites are enriched in H3K27M …


Latest In Resuscitation Research: Highlights From The 2025 American Heart Association's Resuscitation Science Symposium, Caleb T Suh, Clark G Owyang, Lindsay Shepard, Betty Yang, Ryan W Morgan, Daniel M Rolston, Catherine R Counts, Tommaso Scquizzato, James Horowitz, Tatyana Shvilkina, Katherine Berg, Sam Parnia, Sanam Alilou, Catherine Swarts, Ryan A Coute, Lama A Ammar, William C Herring, Thomas Lederer, Joaquin Araos, Benjamin S Abella, Cameron Dezfulian, Sarah M Perman, Felipe Teran May 2026

Latest In Resuscitation Research: Highlights From The 2025 American Heart Association's Resuscitation Science Symposium, Caleb T Suh, Clark G Owyang, Lindsay Shepard, Betty Yang, Ryan W Morgan, Daniel M Rolston, Catherine R Counts, Tommaso Scquizzato, James Horowitz, Tatyana Shvilkina, Katherine Berg, Sam Parnia, Sanam Alilou, Catherine Swarts, Ryan A Coute, Lama A Ammar, William C Herring, Thomas Lederer, Joaquin Araos, Benjamin S Abella, Cameron Dezfulian, Sarah M Perman, Felipe Teran

Faculty, Staff and Students Publications

No abstract provided.


Measuring Treatment Burden With The Treatment Burden Questionnaire (Tbq): A Narrative Literature Review And Implications For Geriatric Research And Clinical Practice, Jennifer Li-Wang, Sophia Hernandez, Sahana Ramasamy, Lawrence Qu, Jack Banks, Rafael Samper-Ternent, Holly Holmes, Aanand Naik, Dana Giza May 2026

Measuring Treatment Burden With The Treatment Burden Questionnaire (Tbq): A Narrative Literature Review And Implications For Geriatric Research And Clinical Practice, Jennifer Li-Wang, Sophia Hernandez, Sahana Ramasamy, Lawrence Qu, Jack Banks, Rafael Samper-Ternent, Holly Holmes, Aanand Naik, Dana Giza

Faculty, Staff and Student Publications

Background: Treatment burden refers to the demands that healthcare places on a patient's daily life, including managing appointments, medications, and lifestyle adjustments. It is a critical concern for older adults, particularly those with multiple chronic conditions. High treatment burden has been associated with poorer treatment adherence, increased disruptions in care, and diminished quality of care. The Treatment Burden Questionnaire (TBQ) is a validated tool that has been successfully used to measure treatment burden in a variety of geographic, clinical, and research settings.

Methods: We conducted a narrative literature review to identify studies that have applied the TBQ in older adult …


Postoperative Pain After Dental Procedures: The National Dental Practice-Based Research Network Observational Study Using An Mobile Health Platform, Muhammad F Walji, Alfa-Ibrahim Yansane, Sayali Tungare, Rahma Mungia, David Holmes, Kim Funkhouser, Celeste Machen, Janelle Urata, Christoffer Redlund, Gautam Shirodkar, Hans Malmstrom, David H Yu, Oluwabunmi Tokede, D Brad Rindal, Gregg H Gilbert, Heiko Spallek, Joel White, Elsbeth Kalenderian May 2026

Postoperative Pain After Dental Procedures: The National Dental Practice-Based Research Network Observational Study Using An Mobile Health Platform, Muhammad F Walji, Alfa-Ibrahim Yansane, Sayali Tungare, Rahma Mungia, David Holmes, Kim Funkhouser, Celeste Machen, Janelle Urata, Christoffer Redlund, Gautam Shirodkar, Hans Malmstrom, David H Yu, Oluwabunmi Tokede, D Brad Rindal, Gregg H Gilbert, Heiko Spallek, Joel White, Elsbeth Kalenderian

Faculty, Staff and Student Publications

Background: Managing postoperative dental pain is essential, but patient-reported data on pain and medication practices are scarce. The authors examined patient-reported pain, functional interference, and medication use after common dental procedures.

Methods: In this prospective observational cohort study, 2,674 adults in a multicenter US practice-based network reported pain intensity and interference via a mobile application. Outcomes were collected on days 0, 1, 3, 5, and 7 to assess trajectories across endodontics, periodontal surgery, oral surgery, and implant dentistry as well as multiple procedures within these 4 categories.

Results: Among 2,674 participants (mean age, 49.8 years; 55.6% were female), mean (SD) …


Developing A Durable, Memory-Driven, Cspz-Targeting Lyme Disease Vaccine By Rationale Adjuvant Selection\, Miranda Mccarty, Sergio A Hernández, Jill Malfetano, Ana Carolina Leão, Maria Jose Villar, Xiuli Yang, Yi-Lin Chen, Jungsoon Lee, Zhuyun Liu, Ulrich Strych, Maria Elena Bottazzi, Utpal Pal, Klemen Strle, Wen-Hsiang Chen, Yi-Pin Lin May 2026

Developing A Durable, Memory-Driven, Cspz-Targeting Lyme Disease Vaccine By Rationale Adjuvant Selection\, Miranda Mccarty, Sergio A Hernández, Jill Malfetano, Ana Carolina Leão, Maria Jose Villar, Xiuli Yang, Yi-Lin Chen, Jungsoon Lee, Zhuyun Liu, Ulrich Strych, Maria Elena Bottazzi, Utpal Pal, Klemen Strle, Wen-Hsiang Chen, Yi-Pin Lin

Faculty, Staff and Students Publications

Rational adjuvant selection is a systematic approach based on adjuvant-mediated immunomodulation to identify safe vaccine regimens that enhance protective immunity. Transmitted through ticks and caused by the bacterium Borrelia burgdorferi (Bb), Lyme disease (LD) is the most common vector-borne disease in the Northern hemisphere. There are no approved human vaccines, making it suitable for testing the concept of rational adjuvant selection. Here, we formulated our previously developed and effective LD vaccine antigen, CspZ-YAC187S, with different adjuvants suitable for human use; we analyzed the immune response by transcriptomics and tested the vaccine efficacy after Bb infection. We identified Alum-CpG and Alum-αGal …


Ai Tools For Research Teams, Sandra Desjardins May 2026

Ai Tools For Research Teams, Sandra Desjardins

Library Class: Lunch & Learn

Join us for a fast-paced, practical session on using free and low-cost AI tools to save hours on your research workflow, from initial discovery to final synthesis. We'll have an overview of tools like Rayyan, ResearchRabbit, and Elicit.


Vaccination-Related Applications And Health Care Professionals' Observed Changes In Human Papillomavirus Vaccine Hesitancy: Cross-Sectional Survey, Manali Desai, Shreela Sharma, Joel Fokom-Domgue, Robert Yu, Wenyaw Chan, Onyema G Chido-Amajuoyi, Charles Darkoh, Sanjay Shete May 2026

Vaccination-Related Applications And Health Care Professionals' Observed Changes In Human Papillomavirus Vaccine Hesitancy: Cross-Sectional Survey, Manali Desai, Shreela Sharma, Joel Fokom-Domgue, Robert Yu, Wenyaw Chan, Onyema G Chido-Amajuoyi, Charles Darkoh, Sanjay Shete

Faculty, Staff and Student Publications

Background: Digital tools are known to promote public health interventions such as vaccine delivery. The recommendation that health care professionals (HCPs) use vaccination-related mobile apps or web-based applications has contributed to improving vaccine awareness and acceptance in the United States. The state of Texas, which has one of the lowest human papillomavirus (HPV) vaccination rates, has seen a significant increase in HPV vaccine hesitancy, particularly during the COVID-19 pandemic.

Objective: This study aimed to examine the association between changes in HPV vaccine hesitancy observed by HCPs among patients in Texas and promotion of vaccination-related applications at the health care facilities …


Exploring Spike-Dependent And Ace2-Independent Sars-Cov-2 Interactions With Salivary Epithelial Cells In The Absence Of Ace2, Caitlynn M L Barrows, Thaise C Geremias, Simon Young, Mary C Farach-Carson May 2026

Exploring Spike-Dependent And Ace2-Independent Sars-Cov-2 Interactions With Salivary Epithelial Cells In The Absence Of Ace2, Caitlynn M L Barrows, Thaise C Geremias, Simon Young, Mary C Farach-Carson

Faculty, Staff and Student Publications

Salivary gland infection by SARS-CoV-2 requires viral entry via routes and mechanisms that remain unresolved. This study examined the expression of the angiotensin-converting enzyme 2 (ACE2) receptor in salivary tissues and basal cell-derived human salivary progenitor cells (hS/PCs), an unstudied potential entry point for SARS-CoV-2. Multiple detection modalities, including immunocytochemistry, Western blotting, flow cytometry and RT-PCR, demonstrated a consistent lack of ACE2 protein and transcript in both tissue specimens and primary salivary epithelial cells. Antigen retrieval at pH 9 was determined to be optimal for immunodetection protocols, yet ACE2 remained undetectable. Small intestine tissue served as a positive control, confirming …


Cardiac Hdac3 Disruption Contributes To Hdac Inhibitor-Induced Qt Prolongation, Jiao Lu, Christopher Ward, Sichong Qian, Lilei Zhang, Jiang Chang, Zheng Sun May 2026

Cardiac Hdac3 Disruption Contributes To Hdac Inhibitor-Induced Qt Prolongation, Jiao Lu, Christopher Ward, Sichong Qian, Lilei Zhang, Jiang Chang, Zheng Sun

Faculty, Staff and Students Publications

Histone deacetylase (HDAC) inhibitors are approved for cancer treatment and are being investigated for a wide range of other diseases. Despite their therapeutic promise, clinical studies have reported cardiac side effects, particularly electrocardiogram (EKG) abnormalities, with QT interval prolongation being one of the most consistently reported findings. The mechanisms underlying these cardiac effects remain unclear. In this study, we investigated the role of HDAC3 in cardiac electrophysiology. We found that postnatal depletion of cardiac HDAC3 in mice caused QT interval prolongation, recapitulating the EKG abnormalities reported with HDAC inhibitor use. Adult-onset inducible depletion of cardiac HDAC3 induced additional EKG abnormalities, …


Correction: Watts Et Al. Multi-Antigen Elephant Endotheliotropic Herpesvirus (Eehv) Mrna Vaccine Induces Humoral And Cell-Mediated Responses In Mice, Jessica R Watts, Jennifer L Spencer Clinton, Jeroen Pollet, Rongsheng Peng, Jie Tan, Paul D Ling May 2026

Correction: Watts Et Al. Multi-Antigen Elephant Endotheliotropic Herpesvirus (Eehv) Mrna Vaccine Induces Humoral And Cell-Mediated Responses In Mice, Jessica R Watts, Jennifer L Spencer Clinton, Jeroen Pollet, Rongsheng Peng, Jie Tan, Paul D Ling

Faculty, Staff and Students Publications

The authors would like to make the following corrections to this published paper [...].


Assessment And Mitigation Of Covid-19 Occupational Hazards Among Small Businesses In A High-Risk Community, Sadie H Conway, Denise Vasquez, Soyoung Kwon, Kristina D Mena, Louis D Brown, Janelle Rios May 2026

Assessment And Mitigation Of Covid-19 Occupational Hazards Among Small Businesses In A High-Risk Community, Sadie H Conway, Denise Vasquez, Soyoung Kwon, Kristina D Mena, Louis D Brown, Janelle Rios

Faculty, Staff and Student Publications

Purpose –: This project explored COVID-19 workplace hazards and factors influencing the implementation of risk mitigation approaches among small businesses in a high-risk community.

Design/methodology/approach –: Using a novel framework, data were collected from 90 workplaces through site visits and consultations with at least one owner, manager or supervisor ("employer") and at least one non-managerial staff member ("employee"). A risk assessment and mitigation plan were prepared based on site-specific hazards; later, a follow-up visit assessed whether recommendations had been implemented and factors influencing these decisions.

Findings –: A total of 84 businesses (93.3%) implemented at least one recommendation, citing ease …


Implementation And Effectiveness Of An Enhanced Recovery Protocol For Children Undergoing Surgery: The Enrich-Us Stepped-Wedge Cluster-Randomized Trial, Mehul V Raval, Yao Tian, Willemijn Schäfer, Salva N Balbale, Mallory N Perez, Martha-Conley E Ingram, Alison Lehane, Charesa J Smith, Gwyneth A Sullivan, Audra J Reiter, Andrew Hu, Johanna M Borst, Sarah C Blake, Sharron Close, Teaniese L Davis, Bonnie S Essner, Kurt F Heiss, Lynn W Huang, Erin Wymore, Deysi Paniagua-Perez, Kirsty M Engelhardt, Peter M Graffy, Julie K Johnson, Craig W Lillehei, Brian W Gray, Seth D Goldstein, Scott S Short, Samir R Pandya, Janice A Taylor, Christopher Gayer, Adam B Goldin, Matthew M Boelig, Kristy L Rialon, Tim Jancelewicz, Aaron M Lipskar, Mubeen Jafri, Elisabeth T Tracy, Matthew T Harting, Jason P Sulkowski, P Benson Ham, Kaveh Vali, Robert A Cina, David T Schindel, Saleem Islam, Erin A Teeple, Sohail R Shah, Ankush Gosain, David H Rothstein, Megan A Brockel, Jillian Chown, Jane L Holl May 2026

Implementation And Effectiveness Of An Enhanced Recovery Protocol For Children Undergoing Surgery: The Enrich-Us Stepped-Wedge Cluster-Randomized Trial, Mehul V Raval, Yao Tian, Willemijn Schäfer, Salva N Balbale, Mallory N Perez, Martha-Conley E Ingram, Alison Lehane, Charesa J Smith, Gwyneth A Sullivan, Audra J Reiter, Andrew Hu, Johanna M Borst, Sarah C Blake, Sharron Close, Teaniese L Davis, Bonnie S Essner, Kurt F Heiss, Lynn W Huang, Erin Wymore, Deysi Paniagua-Perez, Kirsty M Engelhardt, Peter M Graffy, Julie K Johnson, Craig W Lillehei, Brian W Gray, Seth D Goldstein, Scott S Short, Samir R Pandya, Janice A Taylor, Christopher Gayer, Adam B Goldin, Matthew M Boelig, Kristy L Rialon, Tim Jancelewicz, Aaron M Lipskar, Mubeen Jafri, Elisabeth T Tracy, Matthew T Harting, Jason P Sulkowski, P Benson Ham, Kaveh Vali, Robert A Cina, David T Schindel, Saleem Islam, Erin A Teeple, Sohail R Shah, Ankush Gosain, David H Rothstein, Megan A Brockel, Jillian Chown, Jane L Holl

Faculty, Staff and Student Publications

Importance: Despite evidence that enhanced recovery protocols (ERPs) improve outcomes in adults undergoing surgery, adoption for pediatric populations has lagged.

Objective: To assess the implementation and clinical effectiveness of a consensus-based ERP for pediatric patients undergoing elective gastrointestinal (GI) surgery.

Design, setting, and participants: A prospective type 2 hybrid implementation-effectiveness, stepped-wedge, cluster-randomized by entry date into implementation phase, trial of pediatrics patients, 10 to 18 years of age, undergoing elective GI surgery at 18 US sites from September 2019 to June 2024.

Interventions: Sites were randomized into 3 groups, each spending at least 9 months in a control phase, with …


A Lifecycle Governance And Learning Health System Framework For Trustworthy, Generalizable, And Sustainable Human-Ai Partnership In Clinical Practice: Lessons From The Asthma-Guidance And Prediction System (A-Gps), Chung-Il Wi, Shauna Overgaard, Momin Malik, Dave Watson, Deepak Sharma, Jennifer Le-Rademacher, Dan Kelleher, Lu Zheng, Joshua Ohde, Brian Lynch, Ashwani Khurana, Sunghwan Sohn, Mahmoud M Aljuhani, Chris Carpenter, Manuel Arteta, Jason Greenwood, Martha Hartz, Randy Foss, Elif Polat, Imad Absah, Carla Davis, Meera Gupta, Lynnea Myers, Björn Nordlund, Cui Tao, Mark L Wieland, Christi Patten, Amie Jones, Prathibha Varkey, Brenna T Loufek, David E Vidal, Nari Gopala, Eric Klee, Vijay H Shah, John D Halamka, Matthew R Callstrom, Nicholas L Rider, Hongfang Liu, Constantin Aliferis, Vesna D Garovic, Young J Juhn May 2026

A Lifecycle Governance And Learning Health System Framework For Trustworthy, Generalizable, And Sustainable Human-Ai Partnership In Clinical Practice: Lessons From The Asthma-Guidance And Prediction System (A-Gps), Chung-Il Wi, Shauna Overgaard, Momin Malik, Dave Watson, Deepak Sharma, Jennifer Le-Rademacher, Dan Kelleher, Lu Zheng, Joshua Ohde, Brian Lynch, Ashwani Khurana, Sunghwan Sohn, Mahmoud M Aljuhani, Chris Carpenter, Manuel Arteta, Jason Greenwood, Martha Hartz, Randy Foss, Elif Polat, Imad Absah, Carla Davis, Meera Gupta, Lynnea Myers, Björn Nordlund, Cui Tao, Mark L Wieland, Christi Patten, Amie Jones, Prathibha Varkey, Brenna T Loufek, David E Vidal, Nari Gopala, Eric Klee, Vijay H Shah, John D Halamka, Matthew R Callstrom, Nicholas L Rider, Hongfang Liu, Constantin Aliferis, Vesna D Garovic, Young J Juhn

Faculty, Staff and Students Publications

The integration of artificial intelligence (AI) into clinical decision support (CDS) holds promise for proactive, personalized, and precision care. However, current understanding of how to establish trustworthy human-AI partnerships is in its infancy, despite its critical importance for implementing AI in healthcare. We present the Asthma-Guidance and Prediction System (A-GPS) as a case study of a practice-integrated AI platform that demonstrates how trustworthy, generalizable and sustainable AI can be developed, evaluated, and implemented in real-world asthma care. We describe major challenges and solutions based on our real-world experience during the process and offer the practical framework, approaches, tools and workflow …


Robust Magnetoelectric Backscatter Communication System For Bioelectronic Implants, Fatima Alrashdan, Joshua E Woods, Ellie C Chen, Wendy Tan, Zhanghao Yu, Wei Wang, Mathews John, Lukas Jaworski, Drew Bernard, Allison Post, Angel Moctezuma-Ramirez, Abdelmotagaly Elgalad, Kaiyuan Yang, Mehdi Razavi, Jacob T Robinson May 2026

Robust Magnetoelectric Backscatter Communication System For Bioelectronic Implants, Fatima Alrashdan, Joshua E Woods, Ellie C Chen, Wendy Tan, Zhanghao Yu, Wei Wang, Mathews John, Lukas Jaworski, Drew Bernard, Allison Post, Angel Moctezuma-Ramirez, Abdelmotagaly Elgalad, Kaiyuan Yang, Mehdi Razavi, Jacob T Robinson

Faculty, Staff and Students Publications

Wireless communication technologies for bioelectronic implants enable remote monitoring for diagnosis and adaptive therapeutic intervention without the constraints of wired connections. However, wireless data uplink from millimeter-scale devices deep in the body struggles to achieve low power consumption while maintaining large misalignment tolerances. Here, we report a passive wireless backscatter communication system based on magnetoelectric transducers that consumes less than 0.3 pJ/bit and achieves less than 1E-6 bit error rate at a distance of 55 mm while tolerating a misalignment of 10 mm. Using this robust data uplink, we designed a wireless cardiac sensing node that can transmit electrocardiogram signals …


Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson May 2026

Smart Pediatric Oncology Tracker Of Symptoms (Spots), A Web-Based Interface For The Pediatric Pro-Ctcae: Development And Usability Study, Stacey Crane, Deevakar Rogith, Melody Hellsten, Andrew D Miller, Jacqueline Castillo, Brandy Boeger, Susan Vidaurre, Stefanie Pieper, Cecile Nguyen, Duc Anh Thanh Huynh, Jessica Wooden, Amy Franklin, Karen Moody, Wenyaw Chan, Pamela S Hinds, Constance Johnson

Faculty, Staff and Student Publications

Background: Children undergoing cancer treatment experience a range of treatment-related toxicities that significantly affect quality of life and adherence to therapy. Current methods for symptom reporting rely heavily on clinician interpretation of caregiver or child verbal reports, which can result in incomplete or inaccurate records. The Pediatric Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (Pediatric PRO-CTCAE; National Cancer Institute) provides a validated mechanism for direct symptom reporting by children and caregivers, yet its traditional administration and preselection of questions limit the breadth of symptom capture.

Objective: This research aimed to co-design and conduct formative usability testing …


Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R Rao, Barbara C Jobst, Jerzy P Szaflarski, John D Rolston, Lesley C Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C Dugan, David E Burdette, Angela Y Peters, Atif Sheikh, Kevin F Haas, Dileep R Nair, Lilit Mnatsakanyan, Imran H Quraishi, Meriem K Bensalem-Owen, Rns System Pas Study, Michael J Doherty, Babak Razavi, Tiffany L Fisher, Christopher Skidmore, Pradeep N Modur, Tawnya M Constantino, Vicenta Salanova, Andrew J Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E Maciver, Sanjay E Patra, Edward F Chang, Jon T Willie, Ryder Gwinn, Travis Stoub, John M Stern, Tami Crabtree, Cairn G Seale, Sharon C Mcfadden, Jacob F Norman, Lise Johnson, Martha J Morrell May 2026

Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R Rao, Barbara C Jobst, Jerzy P Szaflarski, John D Rolston, Lesley C Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C Dugan, David E Burdette, Angela Y Peters, Atif Sheikh, Kevin F Haas, Dileep R Nair, Lilit Mnatsakanyan, Imran H Quraishi, Meriem K Bensalem-Owen, Rns System Pas Study, Michael J Doherty, Babak Razavi, Tiffany L Fisher, Christopher Skidmore, Pradeep N Modur, Tawnya M Constantino, Vicenta Salanova, Andrew J Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E Maciver, Sanjay E Patra, Edward F Chang, Jon T Willie, Ryder Gwinn, Travis Stoub, John M Stern, Tami Crabtree, Cairn G Seale, Sharon C Mcfadden, Jacob F Norman, Lise Johnson, Martha J Morrell

Faculty, Staff and Student Publications

Background and objectives: Neuromodulation therapies are approved for the treatment of focal epilepsy based on data from randomized controlled trials (RCTs). After approval of a responsive direct brain stimulation device (The RNS System for focal epilepsy), the Food and Drug Administration required a prospective study to evaluate whether real-world safety and effectiveness differed from outcomes in the RCT.

Methods: This open-labeled study enrolled adult participants who met the RNS System-approved indication for use. The primary effectiveness end point was median percent change in seizure frequency at 3 years of treatment. Interim safety is presented; the primary safety endpoint analysis will …


Correction: Berezowski Et Al. Biomarkers In Renal Cell Carcinoma: A Systematic Review And Immunohistochemical Validation Study, Brett Berezowski, Robert Boothe, Billy Chaplin, Sharon J Del Vecchio, Zakariya Fares, Tyrone L R Humphries, Keng Lim Ng, Taylor Noonan, Hemamali Samaratunga, Aaron Urquhart, David A Vesey, Simon T Wood, Glenda C Gobe, Robert J Ellis May 2026

Correction: Berezowski Et Al. Biomarkers In Renal Cell Carcinoma: A Systematic Review And Immunohistochemical Validation Study, Brett Berezowski, Robert Boothe, Billy Chaplin, Sharon J Del Vecchio, Zakariya Fares, Tyrone L R Humphries, Keng Lim Ng, Taylor Noonan, Hemamali Samaratunga, Aaron Urquhart, David A Vesey, Simon T Wood, Glenda C Gobe, Robert J Ellis

Faculty, Staff and Student Publications

This corrects the article "Biomarkers in Renal Cell Carcinoma: A Systematic Review and Immunohistochemical Validation Study" in volume 17, 2588.


Animal Models Of Delirium: A Narrative Review, Tatiana Barichello, Carla Sasso Simon, Diogo Dominguini, Cristiane Ritter, Tsuyoshi Nishiguchi, Gen Shinozaki, Felipe Dal-Pizzol May 2026

Animal Models Of Delirium: A Narrative Review, Tatiana Barichello, Carla Sasso Simon, Diogo Dominguini, Cristiane Ritter, Tsuyoshi Nishiguchi, Gen Shinozaki, Felipe Dal-Pizzol

Faculty, Staff and Student Publications

Delirium is an acute cognitive failure characterized by an acute onset and psychomotor disturbances. It is associated with poor outcomes in hospitalized patients, resulting in prolonged hospital stays, elevated rates of mortality, and cognitive dysfunctions after hospital discharge. The pathophysiology of delirium remains poorly understood, making the development of animal models a promising avenue for researchers to elucidate the mechanisms underlying human delirium. These models not only aid in understanding the pathophysiology and etiology of the disease but also enhance the efficacy of nonpharmacological interventions and identify pharmacological therapies. This review aims to present the most relevant and translational animal …


Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter May 2026

Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter

Faculty, Staff and Students Publications

N-glycanase 1 (NGLY1) Deficiency is an ultra-rare neurodevelopmental disorder caused by biallelic loss-of-function mutations in the NGLY1 gene, leading to severe impairments in neurocognitive and motor function abilities in the affected patient population. Its core clinical features include global developmental delay, hyperkinetic movement disorders, elevation of liver transaminases, (hypo)alacrima, and progressive sensorimotor neuropathy. Due to the range of phenotypes and severity within the confirmed patient population, ongoing characterization of the disease is critical. A prospective natural history study (NHS) was conducted to further elucidate disease phenotypes and examine any changes in neurocognitive or motor function over a one-year period. Fifteen …


Identifying Novel Gene Dysregulation Associated With Opioid Overdose Death: A Meta-Analysis Of Differential Gene Expression In Human Prefrontal Cortex, Javan K Carter, Bryan C Quach, Caryn Willis, Melyssa S Minto, Dana B Hancock, Janitza Montalvo-Ortiz, Olivia Corradin, Ryan W Logan, Consuelo Walss-Bass, Brion S Maher, Eric Otto Johnson May 2026

Identifying Novel Gene Dysregulation Associated With Opioid Overdose Death: A Meta-Analysis Of Differential Gene Expression In Human Prefrontal Cortex, Javan K Carter, Bryan C Quach, Caryn Willis, Melyssa S Minto, Dana B Hancock, Janitza Montalvo-Ortiz, Olivia Corradin, Ryan W Logan, Consuelo Walss-Bass, Brion S Maher, Eric Otto Johnson

Faculty, Staff and Student Publications

Only recently have human postmortem brain studies of differential gene expression (DGE) associated with opioid overdose death (OOD) been published; sample sizes from these studies have been modest (N = 40-153). To increase statistical power to identify OOD-associated genes, we leveraged human prefrontal cortex RNA-seq data from four independent OOD studies and conducted a transcriptome-wide DGE meta-analysis (N = 272). Using a unified gene expression data processing and analysis framework across studies, we meta-analyzed 20, 098 genes and found 335 significant differentially expressed genes (DEGs) by OOD status (false discovery rate <  0.05). Of these, 66 DEGs were among the list of 303 genes reported as OOD-associated in prior prefrontal cortex molecular studies (e.g., genes/gene families OPRK1, NPAS4, DUSP, EGR). The remaining 269 DEGs were not previously reported (e.g., NR4A2, SYT1, HCRTR2, BDNF). There was little evidence of genetic drivers for the observed differences in gene expression between opioid addiction cases and controls. Enrichment analyses for the DEGs across molecular pathway and biological process databases highlight an interconnected set of genes and pathways linked to orexin and tyrosine kinase receptors through MEK/ERK/MAPK signaling to affect neuronal plasticity.


Development Of Novel Plasma Proteomic Biomarkers For Cancer-Associated Thrombosis In An Advanced Cancer Cohort, Preeti, Mrinal Ranjan, Dang Pham, Juan L Bueno, Micheline M Resende, Michael E Scheurer, Christopher I Amos, Chao Cheng, Ang Li May 2026

Development Of Novel Plasma Proteomic Biomarkers For Cancer-Associated Thrombosis In An Advanced Cancer Cohort, Preeti, Mrinal Ranjan, Dang Pham, Juan L Bueno, Micheline M Resende, Michael E Scheurer, Christopher I Amos, Chao Cheng, Ang Li

Faculty, Staff and Students Publications

Background: Existing risk models for cancer-associated thrombosis (CAT) show suboptimal performance in selective high-risk populations with cancer. Affinity-based plasma proteomics offers a novel approach for detecting CAT risk.

Objectives: To identify plasma biomarkers for CAT using proximity extension assays in an advanced cancer cohort.

Methods: We performed a nested case-control study using the Olink Explore HT panel. The final cohort included 57 patients with CAT and 113 matched control patients from 5 selected cancer types who had samples collected between cancer diagnosis and chemotherapy initiation. Random survival forest model was used to assess nonlinear associations with CAT in 5416 normalized …


Cd8+ T Cell Differentiation Into Nk-Like Effector Cells Drives Transplant Rejection, Dawei Zou, Stephanie G Yi, Yulin Dai, Luan Truong, Lillian W Gaber, Richard J Knight, Xiang Xiao, Rafik M Ghobrial, Xian C Li, Zhongming Zhao, Wenhao Chen, A Osama Gaber May 2026

Cd8+ T Cell Differentiation Into Nk-Like Effector Cells Drives Transplant Rejection, Dawei Zou, Stephanie G Yi, Yulin Dai, Luan Truong, Lillian W Gaber, Richard J Knight, Xiang Xiao, Rafik M Ghobrial, Xian C Li, Zhongming Zhao, Wenhao Chen, A Osama Gaber

Faculty, Staff and Student Publications

T cells are central drivers of transplant rejection, yet the differentiation fates underlying this process remain unclear. Using single-cell transcriptomic profiling of human kidney allograft biopsies, we identified a predominant infiltrating CD8+ T cell subset exhibiting killer cell lectin-like receptor (KLR)+ NK-like features. Mechanistic studies in mice showed that the KLR+ subset emerged de novo post-transplantation and dominated the CD8+ T cell infiltrate in rejecting allografts. These NK-like CD8+ T cells expressed high levels of interferon regulatory factor 4 (IRF4), and Irf4 deletion disrupted their differentiation and induced transplant acceptance. Therapeutically, either costimulation blockade or mTOR inhibition substantially reduced the …


Immediate Nerve And Tendon Transfers After Wide Resection Of A Radial Nerve Malignant Peripheral Nerve Sheath Tumor: A Case Report And Surgical Technique, Joanne Zhou, Sai Shreya Kambham, Andrew Fang, Christopher Frey, Michael Macavoy May 2026

Immediate Nerve And Tendon Transfers After Wide Resection Of A Radial Nerve Malignant Peripheral Nerve Sheath Tumor: A Case Report And Surgical Technique, Joanne Zhou, Sai Shreya Kambham, Andrew Fang, Christopher Frey, Michael Macavoy

Faculty, Staff and Student Publications

The authors have reported on immediate nerve and tendon transfers postresection of a radial nerve-based malignant peripheral nerve sheath tumor in a 15-year-old female with neurofibromatosis. The median nerve branch to flexor carpi radialis was transferred to the posterior interosseous nerve, the median nerve branch to flexor digitorum superficialis was transferred to the nerve to extensor carpi radialis brevis, and the pronator teres tendon was transferred to the extensor carpi radialis brevis tendon, with 3-year outcomes reported. Tumor excision, tendon, and nerve transfer yielded negative margins and remission. Functional wrist/finger extension appeared at 6 months and increased until 3 years …


Characterizing Core Outcomes Of Responsible Stewardship For Human Genomic Data In The Cloud, Vasiliki Rahimzadeh, Bronwyn Walsh, Heidi L Rehm, Mildred Cho, Amy L Mcguire May 2026

Characterizing Core Outcomes Of Responsible Stewardship For Human Genomic Data In The Cloud, Vasiliki Rahimzadeh, Bronwyn Walsh, Heidi L Rehm, Mildred Cho, Amy L Mcguire

Center for Medical Ethics and Health Policy Staff Publications

We present findings from a scoping review of the genomic data sharing literature used to inform a core outcomes set for responsible data stewardship in the cloud. Genomic and related health data stemming from government funded research have undergone mass migration to the cloud where they can be more securely stored, accessed, and analyzed within shared computing environments. While this migration reflects a shift in privacy and security infrastructure for cloud-based repositories as oversight becomes more globalized, it also necessitates new data stewardship responsibilities to align authorized data access with ethical data use. Responsible data stewardship refers to the ethical …


Large-Scale Genetic Characterization Of Parkinson’S Disease In The African And African Admixed Populations, Fulya Akçimen, Kimberly Paquette, Peter Wild Crea, Kathryn Step, Emily Waldo, Mathew J Koretsky, Paula Saffie-Awad, Charles Achoru, Funmilola Taiwo, Simon Ozomma, Gerald Onwuegbuzie, Marzieh Khani, Spencer Grant, Lukman Owolabi, Chiamaka Okereke, Olajumoke Oshinaike, Emmanuel Iwuozo, Suleyman Can Akerman, Paul Suhwan Lee, Shyngle Oyakhire, Nosakhare Osemwegie, Kensuke Daida, Sani Abubakar, Adedunni Olusanya, Mariam Isayan, Christiane Alvarez, Rami Traurig, Adebimpe Ogunmodede, Sarah Samuel, Mary B Makarious, Fadimatu Sa'ad, Rashidat Olanigan, Kristin Levine, Ewere Marie Ogbimi, Dan Vitale, Francis Odiase, Francis Ojini, Olanike Odeniyi, Zih-Hua Fang, Nkechi Obianozie, Deborah A Hall, Ernest Nwazor, Tao Xie, Francesca Nwaokorie, Mahesh Padmanaban, Paul Nwani, Ejaz A Shamim, Alero Nnama, David Standaert, Morenikeji Komolafe, Marissa Dean, Godwin Osaigbovo, Elizabeth Disbrow, Ismaila Ishola, Ashley Rawls, Frank Imarhiagbe, Shivika Chandra, Cyril Erameh, Vanessa Hinson, Naomi Louie, Ahmed Idowu, J Solle, Scott A Norris, Abdullahi Ibrahim, Camilla Kilbane, Gauthaman Sukumar, Lisa M Shulman, Daniel Ezuduemoih, Julia Staisch, Sarah Breaux, Clifton Dalgard, Erin R Foster, Abiodun Bello, Andrew Ameri, Raquel Real, Erica Ikwenu, Huw R Morris, Roosevelt Anyanwu, Erin Furr Stimming, Kimberley Billingsley, Wemimo Alaofin, Pilar Alvarez Jerez, Osigwe Agabi, Dena G Hernandez, Rufus Akinyemi, Sampath Arepalli, Laksh Malik, Raymond Owolabi, Yakub Nyandaiti, Hampton L Leonard, Kolawole Wahab, Oladunni Abiodun, Carlos F Hernandez, Fatima Abdulai, Hirotaka Iwaki, Soraya Bardien, Christine Klein, John Hardy, Henry Houlden, Kamalini Ghosh Galvelis, Mike A Nalls, Nabila Dahodwala, Whitley Aamodt, Emily Hill, Alberto Espay, Stewart Factor, Chantale Branson, Cornelis Blauwendraat, Andrew B Singleton, Oluwadamilola Ojo, Lana M Chahine, Njideka Okubadejo, Sara Bandres-Ciga May 2026

Large-Scale Genetic Characterization Of Parkinson’S Disease In The African And African Admixed Populations, Fulya Akçimen, Kimberly Paquette, Peter Wild Crea, Kathryn Step, Emily Waldo, Mathew J Koretsky, Paula Saffie-Awad, Charles Achoru, Funmilola Taiwo, Simon Ozomma, Gerald Onwuegbuzie, Marzieh Khani, Spencer Grant, Lukman Owolabi, Chiamaka Okereke, Olajumoke Oshinaike, Emmanuel Iwuozo, Suleyman Can Akerman, Paul Suhwan Lee, Shyngle Oyakhire, Nosakhare Osemwegie, Kensuke Daida, Sani Abubakar, Adedunni Olusanya, Mariam Isayan, Christiane Alvarez, Rami Traurig, Adebimpe Ogunmodede, Sarah Samuel, Mary B Makarious, Fadimatu Sa'ad, Rashidat Olanigan, Kristin Levine, Ewere Marie Ogbimi, Dan Vitale, Francis Odiase, Francis Ojini, Olanike Odeniyi, Zih-Hua Fang, Nkechi Obianozie, Deborah A Hall, Ernest Nwazor, Tao Xie, Francesca Nwaokorie, Mahesh Padmanaban, Paul Nwani, Ejaz A Shamim, Alero Nnama, David Standaert, Morenikeji Komolafe, Marissa Dean, Godwin Osaigbovo, Elizabeth Disbrow, Ismaila Ishola, Ashley Rawls, Frank Imarhiagbe, Shivika Chandra, Cyril Erameh, Vanessa Hinson, Naomi Louie, Ahmed Idowu, J Solle, Scott A Norris, Abdullahi Ibrahim, Camilla Kilbane, Gauthaman Sukumar, Lisa M Shulman, Daniel Ezuduemoih, Julia Staisch, Sarah Breaux, Clifton Dalgard, Erin R Foster, Abiodun Bello, Andrew Ameri, Raquel Real, Erica Ikwenu, Huw R Morris, Roosevelt Anyanwu, Erin Furr Stimming, Kimberley Billingsley, Wemimo Alaofin, Pilar Alvarez Jerez, Osigwe Agabi, Dena G Hernandez, Rufus Akinyemi, Sampath Arepalli, Laksh Malik, Raymond Owolabi, Yakub Nyandaiti, Hampton L Leonard, Kolawole Wahab, Oladunni Abiodun, Carlos F Hernandez, Fatima Abdulai, Hirotaka Iwaki, Soraya Bardien, Christine Klein, John Hardy, Henry Houlden, Kamalini Ghosh Galvelis, Mike A Nalls, Nabila Dahodwala, Whitley Aamodt, Emily Hill, Alberto Espay, Stewart Factor, Chantale Branson, Cornelis Blauwendraat, Andrew B Singleton, Oluwadamilola Ojo, Lana M Chahine, Njideka Okubadejo, Sara Bandres-Ciga

Faculty, Staff and Student Publications

Elucidating the genetic contributions to Parkinson's disease aetiology across diverse ancestries is a critical priority for the development of targeted therapies in a global context. We conducted the largest sequencing characterization of potentially disease-causing, protein-altering and splicing mutations in 710 cases and 11 827 controls from genetically predicted African or African admixed ancestries. We explored copy number variants (CNVs) and runs of homozygosity in prioritized early onset and familial cases. Our study identified rare GBA1 coding variants to be the most frequent mutations among patients with Parkinson's disease, with a frequency of 4% in our case cohort. Of the 18 …