Medical Specialties Commons^™

Quality Assurance For Stereotactic Body Radiation Therapy For Gynecologic Malignancies, Samuel N Andersen, Mark D Bonnen, Michelle S Ludwig, Shraddha M Dalwadi

Faculty, Staff and Students Publications

The use of stereotactic body radiation therapy (SBRT) is not well studied or reported in the treatment of gynecologic malignancies, despite its success in the definitive management of other cancer sites. This report describes a rigorous quality assurance process for patients to undergo dose escalation to the pelvis via stereotactic photon beam irradiation. Patients who receive SBRT must be ineligible for conventional brachytherapy boost and undergo comprehensive informed consent. Fiducial placement, bowel prep, Foley catheter placement with standardized bladder filling, computerized tomography (CT) simulation with whole-body immobilization, magnetic resonance imaging (MRI)-assisted target delineation, planning aims based on the established brachytherapy …

Study Design And Methods: Us Study To Protect Brain Health Through Lifestyle Intervention To Reduce Risk (Us Pointer), Laura D Baker, Heather M Snyder, Mark A Espeland, Rachel A Whitmer, Miia Kivipelto, Nancy Woolard, Jeffrey Katula, Kathryn V Papp, Jennifer Ventrelle, Sarah Graef, Marcus A Hill, Scott Rushing, Julia Spell, Laura Lovato, Deborah Felton, Benjamin J Williams, Mina Ghadimi Nouran, Rema Raman, Tiia Ngandu, Alina Solomon, Sharon Wilmoth, Maryjo L Cleveland, Jeff D Williamson, Katherine L Lambert, Sarah Tomaszewski Farias, Claire E Day, Christy C Tangney, Darren R Gitelman, Olivia Matongo, Terrianne Reynolds, Valory N Pavlik, Melissa M Yu, Ashley S Alexander, Richard Elbein, Ann Marie Mcdonald, Stephen Salloway, Rena R Wing, Susan Antkowiak, Martha Clare Morris, Maria C Carrillo

Faculty, Staff and Students Publications

INTRODUCTION: The U.S. study to protect brain health through lifestyle intervention to reduce risk (U.S. POINTER) is conducted to confirm and expand the results of the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER) in Americans.

METHODS: U.S. POINTER was planned as a 2-year randomized controlled trial of two lifestyle interventions in 2000 older adults at risk for dementia due to well-established factors. The primary outcome is a global cognition composite that permits harmonization with FINGER.

RESULTS: U.S. POINTER is centrally coordinated and conducted at five clinical sites (ClinicalTrials.gov: NCT03688126). Outcomes assessments are completed at baseline and …

The Importance Of Considering Competing Risks In Recurrence Analysis Of Intracranial Meningioma, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Fuyou Guo, Pedro Góes, Manoel Antonio De Paiva Neto, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Anders Broechner, Mathias Jacobsen Bach, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen

Faculty, Staff and Students Publications

BACKGROUND: The risk of recurrence is overestimated by the Kaplan-Meier method when competing events, such as death without recurrence, are present. Such overestimation can be avoided by using the Aalen-Johansen method, which is a direct extension of Kaplan-Meier that accounts for competing events. Meningiomas commonly occur in older individuals and have slow-growing properties, thereby warranting competing risk analysis. The extent to which competing events are considered in meningioma literature is unknown, and the consequences of using incorrect methodologies in meningioma recurrence risk analysis have not been investigated.

METHODS: We surveyed articles indexed on PubMed since 2020 to assess the usage …

Successful Reuse Of A Donor Heart, Isaac S Alderete, Qimeng Gao, Abigail Benkert, Katherine Sun, Riley Kahan, Kannan Samy, Vincenzo Villani, Joseph W Turek, Deepak Vikraman, Carmelo A Milano, Michael W Manning, Andrew S Barbas

Faculty, Staff and Student Publications

Advances in surgical technique and multidisciplinary management have improved long-term survival for patients born with single ventricle physiology. However, patients who have undergone Fontan completion remain at risk for long-term comorbidities associated with the complex hemodynamic changes following the procedure, including Fontan failure and Fontan-associated liver disease.1 Combined heart-liver transplantation (CHLT) is a rare but lifesaving procedure that has been described in the setting of heart and liver failure secondary to Fontan failure.2 As long-term survival continues to improve for Fontan patients, the incidence of Fontan-associated liver disease will increase. Thus, improving CHLT outcomes and access to both …

Submental Island Flaps For Lateral Reconstruction: Technical Refinements For Optimal Outcomes And Resource Efficiency, My V H Nguyen, Yinan Xu, Kelly A Vaughn, Arturo E Hernandez

Faculty, Staff and Student Publications

Research suggests that bilingual children experience an extension or delay in the closing of the sensitive/critical period of language development due to multiple language exposure. Moreover, bilingual experience may impact the development of subcortical regions, although these conclusions are drawn from research with adults, as there is a scarcity of research during late childhood and early adolescence. The current study included 1215 bilingual and 5894 monolingual children from the ABCD Study to examine the relationship between subcortical volume and English vocabulary in heritage Spanish bilingual and English monolingual children, as well as volumetric differences between the language groups. We also …

The Role Of Palliative Care Consultation In Withdrawal Of Life-Sustaining Treatment Among Icu Patients Receiving Veno-Venous Extracorporeal Membrane Oxygenation (Vv-Ecmo): A Retrospective Case-Control Study, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel

Faculty, Staff and Student Publications

Background: Extracorporeal membrane oxygenation (ECMO) has extended the survivability of critically ill patients beyond their unsupported prognosis and has widened the timeframe for making an informed decision about the goal of care. However, an extended time window for survival does not necessarily translate into a better outcome and the sustaining treatment is ultimately withdrawn in many patients. Emerging evidence has implicated the determining role of palliative care consult (PCC) in direction of the care that critically ill patients receive. Objective: To evaluate the impact of PCC in withdrawal of life-sustaining treatment (WOLST) among critically ill patients, who were placed on …

Safety And Academic Outcomes Of College Campus-Based Advocacy Services, Rachel J Voth Schrag, Elizabeth Baumler, Dixie Hairston, Cynthia Jones, Leila Wood

Faculty, Staff and Student Publications

Intimate partner violence (IPV), sexual assault, and stalking are consequential public health and safety issues with wide reaching impacts on emerging adults, including those on college campuses in the United States. In response to high rates of violence among college student populations, universities are developing campus-based advocacy (CBA) programs, which aim to support survivors of interpersonal violence through supportive connections, resource acquisition, and safety planning. However, little data exists related to their impact on key student-survivor outcomes. Thus, this study aims to understand (a) the approach CBA programs use to address safety and academic concerns of student-survivors, and (b) the …

Burden Of Dog Bite Injuries And Wound Management Practices To Prevent Rabies Among Dog Owners, Dhawani Julka, Amir M Khan, Nitu Kumari, Ujjwal Soni

Faculty, Staff and Student Publications

BACKGROUND: Despite members of dog-owning families being at a higher risk of dog bites owing to their proximity to dogs in their household, there are hardly any studies from India which focus on the burden of dog bites among them and their rabies control and prevention practices. This study aimed to estimate the burden of dog bites among dog owners and their wound management practices to prevent rabies.

MATERIALS AND METHODS: A cross-sectional study was conducted among pet dog owners in a high-end housing society of National Capital Region of Delhi. A pre-tested and pre-validated schedule was used to collect …

The Biology Of Hope: Inflammatory And Neuroendocrine Profiles In Ovarian Cancer Patients, Susan K Lutgendorf, Rachel M Telles, Brendan Whitney, Premal H Thaker, George M Slavich, Michael J Goodheart, Frank J Penedo, Alyssa E Noble, Steven W Cole, Anil K Sood, Benjamin W Corn

Faculty, Staff and Student Publications

INTRODUCTION: Although the concept of hope is highly relevant for cancer patients, little is known about its association with cancer-relevant biomarkers. Here we examined how hope was related to diurnal cortisol and interleukin-6 (IL-6), a pro-inflammatory cytokine previously associated with tumor biology and survival in ovarian cancer. Secondly, we examined whether hope and hopelessness are distinctly associated with these biomarkers.

METHOD: Participants were 292 high-grade ovarian cancer patients who completed surveys and provided saliva samples 4x/daily for 3 days pre-surgery to assess diurnal cortisol. Blood (pre-surgery) and ascites were assessed for IL-6. Hope and hopelessness were assessed using standardized survey …

The Role Of Family Accommodation In Child Posttraumatic Stress Symptoms And Functional Impairment In The Context Of Cognitive Behavioral Therapy, Ogechi Cynthia Onyeka, Samuel D Spencer, Alison Salloum, Katie Jiannetto, Eric A Storch

Faculty, Staff and Students Publications

BACKGROUND: Caregiver behaviors such as family accommodation (FA) are negatively reinforced by reduced distress in the short term, but ultimately maintain symptoms. It is important to explore the role of FA on symptoms and impairment. The current study examined the relationship among FA, posttraumatic stress symptoms (PTSS), and functional impairment in a sample of children and their caregivers who completed trauma treatment.

METHOD: Participants included 183 children and their caregivers (M age = 7.89; 55.19 % female; 73.22 % non-Hispanic; 51.37 % White). Data consisted of parent-reported measures collected at baseline, post-treatment, and 12-month follow-up from a randomized control trial …

Blood Epigenome-Wide Association Studies Of Suicide Attempt In Adults With Bipolar Disorder, Salahudeen Mirza, Camila N C Lima, Alexandra Del Favero-Campbell, Alexandre Rubinstein, Natasha Topolski, Brenda Cabrera-Mendoza, Emese H C Kovács, Hilary P Blumberg, Jenny Gringer Richards, Aislinn J Williams, John A Wemmie, Vincent A Magnotta, Jess G Fiedorowicz, Marie E Gaine, Consuelo Walss-Bass, Joao Quevedo, Jair C Soares, Gabriel R Fries

Faculty, Staff and Student Publications

Suicide attempt (SA) risk is elevated in individuals with bipolar disorder (BD), and DNA methylation patterns may serve as possible biomarkers of SA. We conducted epigenome-wide association studies (EWAS) of blood DNA methylation associated with BD and SA. DNA methylation was measured at >700,000 positions in a discovery cohort of n = 84 adults with BD with a history of SA (BD/SA), n = 79 adults with BD without history of SA (BD/non-SA), and n = 76 non-psychiatric controls (CON). EWAS revealed six differentially methylated positions (DMPs) and seven differentially methylated regions (DMRs) between BD/SA and BD/non-SA, with multiple immune-related …

More Physicians Alone Won’T Solve Rural America’S Health Care Problems, Atul Grover

Marshall Journal of Medicine

Policymakers have voiced their hope that locating family doctors and other primary care physicians within rural communities would, by itself, improve the health status of rural residents. However, access does not necessarily translate to better health. Rural populations face disproportionately worse health outcomes and inequities compared to urban populations. To improve the health care of rural America, it is critical to define—and periodically reassess—the problem and identify varying targeted policies.

It's Not That We Care Less: Insights Into Health Care Utilization For Comorbid Diabetes And Depression Among Latinos, Sharon Borja, Miriam G Valdovinos, Kenia M Rivera, Natalia Giraldo-Santiago, Robin E Gearing, Luis R Torres

Faculty, Staff and Student Publications

Despite robust knowledge regarding the socio-economic and cultural factors affecting Latino* access to healthcare, limited research has explored service utilization in the context of comorbid conditions like diabetes and depression. This qualitative study, embedded in a larger mixed-methods project, aimed to investigate perceptions held by Latinos and their social support systems (i.e., family members) regarding comorbid diabetes and depression and to identify barriers and facilitators to their help-seeking behaviors and treatment engagement. Bilingual and bicultural researchers conducted eight focus groups with 94 participants in a large U.S. metropolitan area and were primarily conducted in Spanish. The participants either had a …

Action-Outcome Delays Modulate The Temporal Expansion Of Intended Outcomes, Rohan R Donapati, Anuj Shukla, Raju S Bapi

Faculty, Staff and Student Publications

The phenomenon of intentional binding pertains to the perceived connection between a voluntary action and its anticipated result. When an individual intends an outcome, it appears to subjectively extend in time due to a pre-activation of the intended result, particularly evident at shorter action-outcome delays. However, there is a concern that the operationalisation of intention might have led to a mixed interpretation of the outcome expansion attributed to the pre-activation of intention, given the sensitivity of time perception and intentional binding to external cues that could accelerate the realisation of expectations. To investigate the expansion dynamics of an intended outcome, …

Novel Advancements In Covid-19 And Neuroscience, Alessio Simonetti, Evelina Bernardi, Gabriele Sani

Faculty, Staff and Students Publications

From an initial cluster of cases reported in Wuhan, the SARS-Cov-2 infection has since spread globally, causing a pandemic that began on 11 March 2020 [...].

Tetravalent Sars-Cov-2 S1 Subunit Protein Vaccination Elicits Robust Humoral And Cellular Immune Responses In Siv-Infected Rhesus Macaque Controllers, Rachel C Vanderkruik, Craig Ferguson, Lauren A Kobylski, Joseph J Locascio, Gabriella E Hamlett, Parker C Killenberg, Robert Lewis, Noah Jones, Ella T Rossa, Hannah Dineen, Rosalind Picard, Lee S Cohen

Faculty, Staff and Student Publications

BACKGROUND: Depression during pregnancy is increasingly recognized as a worldwide public health problem. If untreated, there can be detrimental outcomes for the mother and child. Anxiety is also often comorbid with depression. Although effective treatments exist, most women do not receive treatment. Technology is a mechanism to increase access to and engagement in mental health services.

OBJECTIVE: The Guardians is a mobile app, grounded in behavioral activation principles, which seeks to leverage mobile game mechanics and in-game rewards to encourage user engagement. This study seeks to assess app satisfaction and engagement and to explore changes in clinical symptoms of depression …

Psychological Distress In Low-Income And Economically Marginalized Populations In India: Protective And Risk Factors, Dipti Singh, Shagufta Nasir, Juhi Sharma, Lydia Giménez-Llort, Mohammad Ghazi Shahnawaz

Faculty, Staff and Student Publications

Studies at the juncture of development economics and public health take on considerable responsibility in addressing inequality and related mental health distress. Mental healthcare in economically marginalized populations requires depicting the linkages between socioeconomic status and psychological distress. In the present work, a sequential mixed-methods design was used to study 190 people in such communities in India. Gender-dependent psychological distress was found according to the Kessler Psychological Distress Scale (K-10) with moderate distress in women (M = 26.30, SD = 9.15) and mild distress in men (M = 21.04, SD = 8.35). Regression analysis indicated that gender significantly predicted psychological …

Severe Dysphagia With Eosinophilic Esophagitis Pattern Of Injury Related To Pembrolizumab Therapy, James S Barnett, Kevin K Yu, Xavier Rivera Rivera, Asmeen Bhatt

Faculty, Staff and Student Publications

While immune checkpoint inhibitor (ICI) therapies are effective treatments for many cancers, ICI therapies are associated with immune-related adverse events. We present a 67-year-old man with non-small cell lung carcinoma, who developed severe dysphagia with biopsies from an esophagogastroduodenoscopy showing histopathology consistent with eosinophilic esophagitis while on ICI maintenance therapy with pembrolizumab. The patient's symptoms worsened despite standard therapy. However, he had complete resolution of dysphagia symptoms once pembrolizumab was discontinued. While immune-related adverse events affecting the gastrointestinal system are increasingly recognized, ICI-associated eosinophilic esophagitis is a rare entity.

Strategies For Healthcare Professionals To Identify And Assist Migrant Children At Risk Of Labour Exploitation Or Trafficking, Jordan Greenbaum, Melissa I M Torres, Phuong T Nguyen, John H Coverdale, Mollie R Gordon

Faculty, Staff and Students Publications

Increasingly large numbers of children and youth are migrating across international borders with many seeking employment in both formal and informal work sectors. These young people are at high risk of exploitation. Healthcare professionals need to be able to recognise vulnerable patients and advocate for their protection and safety, yet there is a paucity of literature that provides guidance on how to accomplish this. The goal of this paper is to provide guidance to clinicians on identifying and assisting migrant paediatric patients at risk of being exploited in the work sector, including conducting a risk assessment and making decisions about …

Prenatal Cocaine Exposure And Its Influence On Pediatric Epigenetic Clocks And Epigenetic Scores In Humans, Thiago Wendt Viola, Christina Danzer, Victor Mardini, Claudia Szobot, João Henrique Chrusciel, Laura Stertz, Joy M Schmitz, Consuelo Walss-Bass, Gabriel R Fries, Rodrigo Grassi-Oliveira

Faculty, Staff and Student Publications

The investigation of the effects of prenatal cocaine exposure (PCE) on offspring has been inconsistent, with few studies investigating biological outcomes in humans. We profiled genome-wide DNA methylation (DNAm) of umbilical cord blood (UCB) from newborns with (n = 35) and without (n = 47) PCE. We used DNAm data to (1) assess pediatric epigenetic clocks at birth and (2) to estimate epigenetic scores (ES) for lifetime disorders. We generated gestational epigenetic age estimates (DNAmGA) based on Knight and Bohlin epigenetic clocks. We also investigated the association between DNAmGA and UCB serum brain-derived neurotrophic factor (BDNF) levels. Considering the large-scale …

Deepvelo: Deep Learning Extends Rna Velocity To Multi-Lineage Systems With Cell-Specific Kinetics, Haotian Cui, Hassaan Maan, Maria C Vladoiu, Jiao Zhang, Michael D Taylor, Bo Wang

Faculty, Staff and Students Publications

Existing RNA velocity estimation methods strongly rely on predefined dynamics and cell-agnostic constant transcriptional kinetic rates, assumptions often violated in complex and heterogeneous single-cell RNA sequencing (scRNA-seq) data. Using a graph convolution network, DeepVelo overcomes these limitations by generalizing RNA velocity to cell populations containing time-dependent kinetics and multiple lineages. DeepVelo infers time-varying cellular rates of transcription, splicing, and degradation, recovers each cell's stage in the differentiation process, and detects functionally relevant driver genes regulating these processes. Application to various developmental and pathogenic processes demonstrates DeepVelo's capacity to study complex differentiation and lineage decision events in heterogeneous scRNA-seq data.

Exploring The Link Between Urinary Albumin Excretion And Neutrophil-To-Lymphocyte Ratio In Type 2 Diabetes Mellitus: A Cross-Sectional Study, B Dharani, S Sugantha Priya, Suba A

Digital Journal of Clinical Medicine

Objectives: Type 2 diabetes mellitus (T2DM) is a chronic disease characterized by persistent hyperglycemia resulting from insulin resistance and inadequate insulin production. A critical aspect of T2DM is its microvascular complications, notably diabetic nephropathy, which progresses from microalbuminuria to overt proteinuria, and eventually End-Stage Renal Disease (ESRD). Inflammation-induced endothelial dysfunction is a key factor in the progression of diabetic nephropathy. The neutrophil-to-lymphocyte ratio (NLR) is an easily measurable marker derived from routine leukocyte analysis, reflecting systemic inflammation. Despite the known association between chronic inflammation and diabetic nephropathy, studies exploring this relationship remain limited. This study aims to investigate the correlation …

Polygenic Scores For Tobacco Use Provide Insights Into Systemic Health Risks In A Diverse Ehr-Linked Biobank In Los Angeles, Vidhya Venkateswaran, Kristin Boulier, Yi Ding, Ruth Johnson, Arjun Bhattacharya, Bogdan Pasaniuc

Faculty, Staff and Student Publications

Tobacco use is a major risk factor for many diseases and is heavily influenced by environmental factors with significant underlying genetic contributions. Here, we evaluated the predictive performance, risk stratification, and potential systemic health effects of tobacco use disorder (TUD) predisposing germline variants using a European- ancestry-derived polygenic score (PGS) in 24,202 participants from the multi-ancestry, hospital-based UCLA ATLAS biobank. Among genetically inferred ancestry groups (GIAs), TUD-PGS was significantly associated with TUD in European American (EA) (OR: 1.20, CI: [1.16, 1.24]), Hispanic/Latin American (HL) (OR:1.19, CI: [1.11, 1.28]), and East Asian American (EAA) (OR: 1.18, CI: [1.06, 1.31]) GIAs but …

Acetylcholine Receptor Based Chemogenetics Engineered For Neuronal Inhibition And Seizure Control Assessed In Mice, Quynh-Anh Nguyen, Peter M Klein, Cheng Xie, Katelyn N Benthall, Jillian Iafrati, Jesslyn Homidan, Jacob T Bendor, Barna Dudok, Jordan S Farrell, Tilo Gschwind, Charlotte L Porter, Annahita Keravala, G Steven Dodson, Ivan Soltesz

Faculty, Staff and Students Publications

Epilepsy is a prevalent disorder involving neuronal network hyperexcitability, yet existing therapeutic strategies often fail to provide optimal patient outcomes. Chemogenetic approaches, where exogenous receptors are expressed in defined brain areas and specifically activated by selective agonists, are appealing methods to constrain overactive neuronal activity. We developed BARNI (Bradanicline- and Acetylcholine-activated Receptor for Neuronal Inhibition), an engineered channel comprised of the α7 nicotinic acetylcholine receptor ligand-binding domain coupled to an α1 glycine receptor anion pore domain. Here we demonstrate that BARNI activation by the clinical stage α7 nicotinic acetylcholine receptor-selective agonist bradanicline effectively suppressed targeted neuronal activity, and controlled both …

Overnight 1-Mg Dst Serum Cortisol In Various Stages Of Chronic Kidney Disease-Normative Data And Underlying Mechanisms, Robin Garg, Saba Samad Memon, Anurag Lila, Vijaya Sarathi, Priyanka Patil, Tukaram Jamale, Sreyashi Bose, Manjiri Karlekar, Virendra Patil, Nalini Shah, Tushar Bandgar

Faculty, Staff and Student Publications

CONTEXT: Data on the overnight 1 mg-dexamethasone suppression test (ONDST) in renal dysfunction are limited.

OBJECTIVE: We aim to determine the normative range of ONDST cortisol across chronic kidney disease (CKD) stages and reasons for its alteration.

METHODS: Prospectively, 180 CKD (30 each in G2-G5/5D) patients and 30 healthy controls underwent ONDST 8 Am serum cortisol (chemiluminescent immunoassay [CLIA]). In an exploratory cohort, 45 (15 each: G3b/G4, G5/G5D, and healthy controls) individuals' blood biochemistry for basal (8 Am) cortisol and adrenocorticotropin (ACTH), post-ONDST 8 Am dexamethasone, ACTH, cortisol (CLIA and liquid chromatography-tandem mass spectrometry), and 4 Pm cortisol was collected. …

Deepbiomarker2: Prediction Of Alcohol And Substance Use Disorder Risk In Post-Traumatic Stress Disorder Patients Using Electronic Medical Records And Multiple Social Determinants Of Health, Oshin Miranda, Peihao Fan, Xiguang Qi, Haohan Wang, M Daniel Brannock, Thomas R Kosten, Neal David Ryan, Levent Kirisci, Lirong Wang

Faculty, Staff and Students Publications

Prediction of high-risk events amongst patients with mental disorders is critical for personalized interventions. We developed DeepBiomarker2 by leveraging deep learning and natural language processing to analyze lab tests, medication use, diagnosis, social determinants of health (SDoH) parameters, and psychotherapy for outcome prediction. To increase the model's interpretability, we further refined our contribution analysis to identify key features by scaling with a factor from a reference feature. We applied DeepBiomarker2 to analyze the EMR data of 38,807 patients from the University of Pittsburgh Medical Center diagnosed with post-traumatic stress disorder (PTSD) to determine their risk of developing alcohol and substance …

Comparative Transcriptomic Analysis Of Cerebellar Astrocytes Across Developmental Stages And Brain Regions, Wookbong Kwon, Dong-Joo Choi, Kwanha Yu, Michael R Williamson, Sanjana Murali, Yeunjung Ko, Junsung Woo, Benjamin Deneen

Faculty, Staff and Students Publications

Astrocytes are the most abundant glial cell type in the central nervous system, and they play a crucial role in normal brain function. While gliogenesis and glial differentiation occur during perinatal cerebellar development, the processes that occur during early postnatal development remain obscure. In this study, we conducted transcriptomic profiling of postnatal cerebellar astrocytes at postnatal days 1, 7, 14, and 28 (P1, P7, P14, and P28), identifying temporal-specific gene signatures at each specific time point. Comparing these profiles with region-specific astrocyte differentially expressed genes (DEGs) published for the cortex, hippocampus, and olfactory bulb revealed cerebellar-specific gene signature across these …

Effect Of Maternal Adverse Childhood Experiences (Aces) And Maternal Resiliency On Early Childhood Outcomes On Vaccination Adherence And Emergency Department Visits, Leslie Abraham, Hsiao-Wei Banks, John P. Gaughan, Alla Kushnir

Cooper Rowan Medical Journal

Introduction: Adverse Childhood Experiences (ACEs) are traumatic events that occurred to an individual during ages 0-17 years. The 1998 Adverse Childhood Experiences (ACE) suggested higher ACE scores contributed to negative future health outcomes. The tool is now used to screen at-risk populations for the development of chronic health conditions. Protective factors, such as resilience, were later studied and found to offset the negative health impacts of traumatic childhood events. The 7Cs questionnaire was a tool developed to measure resilience in adolescents and demonstrated better health outcomes despite the presence of higher ACE scores. This pilot study evaluated whether higher …

Single-Cell Multi-Omic Analysis Of The Vestibular Schwannoma Ecosystem Uncovers A Nerve Injury-Like State, Thomas F Barrett, Bhuvic Patel, Saad M Khan, Riley D Z Mullins, Aldrin K Y Yim, Sangami Pugazenthi, Tatenda Mahlokozera, Gregory J Zipfel, Jacques A Herzog, Michael R Chicoine, Cameron C Wick, Nedim Durakovic, Joshua W Osbun, Matthew Shew, Alex D Sweeney, Akash J Patel, Craig A Buchman, Allegra A Petti, Sidharth V Puram, Albert H Kim

Faculty, Staff and Students Publications

Vestibular schwannomas (VS) are benign tumors that lead to significant neurologic and otologic morbidity. How VS heterogeneity and the tumor microenvironment (TME) contribute to VS pathogenesis remains poorly understood. In this study, we perform scRNA-seq on 15 VS, with paired scATAC-seq (n = 6) and exome sequencing (n = 12). We identify diverse Schwann cell (SC), stromal, and immune populations in the VS TME and find that repair-like and MHC-II antigen-presenting SCs are associated with myeloid cell infiltrate, implicating a nerve injury-like process. Deconvolution analysis of RNA-expression data from 175 tumors reveals Injury-like tumors are associated with larger tumor size, …

Associations Between Genetically Predicted Plasma Protein Levels And Alzheimer’S Disease Risk: A Study Using Genetic Prediction Models, Jingjing Zhu, Shuai Liu, Keenan A Walker, Hua Zhong, Dalia H Ghoneim, Zichen Zhang, Praveen Surendran, Sarah Fahle, Adam Butterworth, Md Ashad Alam, Hong-Wen Deng, Chong Wu, Lang Wu

Faculty, Staff and Student Publications

BACKGROUND: Specific peripheral proteins have been implicated to play an important role in the development of Alzheimer's disease (AD). However, the roles of additional novel protein biomarkers in AD etiology remains elusive. The availability of large-scale AD GWAS and plasma proteomic data provide the resources needed for the identification of causally relevant circulating proteins that may serve as risk factors for AD and potential therapeutic targets.

METHODS: We established and validated genetic prediction models for protein levels in plasma as instruments to investigate the associations between genetically predicted protein levels and AD risk. We studied 71,880 (proxy) cases and 383,378 …