Digital Commons Network^™

A Multidomain Peptide Hydrogel-Liposome Composite For Controlled Release Of A Cyclic Dinucleotide In Oral Cancer, Joseph W R Swain, Andrea H Molina, Gemalene M Sunga, Danielle Chew-Martinez, Neeraja Dharmaraj, Alejandra Cobos Perez, Arghadip Dey, Ephraim J Vázquez-Rosado, Simon Young, Jeffrey D Hartgerink

Faculty, Staff and Student Publications

While immunotherapy is a promising treatment strategy for cancer, the majority of head and neck squamous cell carcinoma (HNSCC) patients treated with single-agent immunotherapy do not respond. Therefore, researchers are investigating combination treatments with immunostimulatory molecules that can maximize anti-tumor responses. Cyclic dinucleotides (CDNs) are STING agonists that hold promise in combination approaches, but they require frequent intratumoral administration when used in both preclinical models of HNSCC and clinical trials. To reduce administration frequency, we have created a peptide hydrogel–liposome composite system, K2-Lip(CDN), for local and prolonged availability of CDN. We investigated the loading limits of cationic liposomes in both …

A Machine-Learning-Based Tool For Stroke Risk Prediction In Blunt Cerebrovascular Injury: Development And Preliminary Evaluation, Victoria Wagner, Joshua D Preston, Alejandro De Leon Castro, William F Mueller, Jonathan Nguyen, Manuel Garcia-Toca, Elizabeth R Benjamin, S Rob Todd, Jason D Sciarretta

Faculty, Staff and Student Publications

Purpose: Stroke risk correlates with the Biffl grading system in blunt cerebrovascular injury (BCVI). Although anti-thrombotic therapy is the mainstay of stroke prevention, no point-of-care clinical decision-support tool exists to guide timing for therapy. We sought to develop an interactive online calculator that incorporates patient-specific demographic and injury characteristics to estimate stroke risk and risk reduction with anti-thrombotic (AT) administration.

Methods: Data from BCVI patients (n = 1,197) at a Level I Trauma Center were retrospectively collected. Six machine learning methods were employed to predict stroke risk with and without AT therapy. Class imbalance was addressed using downsampling and/or class …

A Rare Case Of Cutaneous Extramedullary Hematopoiesis In Chronic Myeloid Leukemia, Bennett Christie-Nguyen, Hanadi El Achi, Levani Iashvili, Amer Wahed, Brenda Mai, Jacob Armstrong

Faculty, Staff and Student Publications

Cutaneous extramedullary hematopoiesis (CEH) is a rare manifestation of extramedullary hematopoiesis (EMH), a process typically associated with fetal development or myeloproliferative neoplasms. EMH most commonly involves the spleen, liver, and lymph nodes, with CEH being exceedingly rare in chronic myeloid leukemia (CML). Here, we present a 34-year-old Hispanic male with multiple bilateral lower extremity lesions, right buttock and leg pain, fatigue, and splenomegaly, who was found to have chronic-phase CML. Punch biopsy of one of the skin lesions demonstrated dermal infiltration by maturing hematopoietic elements, including granulocytes, megakaryocytes, and erythroid precursors, with fluorescence in situ hybridization (FISH) testing confirming a …

Epigenome-Wide Association Study Of Blood Proteome In The Atherosclerosis Risk In Communities Study, Yang Li, Aditya Surapaneni, Zulema Rodriguez-Hernandez, Pascal Schlosser, Eugene P Rhee, Eric Boerwinkle, Bing Yu, Megan L Grove, Kelly V Ruggles, Josef Coresh, Morgan Grams

Faculty, Staff and Student Publications

Characterizing the relationship between DNA methylation and circulating proteins is critical to understanding the epigenetic regulation of the human plasma proteome. Here, we performed an epigenome-wide association study of 5,032 circulating proteins in 1,449 White and 315 Black participants from the Atherosclerosis Risk in Communities cohort. We identified 12,500 significant protein quantitative trait methylation (pQTM)-protein associations involving 1,647 proteins. Among 7,796 unique pQTMs, 14.7% were classified as cis-pQTMs, which were enriched for fundamental cellular processes, whereas trans-pQTMs were predominantly linked to immune-related functions. Trans-pQTMs also exhibited stronger associations with demographic, lifestyle, and clinical traits as compared with cis-pQTMs. We identified …

Multi-Trait Polygenic Scores For Copd And Copd Exacerbations Implicate Druggable Proteins, Chengyue Zhang, Iain R Konigsberg, Yixuan He, Jingzhou Zhang, Tinashe Chikowore, William B Feldman, Xiaowei Hu, Yi Ding, Bogdan Pasaniuc, Diana Chang, Qingwen Chen, Jessica A Lasky-Su, Julian Hecker, Martin D Tobin, Jing Chen, Sean Kalra, Katherine A Pratte, Hae Kyung Im, Emily S Wan, Ani Manichaikul, Edwin K Silverman, Russell P Bowler, Leslie A Lange, Victor E Ortega, Alicia R Martin, Michael H Cho, Matthew R Moll

Faculty, Staff and Student Publications

BACKGROUND

We constructed multi-trait polygenic risk scores (PRSs) predicting chronic obstructive pulmonary disease (COPD) and exacerbations, validated their performance in diverse cohorts, and identified PRS-related proteins for potential therapeutic targeting.

METHODS

PRSmix+, a multi-trait PRS framework, is used to train a composite PRS (PRSmulti) in COPDGene non-Hispanic White participants (n = 6,647). Associations of PRSmulti with COPD status (GOLD 2–4 vs. GOLD 0 or ICD) and exacerbation frequency were tested in COPDGene African American (n = 2,466), ECLIPSE (n = 1,858), Mass General Brigham Biobank (n = 15,152), and All of Us (n = 118,566). …

Correction: Exploiting Prmt5 As A Target For Combination Therapy In Mantle Cell Lymphoma Characterized By Frequent Atm And Tp53 Mutations, Yuxuan Che, Yang Liu, Yixin Yao, Holly A Hill, Yijing Li, Qingsong Cai, Fangfang Yan, Preetesh Jain, Wei Wang, Lixin Rui, Michael Wang

Faculty, Staff and Student Publications

No abstract provided.

An Artificial Intelligence Optimized Hepatic Differentiation Unveils Nr5a2 And Ap-1 Transcriptional Regulation In Hepatic Maturation, Zijun Huo, Jian Tu, Wei-Lei Yang, Mo-Fan Huang, Ruoyu Wang, Chih-Wei Chu, An Xu, Yao Yu, Tara N Tavakol, Mikal Kizilbash, Megan E Fisher, Yu-Wen Huang, Dandan Zhu, Trinh T T Phan, Rachel Shoemaker, Ya-Wen Chen, Yang Zhang, Chad D Huff, Shih-Yu Chen, Tien-Jen Liu, Haipeng Xiao, Dung-Fang Lee, Ruiying Zhao

Faculty, Staff and Student Publications

The generation of hepatocyte-like cells (HLCs) from human pluripotent stem cells (hPSCs) holds great promise for drug discovery and cell-based therapy for liver disease. However, current differentiation protocols are complicated and unstable, and the underlying gene regulatory mechanisms of hepatic differentiation remain incompletely defined. Here, we developed a machine learning-based artificial intelligence (AI) tool using phase-contrast images of hepatic progenitor cells (HPCs), which are essential for generating HLCs. The AI tool significantly improves the success rate of hepatic differentiation without the need for immunostaining or lineage tracing. By optimizing the methodology, we achieved an impressive purity of 90-95% for HLCs …

The Effects Of Orexin Receptor Antagonism During Early Withdrawal In Stimulant Use Disorder: Protocol For A Proof-Of-Concept Study, Heather Webber, Nikky Tran, Rita Blake, Sarah Goldman, Trevor George, Bill Bailey, Robert Suchting, Jin Yoon, Jessica Vincent, Michael Weaver, Joy Schmitz, Scott Lane

Faculty, Staff and Student Publications

Background: Stimulant use disorders (StimUDs), including cocaine and methamphetamine use disorders, remain a major public health concern in the United States with no US Food and Drug Administration (FDA)-approved pharmacological treatments. The early recovery period following stimulant use is marked by sleep disturbances, heightened stress reactivity, and dysregulated reward processing, contributing to high rates of resumption of use. Evidence from animal and human studies supports the orexin neuropeptide system as a promising therapeutic target for minimizing these disruptive mechanisms. Suvorexant, an FDA-approved dual orexin receptor antagonist for insomnia, has previously been shown to improve sleep, reduce stress, and attenuate craving …

Integration Of Aged Brain Multi-Omics Reveals Cross-System Mechanisms Underlying Alzheimer’S Disease Heterogeneity, Lucas P Scheidemantel, Katia De Paiva Lopes, Chris Gaiteri, Vilas Menon, Philip L De Jager, Julie A Schneider, Aron S Buchman, Yanling Wang, Shinya Tasaki, Roberto T Raittz, David A Bennett, Ricardo A Vialle

Faculty, Staff and Student Publications

The molecular correlates of Alzheimer's disease (AD) are increasingly being defined by multi-omics. However, findings from different data types are often difficult to reconcile. Here, we apply a data-driven multi-omics framework integrating seven omics layers from up to 1,358 aged human brain samples from the Religious Orders Study and Rush Memory and Aging Project. We demonstrate sprawling cross-omics biological factors relating to AD phenotypes. The strongest AD-associated factor (factor 8) is characterized by elevated immune activity at the epigenetic level, decreased heat shock gene expression in the transcriptome, and disrupted energy metabolism and cytoskeletal dynamics in the proteome. Unsupervised clustering …

A Qualitative Analysis Of Pediatricians' Perspectives Regarding Barriers, Facilitators, And Strategies For Providing Timely Autism Spectrum Disorder Screening And Diagnosis, Mallika Mathur, Jinni Tang, Christine Markham, Sandra Mckay, Ruosha Li, Deepali Ernest, Allison Marshall, Shreela Sharma

Faculty, Staff and Student Publications

Background: Autism spectrum disorder (ASD) is a developmental disorder that has increased in prevalence over the years. Diagnosis and subsequent intervention by the age of 3 is essential for development. However, recent estimates indicate that less than 50% of children receive an evaluation by age 3. Underserved populations are more likely to receive an evaluation at an older age. Several barriers in the diagnostic process have been identified; however, limited studies have aimed at understanding the specifics of these barriers among underserved populations and whether current strategies are beneficial for all children.

Objectives: The aim of this study was to …

Intravascular Position-Sensitive Positron-Counting Catheter For Atherosclerotic Plaques, Takehiro Nakahara, Shinichiro Fujimoto, Jagat Narula, H William Strauss, Navneet Narula, Tohru Minamino, Hiroyuki Daida, Masahiro Jinzaki

Faculty, Staff and Student Publications

Purpose: Rupture prone high-risk atheromatous plaques are characterized by large necrotic core volumes covered by thin fibrous caps which are positively remodeled; these plaques are significantly inflamed by the cells of monocyte-macrophage origin. We propose that the development of a position-sensitive positron-counting catheter, adding directionality with lead shields (sCath), would help record quantitative location-specific uptake of specifically targeted radiotracers against inflammation.

Methods: For in-vitro study, the catheter was placed on 18F point sources to measure the radioactivity counts. For ex-vivo study, the 9 aortas dissected from the rabbit model of atherosclerosis were exposed, and catheters were pulled back every 1 …

Untangling Impacts Of Socioeconomic Position, Chronic Disease, And Low-Level Pm2.5 Exposure On Mortality Among Native American Medicare Beneficiaries, Judy Wendt Hess, Wenyaw Chan

Faculty, Staff and Student Publications

Ambient fine particulate matter (PM2.5) is associated with increased mortality at concentrations below current regulatory standards. Studies of low-level exposure often rely on large administrative cohorts whose geographic and demographic composition may influence observed associations. In a prior analysis, we observed an association between long-term PM2.5 and all-cause mortality among Native American Medicare beneficiaries living in zip codes within the lowest decile of PM2.5 exposure. The present study, a case-control analysis of 1,713,399 low-PM2.5-exposed beneficiaries enrolled in traditional Medicare during 2015-2016, evaluated whether this association could be explained by geographic context, socioeconomic position (SEP), or baseline health status. We used …

Translationally-Relevant Tumor Resection Model For Murine Preclinical Models Of Oral Squamous Cell Carcinoma, Gemalene M Sunga, Alejandra Cobos Perez, Andrea H Molina, Nourhan Hussein, Neeraja Dharmaraj, Andrew Sikora, Simon Young

Faculty, Staff and Student Publications

Currently, the first-line treatment for the most common form of head and neck squamous cell carcinoma (HNSCC), oral cavity squamous cell carcinoma (OSCC), is surgical resection, followed by risk-adapted treatments, such as chemoradiotherapy. However, with the current standard of care and even the emergence of new treatments, such as checkpoint blockade, the overall survival for advanced, recurrent disease remains high, and the prevalence of head and neck cancer is projected to continue to increase in the coming years. Thus, deeper investigation into current standard-of-care modalities, in addition to novel therapeutics, is necessary to translate potential and promising treatment options to …

Opportunities And Barriers For Innovation At The Interface Of Engineering And Maternal-Fetal Medicine, Thomas S Howlett, Jacqueline G Parchem, Kelsey L Swingle

Faculty, Staff and Student Publications

The development of safe and effective maternal-fetal therapeutics is significantly hindered by chronic underfunding, inequitable access to specialized care, and persistent sociopolitical stigmas surrounding women’s health. Addressing these challenges will require interdisciplinary collaboration between clinicians, scientists, and engineers to design accessible therapeutics for maternal-fetal healthcare.

Bdcd: A Comprehensive Brain Disease Cell-Cell Communication Database, Xinyi Liu, Citu Citu, Wendao Liu, Nitesh Enduru, Andi Liu, Chia-Hao Tung, Zhongming Zhao

Faculty, Staff and Student Publications

Dysregulated cell–cell communication (CCC) is increasingly recognized as a driver of brain disease pathology, contributing to neuroinflammation, synaptic dysfunction, and neurodegeneration. Nevertheless, existing resources remain limited in brain specificity, regional coverage, and functional annotation. To address this gap, we develop the Brain Disease Cell-cell communication Database (BDCD), the first comprehensive resource focused on CCC networks across major brain diseases. BDCD integrates 38 manually curated datasets, comprising 8 519 425 single cells from single-cell RNA-seq studies and 140 744 spots from spatial transcriptomic maps, spanning 14 brain regions and 13 canonical cell types covering Alzheimer’s disease, Parkinson’s disease, schizophrenia, bipolar disorder, …

Instrumental Avoidance Promotes Safety Learning Across Distributed Neural Circuits, Zhenfu Wen, Lihan Cui, Muhammad Badarnee, Kai Zhang, Isabel Moallem, Hannah Mcmanus, Zakiya Atiyah, Joseph Borrelli, Wen Li, L Elliot Hong, Peter Kochunov, Mohammed R Milad

Faculty, Staff and Student Publications

Background: Instrumental avoidance is a coping strategy that plays a critical role in anxiety and trauma-related disorders. Yet, the neural mechanisms supporting instrumental avoidance and its interaction with extinction learning remain incompletely understood.

Methods: Fifty-nine healthy adults completed a two-day fMRI paradigm including Pavlovian threat conditioning, avoidance learning, extinction, and memory recall. Subjective reports measuring the 'fear ratings' for each CS were administered and analyzed across all experimental phases. Neural responses were analyzed using univariate general linear modeling and multivariate pattern analysis with a validated threat/safety decoder. To assess generalizability, the analysis pipeline was repeated in an independent cohort (n=59) …

White Matter Microstructure Alterations In Social Anxiety Disorder: A Mega-Analysis Across Twelve Cohorts In The Enigma-Anxiety Working Group, Eline F Roelofs, Nynke A Groenewold, Kinga Farkas, Alyssa H Zhu, Si Gao, Tiana Borgers, Udo Dannlowski, Kira Flinkenflügel, Dominik Grotegerd, Tim Hahn, Andreas Jansen, Elisabeth J Leehr, Tilo T J Kircher, Hannah Meinert, Igor Nenadić, Frederike Stein, Benjamin Straube, Tamer Demiralp, Raşit Tükel, P Michiel Westenberg, Jochen Bauer, Anna Kraus, Alexander G G Doruyter, Christine Lochner, David Hofmann, Thomas Straube, André Zugman, Monica E Calkins, Raquel E Gur, Ruben C Gur, Bart S Larsen, Theodore D Satterthwaite, Theresa M Slump, Roman A Vogler, Suzanne N Avery, Jennifer U Blackford, Jacqueline A Clauss, Su Lui, Sophia I Thomopoulos, Robert R J M Vermeiren, Neda Jahanshad, Peter V Kochunov, Paul M Thompson, Daniel S Pine, Dan J Stein, Nic J A Van Der Wee, Janna Marie Bas-Hoogendam

Faculty, Staff and Student Publications

Background: Studies investigating social anxiety disorder (SAD) have reported inconsistent alterations in white matter (WM) microstructure. The ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-Anxiety Working Group investigated differences in the microstructure of 25 WM tracts between individuals with SAD and healthy control (HC) participants in a mega-analysis.

Methods: We analyzed data from 487 individuals with SAD and 1604 HC participants (ages 8-65 years) from 12 cohorts worldwide. Analyses and quality control were performed using standardized ENIGMA diffusion tensor imaging protocols. We primarily examined fractional anisotropy (FA) as the main parameter of WM microstructure. Linear mixed-effects analyses were conducted to …

Comparative Effectiveness Of Radiofrequency Or Microwave Ablation And Chemotherapy For The Treatment Of Large (>5 Cm) Hepatocellular Carcinoma Tumors, Artem Boyev, Nirav Thosani, Putao Cen, Jennifer M Bailey-Lundberg, Julie Rowe, Curtis J Wray

Faculty, Staff and Student Publications

Background and objectives

Treatment of hepatocellular carcinoma (HCC) >5 cm is problematic, as patients are often outside transplantation criteria, and cirrhosis compromises curative resection. The purpose of this study was to evaluate survival following treatment with ablation compared to chemotherapy in large HCC.

Methods

This was a retrospective cohort study of the National Cancer Database (NCDB) Participant User File from 2004 to 2017. Patients with HCC >5 cm in diameter treated with ablation versus chemotherapy alone were compared. Inverse probability-weighted propensity scores were used to model treatment assignments in the Cox proportional hazards model.

Results

A total of 14,783 HCC …

Complex Iliac Artery And Iliocaval Venous Reconstruction Using Temporary, Redundant Graft To Facilitate Resection Of Recurrent Metastatic Sex Stromal Tumor, Shah-Jahan M Dodwad, Blaz Podgorsek, Ezra Koh, Taha S Zaidi, Justin E Bird, Shalin S Patel, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

We report a complex case of recurrent, metastatic sex cord stromal tumor involving the pelvic vasculature and spinal nerves. Posterior and anterior approaches were required with redo iliac artery reconstruction using a temporary, redundant aortoiliac to right external iliac artery graft and iliocaval venous reconstruction. After completion of tumor resection from nerve structures, reconstruction of the right iliac veins was completed and the redundant aortoiliac arterial graft was shortened. The redundant graft minimized ischemia time, enabling meticulous dissection and tumor removal. This case underscores the importance of multidisciplinary collaboration in managing rare, aggressive malignancies with complex vascular and neural involvement.

Dental Insurance Status Among Formerly Incarcerated Older Adults, Alexander Testa, Rafael Samper-Ternent, Dylan B Jackson, Kyle T Ganson, Vahed Maroufy, Jason M Nagata, Ana C Neumann

Faculty, Staff and Student Publications

Formerly incarcerated individuals have poorer oral health and less frequent dental care utilization than the general population. However, prior work has overlooked the relationship between prior incarceration and disparities in dental insurance coverage. Using data from the Health and Retirement Study (n = 11,638), findings from multiple logistic regression analyses demonstrate that formerly incarcerated older adults are significantly less likely to have dental insurance coverage (odds ratio [OR] = 0.745, 95% confidence interval [CI] = 0.608, 0.912). After accounting for the income-to-poverty ratio, this association was no longer statistically significant. Analyses using the Karlson-Holm-Breen method demonstrated that approximately 45% of …

Sexual Health And Relationship Education Needs Of People In Recovery For An Opioid Use Disorder, J Michael Wilkerson, Kathryn R Gallardo, I Niles Zoschke, Hannah L N Stewart, Serena A Rodriguez, Michael U Anosike, Jason Pullin, Sheryl A Mccurdy

Faculty, Staff and Student Publications

People in recovery with histories of sex and drug-linked behavior (SDB) have an increased risk of substance use recurrence. However, sexual health concerns remain largely unaddressed by recovery support services researchers and practitioners. The purpose of this analysis was to describe the sex and relationship concerns of people in recovery for an opioid use disorder living in level II and level III recovery homes. Recovery homes are sober living homes that the National Association for Recovery Residences classifies into four levels based on staffing and service provision. We interviewed 93 residents and thematically analyzed 92 of the resulting transcripts; one …

Robo2 Variants Associated With Atrial Septal Defect Define A Novel Regulatory Element, Seong Won Kim, Michael Parfenov, Laura Rodriguez-Murillo, David A Conner, Arun Sharma, Inga Peter, Feng Xiao, Olivia Layton, Angela Tai, Tarsha Ward, Lauren K Wasson, Joshua M Gorham, Erica Mazaika, Valentina N Lagomarsino, Tracy L Young-Pearse, Elizabeth Goldmuntz, Hiroko Wakimoto, A J Agopian, David M Mckean, Steven R Depalma, William T Pu, Christine E Seidman, Bruce D Gelb, Jonathan G Seidman

Faculty, Staff and Student Publications

Background: Atrial septal defects (ASDs) are a prevalent type of congenital heart disease. Previous GWAS (Genome-Wide Association Studies) have identified common variants associated with ASDs, though their mechanisms remain unknown. We aimed to expand insights into the architecture of common variants associated with ASD risk and elucidate functional mechanisms.

Methods: We conducted a GWAS using isolated ASD cases and healthy controls and replicated findings in an independent cohort. We examined epigenetic marks within this ASD locus in human induced pluripotent stem cell-derived cardiomyocytes and fetal human hearts. We characterized the consequences of deletions introduced by CRISPR-Cas9 mutagenesis of human induced …

Developing Scenario-Based Strategies For Health, Climate, And Environmental Preparedness: The One Health, One Earth Approach, Azar M Abadi, Kyle D Brumfield, Moiz Usmani, Gemma Jiang, T C Chakraborty, Yuzhou Wang, Zhijie Zhou, Cenlin He, Minghao Qiu, Jennifer D Stowell, Douglas Fritz, Sunil Kumar, Qiang Guo, Ying Xiong, Georgia Destouni, Qian Xiao, Xindi C Hu, Kelvin C Fong, Yun Hang, John Nielsen-Gammon, Rima Habre, Jennifer R Bratburd, Christopher W Tessum, Antarpreet Jutla, Rita R Colwell, Gabriel M Filippelli, Thanh H Nguyen

Faculty, Staff and Student Publications

Climate change amplifies many threats to human health. Despite advances in understanding climate change dynamics and impacts, there remains a critical gap in translating scientific knowledge into equitable, and community‐driven health interventions. The inaugural One Earth, One Health workshop sought to explore this gap through human‐centered design exercises involving interdisciplinary researchers from climate and Earth sciences, engineering, epidemiology, microbiology, and environmental health. Although participants did not co‐develop solutions with affected communities, they used stakeholder role‐playing to guide ideation and lay groundwork for actionable plans. Through these methods, participants identified community needs and proposed prototype solutions to alleviate health threats …

The All-Payer Claims Database After The Gobeille Supreme Court Decision: Assessing The Impact On Fatal Opioid-Related Overdose Research, Jack Cordes, Cici Bauer, Dana Bernson, Marc R Larochelle, Wenjun Li, Jiahao Cao, Olaf Dammann, Thomas J Stopka

Faculty, Staff and Student Publications

Objective: To determine the consequences of the Gobeille v. Liberty Mutual Supreme Court decision on the representativeness of the Massachusetts all-payer claims database (APCD). The loss of individuals captured in the APCD may vary demographically, geographically, and in the capture of fatal opioid-related overdose (OOD).

Data sources and study setting: We used 2013-2021 data from the Massachusetts Public Health Data Warehouse (PHD), which links person-level APCD records to other datasets. The APCD includes commercially-insured health claims mandatorily reported pre-Gobeille. Post-Gobeille, reporting from self-insured plans, a subset of commercially-insured plans, became voluntary.

Study design: In a repeated cross-sectional design, we compared …

Natural Language Generation In Healthcare: A Review Of Methods And Applications, Mengxian Lyu, Xiaohan Li, Ziyi Chen, Jinqian Pan, Cheng Peng, Sankalp Talankar, Yonghui Wu

Faculty, Staff and Student Publications

Objective: This study presents a systematic review of natural language generation (NLG) methods and applications in the medical domain, providing quantitative and qualitative analyses to answer four key research questions regarding methods, evaluation, applications, and challenges of NLG in healthcare.

Methods: We searched PubMed, ACM Digital Library, Web of Science, Science Direct, Scopus, Embase, and ACL Anthology for NLG-related studies in healthcare from 2018 to 2024. Out of 3,988 research articles, 113 met the inclusion criteria and were analyzed across data modality, model architecture, evaluation metrics, and application domain.

Results and conclusion: NLG in healthcare has grown substantially, with annual …

Traumatic Brain Injury And Risk Of Early-Onset Dementia: A Population-Based Cohort Study, Aishwarya Saravanan, Katherine Giorgio, Natalia Lakomski, Andrea L C Schneider, Barbara A Olson-Bullis, Behnam Sabayan, James S Pankow, Paul S De Vries, Kristine Yaffe, Alexa Beiser, Abbas Dehghan, Elizabeth A Peterson, Rachel Zmora, John J Stephen, Denise Scholtens, Maxwell Mansolf, Lenore J Launer, Richard F Maclehose, Pamela L Lutsey, Norrina B Allen, Sanaz Sedaghat

Faculty, Staff and Student Publications

Introduction: We investigated the association between traumatic brain injury (TBI) and incidence of early-onset dementia (EOD) versus late-onset dementia (LOD).

Methods: We included 501,710 UK Biobank participants (average age 56.5). Over a median 13.6 years of follow-up, 836 developed EOD (before 65) and 8947 developed LOD (after 65). We estimated hazard ratios (HRs) for TBI's association with EOD and LOD using Cox proportional hazard models with TBI as a time-varying exposure and coefficient.

Results: TBI was associated with higher risk of both EOD (HR: 4.06 [95% confidence interval: 3.13, 5.26]) and LOD (HR: 2.51 [2.31, 2.72]. Among participants included in …

Double-Crispr Knockout Simulation (Dkosim): A Monte-Carlo Randomization System To Model Cell Growth Behavior And Infer The Optimal Library Design For Growth-Based Double Knockout Screens, Yue Gu, Traver Hart, Luis Leon-Novelo, John Paul Shen

Faculty, Staff and Student Publications

Advances in functional genomic technology, notably CRISPR using Cas9 or Cas12, now allow for large-scale double perturbation screens in which pairs of genes are inactivated, allowing for the experimental detection of genetic interactions (GIs). However, as it is not possible to validate GIs in high-throughput, there is no gold standard dataset where true interactions are known. Hence, we constructed a Double-CRISPR Knockout Simulation (DKOsim), which allows users to reproducibly generate synthetic simulation data where the single gene fitness effect of each gene and the interaction of each gene pair can be specified by the investigator. We adapted Monte-Carlo randomization methods …

Continuous Versus Bolus Norepinephrine Administration To Treat Hypotension After Induction Of General Anaesthesia In Low-To-Moderate Risk Noncardiac Surgery Patients: A Randomised Trial, Kristen K Thomsen, Finn Külls, Christina Vokuhl, Linda Krause, Dominik Müller, Max Bossemeyer, Mirja Wegge, Alina Kröker, Alina Bergholz, Christian Zöllner, Daniel I Sessler, Bernd Saugel

Faculty, Staff and Student Publications

Background: Hypotension after induction of general anaesthesia (postinduction hypotension) is common in patients undergoing noncardiac surgery and frequently requires treatment with vasopressors such as norepinephrine. We tested the hypothesis that giving norepinephrine continuously using a syringe infusion pump, compared with giving it as repeated manual boluses, reduces postinduction hypotension within 15 min after starting induction of general anaesthesia in low-to-moderate risk noncardiac surgery patients.

Methods: Patients undergoing elective noncardiac surgery were randomised to either continuous norepinephrine infusion or manual bolus norepinephrine administration intravenously during induction of general anaesthesia. In both groups, norepinephrine was administered through a peripheral venous catheter. Blood …

Fatigue Survival And Biomechanical Behavior Of Two-Piece Titanium And Zirconia Dental Implants, Jefferson David Melo De Matos, Guilherme Da Rocha Scalzer Lopes, Nathália De Carvalho Ramos, Mário Alexandre Coelho Sinhoreti, Alexandre Luiz Souto Borges, Daher Antonio Queiroz, Marco Antonio Bottino

Faculty, Staff and Student Publications

Background: Titanium implants are considered the gold standard for oral rehabilitation; however, zirconia implants have emerged as a metal-free alternative with promising esthetic and biological properties. Despite these advantages, limited evidence is available regarding their long-term fatigue behavior and fracture resistance.

Material and methods: In this in vitro experimental study conducted at São Paulo State University (UNESP), Brazil, forty implants were divided into two groups (n = 20): zirconia implants (ZZ) and titanium implants (TZ) (4.1 × 10 mm). Implants were embedded in polyurethane blocks according to ISO 14801:2016 specifications. Monolithic zirconia crowns were fabricated using CAD/CAM technology and cemented …

Multiparametric Mri To Predict Response To Irreversible Electroporation Plus Anti-Pd-1 Immunotherapy In Pancreatic Ductal Adenocarcinoma, Qizhen Cao, Mark D Pagel, Charles V Kingsley, Jingfei Ma, James P Long, Xiaoxia Wen, Seth T Gammon, Jorge Delacerda, Sanaz Javadi, Chun Li

Faculty, Staff and Student Publications

Purpose: To investigate contrast-enhanced T1-weighted MRI and diffusion-weighted magnetic resonance imaging (DWI) for early prediction of tumor response to combined irreversible electroporation (IRE) and anti-PD-1 immunotherapy.

Methods: Murine pancreatic ductal adenocarcinoma (PDAC) cells KRAS* were inoculated into the pancreas of C57BL/6 mice. IRE was performed when tumors became palpable. After IRE, mice received six intraperitoneal injections of anti-PD-1 over 2 weeks. T2-weighted MRI, T1-weighted MRI with macromolecular contrast agent poly(L-glutamic acid)-conjugated gadolinium (PG-Gd), and DWI were performed before and after IRE. Survival was analyzed using Kaplan-Meier curves. Mice surviving at least 100 days without recurrence after IRE were considered complete …