Digital Commons Network^™

A Model-Agnostic Computational Method For Discovering Gene–Phenotype Relationships And Inferring Gene Networks Via In Silico Gene Perturbation, Rastko Stojšin, Xiangning Chen, Zhongming Zhao

Faculty, Staff and Student Publications

Background Deep learning architectures have advanced genotype‒phenotype mappings with precision but often obscure the roles of specific genes and their interactions. Our research introduces a model-agnostic computational methodology, capitalizing on the analytical strengths of deep learning models to serve as biological proxies, enabling interpretation of key gene interactions and their impact on phenotypic outcomes. The objective of this research is to refine the understanding of genetic networks in complex traits by leveraging the nuanced decision-making of advanced models.

Results Testing was conducted across several computational models representing varying levels of complexity trained on gene expression datasets for the prediction of …

Pleomorphic Adenoma With A Novel Gene Rearrangement-Linc01606::Plag1, Udit Naik, Sara E Amin, Mahmoud Elsayad, Karan Saluja

Faculty, Staff and Student Publications

Background: Pleomorphic adenoma is a well-known benign salivary gland neoplasm characterized by the presence of varying proportions of three different components, including bi-layered ducts, myoepithelial cells, and admixed within a chondromyxoid/fibrous stroma.

Method: We report an interesting case of an adult male who presented with bleeding from an extensively degenerated parotid gland mass, concerning for a vascular neoplasm versus primary malignant tumor. Microscopically, majority of the viable tumor exhibited diffuse proliferation of spindle to epithelioid cells, with focal areas depicting cribriform glands, ducts, and scant chondromyxoid stroma.

Result: Next-generation sequencing (NGS) RNA-based fusion panel analysis identified a gene rearrangement involving …

Further Recommendations Of The International Paediatric Brain Injury Society (Ipbis) For The Post-Acute Rehabilitation Of Children With Acquired Brain Injury, Mark A Linden, Audrey Mckinlay, Carol Hawley, Catherine Aaro-Jonsson, Ingela Kristiansen, Andreas Meyer-Heim, Linda Ewing-Cobbs, Beth Wicks, Miriam H Beauchamp, Rajendra Prasad, Board Of Directors Of The Ipbis Affiliations

Faculty, Staff and Student Publications

Background: Paediatric acquired brain injury is a life-long condition which impacts on all facets of the individual's lived experience. The existing evidence base continues to expand and new fields of enquiry are established as clinicians and researchers uncover the extent of these impacts.

Primary objective: To add to recommendations described in the International Paediatric Brain Injury Society's 2016 paper on post-acute care for children with acquired brain injury and highlight new areas of enquiry.

Review of information: Recommendations were made based on the opinions of a group of experienced international clinicians and researchers who are current or past members of …

Cagi, The Critical Assessment Of Genome Interpretation, Establishes Progress And Prospects For Computational Genetic Variant Interpretation Methods, Critical Assessment Of Genome Interpretation Consortium

Faculty, Staff and Student Publications

BACKGROUND: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the state-of-the-art for computational prediction of genetic variant impact, particularly where relevant to disease. The five complete editions of the CAGI community experiment comprised 50 challenges, in which participants made blind predictions of phenotypes from genetic data, and these were evaluated by independent assessors.

RESULTS: Performance was particularly strong for clinical pathogenic variants, including some difficult-to-diagnose cases, and extends to interpretation of cancer-related variants. Missense variant interpretation methods were able to estimate biochemical effects with increasing accuracy. Assessment of methods for regulatory variants and complex trait disease risk was …

Estrogen Receptor Mutations As Novel Targets For Immunotherapy In Metastatic Estrogen Receptor-Positive Breast Cancer, Jonathan Goldberg, Na Qiao, Jennifer L Guerriero, Brett Gross, Yagiz Meneksedag, Yoshimi F Lu, Anne V Philips, Tasnim Rahman, Funda Meric-Bernstam, Jason Roszik, Ken Chen, Rinath Jeselsohn, Sara M Tolaney, George E Peoples, Gheath Alatrash, Elizabeth A Mittendorf

Faculty, Staff and Student Publications

UNLABELLED: Estrogen receptor-positive (ER+) breast cancer is not considered immunogenic and, to date, has been proven resistant to immunotherapy. Endocrine therapy remains the cornerstone of treatment for ER+ breast cancers. However, constitutively activating mutations in the estrogen receptor alpha (ESR1) gene can emerge during treatment, rendering tumors resistant to endocrine therapy. Although these mutations represent a pathway of resistance, they also represent a potential source of neoepitopes that can be targeted by immunotherapy. In this study, we investigated ESR1 mutations as novel targets for breast cancer immunotherapy. Using machine learning algorithms, we identified ESR1-derived peptides predicted to form stable complexes …

Exploring The Antibacterial Potential And Underlying Mechanisms Of Prunella Vulgaris L On Methicillin-Resistant Staphylococcus Aureus, Ziyin Li, Qiqi He, Feifei Xu, Xinxin Yin, Zhuofan Guan, Jia Song, Zhini He, Xingfen Yang, Chen Situ

Faculty, Staff and Student Publications

Prunella vulgaris L. (PV) is a widely distributed plant species, known for its versatile applications in both traditional and contemporary medicine, as well as in functional food development. Despite its broad-spectrum antimicrobial utility, the specific mechanism of antibacterial action remains elusive. To fill this knowledge gap, the present study investigated the antibacterial properties of PV extracts against methicillin-resistant Staphylococcus aureus (MRSA) and assessed their mechanistic impact on bacterial cells and cellular functions. The aqueous extract of PV demonstrated greater anti-MRSA activity compared to the ethanolic and methanolic extracts. UPLC-ESI-MS/MS tentatively identified 28 phytochemical components in the aqueous extract of PV. …

Somatostatin Receptor Subtype-2 Targeting System For Specific Delivery Of Temozolomide, Solmaz Aghaamiri, Sukhen C Ghosh, Servando Hernandez Vargas, Daniel M Halperin, Ali Azhdarinia

Faculty, Staff and Student Publications

Temozolomide (TMZ) is a DNA alkylating agent that produces objective responses in patients with neuroendocrine tumors (NETs) when the DNA repair enzyme O6-methylguanine-DNA methyltransferase (MGMT) is inactivated. At high doses, TMZ therapy exhausts MGMT activity but also produces dose-limiting toxicities. To reduce off-target effects, we converted the clinically approved radiotracer 68Ga-DOTA-TOC into a peptide-drug conjugate (PDC) for targeted delivery of TMZ to somatostatin receptor subtype-2 (SSTR2)-positive tumor cells. We used an integrated radiolabeling strategy for direct quantitative assessment of receptor binding, pharmacokinetics, and tissue biodistribution. In vitro studies revealed selective binding to SSTR2-positive cells with high affinity (5.98 ± 0.96 …

Comparative Genomics Incorporating Translocation Renal Cell Carcinoma Mouse Model Reveals Molecular Mechanisms Of Tumorigenesis, Gopinath Prakasam, Akhilesh Mishra, Alana Christie, Jeffrey Miyata, Deyssy Carrillo, Vanina T Tcheuyap, Hui Ye, Quyen N Do, Yunguan Wang, Oscar Reig Torras, Ramesh Butti, Hua Zhong, Jeffrey Gagan, Kevin B Jones, Thomas J Carroll, Zora Modrusan, Steffen Durinck, Mai-Carmen Requena-Komuro, Noelle S Williams, Ivan Pedrosa, Tao Wang, Dinesh Rakheja, Payal Kapur, James Brugarolas

Faculty, Staff and Student Publications

Translocation renal cell carcinoma (tRCC) most commonly involves an ASPSCR1-TFE3 fusion, but molecular mechanisms remain elusive and animal models are lacking. Here, we show that human ASPSCR1-TFE3 driven by Pax8-Cre (a credentialed clear cell RCC driver) disrupted nephrogenesis and glomerular development, causing neonatal death, while the clear cell RCC failed driver, Sglt2-Cre, induced aggressive tRCC (as well as alveolar soft part sarcoma) with complete penetrance and short latency. However, in both contexts, ASPSCR1-TFE3 led to characteristic morphological cellular changes, loss of epithelial markers, and an epithelial-mesenchymal transition. Electron microscopy of tRCC tumors showed lysosome expansion, and functional studies revealed simultaneous …

Use Of Crispr Interference For Efficient And Rapid Gene Inactivation In Fusobacterium Nucleatum, Peng Zhou, Bibek G C, Flynn Stolte, Chenggang Wu

Faculty, Staff and Student Publications

Gene inactivation by creating in-frame deletion mutations in Fusobacterium nucleatum is time consuming, and most fusobacterial strains are genetically intractable. Addressing these problems, we introduced a riboswitch-based inducible CRISPR interference (CRISPRi) system. This system employs the nuclease-inactive Streptococcus pyogenes Cas9 protein (dCas9), specifically guided to the gene of interest by a constantly expressed single-guide RNA (sgRNA). Mechanistically, this dCas9-sgRNA complex serves as an insurmountable roadblock for RNA polymerase, thus repressing the target gene transcription. Leveraging this system, we first examined two non-essential genes, ftsX and radD, which are pivotal for fusobacterial cytokinesis and coaggregation. Upon adding the inducer, theophylline, …

Orbital And Periocular Complications In Patients With Sinonasal Tumours With Orbital Invasion, Jiawei Zhao, Xinyang Jiang, Ehab Hanna, Shirley Y Su, Amy Moreno, Brandon Gunn, Steven Jay Frank, Renata Ferrarotto, Jing Ning, Bita Esmaeli

Faculty, Staff and Student Publications

Aims: The purpose of this study was to determine the frequency and associated risk factors of orbital/periocular complications in patients with sinonasal tumour with orbital invasion managed with eye-sparing treatments.

Methods: A retrospective case series of patients with primary sinonasal tumour with orbital invasion from January 2008 to December 2018. Patient factors were compared between the following groups: (1)patients with orbital/periocular complications versus those who did not and (2) patients who needed secondary oculoplastic surgical procedures versus those who did not.

Results: Out of 80 patients, 48 had eye-sparing surgery, 8 had orbital exenteration and 24 were managed non-surgically. The …

Data Encoding For Healthcare Data Democratization And Information Leakage Prevention, Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A Clifton

Faculty, Staff and Student Publications

The lack of data democratization and information leakage from trained models hinder the development and acceptance of robust deep learning-based healthcare solutions. This paper argues that irreversible data encoding can provide an effective solution to achieve data democratization without violating the privacy constraints imposed on healthcare data and clinical models. An ideal encoding framework transforms the data into a new space where it is imperceptible to a manual or computational inspection. However, encoded data should preserve the semantics of the original data such that deep learning models can be trained effectively. This paper hypothesizes the characteristics of the desired encoding …

Collagen Type Xii Is Undetectable In Keratoconus Bowman’S Layer, Mohammed Rigi, Hyeck-Soo Son, Loren Moon, Mario Matthaei, Divya Srikumaran, Albert S Jun, Charles G Eberhart, Uri S Soiberman

Faculty, Staff and Student Publications

PURPOSE: Corneal biomechanical failure is the hallmark of keratoconus (KC); however, the cause of this failure remains elusive. Collagen type XII (

METHODS: TaqMan quantitative PCR was performed on 31 corneal epithelium samples of progressive KC and myopic control eyes. Tissue microarrays were constructed using full-thickness corneas from 61 KC cases during keratoplasty and 18 non-KC autopsy eyes and stained with an antibody specific to COL12A1. Additionally,

RESULTS: COL12A1 expression was reduced at transcript levels in KC epithelium compared to controls (ratio: 0.58, p<0.03). Immunohistochemical studies demonstrated that COL12A1 protein expression in BL was undetectable, with reduced expression in KC epithelium, basement membrane, and stroma.

CONCLUSIONS: The apparent absence of COL12A1 in KC BL, together with the functional importance that

Impact Of Immunopathy And Coagulopathy On Multi-Organ Failure And Mortality In A Lethal Porcine Model Of Controlled And Uncontrolled Hemorrhage, Milomir O Simovic, James Bynum, Bin Liu, Jurandir J Dalle Lucca, Yansong Li

Faculty, Staff and Student Publications

Uncontrolled hemorrhage is a major preventable cause of death in patients with trauma. However, the majority of large animal models of hemorrhage have utilized controlled hemorrhage rather than uncontrolled hemorrhage to investigate the impact of immunopathy and coagulopathy on multi-organ failure (MOF) and mortality. This study evaluates these alterations in a severe porcine controlled and uncontrolled hemorrhagic shock (HS) model. Anesthetized female swine underwent controlled hemorrhage and uncontrolled hemorrhage by partial splenic resection followed with or without lactated Ringer solution (LR) or Voluven® resuscitation. Swine were surveyed 6 h after completion of splenic hemorrhage or until death. Blood chemistry, physiologic …

The Effects Of Covid-19 Mrna Vaccine On Adolescence Gynecological Well-Being, Shih-Chiao Tseng, Dana Cherry, Mansoo Ko, Steven R Fisher, Michael Furtado, Shuo-Hsiu Chang

Faculty, Staff and Student Publications

PURPOSE: Evidence suggests that transcranial direct current stimulation (tDCS) can enhance motor performance and learning of hand tasks in persons with chronic stroke (PCS). However, the effects of tDCS on the locomotor tasks in PCS are unclear. This pilot study aimed to: (1) determine aggregate effects of anodal tDCS combined with step training on improvements of the neural and biomechanical attributes of stepping initiation in a small cohort of persons with chronic stroke (PCS) over a 4-week training program; and (2) assess the feasibility and efficacy of this novel approach for improving voluntary stepping initiation in PCS.

METHODS: A total …

Predictive Modeling And Cryo-Em: A Synergistic Approach To Modeling Macromolecular Structure, Michael R Corum, Harikanth Venkannagari, Corey F Hryc, Matthew L Baker

Faculty, Staff and Student Publications

Over the last 15 years, structural biology has seen unprecedented development and improvement in two areas: electron cryo-microscopy (cryo-EM) and predictive modeling. Once relegated to low resolutions, single-particle cryo-EM is now capable of achieving near-atomic resolutions of a wide variety of macromolecular complexes. Ushered in by AlphaFold, machine learning has powered the current generation of predictive modeling tools, which can accurately and reliably predict models for proteins and some complexes directly from the sequence alone. Although they offer new opportunities individually, there is an inherent synergy between these techniques, allowing for the construction of large, complex macromolecular models. Here, we …

The Pathogenicity Of Vancomycin-Resistant Enterococcus Faecalis To Colon Cancer Cells, Li Zhang, Mingxia Deng, Jing Liu, Jiajie Zhang, Fangyu Wang, Wei Yu

Faculty, Staff and Student Publications

BACKGROUND: The aim of this study was to investigate the pathogenicity of vancomycin-resistant Enterococcus faecalis (VREs) to human colon cells in vitro.

METHODS: Three E. faecalis isolates (2 VREs and E. faecalis ATCC 29212) were cocultured with NCM460, HT-29 and HCT116 cells. Changes in cell morphology and bacterial adhesion were assessed at different time points. Interleukin-8 (IL-8) and vascular endothelial growth factor A (VEGFA) expression were measured via RT-qPCR and enzyme-linked immunosorbent assay (ELISA), respectively. Cell migration and human umbilical vein endothelial cells (HUVECs) tube formation assays were used for angiogenesis studies. The activity of PI3K/AKT/mTOR signaling pathway was measured …

Novel Ancestry-Specific Primary Open-Angle Glaucoma Loci And Shared Biology With Vascular Mechanisms And Cell Proliferation, Valeria Lo Faro, Arjun Bhattacharya, Wei Zhou, Dan Zhou, Ying Wang, Kristi Läll, Masahiro Kanai, Esteban Lopera-Maya, Peter Straub, Priyanka Pawar, Ran Tao, Xue Zhong, Shinichi Namba, Global Biobank Meta-Analysis Initiative, Serena Sanna, Ilja M Nolte, Yukinori Okada, Nathan Ingold, Stuart Macgregor, Harold Snieder, Ida Surakka, Jonathan Shortt, Chris Gignoux, Nicholas Rafaels, Kristy Crooks, Anurag Verma, Shefali S Verma, Lindsay Guare, Daniel J Rader, Cristen Willer, Alicia R Martin, Milam A Brantley, Eric R Gamazon, Nomdo M Jansonius, Karen Joos, Nancy J Cox, Jibril Hirbo

Faculty, Staff and Student Publications

Primary open-angle glaucoma (POAG), a leading cause of irreversible blindness globally, shows disparity in prevalence and manifestations across ancestries. We perform meta-analysis across 15 biobanks (of the Global Biobank Meta-analysis Initiative) (n = 1,487,441: cases = 26,848) and merge with previous multi-ancestry studies, with the combined dataset representing the largest and most diverse POAG study to date (n = 1,478,037: cases = 46,325) and identify 17 novel significant loci, 5 of which were ancestry specific. Gene-enrichment and transcriptome-wide association analyses implicate vascular and cancer genes, a fifth of which are primary ciliary related. We perform an extensive statistical analysis of …

Susceptible Windows Of Prenatal And Postnatal Fine Particulate Matter Exposures And Attention-Deficit Hyperactivity Disorder Symptoms In Early Childhood, Wei-Jen Chen, Alison M Rector-Houze, Mònica Guxens, Carmen Iñiguez, Michael D Swartz, Elaine Symanski, Jesús Ibarluzea, Antonia Valentin, Aitana Lertxundi, Llúcia González-Safont, Jordi Sunyer, Kristina W Whitworth

Faculty, Staff and Student Publications

Few prior studies have explored windows of susceptibility to fine particulate matter (PM_2.5) in both the prenatal and postnatal periods and children’s attention-deficit/hyperactivity disorder (ADHD) symptoms.

We analyzed data from 1,416 mother-child pairs from the Spanish INMA (INfancia y Medio Ambiente) Study (2003–2008). Around 5 years of age, teachers reported the number of ADHD symptoms (i.e., inattention, hyperactivity/impulsivity) using the ADHD Diagnostic and Statistical Manual of Mental Disorders. Around 7 years of age, parents completed the Conner’s Parent Rating Scales, from which we evaluated the ADHD index, cognitive problems/inattention, hyperactivity, and oppositional subscales, reported as age- and sex-standardized …

Uchl1 Is A Potential Molecular Indicator And Therapeutic Target For Neuroendocrine Carcinomas, Shiqin Liu, Timothy Chai, Fernando Garcia-Marques, Qingqing Yin, En-Chi Hsu, Michelle Shen, Angus Martin Shaw Toland, Abel Bermudez, Alifiani B Hartono, Christopher F Massey, Chung S Lee, Liwei Zheng, Maya Baron, Caden J Denning, Merve Aslan, Holly M Nguyen, Rosalie Nolley, Amina Zoubeidi, Millie Das, Christian A Kunder, Brooke E Howitt, H Tom Soh, Irving L Weissman, Michael A Liss, Arnold I Chin, James D Brooks, Eva Corey, Sharon J Pitteri, Jiaoti Huang, Tanya Stoyanova

Faculty, Staff and Student Publications

Neuroendocrine carcinomas, such as neuroendocrine prostate cancer and small-cell lung cancer, commonly have a poor prognosis and limited therapeutic options. We report that ubiquitin carboxy-terminal hydrolase L1 (UCHL1), a deubiquitinating enzyme, is elevated in tissues and plasma from patients with neuroendocrine carcinomas. Loss of UCHL1 decreases tumor growth and inhibits metastasis of these malignancies. UCHL1 maintains neuroendocrine differentiation and promotes cancer progression by regulating nucleoporin, POM121, and p53. UCHL1 binds, deubiquitinates, and stabilizes POM121 to regulate POM121-associated nuclear transport of E2F1 and c-MYC. Treatment with the UCHL1 inhibitor LDN-57444 slows tumor growth and metastasis across neuroendocrine carcinomas. The combination of …

An Extended Bayesian Semi-Mechanistic Dose-Finding Design For Phase I Oncology Trials Using Pharmacokinetic And Pharmacodynamic Information, Chao Yang, Yisheng Li

Faculty, Staff and Student Publications

We propose a model-based, semi-mechanistic dose-finding (SDF) design for phase I oncology trials that incorporates pharmacokinetic/pharmacodynamic (PK/PD) information when modeling the dose-toxicity relationship. This design is motivated by a phase Ib/II clinical trial of anti-CD20/CD3 T cell therapy in non-Hodgkin lymphoma patients; it extends a recently proposed SDF model framework by incorporating measurements of a PD biomarker relevant to the primary dose-limiting toxicity (DLT). We propose joint Bayesian modeling of the PK, PD, and DLT outcomes. Our extensive simulation studies show that on average the proposed design outperforms some common phase I trial designs, including modified toxicity probability interval (mTPI) …

Molecular, Metabolic, And Subcellular Mapping Of The Tumor Immune Microenvironment Via 3d Targeted And Non-Targeted Multiplex Multi-Omics Analyses, Sammy Ferri-Borgogno, Jared K Burks, Erin H Seeley, Trevor D Mckee, Danielle L Stolley, Akshay V Basi, Javier A Gomez, Basant T Gamal, Shamini Ayyadhury, Barrett C Lawson, Melinda S Yates, Michael J Birrer, Karen H Lu, Samuel C Mok

Faculty, Staff and Student Publications

Most platforms used for the molecular reconstruction of the tumor-immune microenvironment (TIME) of a solid tumor fail to explore the spatial context of the three-dimensional (3D) space of the tumor at a single-cell resolution, and thus lack information about cell-cell or cell-extracellular matrix (ECM) interactions. To address this issue, a pipeline which integrated multiplex spatially resolved multi-omics platforms was developed to identify crosstalk signaling networks among various cell types and the ECM in the 3D TIME of two FFPE (formalin-fixed paraffin embedded) gynecologic tumor samples. These platforms include non-targeted mass spectrometry imaging (glycans, metabolites, and peptides) and Stereo-seq (spatial transcriptomics) …

Circulating Microrna Biomarkers Of Thiazide Response In Hypertension, Lakshmi Manasa S Chekka, Marwa Tantawy, Taimour Langaee, Danxin Wang, Rolf Renne, Arlene B Chapman, John G Gums, Eric Boerwinkle, Rhonda M Cooper-Dehoff, Julie A Johnson

Faculty, Staff and Student Publications

Background: Thiazide diuretics are the second most frequently prescribed class of antihypertensives, but up to 50% of patients with hypertension have minimal antihypertensive response to thiazides. We explored circulating microRNAs (miRNAs) in search of predictive biomarkers of thiazide response.

Methods and results: We profiled 754 miRNAs in baseline plasma samples of 36 hypertensive European American adults treated with hydrochlorothiazide, categorized into responders (n=18) and nonresponders (n=18) on the basis of diastolic blood pressure response to hydrochlorothiazide. miRNAs with ≥2.5-fold differential expression between responders and nonresponders were considered for validation in 3 cohorts (n=50 each): hydrochlorothiazide-treated European Americans, chlorthalidone-treated European Americans, …

Multivalent Cytomegalovirus Glycoprotein B Nucleoside Modified Mrna Vaccines Did Not Demonstrate A Greater Antibody Breadth, Hsuan-Yuan Wang, Leike Li, Cody S Nelson, Richard Barfield, Sarah Valencia, Cliburn Chan, Hiromi Muramatsu, Paulo J C Lin, Norbert Pardi, Zhiqiang An, Drew Weissman, Sallie R Permar

Faculty, Staff and Student Publications

Human cytomegalovirus (HCMV) remains the most common congenital infection and infectious complication in immunocompromised patients. The most successful HCMV vaccine to date, an HCMV glycoprotein B (gB) subunit vaccine adjuvanted with MF59, achieved 50% efficacy against primary HCMV infection. A previous study demonstrated that gB/MF59 vaccinees were less frequently infected with HCMV gB genotype strains most similar to the vaccine strain than strains encoding genetically distinct gB genotypes, suggesting strain-specific immunity accounted for the limited efficacy. To determine whether vaccination with multiple HCMV gB genotypes could increase the breadth of anti-HCMV gB humoral and cellular responses, we immunized 18 female …

Mortality Outcomes In A Large Population With And Without Covert Cerebrovascular Disease, Úna Clancy, Eric J Puttock, Wansu Chen, William Whiteley, Ellen M Vickery, Lester Y Leung, Patrick H Luetmer, David F Kallmes, Sunyang Fu, Chengyi Zheng, Hongfang Liu, David M Kent

Faculty, Staff and Student Publications

Covert cerebrovascular disease (CCD) is frequently reported on neuroimaging and associates with increased dementia and stroke risk. We aimed to determine how incidentally-discovered CCD during clinical neuroimaging in a large population associates with mortality. We screened CT and MRI reports of adults aged ≥50 in the Kaiser Permanente Southern California health system who underwent neuroimaging for a non-stroke clinical indication from 2009-2019. Natural language processing identified incidental covert brain infarcts (CBI) and/or white matter hyperintensities (WMH), grading WMH as mild/moderate/severe. Models adjusted for age, sex, ethnicity, multimorbidity, vascular risks, depression, exercise, and imaging modality. Of n=241,028, the mean age was …

Cancergpt For Few Shot Drug Pair Synergy Prediction Using Large Pretrained Language Models, Tianhao Li, Sandesh Shetty, Advaith Kamath, Ajay Jaiswal, Xiaoqian Jiang, Ying Ding, Yejin Kim

Faculty, Staff and Student Publications

Large language models (LLMs) have been shown to have significant potential in few-shot learning across various fields, even with minimal training data. However, their ability to generalize to unseen tasks in more complex fields, such as biology and medicine has yet to be fully evaluated. LLMs can offer a promising alternative approach for biological inference, particularly in cases where structured data and sample size are limited, by extracting prior knowledge from text corpora. Here we report our proposed few-shot learning approach, which uses LLMs to predict the synergy of drug pairs in rare tissues that lack structured data and features. …

Comparison Of Thulium Fiber Laser Versus Holmium Laser In Ureteroscopic Lithotripsy: A Meta-Analysis And Systematic Review, Xiaoyu Tang, Shaojie Wu, Zhilong Li, Du Wang, Cheng Lei, Tongzu Liu, Xinghuan Wang, Sheng Li

Faculty, Staff and Student Publications

OBJECTIVES: To compare the efficacy and safety of thulium fiber laser (TFL) to holmium: YAG (Ho: YAG) laser in ureteroscopic lithotripsy for urolithiasis.

METHODS: PubMed, Web of Science, Embase, CENTRAL, SinoMed, CNKI database, VIP and Wanfang Database were systematically searched for all relevant clinical trials until September 2023. References were explored to identify the relevant articles. Meta-analysis was carried out for the retrieved studies using RevMan5.4.1 software, and the risk ratio, mean difference and 95% confidence interval were expressed. Statistical significance was set at p < 0.05. The main outcomes of this meta-analysis were stone-free rate (SFR), perioperative outcomes and intraoperative or postoperative complications.

RESULTS: Thirteen studies, including 1394 patients, were included. According to the results of pooled analysis, …

Correction: Neural Correlates Of Automatic Emotion Regulation And Their Association With Suicidal Ideation In Adolescents During The First 90-Days Of Residential Care, Matthew Dobbertin, Karina S Blair, Joseph Aloi, Sahil Bajaj, Johannah Bashford-Largo, Avantika Mathur, Ru Zhang, Erin Carollo, Amanda Schwartz, Jaimie Elowsky, J L Ringle, Patrick Tyler, R James Blair

Faculty, Staff and Student Publications

No abstract provided.

Retreatment Strategies For Cases Containing Calcium Silicate-Based Root Canal Sealers: A Comprehensive Review, Hussain Al Akam, Hyeon-Cheol Kim, Ji Wook Jeong

Faculty, Staff and Student Publications

This review explores the field of retreatment strategies for cases filled with calcium silicate-based root canal sealers. Since the introduction of calcium silicate-based materials in dentistry, calcium silicate-based root canal sealers have become popular among dentists because of their biocompatibility, bioactivity, and sealing ability. Therefore, effective retreatment strategies are indispensable. This article aims to identify the challenges associated with the removal of calcium silicate-based sealers themselves and removal of gutta-percha with the sealers during retreatment, evaluate current techniques and materials, and provide future directions for research in this field. Regarding the strategies of removal of root canal sealers, calcium silicate-based …

Uterine Leiomyomata As A Cause Of Abdominal Compartment Syndrome In The Postpartum Period, Mason Hui, Baha Sibai, Alvaro Montealegre, Mateo G Leon

Faculty, Staff and Student Publications

Uterine leiomyomas are common benign smooth muscle tumors that often occur during the reproductive years. Although many cases may not result in significant complications, negative pregnancy outcomes have been associated with the size and location of the fibroids. Degeneration of fibroids can occur as early as the late first trimester when they undergo significant volumetric growth, contributing to pain during pregnancy. While myomectomy is typically avoided during pregnancy, conservative management with anti-inflammatory medications may be effective. Surgical removal or preterm delivery may be necessary if symptoms persist. Abdominal compartment syndrome (ACS) is a rare condition characterized by sustained elevated intra-abdominal …

Clinical Outcomes And Bacterial Characteristics Of Carbapenem-Resistant Acinetobacter Baumannii Among Patients From Different Global Regions., Minggui Wang, Lizhao Ge, Liang Chen, Lauren Komarow, Blake Hanson, Jinnethe Reyes, Eric Cober, Thamer Alenazi, Zhiyong Zong, Qing Xie, Zhengyin Liu, Lanjuan Li, Yunsong Yu, Hainv Gao, Souha S Kanj, Jairo Figueroa, Erica Herc, Ezequiel Cordova, Gregory Weston, Paul Ananth Tambyah, Julia Garcia-Diaz, Keith S Kaye, Sorabh Dhar, Jose M Munita, Robert A Salata, Samuel Vilchez, Martin E Stryjewski, Maria Virginia Villegas Botero, Alina Iovleva, Scott R Evans, Keri Baum, Carol Hill, Barry N Kreiswirth, Robin Patel, David L Paterson, Cesar A Arias, Robert A Bonomo, Henry F Chambers, Vance G Fowler, Michael J Satlin, David Van Duin, Yohei Doi

Faculty, Staff and Student Publications

Background: Carbapenem-resistant Acinetobacter baumannii (CRAb) is 1 of the most problematic antimicrobial-resistant bacteria. We sought to elucidate the international epidemiology and clinical impact of CRAb.

Methods: In a prospective observational cohort study, 842 hospitalized patients with a clinical CRAb culture were enrolled at 46 hospitals in five global regions between 2017 and 2019. The primary outcome was all-cause mortality at 30 days from the index culture. The strains underwent whole-genome analysis.

Results: Of 842 cases, 536 (64%) represented infection. By 30 days, 128 (24%) of the infected patients died, ranging from 1 (6%) of 18 in Australia-Singapore to 54 (25%) …