Medical Specialties Commons^™

Characteristics Of Early Pancreatic Cancer: Comparison Between Stage 1a And Stage 1b Pancreatic Cancer In Multicenter Clinical Data Warehouse Study, Hyo Suk Kim, Young Hoon Choi, Jae Sin Lee, Ik Hyun Jo, Sung Woo Ko, Kyu Hyun Paik, Hyun Ho Choi, Han Hee Lee, Yeon Soo Lim, Chang Nyol Paik, In Seok Lee, Jae Hyuck Chang

Faculty, Staff and Student Publications

BACKGROUND: Little is known about the characteristics of early pancreatic cancer. We aimed to identify the characteristics, clues for early detection, and prognostic factors for early pancreatic cancer by analyzing a large number of patients with stage 1 pancreatic cancer.

METHODS: A clinical data warehouse that includes databases of all the medical records of eight academic institutions was used to select and analyze patients with pancreatic cancer that had been diagnosed from January 2010 to May 2023.

RESULTS: In total, 257 stage 1 pancreatic cancer patients were included. There were 134 men (52%), and the average age was 67.2 ± …

Scgist: Gene Panel Design For Spatial Transcriptomics With Prioritized Gene Sets, Mashrur Ahmed Yafi, Md Hasibul Husain Hisham, Francisco Grisanti, James F Martin, Atif Rahman, Md Abul Hassan Samee

Faculty, Staff and Students Publications

A critical challenge of single-cell spatial transcriptomics (sc-ST) technologies is their panel size. Being based on fluorescence in situ hybridization, they are typically limited to panels of about a thousand genes. This constrains researchers to build panels from only the marker genes of different cell types and forgo other genes of interest, e.g., genes encoding ligand-receptor complexes or those in specific pathways. We propose scGIST, a constrained feature selection tool that designs sc-ST panels prioritizing user-specified genes without compromising cell type detection accuracy. We demonstrate scGIST's efficacy in diverse use cases, highlighting it as a valuable addition to sc-ST's algorithmic …

Polyaminer-Bulk Is A Deep Learning-Based Algorithm That Decodes Alternative Polyadenylation Dynamics From Bulk Rna-Seq Data, Venkata Soumith Jonnakuti, Eric J Wagner, Mirjana Maletić-Savatić, Zhandong Liu, Hari Krishna Yalamanchili

Faculty, Staff and Students Publications

Alternative polyadenylation (APA) is a key post-transcriptional regulatory mechanism; yet, its regulation and impact on human diseases remain understudied. Existing bulk RNA sequencing (RNA-seq)-based APA methods predominantly rely on predefined annotations, severely impacting their ability to decode novel tissue- and disease-specific APA changes. Furthermore, they only account for the most proximal and distal cleavage and polyadenylation sites (C/PASs). Deconvoluting overlapping C/PASs and the inherent noisy 3' UTR coverage in bulk RNA-seq data pose additional challenges. To overcome these limitations, we introduce PolyAMiner-Bulk, an attention-based deep learning algorithm that accurately recapitulates C/PAS sequence grammar, resolves overlapping C/PASs, captures non-proximal-to-distal APA changes, …

Impaired Bone Morphogenetic Protein (Bmp) Signaling Pathways Disrupt Decidualization In Endometriosis, Zian Liao, Suni Tang, Peixin Jiang, Ting Geng, Dominique I Cope, Timothy N Dunn, Joie Guner, Linda Alpuing Radilla, Xiaoming Guan, Diana Monsivais

Faculty, Staff and Students Publications

Endometriosis is linked to increased infertility and pregnancy complications due to defective endometrial decidualization. We hypothesized that identification of altered signaling pathways during decidualization could identify the underlying cause of infertility and pregnancy complications. Our study reveals that transforming growth factor β (TGFβ) pathways are impaired in the endometrium of individuals with endometriosis, leading to defective decidualization. Through detailed transcriptomic analyses, we discovered abnormalities in TGFβ signaling pathways and key regulators, such as SMAD4, in the endometrium of affected individuals. We also observed compromised activity of bone morphogenetic proteins (BMP), a subset of the TGFβ family, that control endometrial receptivity. …

Juvenile Eosinophilic Fasciitis: A Single Center Case Series, Leigh A Stubbs, Oluwaseun Ogunbona, Emily Beil, Vibha Szafron, Adekunle Adesina, Sara Anvari, Jamie Lai, Andrea Ramirez, Matthew G Ditzler, Marietta Deguzman

Faculty, Staff and Students Publications

BACKGROUND: Eosinophilic fasciitis (EF) is a rare disease characterized by skin induration and musculoskeletal abnormalities. Diagnostic criteria for EF are based on adult populations. There is a need to expand the literature on EF in children due to limited reported cases and potential differences compared to adults.

METHODS: We conducted a retrospective review of medical records for six pediatric patients diagnosed with EF at our institution between November 2011 and April 2023. Inclusion criteria required patients to be under 18 years of age at the time of diagnosis and to have confirmed diagnosis through clinical history, imaging, and histology.

RESULTS: …

Endoscopic Hyperspectral Imaging System To Discriminate Tissue Characteristics In Tissue Phantom And Orthotopic Mouse Pancreatic Tumor Model, Na Eun Mun, Thi Kim Chi Tran, Dong Hui Park, Jin Hee Im, Jae Il Park, Thanh Dat Le, Young Jin Moon, Seong-Young Kwon, Su Woong Yoo

Faculty, Staff and Student Publications

In this study, we developed an endoscopic hyperspectral imaging (eHSI) system and evaluated its performance in analyzing tissues within tissue phantoms and orthotopic mouse pancreatic tumor models. Our custom-built eHSI system incorporated a liquid crystal tunable filter. To assess its tissue discrimination capabilities, we acquired images of tissue phantoms, distinguishing between fat and muscle regions. The system underwent supervised training using labeled samples, and this classification model was then applied to other tissue phantom images for evaluation. In the tissue phantom experiment, the eHSI effectively differentiated muscle from fat and background tissues. The precision scores regarding fat tissue classification were …

Clonal Gene Signatures Predict Prognosis In Mesothelioma And Lung Adenocarcinoma, Yupei Lin, Bryan M Burt, Hyun-Sung Lee, Thinh T Nguyen, Hee-Jin Jang, Claire Lee, Wei Hong, Robert Taylor Ripley, Christopher I Amos, Chao Cheng

Faculty, Staff and Students Publications

Malignant pleural mesothelioma (MPM) is a rare but lethal pleural cancer with high intratumor heterogeneity (ITH). A recent study in lung adenocarcinoma has developed a clonal gene signature (ORACLE) from multiregional transcriptomic data and demonstrated high prognostic values and reproducibility. However, such a strategy has not been tested in other types of cancer with high ITH. We aimed to identify biomarkers from multi-regional data to prognostically stratify MPM patients. We generated a multiregional RNA-seq dataset for 78 tumor samples obtained from 26 MPM patients, each with one sample collected from a superior, lateral, and inferior region of the tumor. By …

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 …

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 …

Factors Affecting Selection Of Trainee For Neurointervention (Fasten), Mohamed Elfil, Rami Z Morsi, Sherief Ghozy, Ahmed Elmashad, Adnan Siddiqui, Alhamza R Al-Bayati, Ali Alaraj, Allan Brook, Anthony W Kam, Arindam Rano Chatterjee, Athos Patsalides, Ben Waldau, Charles J Prestigiacomo, Charles Matouk, Clemens M Schirmer, David Altschul, David T Parrella, Gabor Toth, Gaurav Jindal, Hamza A Shaikh, Jaydevsinh N Dolia, Johanna T Fifi, Justin F Fraser, Justin Thomas Do, Krishna Amuluru, Louis J Kim, Mark Harrigan, Matthew R Amans, Max Kole, Max Mokin, Michael Abraham, Mouhammad Jumaa, Nazli Janjua, Osama Zaidat, Patrick P Youssef, Priyank Khandelwal, Qingliang Tony Wang, Ramesh Grandhi, Ricardo Hanel, Ryan T Kellogg, Santiago Ortega-Gutierrez, Sunil Sheth, Thanh N Nguyen, Viktor Szeder, Yin C Hu, Albert J Yoo, Omar Tanweer, Brian Jankowitz, Jeremy J Heit, Richard Williamson, Tareq Kass-Hout, Richard W Crowley, Mohammad El-Ghanem, Fawaz Al-Mufti

Faculty, Staff and Students Publications

BACKGROUND AND IMPORTANCE: Neurointervention is a very competitive specialty in the United States due to the limited number of training spots and the larger pool of applicants. The training standards are continuously updated to ensure solid training experiences. Factors affecting candidate(s) selection have not been fully established yet. Our study aims to investigate the factors influencing the selection process.

METHODS: A 52-question survey was distributed to 93 program directors (PDs). The survey consisted of six categories: (a) Program characteristics, (b) Candidate demographics, (c) Educational credentials, (d) Personal traits, (e) Research and extracurricular activities, and (f) Overall final set of characteristics. …

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 …

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 …

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

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 …

Progestin-Associated Meningiomatosis With Unusual Schwannoma-Like Morphology, Katherine A Krause, Jared K Woods, Alexandra J Golby, Eudocia Q Lee, Shyam Tanguturi, Zachary Spigelman, Azra H Ligon, Umberto De Girolami, Matthew Torre

Duncan NRI Faculty and Staff Publications

No abstract provided.

Revascularization Strategies For Acute And Chronic Mesenteric Ischemia: A Narrative Review, Jacob J Gries, Takashi Sakamoto, Bing Chen, Hafeez Ul Hassan Virk, Mahboob Alam, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Mesenteric ischemia is a challenging condition characterized by insufficient blood perfusion to the mesentery and, consequently, intestinal tissues that continues to perplex clinicians. Despite its low prevalence, the condition’s variable clinical presentation and elusive radiographic diagnosis can delay life-saving interventions in the acute setting and deteriorate the quality of life of patients when left undiagnosed or misdiagnosed. Purpose: Review and summarize recent diagnostic updates and emergent intervention strategies for acute and chronic mesenteric ischemia. Methods: A narrative review of all relevant studies from January 2022 through September 2023. Results: A total of 11 studies from MEDLINE, supplemented with 44 studies …

Treatment Strategies For Anti-Vegf Resistance In Neovascular Age-Related Macular Degeneration By Targeting Arteriolar Choroidal Neovascularization, Yingbin Fu, Zhao Zhang, Keith A Webster, Yannis M Paulus

Faculty, Staff and Students Publications

Despite extensive use of intravitreal anti-vascular endothelial growth factor (anti-VEGF) biologics for over a decade, neovascular age-related macular degeneration (nAMD) or choroidal neovascularization (CNV) continues to be a major cause of irreversible vision loss in developed countries. Many nAMD patients demonstrate persistent disease activity or experience declining responses over time despite anti-VEGF treatment. The underlying mechanisms of anti-VEGF resistance are poorly understood, and no effective treatment strategies are available to date. Here we review evidence from animal models and clinical studies that supports the roles of neovascular remodeling and arteriolar CNV formation in anti-VEGF resistance. Cholesterol dysregulation, inflammation, and ensuing …

A Stool Based Qpcr For The Diagnosis Of Tb In Children And People Living With Hiv In Uganda, Eswatini And Mozambique (Stool4tb): A Protocol For A Multicenter Diagnostic Evaluation, Lucia Carratala-Castro, Willy Ssengooba, Alex Kay, Sozinho Acácio, Joanna Ehrlich, Andrew R Dinardo, Nosisa Shiba, Joachim K Nsubuga, Shilzia Munguambe, Belén Saavedra-Cervera, Patricia Manjate, Durbbin Mulengwa, Busizwe Sibandze, Mangaliso Ziyane, George Kasule, Edson Mambuque, Moorine Penninah Sekadde, Eric Wobudeya, Moses L Joloba, Jan Heyckendorf, Christoph Lange, Sabine Hermans, Anna Mandalakas, Alberto L García-Basteiro, Elisa Lopez-Varela, Stool4tb Global Partnership

Faculty, Staff and Students Publications

BACKGROUND: Tuberculosis (TB) is a major cause of mortality worldwide. Children and people living with HIV (PLHIV) have an increased risk of mortality, particularly in the absence of rapid diagnosis. The main challenges of diagnosing TB in these populations are due to the unspecific and paucibacillary disease presentation and the difficulty of obtaining respiratory samples. Thus, novel diagnostic strategies, based on non-respiratory specimens could improve clinical decision making and TB outcomes in high burden TB settings. We propose a multi-country, prospective diagnostic evaluation study with a nested longitudinal cohort evaluation to assess the performance of a new stool-based qPCR, developed …

Immunogenicity Phase Ii Study Evaluating Booster Capacity Of Nonadjuvanted Aks-452 Sars-Cov-2 Rbd Fc Vaccine, David G Alleva, Eline A Feitsma, Yester F Janssen, Hendrikus H Boersma, Thomas M Lancaster, Thillainaygam Sathiyaseelan, Sylaja Murikipudi, Andrea R Delpero, Melanie M Scully, Ramya Ragupathy, Sravya Kotha, Jeffrey R Haworth, Nishit J Shah, Vidhya Rao, Shashikant Nagre, Shannon E Ronca, Freedom M Green, Stephen A Shaw, Ari Aminetzah, Schelto Kruijff, Maarten Brom, Gooitzen M Van Dam, Todd C Zion

Faculty, Staff and Students Publications

AKS-452, a subunit vaccine comprising an Fc fusion of the ancestral wild-type (WT) SARS-CoV-2 virus spike protein receptor binding domain (SP/RBD), was evaluated without adjuvant in a single cohort, non-randomized, open-labelled phase II study (NCT05124483) at a single site in The Netherlands for safety and immunogenicity. A single 90 µg subcutaneous booster dose of AKS-452 was administered to 71 adults previously primed with a registered mRNA- or adenovirus-based vaccine and evaluated for 273 days. All AEs were mild and no SAEs were attributable to AKS-452. While all subjects showed pre-existing SP/RBD binding and ACE2-inhibitory IgG titers, 60-68% responded to AKS-452 …

What Did We Learn About Vads In 2023?, Maya Guglin

The VAD Journal

This is our 10^th annual literature review on mechanical circulatory support (MCS) devices. All of our previous reports were well received by the readers.^1-9

In this paper, we summarized the most interesting and important, from our standpoint, publications from 2023. There may be some slight overlap with the end of 2022, because some papers were published online first, and the year of publication changed when they became available in print.

For the seventh time this year, we wrote a section on extracorporeal membrane oxygenation (ECMO), which primarily addresses new developments in veno-arterial ECMO.

Readers who wish to supplement …

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 …

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) …

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 …

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, …