Biomedical Informatics Commons^™

Dermatology Healthcare Utilization In Solid-Organ Transplant Recipients: A Retrospective Cohort Study, Carly F Stender, Lucy J Navsaria, Jiangong Niu, Nasim Khalfe, Candice L Hinkston, Sharon H Giordano, Mackenzie R Wehner

Faculty, Staff and Student Publications

No abstract provided.

Endolysosomal Trafficking Controls Yolk Granule Biogenesis In Vitellogenic Drosophila Oocytes, Yue Yu, Dongsheng Chen, Stephen M Farmer, Shiyu Xu, Beatriz Rios, Amanda Solbach, Xin Ye, Lili Ye, Sheng Zhang

Faculty, Staff and Student Publications

Endocytosis and endolysosomal trafficking are essential for almost all aspects of physiological functions of eukaryotic cells. As our understanding on these membrane trafficking events are mostly from studies in yeast and cultured mammalian cells, one challenge is to systematically evaluate the findings from these cell-based studies in multicellular organisms under physiological settings. One potentially valuable in vivo system to address this challenge is the vitellogenic oocyte in Drosophila, which undergoes extensive endocytosis by Yolkless (Yl), a low-density lipoprotein receptor (LDLR), to uptake extracellular lipoproteins into oocytes and package them into a specialized lysosome, the yolk granule, for storage and usage …

Gli1-Altered Mesenchymal Tumors With Actb Or Ptch1 Fusion: A Molecular And Clinicopathologic Analysis, Darcy A Kerr, Jeffrey M Cloutier, Matthew Margolis, Douglas A Mata, Nathalie J Rodrigues Simoes, William C Faquin, Dora Dias-Santagata, Shefali Chopra, Gregory W Charville, Sintawat Wangsiricharoen, Alexander J Lazar, Wei-Lien Wang, Andrew E Rosenberg, Julie Y Tse

Faculty, Staff and Student Publications

Mesenchymal tumors with GLI1 fusions or amplifications have recently emerged as a distinctive group of neoplasms. The terms GLI1-altered mesenchymal tumor or GLI1-altered soft tissue tumor serve as a nosological category, although the exact boundaries/criteria require further elucidation. We examined 16 tumors affecting predominantly adults (median age: 40 years), without sex predilection. Several patients had tumors of longstanding duration (>10 years). The most common primary site was soft tissue (n = 9); other sites included epidural tissue (n = 1), vertebra (n = 1), tongue (n = 1), hard palate (n = 1), and liver (n = 1). Histologically, …

Nci10066: A Phase 1/2 Study Of Olaparib In Combination With Ramucirumab In Previously Treated Metastatic Gastric And Gastroesophageal Junction Adenocarcinoma, Michael Cecchini, James M Cleary, Yu Shyr, Joseph Chao, Nataliya Uboha, May Cho, Anthony Shields, Shubham Pant, Laura Goff, Kristen Spencer, Edward Kim, Stacey Stein, Jeremy S Kortmansky, Sandra Canosa, Jeffrey Sklar, Elizabeth M Swisher, Marc Radke, Percy Ivy, Scott Boerner, Diane E Durecki, Chih-Yuan Hsu, Patricia Lorusso, Jill Lacy

Faculty, Staff and Student Publications

Background: Our preclinical work revealed tumour hypoxia induces homologous recombination deficiency (HRD), increasing sensitivity to Poly (ADP-ribose) polymerase inhibitors. We aimed to induce tumour hypoxia with ramucirumab thereby sensitising tumours to olaparib.

Patients and methods: This multi-institution single-arm Phase 1/2 trial enrolled patients with metastatic gastroesophageal adenocarcinoma refractory to ≥1 systemic treatment. In dose escalation, olaparib was evaluated at escalating dose levels with ramucirumab 8 mg/kg day 1 in 14-day cycles. The primary endpoint of Phase 1 was the recommended Phase 2 dose (RP2D), and in Phase 2 the primary endpoint was the overall response rate (ORR).

Results: Fifty-one patients …

Age-Associated Disparity In Phagocytic Clearance Affects The Efficacy Of Cancer Nanotherapeutics, Yifan Wang, Weiye Deng, Daeyong Lee, Long Yan, Yifei Lu, Shiyan Dong, Kristin Huntoon, Abin Antony, Xuefeng Li, Rui Ye, Yan Zhao, Feiyan Zhao, Benjamin R Schrank, Jonghoon Ha, Minjeong Kang, Mingming Yang, Ping Gong, Philip L Lorenzi, Lin Tan, Thomas D Gallup, Sarah K Tang, Zhaogang Yang, Jing Li, Nina N Sanford, Hongmei Wang, Betty Y S Kim, Wen Jiang

Faculty, Staff and Student Publications

Nanomedicines have been approved to treat multiple human diseases. However, clinical adoption of nanoformulated agents is often hindered by concerns about hepatic uptake and clearance, a process that is not fully understood. Here we show that the antitumour efficacy of cancer nanomedicine exhibits an age-associated disparity. Tumour delivery and treatment outcomes are superior in old versus young mice, probably due to an age-related decline in the ability of hepatic phagocytes to take up and remove nanoparticles. Transcriptomic- and protein-level analysis at the single-cell and bulk levels reveals an age-associated decrease in the numbers of hepatic macrophages that express the scavenger …

Transmission Of Amyloid-Β Pathology In Humans: A Perspective On Clinical Evidence, Celso S G Catumbela, Rodrigo Morales

Faculty, Staff and Student Publications

No abstract provided.

Azithromycin Reduces Hemoglobin-Induced Innate Neuroimmune Activation, Chirayu D Pandya, Hemendra J Vekaria, Miriam Zamorano, Amanda L Trout, Rodney M Ritzel, Gary U Guzman, Christopher Bolden, Patrick G Sullivan, John C Gensel, Brandon A Miller

Faculty, Staff and Student Publications

Neonatal intraventricular hemorrhage (IVH) releases blood products into the lateral ventricles and brain parenchyma. There are currently no medical treatments for IVH and surgery is used to treat a delayed effect of IVH, post-hemorrhagic hydrocephalus. However, surgery is not a cure for intrinsic brain injury from IVH, and is performed in a subacute time frame. Like many neurological diseases and injuries, innate immune activation is implicated in the pathogenesis of IVH. Innate immune activation is a pharmaceutically targetable mechanism to reduce brain injury and post-hemorrhagic hydrocephalus after IVH. Here, we tested the macrolide antibiotic azithromycin, which has immunomodulatory properties, to …

A Novel Multimodal Approach To Refractory Brain Metastases: A Case Report, Kalman A Katlowitz, Thomas H Beckham, Rajat J Kudchadker, Jeffrey Wefel, Yasir Y Elamin, Jeffrey S Weinberg

Faculty, Staff and Student Publications

No abstract provided.

The Artificial Intelligence-Based Model Anorak Improves Histopathological Grading Of Lung Adenocarcinoma, Xiaoxi Pan, Khalid Abduljabbar, Jose Coelho-Lima, Anca-Ioana Grapa, Hanyun Zhang, Alvin Ho Kwan Cheung, Juvenal Baena, Takahiro Karasaki, Claire Rachel Wilson, Marco Sereno, Selvaraju Veeriah, Sarah J Aitken, Allan Hackshaw, Andrew G Nicholson, Mariam Jamal-Hanjani, Charles Swanton, Yinyin Yuan, John Le Quesne, David A Moore

Faculty, Staff and Student Publications

The introduction of the International Association for the Study of Lung Cancer grading system has furthered interest in histopathological grading for risk stratification in lung adenocarcinoma. Complex morphology and high intratumoral heterogeneity present challenges to pathologists, prompting the development of artificial intelligence (AI) methods. Here we developed ANORAK (pyrAmid pooliNg crOss stReam Attention networK), encoding multiresolution inputs with an attention mechanism, to delineate growth patterns from hematoxylin and eosin-stained slides. In 1,372 lung adenocarcinomas across four independent cohorts, AI-based grading was prognostic of disease-free survival, and further assisted pathologists by consistently improving prognostication in stage I tumors. Tumors with discrepant …

Anatomy Of The Female Reproductive Tract Organs Of The Brown Anole (Anolis Sagrei), Bonnie K Kircher, Edward L Stanley, Richard R Behringer

Faculty, Staff and Student Publications

Female reproduction in squamate reptiles (lizards and snakes) is highly diverse and mode of reproduction, clutch size, and reproductive tract morphology all vary widely across this group of ~11,000 species. Recently, CRISPR genome editing techniques that require manipulation of the female reproductive anatomy have been developed in this group, making a more complete understanding of this anatomy essential. We describe the adult female reproductive anatomy of the model reptile the brown anole (Anolis sagrei). We show that the brown anole female reproductive tract has three distinct anterior-to-posterior regions, the infundibulum, the glandular uterus, and the nonglandular uterus. The infundibulum has …

Ex Vivo Expanded Cord Blood Natural Killer Cells Combined With Rituximab And High-Dose Chemotherapy And Autologous Stem Cell Transplantation For B Cell Non-Hodgkin Lymphoma, Yago Nieto, Pinaki Banerjee, Indresh Kaur, Kun Hee Kim, Dexing Fang, Peter F Thall, Lori Griffin, Melissa Barnett, Rafet Basar, Chitra Hosing, Jeremy Ramdial, Samer Srour, May Daher, David Marin, Xianli Jiang, Ken Chen, Richard Champlin, Elizabeth J Shpall, Katayoun Rezvani

Faculty, Staff and Student Publications

Relapse is the major cause of failure of high-dose chemotherapy (HDC) with autologous stem cell transplantation (ASCT) for B cell non-Hodgkin lymphomas (B-NHL). Improvement strategies include use in combination with effective immunotherapies. We hypothesized that the combination of rituximab/HDC/ASCT with expanded cord blood (CB)-derived natural killer (NK) cells is safe and active in B-NHL. Patients with B-NHL age 15 to 70 years and appropriate ASCT candidates were eligible for the study. The CB units were selected without considering HLA match with the recipient. The CB NK cells were expanded from day -19 to day -5. Treatment included rituximab on days …

Locoregional Therapies In Immunologically "Cold" Tumors: Opportunities And Clinical Trial Design Considerations, Pavlos Msaouel, Rahul A Sheth

Faculty, Staff and Student Publications

Immunotherapy has revolutionized cancer management, but many tumors, particularly immunologically "cold" tumors, remain resistant to the therapy. The combination of conventional systemic immunotherapies and locoregional interventional radiology approaches is being explored to transform these cold tumors into immunologically active "hot" ones. The present article uses the example of chromophobe renal cell carcinoma (ChRCC), a renal cell carcinoma subtype resistant to current systemic immunotherapies, to address practical and conceptual challenges that have prevented the activation of clinical trials specifically designed for this malignancy to date. The practical framework discussed herein can help overcome logistic and funding limitations and facilitate the development …

Circulating Immune Signatures Across Clinical Stages Of Chronic Pancreatitis: A Pilot Study, Rasmus Hagn-Meincke, Phil A Hart, Dana K Andersen, Santhi S Vege, Evan L Fogel, Jose Serrano, Melena D Bellin, Mark D Topazian, Darwin L Conwell, Liang Li, Stephen K Van Den Eeden, Asbjørn M Drewes, Stephen J Pandol, Chris E Forsmark, William E Fisher, Dhiraj Yadav, Søren S Olesen, Walter G Park, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer (Cpdpc)

Faculty, Staff and Student Publications

Objective: This pilot study seeks to identify serum immune signatures across clinical stages of patients with chronic pancreatitis (CP).

Methods: We performed a cross-sectional analysis of prospectively collected serum samples from the PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translation StuDies-study. CP subjects were categorised into three clinical stages based on the presence/absence of metabolic complications: (1) CP with no diabetes and exocrine pancreatic dysfunction (EPD), (2) CP with either diabetes or EPD, and (3) CP with diabetes and EPD. Blinded samples were analysed using an 80-plex Luminex assay of cytokines/chemokines/adhesion molecules. Group and pairwise comparisons were performed to …

Sirt1 Safeguards Adipogenic Differentiation By Orchestrating Anti-Oxidative Responses And Suppressing Cellular Senescence, An Yu, Ruofan Yu, Haiying Liu, Chenliang Ge, Weiwei Dang

Faculty, Staff and Students Publications

Adipose tissue is an important endocrine organ that regulates metabolism, immune response and aging in mammals. Healthy adipocytes promote tissue homeostasis and longevity. SIRT1, a conserved NAD⁺-dependent deacetylase, negatively regulates adipogenic differentiation by deacetylating and inhibiting PPAR-γ. However, knocking out SIRT1 in mesenchymal stem cells (MSCs) in mice not only causes defects in osteogenesis, but also results in the loss of adipose tissues, suggesting that SIRT1 is also important for adipogenic differentiation.

Here, we report that severe impairment of SIRT1 function in MSCs caused significant defects and cellular senescence during adipogenic differentiation. These were observed only when inhibiting …

Long-Term Non-Progression And Risk Factors For Disease Progression Among Children Living With Hiv In Botswana And Uganda: A Retrospective Cohort Study, Samuel Kyobe, Grace Kisitu, Savannah Mwesigwa, John Farirai, Eric Katagirya, Gaone Retshabile, Lesedi Williams, Angela Mirembe, Lesego Ketumile, Misaki Wayengera, John Mukisa, Gaseene Sebetso, Thabo Diphoko, Marion Amujal, Edgar Kigozi, Fred Katabazi, Ronald Oceng, Busisiwe Mlotshwa, Koketso Morapedi, Betty Nsangi, Edward Wampande, Masego Tsimako, Chester Brown, Ishmael Kasvosve, Moses Joloba, Gabriel Anabwani, Sununguko Mpoloka, Graeme Mardon, Adeodata Kekitiinwa, Neil A Hanchard, Jacqueline Kyosiimire-Lugemwa, Mogomotsi Matshaba, Dithan Kiragga

Faculty, Staff and Students Publications

OBJECTIVES: We utilize a large retrospective study cohort derived from electronic medical records to estimate the prevalence of long-term non-progression (LTNP) and determine the factors associated with progression among children infected with HIV in Botswana and Uganda.

METHODS: Electronic medical records from large tertiary HIV clinical centers in Botswana and Uganda were queried to identify LTNP children 0-18 years enrolled between June 2003 and May 2014 and extract demographic and nutritional parameters. Multivariate subdistribution hazard analyses were used to examine demographic factors and nutritional status in progression in the pre-antiretroviral therapy era.

RESULTS: Between the two countries, 14,246 antiretroviral therapy-naïve …

Unanswered Questions Following Reports Of Secondary Malignancies After Car-T Cell Therapy, Bruce L Levine, Marcelo C Pasquini, John E Connolly, David L Porter, Michael P Gustafson, Jaap J Boelens, Edwin M Horwitz, Stephan A Grupp, Marcela V Maus, Frederick L Locke, Fabio Ciceri, Annalisa Ruggeri, John Snowden, Helen E Heslop, Crystal L Mackall, Carl H June, Anna M Sureda, Miguel-Angel Perales

Faculty, Staff and Students Publications

Reports of T cell malignancies after CAR-T cell therapy should be investigated, but existing data from follow-up studies suggest a low risk compared with other cancer treatments.

A Zika Virus Protein Expression Screen In Drosophila To Investigate Targeted Host Pathways During Development, Nichole Link, J Michael Harnish, Brooke Hull, Shelley Gibson, Miranda Dietze, Uchechukwu E Mgbike, Silvia Medina-Balcazar, Priya S Shah, Shinya Yamamoto

Faculty, Staff and Students Publications

In the past decade, Zika virus (ZIKV) emerged as a global public health concern. Although adult infections are typically mild, maternal infection can lead to adverse fetal outcomes. Understanding how ZIKV proteins disrupt development can provide insights into the molecular mechanisms of disease caused by this virus, which includes microcephaly. In this study, we generated a toolkit to ectopically express ZIKV proteins in vivo in Drosophila melanogaster in a tissue-specific manner using the GAL4/UAS system. We used this toolkit to identify phenotypes and potential host pathways targeted by the virus. Our work identified that expression of most ZIKV proteins caused …

Deep Learning Prediction Boosts Phosphoproteomics-Based Discoveries Through Improved Phosphopeptide Identification, Xinpei Yi, Bo Wen, Shuyi Ji, Alexander B Saltzman, Eric J Jaehnig, Jonathan T Lei, Qiang Gao, Bing Zhang

Faculty, Staff and Students Publications

Shotgun phosphoproteomics enables high-throughput analysis of phosphopeptides in biological samples. One of the primary challenges associated with this technology is the relatively low rate of phosphopeptide identification during data analysis. This limitation hampers the full realization of the potential offered by shotgun phosphoproteomics. Here we present DeepRescore2, a computational workflow that leverages deep learning-based retention time and fragment ion intensity predictions to improve phosphopeptide identification and phosphosite localization. Using a state-of-the-art computational workflow as a benchmark, DeepRescore2 increases the number of correctly identified peptide-spectrum matches by 17% in a synthetic dataset and identifies 19% to 46% more phosphopeptides in biological …

Pluripotency Of A Founding Field: Rebranding Developmental Biology, Crystal D Rogers, Chris Amemiya, Swathi Arur, Leslie Babonis, Michael Barresi, Madelaine Bartlett, Richard Behringer, Blair Benham-Pyle, Dominique Bergmann, Ben Blackman, C Titus Brown, Bill Browne, Jasmin Camacho, Chiswili Yves Chabu, Ida Chow, Ondine Cleaver, Jonah Cool, Megan Y Dennis, Alexandra Jazz Dickinson, Stefano Di Talia, Margaret Frank, Stewart Gillmor, Eric S Haag, Iswar Hariharan, Richard Harland, Aman Husbands, Loydie Jerome-Majewska, Kristen Koenig, Carole Labonne, Michael Layden, Chris Lowe, Madhav Mani, Megan Martik, Katelyn Mckown, Cecilia Moens, Christian Mosimann, Joyce Onyenedum, Robert Reed, Ajna Rivera, Dan Rokhsar, Loic Royer, Flora Rutaganira, Rachel Shahan, Neelima Sinha, Billie Swalla, Jaimie M Van Norman, Daniel E Wagner, Athula Wikramanayake, Sophia Zebell, Siobhán M Brady

Faculty, Staff and Student Publications

The field of developmental biology has declined in prominence in recent decades, with off-shoots from the field becoming more fashionable and highly funded. This has created inequity in discovery and opportunity, partly due to the perception that the field is antiquated or not cutting edge. A 'think tank' of scientists from multiple developmental biology-related disciplines came together to define specific challenges in the field that may have inhibited innovation, and to provide tangible solutions to some of the issues facing developmental biology. The community suggestions include a call to the community to help 'rebrand' the field, alongside proposals for additional …

Nonchromosomal Birth Defects And Risk Of Childhood Acute Leukemia: An Assessment In 15 000 Leukemia Cases And 46 000 Controls From The Childhood Cancer And Leukemia International Consortium, Philip J Lupo, Tiffany M Chambers, Beth A Mueller, Jacqueline Clavel, John D Dockerty, David R Doody, Friederike Erdmann, Sameera Ezzat, Tommaso Filippini, Johnni Hansen, Julia E Heck, Claire Infante-Rivard, Alice Y Kang, Corrado Magnani, Carlotta Malagoli, Erin L Marcotte, Catherine Metayer, Helen D Bailey, Ana M Mora, Evangelia Ntzani, Eleni Th Petridou, Maria S Pombo-De-Oliveira, Wafaa M Rashed, Eve Roman, Joachim Schüz, Catharina Wesseling, Logan G Spector, Michael E Scheurer

Faculty, Staff and Students Publications

Although recent studies have demonstrated associations between nonchromosomal birth defects and several pediatric cancers, less is known about their role on childhood leukemia susceptibility. Using data from the Childhood Cancer and Leukemia International Consortium, we evaluated associations between nonchromosomal birth defects and childhood leukemia. Pooling consortium data from 18 questionnaire-based and three registry-based case-control studies across 13 countries, we used multivariable logistic regression models to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for the association between a spectrum of birth defects and leukemia. Our analyses included acute lymphoblastic leukemia (ALL, n = 13 115) and acute myeloid leukemia …

The Ddhd2-Stxbp1 Interaction Mediates Long-Term Memory Via Generation Of Saturated Free Fatty Acids, Isaac O Akefe, Saber H Saber, Benjamin Matthews, Bharat G Venkatesh, Rachel S Gormal, Daniel G Blackmore, Suzy Alexander, Emma Sieriecki, Yann Gambin, Jesus Bertran-Gonzalez, Nicolas Vitale, Yann Humeau, Arnaud Gaudin, Sevannah A Ellis, Alysee A Michaels, Mingshan Xue, Benjamin Cravatt, Merja Joensuu, Tristan P Wallis, Frédéric A Meunier

Faculty, Staff and Students Publications

The phospholipid and free fatty acid (FFA) composition of neuronal membranes plays a crucial role in learning and memory, but the mechanisms through which neuronal activity affects the brain's lipid landscape remain largely unexplored. The levels of saturated FFAs, particularly of myristic acid (C14:0), strongly increase during neuronal stimulation and memory acquisition, suggesting the involvement of phospholipase A1 (PLA1) activity in synaptic plasticity. Here, we show that genetic ablation of the PLA1 isoform DDHD2 in mice dramatically reduces saturated FFA responses to memory acquisition across the brain. Furthermore, DDHD2 loss also decreases memory performance in reward-based learning and spatial memory …

Management Of Infliximab Refractory Immune Checkpoint Inhibitor Gastrointestinal Toxicity: A Multicenter Case Series, Catriona Harvey, Kazi J Nahar, Janet Mckeown, Serigne N Lo, Sheima Farag, Nadia Yousaf, Kate Young, Liselotte Tas, Aafke Meerveld-Eggink, Christian Blank, Austin Thomas, Jennifer Mcquade, Bastian Schilling, Douglas B Johnson, Roberto Martín Huertas, Ana Arance, Joanna Lee, Lisa Zimmer, Georgina V Long, Matteo S Carlino, Yinghong Wang, Alexander Maxwell Menzies

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitor (ICI) gastrointestinal toxicity (gastritis, enteritis, colitis) is a major cause of morbidity and treatment-related death. Guidelines agree steroid-refractory cases warrant infliximab, however best management of infliximab-refractory ICI gastrointestinal toxicity (IRIGItox) is unknown.

Methods: We conducted an international multicenter retrospective case series. IRIGItox was defined as failure of symptom resolution ≤grade 1 (Common Terminology Criteria for Adverse Events V.5.0) following ≥2 infliximab doses or failure of symptom resolution ≤grade 2 after one dose. Data were extracted regarding demographics, steroid use, response to treatment, and survival outcomes. Toxicity was graded at symptom onset and time of infliximab failure. …

Measures Of Resting-State Brain Network Segregation And Integration Vary In Relation To Data Quantity: Implications For Within And Between Subject Comparisons Of Functional Brain Network Organization, Liang Han, Micaela Y Chan, Phillip F Agres, Ezra Winter-Nelson, Ziwei Zhang, Gagan S Wig

Faculty, Staff and Student Publications

Measures of functional brain network segregation and integration vary with an individual's age, cognitive ability, and health status. Based on these relationships, these measures are frequently examined to study and quantify large-scale patterns of network organization in both basic and applied research settings. However, there is limited information on the stability and reliability of the network measures as applied to functional time-series; these measurement properties are critical to understand if the measures are to be used for individualized characterization of brain networks. We examine measurement reliability using several human datasets (Midnight Scan Club and Human Connectome Project [both Young Adult …

Myd88 In Myofibroblasts Enhances Nonalcoholic Fatty Liver Disease-Related Hepatocarcinogenesis Via Promoting Macrophage M2 Polarization, Yu Liu, Haiqiang Chen, Xuanxuan Yan, Jie Zhang, Zhenzhong Deng, Maosheng Huang, Jianchun Gu, Jinhua Zhang

Faculty, Staff and Student Publications

Background: Nonalcoholic fatty liver disease (NAFLD) is a major cause of chronic liver diseases and has emerged as the leading factor in the pathogenesis of hepatocellular carcinoma (HCC). MyD88 contributes to the development of HCC. However, the underlying mechanism by which MyD88 in myofibroblasts regulates NAFLD-associated liver cancer development remains unknown.

Results: Myofibroblast MyD88-deficient (SMAMyD88-/-) mice were protected from diet-induced obesity and developed fewer and smaller liver tumors. MyD88 deficiency in myofibroblasts attenuated macrophage M2 polarization and fat accumulation in HCC tissues. Mechanistically, MyD88 signaling in myofibroblasts enhanced CCL9 secretion, thereby promoting macrophage M2 polarization. This process may depend on …

Frozen Tissue Coring And Layered Histological Analysis Improves Cell Type-Specific Proteogenomic Characterization Of Pancreatic Adenocarcinoma, Sara R Savage, Yuefan Wang, Lijun Chen, Scott Jewell, Chelsea Newton, Yongchao Dou, Qing Kay Li, Oliver F Bathe, Ana I Robles, Gilbert S Omenn, Mathangi Thiagarajan, Hui Zhang, Galen Hostetter, Bing Zhang

Faculty, Staff and Students Publications

BACKGROUND: Omics characterization of pancreatic adenocarcinoma tissue is complicated by the highly heterogeneous and mixed populations of cells. We evaluate the feasibility and potential benefit of using a coring method to enrich specific regions from bulk tissue and then perform proteogenomic analyses.

METHODS: We used the Biopsy Trifecta Extraction (BioTExt) technique to isolate cores of epithelial-enriched and stroma-enriched tissue from pancreatic tumor and adjacent tissue blocks. Histology was assessed at multiple depths throughout each core. DNA sequencing, RNA sequencing, and proteomics were performed on the cored and bulk tissue samples. Supervised and unsupervised analyses were performed based on integrated molecular …

Expression Of Atoh1, Gfi1, And Pou4f3 In The Mature Cochlea Reprograms Nonsensory Cells Into Hair Cells, Melissa M Mcgovern, Ishwar V Hosamani, Yichi Niu, Ken Y Nguyen, Chenghang Zong, Andrew K Groves

Faculty, Staff and Students Publications

Mechanosensory hair cells of the mature mammalian organ of Corti do not regenerate; consequently, loss of hair cells leads to permanent hearing loss. Although nonmammalian vertebrates can regenerate hair cells from neighboring supporting cells, many humans with severe hearing loss lack both hair cells and supporting cells, with the organ of Corti being replaced by a flat epithelium of nonsensory cells. To determine whether the mature cochlea can produce hair cells in vivo, we reprogrammed nonsensory cells adjacent to the organ of Corti with three hair cell transcription factors: Gfi1, Atoh1, and Pou4f3. We generated numerous hair cell–like …

Longitudinal Varying Coefficient Single-Index Model With Censored Covariates, Shikun Wang, Jing Ning, Ying Xu, Ya-Chen Tina Shih, Yu Shen, Liang Li

Faculty, Staff and Student Publications

It is of interest to health policy research to estimate the population-averaged longitudinal medical cost trajectory from initial cancer diagnosis to death, and understand how the trajectory curve is affected by patient characteristics. This research question leads to a number of statistical challenges because the longitudinal cost data are often non-normally distributed with skewness, zero-inflation, and heteroscedasticity. The trajectory is nonlinear, and its length and shape depend on survival, which are subject to censoring. Modeling the association between multiple patient characteristics and nonlinear cost trajectory curves of varying lengths should take into consideration parsimony, flexibility, and interpretation. We propose a …

Accounting For Network Noise In Graph-Guided Bayesian Modeling Of Structured High-Dimensional Data, Wenrui Li, Changgee Chang, Suprateek Kundu, Qi Long

Faculty, Staff and Student Publications

There is a growing body of literature on knowledge-guided statistical learning methods for analysis of structured high-dimensional data (such as genomic and transcriptomic data) that can incorporate knowledge of underlying networks derived from functional genomics and functional proteomics. These methods have been shown to improve variable selection and prediction accuracy and yield more interpretable results. However, these methods typically use graphs extracted from existing databases or rely on subject matter expertise, which are known to be incomplete and may contain false edges. To address this gap, we propose a graph-guided Bayesian modeling framework to account for network noise in regression …

Leveraging Trop2 Antibody-Drug Conjugates In Solid Tumors, Blessie Elizabeth Nelson, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Antibody-drug conjugates (ADCs) have become the cornerstone of effective therapeutics in solid and hematological malignancies by harnessing potent cytotoxic payloads with targeted tumoricidal delivery. Since the monumental shift occurred with HER2-targeted ADCs, the discovery of the TROP2 antigen has revolutionized the landscape of ADC development. Moving beyond the traditional ADC design, multiple novel ADCs have successfully shaped and improved survival outcomes in patients with various tumor histologies. Here we review and contrast the clinical impact of the well-known TROP2 ADCs currently in clinical use. We also shed light on upcoming investigational TROP2 ADCs showing promise with novel ADC platforms.

A Generalized Phase 1-2-3 Design Integrating Dose Optimization With Confirmatory Treatment Comparison, Yong Zang, Peter F Thall, Ying Yuan

Faculty, Staff and Student Publications

A generalized phase 1-2-3 design, Gen 1-2-3, that includes all phases of clinical treatment evaluation is proposed. The design extends and modifies the design of Chapple and Thall (2019), denoted by CT. Both designs begin with a phase 1-2 trial including dose acceptability and optimality criteria, and both select an optimal dose for phase 3. The Gen 1-2-3 design has the following key differences. In stage 1, it uses phase 1-2 criteria to identify a set of candidate doses rather than 1 dose. In stage 2, which is intermediate between phase 1-2 and phase 3, it randomizes additional patients fairly …