Digital Commons Network^™

Activation Of Ras/Mapk Pathway Confers Mcl-1 Mediated Acquired Resistance To Bcl-2 Inhibitor Venetoclax In Acute Myeloid Leukemia, Qi Zhang, Bridget Riley-Gillis, Lina Han, Yannan Jia, Alessia Lodi, Haijiao Zhang, Saravanan Ganesan, Rongqing Pan, Sergej N Konoplev, Shannon R Sweeney, Jeremy A Ryan, Yulia Jitkova, Kenneth Dunner, Shaun E Grosskurth, Priyanka Vijay, Sujana Ghosh, Charles Lu, Wencai Ma, Stephen Kurtz, Vivian R Ruvolo, Helen Ma, Connie C Weng, Cassandra L Ramage, Natalia Baran, Ce Shi, Tianyu Cai, Richard Eric Davis, Venkata L Battula, Yingchang Mi, Jing Wang, Courtney D Dinardo, Michael Andreeff, Jeffery W Tyner, Aaron Schimmer, Anthony Letai, Rose Ann Padua, Carlos E Bueso-Ramos, Stefano Tiziani, Joel Leverson, Relja Popovic, Marina Konopleva

Faculty, Staff and Student Publications

Despite high initial response rates, acute myeloid leukemia (AML) treated with the BCL-2-selective inhibitor venetoclax (VEN) alone or in combinations commonly acquires resistance. We performed gene/protein expression, metabolomic and methylation analyses of isogenic AML cell lines sensitive or resistant to VEN, and identified the activation of RAS/MAPK pathway, leading to increased stability and higher levels of MCL-1 protein, as a major acquired mechanism of VEN resistance. MCL-1 sustained survival and maintained mitochondrial respiration in VEN-RE cells, which had impaired electron transport chain (ETC) complex II activity, and MCL-1 silencing or pharmacologic inhibition restored VEN sensitivity. In support of the importance …

Crare Coding Variants In Rcn3 Are Associated With Blood Pressure, Karen Y He, Tanika N Kelly, Heming Wang, Jingjing Liang, Luke Zhu, Brian E Cade, Themistocles L Assimes, Lewis C Becker, Amber L Beitelshees, Lawrence F Bielak, Adam P Bress, Jennifer A Brody, Yen-Pei Christy Chang, Yi-Cheng Chang, Paul S De Vries, Ravindranath Duggirala, Ervin R Fox, Nora Franceschini, Anna L Furniss, Yan Gao, Xiuqing Guo, Jeffrey Haessler, Yi-Jen Hung, Shih-Jen Hwang, Marguerite Ryan Irvin, Rita R Kalyani, Ching-Ti Liu, Chunyu Liu, Lisa Warsinger Martin, May E Montasser, Paul M Muntner, Stanford Mwasongwe, Take Naseri, Walter Palmas, Muagututi'a Sefuiva Reupena, Kenneth M Rice, Wayne H-H Sheu, Daichi Shimbo, Jennifer A Smith, Beverly M Snively, Lisa R Yanek, Wei Zhao, John Blangero, Eric Boerwinkle, Yii-Der Ida Chen, Adolfo Correa, L Adrienne Cupples, Joanne E Curran, Myriam Fornage, Jiang He, Lifang Hou, Robert C Kaplan, Sharon L R Kardia, Eimear E Kenny, Charles Kooperberg, Donald Lloyd-Jones, Ruth J F Loos, Rasika A Mathias, Stephen T Mcgarvey, Braxton D Mitchell, Kari E North, Patricia A Peyser, Bruce M Psaty, Laura M Raffield, D C Rao, Susan Redline, Alex P Reiner, Stephen S Rich, Jerome I Rotter, Kent D Taylor, Russell Tracy, Ramachandran S Vasan, Samoan Obesity, Lifestyle And Genetic Adaptations Study (Olaga) Group, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Alanna C Morrison, Daniel Levy, Aravinda Chakravarti, Donna K Arnett, Xiaofeng Zhu

Faculty, Staff and Student Publications

BACKGROUND: While large genome-wide association studies have identified nearly one thousand loci associated with variation in blood pressure, rare variant identification is still a challenge. In family-based cohorts, genome-wide linkage scans have been successful in identifying rare genetic variants for blood pressure. This study aims to identify low frequency and rare genetic variants within previously reported linkage regions on chromosomes 1 and 19 in African American families from the Trans-Omics for Precision Medicine (TOPMed) program. Genetic association analyses weighted by linkage evidence were completed with whole genome sequencing data within and across TOPMed ancestral groups consisting of 60,388 individuals of …

Applying Evidence-Based Intervention (Ebi) Mapping To Identify The Components And Logic Of Colorectal Cancer Screening Interventions, Jacob Szeszulski, Derek W Craig, Timothy J Walker, Maya Foster, Patricia Dolan Mullen, Maria E Fernandez

Faculty, Staff and Student Publications

Implementation of evidence-based interventions (EBIs) can help to increase colorectal cancer screening (CRCS). Potential users of CRCS EBIs are often unclear about the specific features, logic, and core elements of existing EBIs, making it challenging to use or adapt them. We used EBI Mapping, a systematic process developed from Intervention Mapping that identifies an EBI's components and logic, to characterize existing CRCS EBIs from the National Cancer Institute's Evidence-Based Cancer Control Programs website. The resulting information can facilitate intervention adoption, adaptation, and/or implementation. Two trained coders independently coded intervention materials to describe intervention components and logic (n = 20). We …

Differences In Psychosocial Constructs Among Elementary School Staff That Implement Physical Activity Programs: A Step In Designing Implementation Strategies, Jacob Szeszulski, Timothy J Walker, Michael C Robertson, Maria E Fernandez

Faculty, Staff and Student Publications

Multiple types of school staff members (e.g., classroom teachers, principals) are involved in implementing physical activity programs (e.g., classroom-based, gym), but factors specific to their job responsibilities may inhibit their ability to implement programming effectively. Thus, implementation strategies tailored by job type may be needed. We compare perceptions of behavioral constructs related to implementation of school-based physical activity programs, by job type, among school staff. School staff (n = 139), including principals/assistant principals (n = 21), physical education teachers (n = 41), and classroom teachers (n = 77), from elementary schools (n = 25), completed a cross-sectional survey measuring perceptions …

Feasibility Of Administering Human Pancreatic Cancer Chemotherapy In A Spontaneous Pancreatic Cancer Mouse Model, Abagail M Delahoussaye, Joseph Abi Jaoude, Morgan Green, Tara N Fujimoto, Jessica Molkentine, Carolina J Garcia Garcia, Jason P Gay, Ningping Feng, Joseph Marszalek, Natalie Fowlkes, Cullen M Taniguchi

Faculty, Staff and Student Publications

Background: Both modified FOLFIRINOX (mFFX) and gemcitabine/nab-paclitaxel chemotherapy regimens have been shown to improve clinical outcomes in patients with pancreatic cancer, and are often used interchangeably as the standard of care. Preclinical studies often do not use these regimens, since administering these multiagent approaches can be difficult. In this study, we assessed the feasibility of administering these two chemotherapy regimens in spontaneous pancreatic tumors using KPC mice with the ultimate goal of advancing preclinical studies.

Methods: KPC mice were created by breeding KrasLSL-G12D/+ to Trp53fl/fl;Ptf1αCre/+, resulting in KrasLSL-G12D/+;p53fl/+;Ptf1αCre/+ mice. At 14 weeks of age, mice were palpated for spontaneous tumor …

Spatial Transcriptomics Of Dorsal Root Ganglia Identifies Molecular Signatures Of Human Nociceptors, Diana Tavares-Ferreira, Stephanie Shiers, Pradipta R Ray, Andi Wangzhou, Vivekanand Jeevakumar, Ishwarya Sankaranarayanan, Anna M Cervantes, Jeffrey C Reese, Alexander Chamessian, Bryan A Copits, Patrick M Dougherty, Robert W Gereau, Michael D Burton, Gregory Dussor, Theodore J Price

Faculty, Staff and Student Publications

Nociceptors are specialized sensory neurons that detect damaging or potentially damaging stimuli and are found in the dorsal root ganglia (DRG) and trigeminal ganglia. These neurons are critical for the generation of neuronal signals that ultimately create the perception of pain. Nociceptors are also primary targets for treating acute and chronic pain. Single-cell transcriptomics on mouse nociceptors has transformed our understanding of pain mechanisms. We sought to generate equivalent information for human nociceptors with the goal of identifying transcriptomic signatures of nociceptors, identifying species differences and potential drug targets. We used spatial transcriptomics to molecularly characterize transcriptomes of single DRG …

Pharmacological Modulation Of Kv13 Potassium Channel Selectively Triggers Pathological B Lymphocyte Apoptosis In Vivo In A Genetic Cll Model, Filippo Severin, Andrea Urbani, Tatiana Varanita, Magdalena Bachmann, Michele Azzolini, Veronica Martini, Marco Pizzi, Angelo Paolo Dei Tos, Federica Frezzato, Andrea Mattarei, Paolo Ghia, Maria Teresa Sabrina Bertilaccio, Erich Gulbins, Cristina Paradisi, Mario Zoratti, Gianpietro Carlo Semenzato, Luigi Leanza, Livio Trentin, Ildiko Szabò

Faculty, Staff and Student Publications

Background: Ion channels are emerging as promising oncological targets. The potassium channels Kv1.3 and IKCa are highly expressed in the plasma membrane and mitochondria of human chronic lymphocytic leukemia (CLL) cells, compared to healthy lymphocytes. In vitro, inhibition of mitoKv1.3 by PAPTP was shown to kill ex vivo primary human CLL cells, while targeting IKCa with TRAM-34 decreased CLL cell proliferation.

Methods: Here we evaluated the effect of the above drugs in CLL cells from ibrutinib-resistant patients and in combination with Venetoclax, two drugs used in the clinical practice. The effects of the drugs were tested also in the Eμ-TCL1 …

Fully Resolved Assembly Of Cryptosporidium Parvum, Vipin K Menon, Pablo C Okhuysen, Cynthia L Chappell, Medhat Mahmoud, Medhat Mahmoud, Qingchang Meng, Harsha Doddapaneni, Vanesa Vee, Yi Han, Sejal Salvi, Sravya Bhamidipati, Kavya Kottapalli, George Weissenberger, Hua Shen, Matthew C Ross, Kristi L Hoffman, Sara Javornik Cregeen, Donna M Muzny, Ginger A Metcalf, Richard A Gibbs, Joseph F Petrosino, Fritz J Sedlazeck

Faculty, Staff and Student Publications

BACKGROUND: Cryptosporidium parvum is an apicomplexan parasite commonly found across many host species with a global infection prevalence in human populations of 7.6%. Understanding its diversity and genomic makeup can help in fighting established infections and prohibiting further transmission. The basis of every genomic study is a high-quality reference genome that has continuity and completeness, thus enabling comprehensive comparative studies.

FINDINGS: Here, we provide a highly accurate and complete reference genome of Cryptosporidium parvum. The assembly is based on Oxford Nanopore reads and was improved using Illumina reads for error correction. We also outline how to evaluate and choose from …

The Association Between Rest-Activity Rhythms And Glycemic Markers: The Us National Health And Nutrition Examination Survey, 2011-2014, Qian Xiao, Charles E Matthews, Mary Playdon, Cici Bauer

Faculty, Staff and Student Publications

OBJECTIVES: Previous studies conducted in mostly homogeneous sociodemographic samples have reported a relationship between weakened and/or disrupted rest-activity patterns and metabolic dysfunction. This study aims to examine rest-activity rhythm characteristics in relation to glycemic markers in a large nationally representative and diverse sample of American adults.

METHODS: This study used data from the National Health and Nutrition Examination Survey 2011-2014. Rest-activity characteristics were derived from extended cosine models using 24-hour actigraphy. We used multinomial logistic regression and multiple linear regression models to assess the associations with multiple glycemic markers (i.e., glycated hemoglobin, fasting glucose and insulin, homeostatic model assessment of …

Fungal Mycobiome Drives Il-33 Secretion And Type 2 Immunity In Pancreatic Cancer, Aftab Alam, Eric Levanduski, Parker Denz, Helena Solleiro Villavicencio, Maulasri Bhatta, Lamees Alhorebi, Yali Zhang, Eduardo Cortes Gomez, Brian Morreale, Sharon Senchanthisai, Jun Li, Steven G Turowski, Sandra Sexton, Sheila Jani Sait, Prashant K Singh, Jianmin Wang, Anirban Maitra, Pawel Kalinski, Ronald A Depinho, Huamin Wang, Wenting Liao, Scott I Abrams, Brahm H Segal, Prasenjit Dey

Faculty, Staff and Student Publications

TH2 cells and innate lymphoid cells 2 (ILC2) can stimulate tumor growth by secreting pro-tumorigenic cytokines such as interleukin-4 (IL-4), IL-5, and IL-13. However, the mechanisms by which type 2 immune cells traffic to the tumor microenvironment are unknown. Here, we show that oncogenic KrasG12D increases IL-33 expression in pancreatic ductal adenocarcinoma (PDAC) cells, which recruits and activates TH2 and ILC2 cells. Correspondingly, cancer-cell-specific deletion of IL-33 reduces TH2 and ILC2 recruitment and promotes tumor regression. Unexpectedly, IL-33 secretion is dependent on the intratumoral fungal mycobiome. Genetic deletion of IL-33 or anti-fungal treatment decreases TH2 and ILC2 infiltration and increases …

Sensitivity Enhancement Of An Experimental Benchtop X-Ray Fluorescence Imaging System By Deploying A Single Crystal Cadmium Telluride Detector System Optimized For High Flux X-Ray Operations, Hem Moktan, Sandun Jayarathna, Sang Hyun Cho

Faculty, Staff and Student Publications

In this work, an energy-resolving thermoelectrically cooled single crystal cadmium telluride (CdTe) detector system upgraded with the latest firmware was optimized for high x-ray flux operations using high bias voltage and fast peaking time. This detector system was deployed into an experimental benchtop x-ray fluorescence (XRF) imaging/computed tomography (XFCT) system developed for quantitative imaging of metal nanoprobes such as gold nanoparticles (GNPs). Using the firmware-upgraded and existing/old CdTe detector systems, the Compton/XRF spectra from small (8 mm diameter) GNP-containing phantoms were acquired. The phantoms were irradiated with 1.8 mm Sn-filtered 125 kVp cone beam x-rays at 24 mA. The firmware-upgraded …

The Frequency Of Pathogenic Variation In The All Of Us Cohort Reveals Ancestry-Driven Disparities, Oi-Wa Chan, Wan-Hsuan Chen, Jainn-Jim Lin, Ming-Chou Chiang, Shao-Hsuan Hsia, Huei-Shyong Wang, En-Pei Lee, Yi-Shan Wang, Cheng-Yen Kuo, Kuang-Lin Lin, Icns Group

Faculty, Staff and Student Publications

BACKGROUND: In general clinical practice, neonatal seizures are identified visually by direct clinical observation. The study aimed to examine the frequency of clinical seizures in paroxysmal events in a neonatal intensive care unit.

METHODS: We conducted a prospective study of continuous video-EEG monitoring in a neonatal intensive care unit between January 2017 and December 2020. The demographic data were also reviewed.

RESULTS: Sixty-four neonates were enrolled. The median total video-EEG monitoring duration was 24.1 h (IQR 17.5-44.8 h). There were 309 clinically suspected seizure episodes, of which 181 (58.6%) were the motor type and 128 (41.4%) were the non-motor type. …

Translating Research Into Practice-Implementation Recommendations For Pediatric Rheumatology; Proceedings Of The Childhood Arthritis And Rheumatology Research Alliance 2020 Implementation Science Retreat, Cagri Yildirim-Toruner, Rajdeep Pooni, Y Ingrid Goh, Emily Becker-Haimes, James W Dearing, Maria E Fernandez, Esi M Morgan, Gareth Parry, Jon M Burnham, Stacy P Ardoin, Fatima Barbar-Smiley, Joyce C Chang, Peter Chiraseveenuprapund, Vincent Del Gaizo, Guy Eakin, Lisa C Johnson, Yukiko Kimura, Andrea M Knight, Melanie Kohlheim, Erica F Lawson, Mindy S Lo, Nancy Pan, Andrea Ring, Tova Ronis, Rebecca E Sadun, Emily A Smitherman, Alysha J Taxter, Janalee Taylor, Richard K Vehe, Sheetal S Vora, Jennifer E Weiss, Emily Von Scheven, Mas For The Carra Implementation Science Workgroup

Faculty, Staff and Student Publications

The translation of research findings into clinical practice is challenging, especially fields like in pediatric rheumatology, where the evidence base is limited, there are few clinical trials, and the conditions are rare and heterogeneous. Implementation science methodologies have been shown to reduce the research- to- practice gap in other clinical settings may have similar utility in pediatric rheumatology. This paper describes the key discussion points from the inaugural Childhood Arthritis and Rheumatology Research Alliance Implementation Science retreat held in February 2020. The aim of this report is to synthesize those findings into an Implementation Science Roadmap for pediatric rheumatology research. …

Lipid-Loaded Tumor-Associated Macrophages Sustain Tumor Growth And Invasiveness In Prostate Cancer, Michela Masetti, Roberta Carriero, Federica Portale, Giulia Marelli, Nicolò Morina, Marta Pandini, Marta Iovino, Bianca Partini, Marco Erreni, Andrea Ponzetta, Elena Magrini, Piergiuseppe Colombo, Grazia Elefante, Federico Simone Colombo, Joke M M Den Haan, Clelia Peano, Javier Cibella, Alberto Termanini, Paolo Kunderfranco, Jolanda Brummelman, Matthew Wai Heng Chung, Massimo Lazzeri, Rodolfo Hurle, Paolo Casale, Enrico Lugli, Ronald A Depinho, Subhankar Mukhopadhyay, Siamon Gordon, Diletta Di Mitri

Faculty, Staff and Student Publications

Tumor-associated macrophages (TAMs) are correlated with the progression of prostatic adenocarcinoma (PCa). The mechanistic basis of this correlation and therapeutic strategies to target TAMs in PCa remain poorly defined. Here, single-cell RNA sequencing was used to profile the transcriptional landscape of TAMs in human PCa, leading to identification of a subset of macrophages characterized by dysregulation in transcriptional pathways associated with lipid metabolism. This subset of TAMs correlates positively with PCa progression and shorter disease-free survival and is characterized by an accumulation of lipids that is dependent on Marco. Mechanistically, cancer cell-derived IL-1β enhances Marco expression on macrophages, and reciprocally, …

Home-Based Spirometry Telemonitoring After Allogeneic Hematopoietic Cell Transplantation: Mixed Methods Evaluation Of Acceptability And Usability, Ajay Sheshadri, Sukh Makhnoon, Amin M Alousi, Lara Bashoura, Rene Andrade, Christopher J Miller, Karen R Stolar, Muhammad Hasan Arain, Laila Noor, Amulya Balagani, Akash Jain, David Blanco, Abel Ortiz, Michael S Taylor, Alex Stenzler, Rohtesh Mehta, Uday R Popat, Chitra Hosing, David E Ost, Richard E Champlin, Burton F Dickey, Susan K Peterson

Faculty, Staff and Student Publications

Background: Home-based spirometry (HS) allows for the early detection of lung complications in recipients of an allogeneic hematopoietic cell transplant (AHCT). Although the usability and acceptability of HS are critical for adherence, patient-reported outcomes of HS use remain poorly understood in this setting.

Objective: The aim of this study is to design a longitudinal, mixed methods study to understand the usability and acceptability of HS among recipients of AHCT.

Methods: Study participants performed HS using a Bluetooth-capable spirometer that transmitted spirometry data to the study team in real time. In addition, participants completed usability questionnaires and in-depth interviews and reported …

Srgn-Triggered Aggressive And Immunosuppressive Phenotype In A Subset Of Ttf-1-Negative Lung Adenocarcinomas, Ichidai Tanaka, Delphine Dayde, Mei Chee Tai, Haruki Mori, Luisa M Solis, Satyendra C Tripathi, Johannes F Fahrmann, Nese Unver, Gargy Parhy, Rekha Jain, Edwin R Parra, Yoshiko Murakami, Clemente Aguilar-Bonavides, Barbara Mino, Muge Celiktas, Dilsher Dhillon, Julian Phillip Casabar, Masahiro Nakatochi, Francesco Stingo, Veera Baladandayuthapani, Hong Wang, Hiroyuki Katayama, Jennifer B Dennison, Philip L Lorenzi, Kim-Anh Do, Junya Fujimoto, Carmen Behrens, Edwin J Ostrin, Jaime Rodriguez-Canales, Tetsunari Hase, Takayuki Fukui, Taisuke Kajino, Seiichi Kato, Yasushi Yatabe, Waki Hosoda, Koji Kawaguchi, Kohei Yokoi, Toyofumi F Chen-Yoshikawa, Yoshinori Hasegawa, Adi F Gazdar, Ignacio I Wistuba, Samir Hanash, Ayumu Taguchi

Faculty, Staff and Student Publications

BACKGROUND: Approximately 20% of lung adenocarcinoma (LUAD) is negative for the lineage-specific oncogene Thyroid transcription factor 1 (TTF-1) and exhibits worse clinical outcome with a low frequency of actionable genomic alterations. To identify molecular features associated with TTF-1-negative LUAD, we compared the transcriptomic and proteomic profiles of LUAD cell lines. SRGN , a chondroitin sulfate proteoglycan Serglycin, was identified as a markedly overexpressed gene in TTF-1-negative LUAD. We therefore investigated the roles and regulation of SRGN in TTF-1-negative LUAD.

METHODS: Proteomic and metabolomic analyses of 41 LUAD cell lines were done using mass spectrometry. The function of SRGN was investigated …

Performance Determinants Of Unsupervised Clustering Methods For Microbiome Data, Yushu Shi, Liangliang Zhang, Christine B Peterson, Kim-Anh Do, Robert R Jenq

Faculty, Staff and Student Publications

Background: In microbiome data analysis, unsupervised clustering is often used to identify naturally occurring clusters, which can then be assessed for associations with characteristics of interest. In this work, we systematically compared beta diversity and clustering methods commonly used in microbiome analyses. We applied these to four published datasets where highly distinct microbiome profiles could be seen between sample groups, as well a clinical dataset with less clear separation between groups.

Results: Although no single method outperformed the others consistently, we did identify the key scenarios where certain methods can underperform. Specifically, the Bray Curtis (BC) metric resulted in poor …

Multiple Approaches Converge On Three Biological Subtypes Of Meningioma And Extract New Insights From Published Studies, James C Bayley, Caroline C Hadley, Arif O Harmanci, Akdes S Harmanci, Tiemo J Klisch, Akash J Patel

Faculty, Staff and Student Publications

One-fifth of meningiomas classified as benign by World Health Organization (WHO) histopathological grading will behave malignantly. To better diagnose these tumors, several groups turned to DNA methylation, whereas we combined RNA-sequencing (RNA-seq) and cytogenetics. Both approaches were more accurate than histopathology in identifying aggressive tumors, but whether they revealed similar tumor types was unclear. We therefore performed unbiased DNA methylation, RNA-seq, and cytogenetic profiling on 110 primary meningiomas WHO grade I and II). Each technique distinguished the same three groups (two benign and one malignant) as our previous molecular classification; integrating these methods into one classifier further improved accuracy. Computational …

Interplay Between Soluble Cd74 And Macrophage-Migration Inhibitory Factor Drives Tumor Growth And Influences Patient Survival In Melanoma, Yasunari Fukuda, Matias A Bustos, Sung-Nam Cho, Jason Roszik, Suyeon Ryu, Victor M Lopez, Jared K Burks, Jeffrey E Lee, Elizabeth A Grimm, Dave S B Hoon, Suhendan Ekmekcioglu

Faculty, Staff and Student Publications

Soluble forms of receptors play distinctive roles in modulating signal-transduction pathways. Soluble CD74 (sCD74) has been identified in sera of inflammatory diseases and implicated in their pathophysiology; however, few relevant data are available in the context of cancer. Here we assessed the composition and production mechanisms, as well as the clinical significance and biological properties, of sCD74 in melanoma. Serum sCD74 levels were significantly elevated in advanced melanoma patients compared with normal healthy donors, and the high ratio of sCD74 to macrophage-migration inhibitory factor (MIF) conferred significant predictive value for prolonged survival in these patients (p = 0.0035). Secretion of …

Comparison Of Sexually Transmitted Infections And Adverse Perinatal Outcomes In Underserved Pregnant Patients Before Vs During The Covid-19 Pandemic In Texas, Irene A Stafford, Jennie O Coselli, Danielle F Wilson, Courtney Y Wang, Baha M Sibai

Faculty, Staff and Student Publications

This cohort study assesses the rates of sexually transmitted infections (STI) and associated adverse perinatal outcomes among underserved pregnant patients during the COVID-19 pandemic in a public health system in Southeastern Texas.

Artificial Intelligence In Clinical And Translational Science: Successes, Challenges And Opportunities, Elmer V Bernstam, Paula K Shireman, Funda Meric-Bernstam, Meredith N Zozus, Xiaoqian Jiang, Bradley B Brimhall, Ashley K Windham, Susanne Schmidt, Shyam Visweswaran, Ye Ye, Heath Goodrum, Yaobin Ling, Seemran Barapatre, Michael J Becich

Faculty, Staff and Student Publications

Artificial intelligence (AI) is transforming many domains, including finance, agriculture, defense, and biomedicine. In this paper, we focus on the role of AI in clinical and translational research (CTR), including preclinical research (T1), clinical research (T2), clinical implementation (T3), and public (or population) health (T4). Given the rapid evolution of AI in CTR, we present three complementary perspectives: (1) scoping literature review, (2) survey, and (3) analysis of federally funded projects. For each CTR phase, we addressed challenges, successes, failures, and opportunities for AI. We surveyed Clinical and Translational Science Award (CTSA) hubs regarding AI projects at their institutions. Nineteen …

Verticox: Vertically Distributed Cox Proportional Hazards Model Using The Alternating Direction Method Of Multipliers, Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado

Faculty, Staff and Student Publications

The Cox proportional hazards model is a popular semi-parametric model for survival analysis. In this paper, we aim at developing a federated algorithm for the Cox proportional hazards model over vertically partitioned data (i.e., data from the same patient are stored at different institutions). We propose a novel algorithm, namely VERTICOX, to obtain the global model parameters in a distributed fashion based on the Alternating Direction Method of Multipliers (ADMM) framework. The proposed model computes intermediary statistics and exchanges them to calculate the global model without collecting individual patient-level data. We demonstrate that our algorithm achieves equivalent accuracy for the …

Examining Rural-Urban Differences In Fatalism And Information Overload: Data From 12 Nci-Designated Cancer Centers, Jakob D Jensen, Jackilen Shannon, Ronaldo Iachan, Yangyang Deng, Sunny Jung Kim, Wendy Demark-Wahnefried, Babalola Faseru, Electra D Paskett, Jinxiang Hu, Robin C Vanderpool, Deann Lazovich, Jason A Mendoza, Sanjay Shete, Linda B Robertson, Rajesh Balkrishnan, Katherine J Briant, Benjamin Haaland, David A Haggstrom, Bernard F Fuemmeler, Rural Workgroup Of The Population Health Assessment In Cancer Center Catchment Areas Consortium

Faculty, Staff and Student Publications

BACKGROUND: Rural populations experience a disproportionate cancer burden relative to urban populations. One possibility is that rural populations are more likely to hold counterproductive cancer beliefs such as fatalism and information overload that undermine prevention and screening behaviors.

METHODS: Between 2016 and 2020, 12 U.S. cancer centers surveyed adults in their service areas using online and in-person survey instruments. Participants (

RESULTS: Compared with urban residents, rural residents were more likely to believe that (i) everything causes cancer (OR = 1.29; 95% CI, 1.17-1.43); (ii) prevention is not possible (OR = 1.34; 95% CI, 1.19-1.51); and (iii) there are too …

A Large-Scale Transcriptome-Wide Association Study (Twas) Of 10 Blood Cell Phenotypes Reveals Complexities Of Twas Fine-Mapping, Amanda L Tapia, Bryce T Rowland, Jonathan D Rosen, Michael Preuss, Kris Young, Misa Graff, Hélène Choquet, David J Couper, Steve Buyske, Stephanie A Bien, Eric Jorgenson, Charles Kooperberg, Ruth J F Loos, Alanna C Morrison, Kari E North, Bing Yu, Alexander P Reiner, Yun Li, Laura M Raffield

Faculty, Staff and Student Publications

Hematological measures are important intermediate clinical phenotypes for many acute and chronic diseases and are highly heritable. Although genome-wide association studies (GWAS) have identified thousands of loci containing trait-associated variants, the causal genes underlying these associations are often uncertain. To better understand the underlying genetic regulatory mechanisms, we performed a transcriptome-wide association study (TWAS) to systematically investigate the association between genetically predicted gene expression and hematological measures in 54,542 Europeans from the Genetic Epidemiology Research on Aging cohort. We found 239 significant gene-trait associations with hematological measures; we replicated 71 associations at p < 0.05 in a TWAS meta-analysis consisting of up to 35,900 Europeans from the Women's Health Initiative, Atherosclerosis Risk in Communities Study, and BioMe Biobank. Additionally, we attempted to refine this list of candidate genes by performing conditional analyses, adjusting for individual variants previously associated with hematological measures, and performed further fine-mapping of TWAS loci. To facilitate interpretation of our findings, we designed an R Shiny application to interactively visualize our TWAS results by integrating them with additional genetic data sources (GWAS, TWAS from multiple reference panels, conditional analyses, known GWAS variants, etc.). Our results and application highlight frequently overlooked TWAS challenges and illustrate the complexity of TWAS fine-mapping.

Genetic Errors Of Immunity Distinguish Pediatric Nonmalignant Lymphoproliferative Disorders, Lisa R Forbes, Olive S Eckstein, Nitya Gulati, Erin C Peckham-Gregory, Nmazuo W Ozuah, Joseph Lubega, Nader K El-Mallawany, Jennifer E Agrusa, M Cecilia Poli, Tiphanie P Vogel, Natalia S Chaimowitz, Nicholas L Rider, Emily M Mace, Jordan S Orange, Jason W Caldwell, Juan C Aldave-Becerra, Stephen Jolles, Francesco Saettini, Hey J Chong, Asbjorg Stray-Pedersen, Helen E Heslop, Kala Y Kamdar, R Helen Rouce, Donna M Muzny, Shalini N Jhangiani, Richard A Gibbs, Zeynep H Coban-Akdemir, James R Lupski, Kenneth L Mcclain, Carl E Allen, Ivan K Chinn

Faculty, Staff and Student Publications

BACKGROUND: Pediatric nonmalignant lymphoproliferative disorders (PLPDs) are clinically and genetically heterogeneous. Long-standing immune dysregulation and lymphoproliferation in children may be life-threatening, and a paucity of data exists to guide evaluation and treatment of children with PLPD.

OBJECTIVE: The primary objective of this study was to ascertain the spectrum of genomic immunologic defects in PLPD. Secondary objectives included characterization of clinical outcomes and associations between genetic diagnoses and those outcomes.

METHODS: PLPD was defined by persistent lymphadenopathy, lymph organ involvement, or lymphocytic infiltration for more than 3 months, with or without chronic or significant Epstein-Barr virus (EBV) infection. Fifty-one subjects from …

Spatial Epidemiology: An Empirical Framework For Syndemics Research, Shikhar Shrestha, Cici X C Bauer, Brian Hendricks, Thomas J Stopka

Faculty, Staff and Student Publications

Syndemics framework describes two or more co-occurring epidemics that synergistically interact with each other and the complex structural social forces that sustain them leading to excess disease burden. The term syndemic was first used to describe the interaction between substance abuse, violence, and AIDS by Merrill Singer. A broader range of syndemic studies has since emerged describing the framework's applicability to other public health scenarios. With syndemic theory garnering significant attention, the focus is shifting towards developing robust empirical analytical approaches. Unfortunately, the complex nature of the disease-disease interactions nested within several social contexts complicates empirical analyses. In answering the …

Clinical And Molecular Characterization Of Pole Mutations As Predictive Biomarkers Of Response To Immune Checkpoint Inhibitors In Advanced Cancers, Benjamin Garmezy, Jinesh Gheeya, Heather Y Lin, Yuefan Huang, Taebeom Kim, Xianli Jiang, Kyaw Z Thein, Patrick G Pilié, Fadl Zeineddine, Wanlin Wang, Kenna R Shaw, Jordi Rodon, John Paul Shen, Ying Yuan, Funda Meric-Bernstam, Ken Chen, Timothy A Yap

Faculty, Staff and Student Publications

Purpose: DNA polymerase epsilon is critical to DNA proofreading and replication. Mutations in POLE have been associated with hypermutated tumors and antitumor response to immune checkpoint inhibitor (ICI) therapy. We present a clinicopathologic analysis of patients with advanced cancers harboring POLE mutations, the pattern of co-occurring mutations, and their response to ICI therapy within the context of mutation pathogenicity.

Methods: We conducted a retrospective analysis of next-generation sequencing data at MD Anderson Cancer Center to identify patient tumors with POLE mutations and their co-occurring mutations. The pathogenicity of each mutation was annotated using InterVar and ClinVar. Differences in therapeutic response …

Ces2 Sustains Hnf4Α Expression To Promote Pancreatic Adenocarcinoma Progression Through An Epoxide Hydrolase-Dependent Regulatory Loop, Yihui Chen, Michela Capello, Mayrim V Rios Perez, Jody V Vykoukal, David Roife, Ya'an Kang, Laura R Prakash, Hiroyuki Katayama, Ehsan Irajizad, Alia Fleury, Sammy Ferri-Borgogno, Dodge L Baluya, Jennifer B Dennison, Kim-Anh Do, Oliver Fiehn, Anirban Maitra, Huamin Wang, Paul J Chiao, Matthew H G Katz, Jason B Fleming, Samir M Hanash, Johannes F Fahrmann

Faculty, Staff and Student Publications

Objective: Intra-tumoral expression of the serine hydrolase carboxylesterase 2 (CES2) contributes to the activation of the pro-drug irinotecan in pancreatic ductal adenocarcinoma (PDAC). Given other potential roles of CES2, we assessed its regulation, downstream effects, and contribution to tumor development in PDAC.

Methods: Association between the mRNA expression of CES2 in pancreatic tumors and overall survival was assessed using The Cancer Genome Atlas. Cell viability, clonogenic, and anchorage-independent growth assays as well as an orthotopic mouse model of PDAC were used to evaluate the biological relevance of CES2 in pancreatic cancer. CES2-driven metabolic changes were determined by untargeted and targeted …

Final Results Of The Choroid Plexus Tumor Study Cpt-Siop-2000, Johannes E Wolff, Stefaan W Van Gool, Tezer Kutluk, Blanca Diez, Rejin Kebudi, Beate Timmermann, Miklos Garami, Jaroslav Sterba, Gregory N Fuller, Brigitte Bison, Uwe R Kordes

Faculty, Staff and Student Publications

INTRODUCTION: Standards for chemotherapy against choroid plexus tumors (CPT) have not yet been established.

METHODS: CPT-SIOP-2000 (NCT00500890) was an international registry for all CPT nesting a chemotherapy randomization for high-risk CPT with Carboplatin/Etoposide/Vincristine (CarbEV) versus Cyclophosphamide/Etoposide/Vincristine (CycEV). Patients older than three years were recommended to receive irradiation: focal fields for non-metastatic CPC, incompletely resected atypical choroid plexus papilloma (APP) or metastatic choroid plexus papilloma (CPP); craniospinal fields for metastatic CPC/APP and non-responsive CPC. High risk was defined as choroid plexus carcinoma (CPC), incompletely resected APP, and all metastatic CPT. From 2000 until 2010, 158 CPT patients from 23 countries were …

Construction And Validation Of Prognostic Nomogram For Metaplastic Breast Cancer, Yongfeng Li, Daobao Chen, Haojun Xuan, Mihnea P Dragomir, George A Calin, Xuli Meng, Meng Chen, Hongchuan Jin

Faculty, Staff and Student Publications

In this study we aimed to develop nomogram models for predicting the overall survival (OS) and cancer-specific survival (CSS) of patients with metaplastic breast cancer (MBC). Data of patients diagnosed with MBC from 1973 to 2015 were collected from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate Cox analyses were performed to identify independent prognostic factors for OS and CSS of MBC patients. The obtained prognostic variables were combined to construct nomogram models for predicting OS and CSS in patients with MBC. Model performance was evaluated using concordance index (C-index) and calibration plots. Data from 1125 patients …