Biomedical Informatics Commons^™

Molecular Pathways And Cellular Subsets Associated With Adverse Clinical Outcomes In Overlapping Immune-Related Myocarditis And Myositis, Bilal A Siddiqui, Nicolas L Palaskas, Sreyashi Basu, Yibo Dai, Zhong He, Shalini S Yadav, James P Allison, Rahul A Sheth, Sudhakar Tummala, Maximilian Buja, Meenakshi B Bhattacharjee, Cezar Iliescu, Anishia Rawther-Karedath, Anita Deswal, Linghua Wang, Padmanee Sharma, Sumit K Subudhi

Faculty, Staff and Student Publications

Immune checkpoint therapies (ICT) can induce life-threatening immune-related adverse events, including myocarditis and myositis, which are rare but often concurrent. The molecular pathways and immune subsets underlying these toxicities remain poorly understood. To address this need, we performed single-cell RNA sequencing of heart and skeletal muscle biopsies obtained from living patients with cancers treated with ICTs and admitted to the hospital with myocarditis and/or myositis (overlapping myocarditis plus myositis, n = 10; myocarditis-only, n = 1) or ICT-exposed patients ruled out for toxicity utilized as controls (n = 9). All biopsies were obtained within 96 hours of clinical presentation. Analyses …

Combination Of Dasatinib And Venetoclax In Newly Diagnosed Chronic Phase Chronic Myeloid Leukemia, Elias Jabbour, Fadi G Haddad, Koji Sasaki, Bing Z Carter, Yesid Alvarado, Cedric Nasnas, Lewis Nasr, Lucia Masarova, Naval Daver, Naveen Pemmaraju, Nicholas J Short, Jeffrey Skinner, Tapan Kadia, Gautam Borthakur, Guillermo Garcia-Manero, Farhad Ravandi, Ghayas C Issa, Michael Andreeff, Hagop Kantarjian

Faculty, Staff and Student Publications

Background: The dual inhibition of the BCR::ABL1 tyrosine kinase and BCL-2 could potentially deepen the response rates of chronic myeloid leukemia in chronic phase (CML-CP). This study evaluated the safety and efficacy of the combination of dasatinib and venetoclax.

Methods: In this phase 2 trial, patients with CML-CP or accelerated phase (clonal evolution) received dasatinib 50 mg/day for three courses; venetoclax was added in course 4 for 3 years. The initial venetoclax dose was 200 mg/day continuously but reduced later to 200 mg/day for 14 days, and to 100 mg/day for 7 days per course once a molecular response (MR)4.5 …

Trends In Outcomes After Upfront Autologous Transplant For Multiple Myeloma Over Three Decades, Oren Pasvolsky, Curtis Marcoux, Jianliang Dai, Denái R Milton, Mark R Tanner, Naureen Syed, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Yosra Aljawai, Hans C Lee, Mahmoud R Gaballa, Krina K Patel, Partow Kebriaei, Sheeba K Thomas, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Upfront autologous stem cell transplantation (auto-SCT) remains standard of care for eligible patients with newly diagnosed multiple myeloma (NDMM), although recently its role has been questioned. The aim of the study was to evaluate trends in patient characteristics, treatment, and outcomes of NDMM who underwent upfront auto-SCT over three decades. We conducted a single-center retrospective analysis of patients with NDMM who underwent upfront auto-SCT at MD Anderson Cancer Center between 1988 to 2021. Primary end points were progression-free survival (PFS) and overall survival (OS). Patients were grouped by the year of auto-SCT: 1988-2000 (n = 249), 2001-2005 (n = 373), …

Why Do Patients With Cancer Die?, Adrienne Boire, Katy Burke, Thomas R Cox, Theresa Guise, Mariam Jamal-Hanjani, Tobias Janowitz, Rosandra Kaplan, Rebecca Lee, Charles Swanton, Matthew G Vander Heiden, Erik Sahai

Faculty, Staff and Student Publications

Cancer is a major cause of global mortality, both in affluent countries and increasingly in developing nations. Many patients with cancer experience reduced life expectancy and have metastatic disease at the time of death. However, the more precise causes of mortality and patient deterioration before death remain poorly understood. This scarcity of information, particularly the lack of mechanistic insights, presents a challenge for the development of novel treatment strategies to improve the quality of, and potentially extend, life for patients with late-stage cancer. In addition, earlier deployment of existing strategies to prolong quality of life is highly desirable. In this …

Pbi-05204, A Supercritical Co2 Extract Of Nerium Oleander, Suppresses Glioblastoma Stem Cells By Inhibiting Grp78 And Inducing Programmed Necroptotic Cell, Sharmistha Chakraborty, Daoyan Wei, Megan Tran, Frederick F Lang, Robert A Newman, Peiying Yang

Faculty, Staff and Student Publications

Successful treatment of glioblastoma multiforme (GBM), an aggressive form of primary brain neoplasm, mandates the need to develop new therapeutic strategies. In this study, we investigated the potential of PBI-05204 in targeting GBM stem cells (GSCs) and the underlying mechanisms. Treatment with PBI-05204 significantly reduced both the number and size of tumor spheres derived from patient-derived GSCs (GBM9, GSC28 and TS543), and suppressed the tumorigenesis of GBM9 xenografts. Moreover, PBI-05204 treatment led to a significant decrease in the expression of CD44 and NANOG, crucial markers of progenitor stem cells, in GBM9 and GSC28 GSCs. This treatment also down-regulated GRP78 expression …

Inhibition Of Lysine Acetyltransferase Kat6 In Er+Her2− Metastatic Breast Cancer: A Phase 1 Trial, Toru Mukohara, Yeon Hee Park, David Sommerhalder, Kan Yonemori, Erika Hamilton, Sung-Bae Kim, Jee Hyun Kim, Hiroji Iwata, Toshinari Yamashita, Rachel M Layman, Monica Mita, Timothy Clay, Yee Soo Chae, Catherine Oakman, Fengting Yan, Gun Min Kim, Seock-Ah Im, Geoffrey J Lindeman, Hope S Rugo, Marlon Liyanage, Michelle Saul, Christophe Le Corre, Athanasia Skoura, Li Liu, Meng Li, Patricia M Lorusso

Faculty, Staff and Student Publications

Inhibition of histone lysine acetyltransferases (KATs) KAT6A and KAT6B has shown antitumor activity in estrogen receptor-positive (ER+) breast cancer preclinical models. PF-07248144 is a selective catalytic inhibitor of KAT6A and KAT6B. In the present study, we report the safety, pharmacokinetics (PK), pharmacodynamics, efficacy and biomarker results from the first-in-human, phase 1 dose escalation and dose expansion study (n = 107) of PF-07248144 monotherapy and fulvestrant combination in heavily pretreated ER+ human epidermal growth factor receptor-negative (HER2−) metastatic breast cancer (mBC). The primary objectives of assessing the safety and tolerability and determining the recommended dose for expansion of PF-07248144, as …

Metronidazole May Display Anti-Inflammatory Features In Periodontitis Treatment: A Scoping Review, Lina J Suárez, Roger M Arce, Cristiane Gonçalves, Camila Pinheiro Furquim, Nidia Castro Dos Santos, Belén Retamal-Valdes, Magda Feres

Faculty, Staff and Student Publications

Aim: Metronidazole (MTZ) is an antimicrobial agent used to treat anaerobic infections. It has been hypothesized that MTZ may also have anti-inflammatory properties, but the evidence is limited and has not been previously reviewed. Thus, this scoping review aimed to answer the following question: "What is the evidence supporting anti-inflammatory properties of metronidazole that are not mediated by its antimicrobial effects?"

Methods: A scoping review was conducted according to the PRISMA-ScR statement. Five databases were searched up to January 2023 for studies evaluating the anti-inflammatory properties of MTZ used as monotherapy for treating infectious and inflammatory diseases.

Results: A total …

Estimating The Direct Effects Of The Genetic Liabilities To Bipolar Disorder, Schizophrenia, And Behavioral Traits On Suicide Attempt Using A Multivariable Mendelian Randomization Approach, Brenda Cabrera-Mendoza, Necla Aydin, Gabriel R Fries, Anna R Docherty, Consuelo Walss-Bass, Renato Polimanti

Faculty, Staff and Student Publications

Bipolar disorder (BD) and schizophrenia (SZ) are associated with higher odds of suicide attempt (SA). In this study, we aimed to explore the effect of BD and SZ genetic liabilities on SA, also considering the contribution of behavioral traits, socioeconomic factors, and substance use disorders. Leveraging large-scale genome-wide association data from the Psychiatric Genomics Consortium (PGC) and the UK Biobank (UKB), we conducted a two-sample Mendelian randomization (MR) analysis to evaluate the putative causal effect of BD (41,917 cases, 371,549 controls) and SZ (53,386 cases, 77,258 controls) on SA (26,590 cases, 492,022 controls). Then, we assessed the putative causal effect …

Markov Models For Clinical Decision-Making In Radiation Oncology: A Systematic Review, Lucas B Mccullum, Aysenur Karagoz, Cem Dede, Raul Garcia, Fatemeh Nosrat, Mehdi Hemmati, Seyedmohammadhossein Hosseinian, Andrew J Schaefer, Clifton D Fuller

Faculty, Staff and Student Publications

The intrinsic stochasticity of patients' response to treatment is a major consideration for clinical decision-making in radiation therapy. Markov models are powerful tools to capture this stochasticity and render effective treatment decisions. This paper provides an overview of the Markov models for clinical decision analysis in radiation oncology. A comprehensive literature search was conducted within MEDLINE using PubMed, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Only studies published from 2000 to 2023 were considered. Selected publications were summarized in two categories: (i) studies that compare two (or more) fixed treatment policies using Monte Carlo simulation …

Pb-05204, A Supercritical Co2 Extract Of Nerium Oleander, Suppresses Glioblastoma Stem Cells By Inhibiting Grp78 And Inducing Programmed Necroptotic Cell Death, Sharmistha Chakraborty, Daoyan Wei, Megan Tran, Frederick F Lang, Robert A Newman, Peiying Yang

Faculty, Staff and Student Publications

Successful treatment of glioblastoma multiforme (GBM), an aggressive form of primary brain neoplasm, mandates the need to develop new therapeutic strategies. In this study, we investigated the potential of PBI-05204 in targeting GBM stem cells (GSCs) and the underlying mechanisms. Treatment with PBI-05204 significantly reduced both the number and size of tumor spheres derived from patient-derived GSCs (GBM9, GSC28 and TS543), and suppressed the tumorigenesis of GBM9 xenografts. Moreover, PBI-05204 treatment led to a significant decrease in the expression of CD44 and NANOG, crucial markers of progenitor stem cells, in GBM9 and GSC28 GSCs. This treatment also down-regulated GRP78 expression …

Pharmacodynamic Activity Of [18f]-Fluorthanatrace Poly(Adp-Ribose) Polymerase Positron Emission Tomography In Patients With Brca1/2-Mutated Breast Cancer Receiving Talazoparib, Lilie L Lin, Franklin Wong, Ruitao Lin, Timothy Yap, Jennifer K Litton

Faculty, Staff and Student Publications

Purpose: We tested the ability of [18F] fluorthanatrace (FTT), a radiolabeled analog of poly(ADP-ribose) polymerase (PARP)-1 inhibitors, to demonstrate target engagement on positron emission tomography (PET) scans from patients with newly diagnosed primary breast cancer receiving the PARP inhibitor (PARPi) talazoparib.

Methods: Seven patients with germline BRCA1/2 pathogenic variants underwent [18F]FTT PET-computed tomography scanning at baseline, and five underwent repeat scanning 14 days after talazoparib initiation. Maximum uptake on PET was quantified in the primary tumor, involved nodes, contralateral pectoralis muscle, and lumbar vertebra body level 3, and compared between the two time points.

Results: Blocking of [18F]FTT was observed …

Patient Education Practices And Preferences Of Radiation Oncologists And Interprofessional Radiation Therapy Care Teams: A Mixed-Methods Study Exploring Strategies For Effective Patient Education Delivery, Jie Jane Chen, Anna M Brown, Allison E Garda, Ellen Kim, Sarah A Mcavoy, Subha Perni, Michael K Rooney, Kevin Shiue, Kristi L Tonning, Laura E Warren, Daniel W Golden, Jennifer M Croke

Faculty, Staff and Student Publications

Purpose: Patients' understanding of radiation therapy (RT) and data regarding optimal approaches to patient education (PE) within radiation oncology (RO) are limited. We aimed to evaluate PE practices of radiation oncologists and interprofessional RT care team members to inform recommendations for delivering inclusive and accessible PE.

Methods and materials: An anonymous survey was administered to all Radiation Oncology Education Collaborative Study Group members (10/5/22-11/23/22). Respondent demographics, individual practices/preferences, and institutional practices were collected. Qualitative items explored strategies, challenges, and desired resources for PE. Descriptive statistics summarized survey responses. The Fisher exact test compared PE practices by respondent role and PE …

Proteomics In Orthopedic Research: Recent Studies And Their Translational Implications, George Li, Argyrios Stampas, Yoshihiro Komatsu, Xueqin Gao, Johnny Huard, Sheng Pan

Faculty, Staff and Student Publications

Proteomics is a growing field that offers insights into various aspects of disease processes and therapy responses. Within the field of orthopedics, there are a variety of diseases that have a poor prognosis due to a lack of targeted curative therapy or disease modifying therapy. Other diseases have been difficult to manage in part due to lack of clinical biomarkers that offer meaningful insight into disease progression or severity. As an emerging technology, proteomics has been increasingly applied in studying bone biology and an assortment of orthopedics related diseases, such as osteoarthritis, osteosarcoma and bone tumors, osteoporosis, traumatic bone injury, …

A First-In-Class Selective Inhibitor Of Egfr And Pi3k Offers A Single-Molecule Approach To Targeting Adaptive Resistance, Christopher E Whitehead, Elizabeth K Ziemke, Christy L Frankowski-Mcgregor, Rachel A Mumby, June Chung, Jinju Li, Nathaniel Osher, Oluwadara Coker, Veerabhadran Baladandayuthapani, Scott Kopetz, Judith S Sebolt-Leopold

Faculty, Staff and Student Publications

Despite tremendous progress in precision oncology, adaptive resistance mechanisms limit the long-term effectiveness of molecularly targeted agents. Here we evaluated the pharmacological profile of MTX-531 that was computationally designed to selectively target two key resistance drivers, epidermal growth factor receptor and phosphatidylinositol 3-OH kinase (PI3K). MTX-531 exhibits low-nanomolar potency against both targets with a high degree of specificity predicted by cocrystal structural analyses. MTX-531 monotherapy uniformly resulted in tumor regressions of squamous head and neck patient-derived xenograft (PDX) models. The combination of MTX-531 with mitogen-activated protein kinase kinase or KRAS-G12C inhibitors led to durable regressions of BRAF-mutant or KRAS-mutant colorectal …

Perioperative Nivolumab Versus Observation In Patients With Renal Cell Carcinoma Undergoing Nephrectomy (Prosper Ecog-Acrin Ea8143): An Open-Label, Randomised, Phase 3 Study, Mohamad E Allaf, Se-Eun Kim, Viraj Master, David F Mcdermott, Lauren C Harshman, Suzanne M Cole, Charles G Drake, Sabina Signoretti, Mahmut Akgul, Nicholas Baniak, Elsa Li-Ning, Matthew B Palmer, Hamid Emamekhoo, Nabil Adra, Hristos Kaimakliotis, Yasser Ged, Phillip M Pierorazio, E Jason Abel, Mehmet A Bilen, Kenneth Ogan, Helen H Moon, Krishna A Ramaswamy, Eric A Singer, Tina M Mayer, Jay Lohrey, Vitaly Margulis, Jessie Gills, Scott E Delacroix, Mark J Waples, Andrew C James, Peng Wang, Toni Choueiri, M Dror Michaelson, Anil Kapoor, Daniel Y Heng, Brian Shuch, Bradley C Leibovich, Primo N Lara, Judith Manola, Deborah Maskens, Dena Battle, Robert Uzzo, Gennady Bratslavsky, Naomi B Haas, Michael A Carducci

Faculty, Staff and Student Publications

Background: The standard of care for patients with intermediate-to-high risk renal cell carcinoma is partial or radical nephrectomy followed by surveillance. We aimed to investigate use of nivolumab before nephrectomy followed by adjuvant nivolumab in patients with high-risk renal cell carcinoma to determine recurrence-free survival compared with surgery only.

Methods: In this open-label, randomised, phase 3 trial (PROSPER EA8143), patients were recruited from 183 community and academic sites across the USA and Canada. Eligible patients were aged 18 years or older with an Eastern Cooperative Oncology Group performance status of 0-1, with previously untreated clinical stage T2 or greater or …

Updated Understanding Of The Protein-Dna Recognition Code Used By C2h2 Zinc Finger Proteins, Xing Zhang, Robert M Blumenthal, Xiaodong Cheng

Faculty, Staff and Student Publications

C2H2 zinc-finger (ZF) proteins form the largest family of DNA-binding transcription factors coded by mammalian genomes. In a typical DNA-binding ZF module, there are twelve residues (numbered from -1 to -12) between the last zinc-coordinating cysteine and the first zinc-coordinating histidine. The established C2H2-ZF "recognition code" suggests that residues at positions -1, -4, and -7 recognize the 5', central, and 3' bases of a DNA base-pair triplet, respectively. Structural studies have highlighted that additional residues at positions -5 and -8 also play roles in specific DNA recognition. The presence of bulky and either charged or polar residues at these five …

Simulation-Based Caregiving Skills Training For Family Members Of High-Grade Glioma Patients, Meagan Whisenant, Shiao-Pei Weathers, Yisheng Li, Ellen Aldrich, Kristin Ownby, Jessica Thomas, An Ngo-Huang, Eduardo Bruera, Kathrin Milbury

Faculty, Staff and Student Publications

BACKGROUND: Because family caregivers of patients with a high-grade glioma experience high levels of distress and feel unprepared to perform the complex caregiving tasks associated with the disease and its treatment, we pilot-tested a caregiving skills intervention that integrates hands-on caregiving with coping skill training.

METHODS: In this single-arm trial, caregivers participated in a 4-session research nurse-led intervention involving simulation-based caregiving skills training at the hospital and psychoeducation delivered via videoconference. We collected measures of patients' and caregivers' psychological symptoms; caregivers' caregiving self-efficacy and role adjustment; and patients' cancer-related symptoms (MDASI) at baseline and again postintervention. We tracked feasibility data. …

Central Irf4/5 Signaling Are Critical For Microglial Activation And Impact On Stroke Outcomes, Conelius Ngwa, Abdullah Al Mamun, Shaohua Qi, Romana Sharmeen, Maria P Blasco Conesa, Bhanu P Ganesh, Bharti Manwani, Fudong Liu

Faculty, Staff and Student Publications

Microglia and monocytes play a critical role in immune responses to cerebral ischemia. Previous studies have demonstrated that interferon regulatory factor 4 (IRF4) and IRF5 direct microglial polarization after stroke and impact outcomes. However, IRF4/5 are expressed by both microglia and monocytes, and it is not clear if it is the microglial (central) or monocytic (peripheral) IRF4-IRF5 regulatory axis that functions in stroke. In this work, young (8-12 weeks) male pep boy (PB), IRF4 or IRF5 flox, and IRF4 or IRF5 conditional knockout (CKO) mice were used to generate 8 types of bone marrow chimeras, to differentiate the role of …

P53r172h And P53r245w Hotspot Mutations Drive Distinct Transcriptomes In Mouse Mammary Tumors Through A Convergent Transcriptional Mediator, Joy M Mcdaniel, Rhiannon L Morrissey, Denada Dibra, Lalit R Patel, Shunbin Xiong, Yun Zhang, Gilda P Chau, Xiaoping Su, Yuan Qi, Adel K El-Naggar, Guillermina Lozano

Faculty, Staff and Student Publications

Aggressive breast cancers harbor TP53 missense mutations. Tumor cells with TP53 missense mutations exhibit enhanced growth and survival through transcriptional rewiring. To delineate how TP53 mutations in breast cancer contribute to tumorigenesis and progression in vivo, we created a somatic mouse model driven by mammary epithelial cell-specific expression of Trp53 mutations. Mice developed primary mammary tumors reflecting the human molecular subtypes of luminal A, luminal B, HER2-enriched, and triple-negative breast cancer with metastases. Transcriptomic analyses comparing MaPR172H/− or MaPR245W/− mammary tumors to MaP−/− tumors revealed (1) differences in cancer-associated pathways activated in both p53 …

A Qualitative Exploration To Inform An Oral Health Training For Disability Care Workers In Burkina Faso, Ave Põld, Dan Filwendé Kientega, Jocelyne Valérie Garé, Michael Lorenz

Faculty, Staff and Student Publications

AIM: To explore enablers and barriers to the creation of an oral health training for care workers at specialized centres for children with disabilities in Ouagadougou.

DESIGN: This was a formative study informed by the Theoretical Domains Framework using qualitative methods.

METHODS: Qualitative observations and 14 semi-structured interviews were conducted with care workers from six specialized centres for disability.

RESULTS: Carer workers emphasized that a successful oral health training must account for available resources and competencies in each specific centre. Part of the training must be dedicated to oral hygiene targeted for people with disabilities and provide knowledge about risk …

Sotatercept For Anemia Of Myelofibrosis: A Phase Ii Investigator-Initiated Study, Prithviraj Bose, Lucia Masarova, Naveen Pemmaraju, Sharon D Bledsoe, Naval G Daver, Elias J Jabbour, Tapan M Kadia, Zeev Estrov, Steven M Kornblau, Michael Andreeff, Nitin Jain, Jorge E Cortes, Gautam Borthakur, Yesid Alvarado, Mary Ann Richie, Mackenzie H Dobbins, Selene A Mccrackin, Lingsha Zhou, Sherry A Pierce, Xuemei Wang, Allison M Pike, Guillermo Garcia-Manero, Hagop M Kantarjian, Srdan Verstovsek

Faculty, Staff and Student Publications

No abstract provided.

Structural Dynamics In Α-Amino-3-Hydroxy-5-Methyl-4-Isoxazole Propionic Acid Receptor Gating, Cuauhtemoc U Gonzalez, Vasanthi Jayaraman

Faculty, Staff and Student Publications

The ionotropic glutamate receptors (iGluRs) are comprised of α-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid (AMPA), N-methyl-d-aspartate receptor, kainate, and delta subtypes and are pivotal in neuronal plasticity. Recent structural studies on AMPA receptors reveal intricate conformational changes during activation and desensitization elucidating the steps from agonist binding to channel opening and desensitization. Additionally, interactions with auxiliary subunits, including transmembrane AMPA-receptor regulatory proteins, germ-cell-specific gene 1-like protein, and cornichon homologs, intricately modulate AMPA receptors. We discuss the recent high-resolution structures of these complexes that unveil stoichiometry, subunit positioning, and differences in specific side-chain interactions that influence these functional modulations.

Mc-Keyboard: A Practical Phase I Trial Design For Targeted Therapies And Immunotherapies Integrating Multiple-Grade Toxicities, Liyun Jiang, Zhulin Yin, Fangrong Yan, Ying Yuan

Faculty, Staff and Student Publications

In targeted therapies and immunotherapies, the occurrence of low-grade (e.g., grade 1-2) toxicities (LGT) is common, while dose-limiting toxicities (DLT) are relatively rare. As a result, conventional phase I trial designs, solely based on DLTs and disregarding milder toxicities, are problematic when evaluating these novel therapies.

Methods: To address this issue, we propose a novel phase I design called a multiple-constraint keyboard (MC-Keyboard) that integrates multiple toxicity constraints, accounting for both DLT and LGT, for precise dose escalation and de-escalation, and identification of the maximum tolerated dose (MTD). As a model-assisted design, an important feature of MC-Keyboard is that its …

Stratifying Heart Failure Patients With Graph Neural Network And Transformer Using Electronic Health Records To Optimize Drug Response Prediction, Shaika Chowdhury, Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma, Qiying Dai, Yue Yu, Sunyang Fu, Xiaoqian Jiang, Zhe He, Sunghwan Sohn, Xiaoke Liu, Suzette J Bielinski, Alanna M Chamberlain, James R Cerhan, Nansu Zong

Faculty, Staff and Student Publications

Objectives: Heart failure (HF) impacts millions of patients worldwide, yet the variability in treatment responses remains a major challenge for healthcare professionals. The current treatment strategies, largely derived from population based evidence, often fail to consider the unique characteristics of individual patients, resulting in suboptimal outcomes. This study aims to develop computational models that are patient-specific in predicting treatment outcomes, by utilizing a large Electronic Health Records (EHR) database. The goal is to improve drug response predictions by identifying specific HF patient subgroups that are likely to benefit from existing HF medications.

Materials and methods: A novel, graph-based model capable …

Assessing The Reproducibility Of Research Based On The Food And Drug Administration Manufacturer And User Facility Device Experience Data, Xinyu Li, Yubo Feng, Yang Gong, You Chen

Faculty, Staff and Student Publications

Objective: This article aims to assess the reproducibility of Manufacturer and User Facility Device Experience (MAUDE) data-driven studies by analyzing the data queries used in their research processes.

Methods: Studies using MAUDE data were sourced from PubMed by searching for "MAUDE" or "Manufacturer and User Facility Device Experience" in titles or abstracts. We manually chose articles with executable queries. The reproducibility of each query was assessed by replicating it in the MAUDE Application Programming Interface. The reproducibility of a query is determined by a reproducibility coefficient that ranges from 0.95 to 1.05. This coefficient is calculated by comparing the number …

Case-Case Genome-Wide Analyses Identify Subtype-Informative Variants That Confer Risk For Breast Cancer, Xiaohui Sun, Shiv P Verma, Guochong Jia, Xinjun Wang, Jie Ping, Xingyi Guo, Xiao-Ou Shu, Jianhong Chen, Andriy Derkach, Qiuyin Cai, Xiaolin Liang, Jirong Long, Kenneth Offit, Jung H Oh, Anne S Reiner, Gordon P Watt, Meghan Woods, Yaohua Yang, Christine B Ambrosone, Stefan Ambs, Yu Chen, Patrick Concannon, Montserrat Garcia-Closas, Jian Gu, Christopher A Haiman, Jennifer J Hu, Dezheng Huo, Esther M John, Julia A Knight, Christopher I Li, Charles F Lynch, Lene Mellemkjær, Katherine L Nathanson, Barbara Nemesure, Olufunmilayo I Olopade, Andrew F Olshan, Tuya Pal, Julie R Palmer, Michael F Press, Maureen Sanderson, Dale P Sandler, Melissa A Troester, Wei Zheng, Jonine L Bernstein, Matthew F Buas, Xiang Shu

Faculty, Staff and Student Publications

Breast cancer includes several subtypes with distinct characteristic biological, pathologic, and clinical features. Elucidating subtype-specific genetic etiology could provide insights into the heterogeneity of breast cancer to facilitate the development of improved prevention and treatment approaches. In this study, we conducted pairwise case-case comparisons among five breast cancer subtypes by applying a case-case genome-wide association study (CC-GWAS) approach to summary statistics data of the Breast Cancer Association Consortium. The approach identified 13 statistically significant loci and eight suggestive loci, the majority of which were identified from comparisons between triple-negative breast cancer (TNBC) and luminal A breast cancer. Associations of lead …

Why Do Patients With Cancer Die?, Adrienne Boire, Katy Burke, Thomas R Cox, Theresa Guise, Mariam Jamal-Hanjani, Tobias Janowitz, Rosandra Kaplan, Rebecca Lee, Charles Swanton, Matthew G Vander Heiden, Erik Sahai

Faculty, Staff and Student Publications

Cancer is a major cause of global mortality, both in affluent countries and increasingly in developing nations. Many patients with cancer experience reduced life expectancy and have metastatic disease at the time of death. However, the more precise causes of mortality and patient deterioration before death remain poorly understood. This scarcity of information, particularly the lack of mechanistic insights, presents a challenge for the development of novel treatment strategies to improve the quality of, and potentially extend, life for patients with late-stage cancer. In addition, earlier deployment of existing strategies to prolong quality of life is highly desirable. In this …

A Cell Cycle-Aware Network For Data Integration And Label Transferring Of Single-Cell Rna-Seq And Atac-Seq, Jiajia Liu, Jian Ma, Jianguo Wen, Xiaobo Zhou

Faculty, Staff and Student Publications

In recent years, the integration of single-cell multi-omics data has provided a more comprehensive understanding of cell functions and internal regulatory mechanisms from a non-single omics perspective, but it still suffers many challenges, such as omics-variance, sparsity, cell heterogeneity, and confounding factors. As it is known, the cell cycle is regarded as a confounder when analyzing other factors in single-cell RNA-seq data, but it is not clear how it will work on the integrated single-cell multi-omics data. Here, a cell cycle-aware network (CCAN) is developed to remove cell cycle effects from the integrated single-cell multi-omics data while keeping the cell …

Meniscus Tears In Elite Athletes: Treatment Considerations, Clinical Outcomes, And Return To Play, Erick M Marigi, Michael R Davies, Robert G Marx, Scott A Rodeo, Riley J Williams

Faculty, Staff and Student Publications

PURPOSE OF REVIEW: Management of meniscal injuries in the elite athlete is a difficult problem secondary to the high demands of athletic competition, the need for a timely return to sport, and the desire to maximize performance over time. The purpose of this review is to provide an up-to-date summary on the current literature and trends regarding the management of meniscus injuries with a special consideration for elite athletes.

RECENT FINDINGS: Historically, partial meniscectomy has been the primary treatment option for meniscus injuries. However, in recent years there has been an increased emphasis on meniscus preservation due to the increased …

Survival And Treatment Outcomes In Patients With Leptomeningeal Disease From Metastatic Melanoma, Chantal Saberian, Denái R Milton, Julie Simon, Rodabe N Amaria, Adi Diab, Jennifer Mcquade, Sapna P Patel, Hussein Tawbi, Cassian Yee, Michael K Wong, Ian E Mccutcheon, Michael A Davies, Sherise D Ferguson, Isabella C Glitza Oliva

Faculty, Staff and Student Publications

Background: Melanoma leptomeningeal disease (LMD) has a poor prognosis. However, the management of patients with advanced melanoma has evolved with time, including those with LMD. We reviewed a large cohort of melanoma LMD patients to assess factors associated with survival.

Methods: Retrospective clinical data was collected on patients diagnosed with LMD at MD Anderson Cancer Center from 2015 to 2020. Overall survival (OS) was determined from LMD diagnosis to date of death or last follow-up. The Kaplan-Meier method and log-rank test were used to estimate OS and to assess univariate group differences, respectively. Multivariable associations of survival with variables of …