Biomedical Informatics Commons^™

Tumor- And Circulating-Free Dna Methylation Identifies Clinically Relevant Small Cell Lung Cancer Subtypes, Simon Heeke, Carl M Gay, Marcos R Estecio, Hai Tran, Benjamin B Morris, Bingnan Zhang, Ximing Tang, Maria Gabriela Raso, Pedro Rocha, Siqi Lai, Edurne Arriola, Paul Hofman, Veronique Hofman, Prasad Kopparapu, Christine M Lovly, Kyle Concannon, Luana Guimaraes De Sousa, Whitney Elisabeth Lewis, Kimie Kondo, Xin Hu, Azusa Tanimoto, Natalie I Vokes, Monique B Nilsson, Allison Stewart, Maarten Jansen, Ildikó Horváth, Mina Gaga, Vasileios Panagoulias, Yael Raviv, Danny Frumkin, Adam Wasserstrom, Aharona Shuali, Catherine A Schnabel, Yuanxin Xi, Lixia Diao, Qi Wang, Jianjun Zhang, Peter Van Loo, Jing Wang, Ignacio I Wistuba, Lauren A Byers, John V Heymach

Faculty, Staff and Student Publications

Small cell lung cancer (SCLC) is an aggressive malignancy composed of distinct transcriptional subtypes, but implementing subtyping in the clinic has remained challenging, particularly due to limited tissue availability. Given the known epigenetic regulation of critical SCLC transcriptional programs, we hypothesized that subtype-specific patterns of DNA methylation could be detected in tumor or blood from SCLC patients. Using genomic-wide reduced-representation bisulfite sequencing (RRBS) in two cohorts totaling 179 SCLC patients and using machine learning approaches, we report a highly accurate DNA methylation-based classifier (SCLC-DMC) that can distinguish SCLC subtypes. We further adjust the classifier for circulating-free DNA (cfDNA) to subtype …

Probiotic Limosilactobacillus Reuteri Dsm 17938 Changes Foxp3 Deficiency-Induced Dyslipidemia And Chronic Hepatitis In Mice, Erini Nessim Kostandy, Ji Ho Suh, Xiangjun Tian, Beanna Okeugo, Erin Rubin, Sara Shirai, Meng Luo, Christopher M Taylor, Kang Ho Kim, J Marc Rhoads, Yuying Liu

Faculty, Staff and Student Publications

The probiotic Limosilactobacillus reuteri DSM 17938 produces anti-inflammatory effects in scurfy (SF) mice, a model characterized by immune dysregulation, polyendocrinopathy, enteropathy, and X-linked inheritance (called IPEX syndrome in humans), caused by regulatory T cell (Treg) deficiency and is due to a Foxp3 gene mutation. Considering the pivotal role of lipids in autoimmune inflammatory processes, we investigated alterations in the relative abundance of lipid profiles in SF mice (± treatment with DSM 17938) compared to normal WT mice. We also examined the correlation between plasma lipids and gut microbiota and circulating inflammatory markers. We noted a significant upregulation of plasma lipids …

Phase I Study Of Mtorc1/2 Inhibitor Sapanisertib (Cb-228/Tak-228) In Combination With Metformin In Patients With Mtor/Akt/Pi3k Pathway Alterations And Advanced Solid Malignancies, Vivek Subbiah, Niamh Coleman, Sarina A Piha-Paul, Apostolia M Tsimberidou, Filip Janku, Jordi Rodon, Shubham Pant, Ecaterina E Ileana Dumbrava, Siqing Fu, David S Hong, Shizhen Zhang, Ming Sun, Yunfang Jiang, Jason Roszik, Juhee Song, Ying Yuan, Funda Meric-Bernstam, Aung Naing

Faculty, Staff and Student Publications

BACKGROUND: Sapanisertib (CB-228/TAK-228) is a potent, selective ATP-competitive, dual inhibitor of mTORC1/2. Metformin is thought to inhibit the mTOR pathway through upstream activation of 5'-AMP-activated protein kinase (AMPK) suggesting combination therapy may enhance antitumor activity of sapanisertib. We report preliminary safety, tolerability, and efficacy from the dose-escalation study of sapanisertib in combination with metformin in patients with advanced solid tumors.

METHODS: Patients with advanced metastatic solid tumors resistant or refractory to standard treatment, with and without mTOR/AKT/PI3K pathway alterations, received sapanisertib 3 or 4 mg daily together with metformin once to three times daily (500-1,500 mg). All patients underwent 14-day …

Optimizing Internet Of Things Fog Computing: Through Lyapunov-Based Long Short-Term Memory Particle Swarm Optimization Algorithm For Energy Consumption Optimization, Sheng Pan, Chenbin Huang, Jiajia Fan, Zheyan Shi, Junjie Tong, Hui Wang

Faculty, Staff and Student Publications

In the era of continuous development in Internet of Things (IoT) technology, smart services are penetrating various facets of societal life, leading to a growing demand for interconnected devices. Many contemporary devices are no longer mere data producers but also consumers of data. As a result, massive amounts of data are transmitted to the cloud, but the latency generated in edge-to-cloud communication is unacceptable for many tasks. In response to this, this paper introduces a novel contribution-a layered computing network built on the principles of fog computing, accompanied by a newly devised algorithm designed to optimize user tasks and allocate …

Sox On Tumors, A Comfort Or A Constraint?, Junqing Jiang, Yufei Wang, Mengyu Sun, Xiangyuan Luo, Zerui Zhang, Yijun Wang, Siwen Li, Dian Hu, Jiaqian Zhang, Zhangfan Wu, Xiaoping Chen, Bixiang Zhang, Xiao Xu, Shuai Wang, Shengjun Xu, Wenjie Huang, Limin Xia

Faculty, Staff and Student Publications

The sex-determining region Y (SRY)-related high-mobility group (HMG) box (SOX) family, composed of 20 transcription factors, is a conserved family with a highly homologous HMG domain. Due to their crucial role in determining cell fate, the dysregulation of SOX family members is closely associated with tumorigenesis, including tumor invasion, metastasis, proliferation, apoptosis, epithelial-mesenchymal transition, stemness and drug resistance. Despite considerable research to investigate the mechanisms and functions of the SOX family, confusion remains regarding aspects such as the role of the SOX family in tumor immune microenvironment (TIME) and contradictory impacts the SOX family exerts on tumors. This review summarizes …

Functional Epas1/ Hif2a Missense Variant Is Associated With Hematocrit In Andean Highlanders, Elijah S Lawrence, Wanjun Gu, Ryan J Bohlender, Cecilia Anza-Ramirez, Amy M Cole, James J Yu, Hao Hu, Erica C Heinrich, Katie A O'Brien, Carlos A Vasquez, Quinn T Cowan, Patrick T Bruck, Kysha Mercader, Mona Alotaibi, Tao Long, James E Hall, Esteban A Moya, Marco A Bauk, Jennifer J Reeves, Mitchell C Kong, Rany M Salem, Gustavo Vizcardo-Galindo, Jose-Luis Macarlupu, Rómulo Figueroa-Mujíca, Daniela Bermudez, Noemi Corante, Eduardo Gaio, Keolu P Fox, Veikko Salomaa, Aki S Havulinna, Andrew J Murray, Atul Malhotra, Frank L Powel, Mohit Jain, Alexis C Komor, Gianpiero L Cavalleri, Chad D Huff, Francisco C Villafuerte, Tatum S Simonson

Faculty, Staff and Student Publications

Hypoxia-inducible factor pathway genes are linked to adaptation in both human and nonhuman highland species. EPAS1, a notable target of hypoxia adaptation, is associated with relatively lower hemoglobin concentration in Tibetans. We provide evidence for an association between an adaptive EPAS1 variant (rs570553380) and the same phenotype of relatively low hematocrit in Andean highlanders. This Andean-specific missense variant is present at a modest frequency in Andeans and absent in other human populations and vertebrate species except the coelacanth. CRISPR-base-edited human cells with this variant exhibit shifts in hypoxia-regulated gene expression, while metabolomic analyses reveal both genotype and phenotype associations …

Comprehensive Landscape Of Braf Variant Classes, Clonalities, And Co-Mutations In Metastatic Colorectal Cancer Using Ctdna Profiling, Benny Johnson, Van Morris, Xuemei Wang, Arvind Dasari, Kanwal Raghav, John Paul Shen, Michael S Lee, Ryan Huey, Christine Parseghian, Jason Willis, Robert Wolff, Leylah M Drusbosky, Michael J Overman, Scott Kopetz

Faculty, Staff and Student Publications

Although V600E accounts for the majority of the BRAF mutations in metastatic colorectal cancer (mCRC), non-V600 BRAF variants have been shown in recent years to represent a distinct molecular subtype. This study provides a comprehensive profile of BRAF variants in mCRC using a large genomic database of circulating tumor DNA (ctDNA) and analyzing clinical outcomes in a cohort of patients with atypical (non-V600) BRAF variants (aBRAF; class II, class III, unclassified). Overall, 1733 out of 14,742 mCRC patients in the ctDNA cohort had at least one BRAF variant. Patients with atypical BRAF variants tended to be younger and …

Prex1 Improves Homeostatic Proliferation To Maintain A Naive Cd4+ T Cell Compartment In Older Age, Huimin Zhang, Hirohisa Okuyama, Abhinav Jain, Rohit R Jadhav, Bowen Wu, Ines Sturmlechner, Jose Morales, Shozo Ohtsuki, Cornelia M Weyand, Jӧrg J Goronzy

Faculty, Staff and Student Publications

The human adult immune system maintains normal T cell counts and compensates for T cell loss throughout life, mainly through peripheral homeostatic proliferation after the ability of the thymus to generate new T cells has rapidly declined at adolescence. This process is mainly driven by STAT5-activating cytokines, most importantly IL-7, and is very effective in maintaining a large naive CD4+ T cell compartment into older age. Here, we describe that naive CD4+ T cells undergo adaptations to optimize IL-7 responses by upregulating the guanine-nucleotide exchange factor PREX1 in older age. PREX1 promotes nuclear translocation of phosphorylated STAT5, thereby supporting homeostatic …

Impact Of An Integrated Health, Nutrition, And Early Child Stimulation And Responsive Care Intervention Package Delivered To Preterm Or Term Small For Gestational Age Babies During Infancy On Growth And Neurodevelopment: Study Protocol Of An Individually Randomized Controlled Trial In India (Small Babies Trial), Ranadip Chowdhury, Rukman Manapurath, Ingvild Fossgard Sandøy, Ravi Prakash Upadhyay, Neeta Dhabhai, Saijuddin Shaikh, Harish Chellani, Tarun Shankar Choudhary, Abhinav Jain, Jose Martines, Nita Bhandari, Tor A Strand, Sunita Taneja

Faculty, Staff and Student Publications

BACKGROUND: Preterm and term small for gestational age (SGA) babies are at high risk of experiencing malnutrition and impaired neurodevelopment. Standalone interventions have modest and sometimes inconsistent effects on growth and neurodevelopment in these babies. For greater impact, intervention may be needed in multiple domains-health, nutrition, and psychosocial care and support. Therefore, the combined effects of an integrated intervention package for preterm and term SGA on growth and neurodevelopment are worth investigating.

METHODS: An individually randomized controlled trial is being conducted in urban and peri-urban low to middle-socioeconomic neighborhoods in South Delhi, India. Infants are randomized (1:1) into two strata …

Three-Year Follow-Up Analysis Of Axicabtagene Ciloleucel In Relapsed/Refractory Indolent Non-Hodgkin Lymphoma (Zuma-5), Sattva S Neelapu, Julio C Chavez, Alison R Sehgal, Narendranath Epperla, Matthew Ulrickson, Emmanuel Bachy, Pashna N Munshi, Carla Casulo, David G Maloney, Sven De Vos, Ran Reshef, Lori A Leslie, Olalekan O Oluwole, Ibrahim Yakoub-Agha, Rashmi Khanal, Joseph Rosenblatt, Ronald Korn, Weixin Peng, Christine Lui, Jacob Wulff, Rhine Shen, Soumya Poddar, A Scott Jung, Harry Miao, Sara Beygi, Caron A Jacobson

Faculty, Staff and Student Publications

Axicabtagene ciloleucel (axi-cel) is an autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy approved for relapsed/refractory (R/R) follicular lymphoma (FL). Approval was supported by the phase 2, multicenter, single-arm ZUMA-5 study of axi-cel for patients with R/R indolent non-Hodgkin lymphoma (iNHL; N = 104), including FL and marginal zone lymphoma (MZL). In the primary analysis (median follow-up, 17.5 months), the overall response rate (ORR) was 92% (complete response rate, 74%). Here, we report long-term outcomes from ZUMA-5. Eligible patients with R/R iNHL after ≥2 lines of therapy underwent leukapheresis, followed by lymphodepleting chemotherapy and axi-cel infusion (2 × 106 CAR …

Evolving Therapies, Neurocognitive Outcomes, And Functional Independence In Adult Survivors Of Childhood Glioma, Chiara Papini, Sedigheh Mirzaei S, Mengqi Xing, Ingrid Tonning Olsson, Peter M K De Blank, Katharine R Lange, Ralph Salloum, Deokumar Srivastava, Wendy M Leisenring, Rebecca M Howell, Kevin C Oeffinger, Leslie L Robison, Gregory T Armstrong, Kevin R Krull, Tara M Brinkman

Faculty, Staff and Student Publications

Background: Treatment of childhood glioma has evolved to reduce radiotherapy exposure with the goal of limiting late toxicity. However, the associations between treatment changes and neurocognition, and the contribution of neurocognition and chronic health conditions to attainment of adult independence, remain unknown.

Methods: Adult survivors of childhood glioma diagnosed in 1970-1999 in the Childhood Cancer Survivor Study (n = 1284; median [minimum-maximum] 30 [18-51] years of age at assessment; 22 [15-34] years from diagnosis) self-reported neurocognitive impairment and chronic health conditions. Multivariable models evaluated associations between changes in treatment exposures (surgery only, chemotherapy [with or without surgery], cranial radiation [with …

Targeting Dna2 Overcomes Metabolic Reprogramming In Multiple Myeloma, Natthakan Thongon, Feiyang Ma, Natalia Baran, Pamela Lockyer, Jintan Liu, Christopher Jackson, Ashley Rose, Ken Furudate, Bethany Wildeman, Matteo Marchesini, Valentina Marchica, Paola Storti, Giannalisa Todaro, Irene Ganan-Gomez, Vera Adema, Juan Jose Rodriguez-Sevilla, Yun Qing, Min Jin Ha, Rodrigo Fonseca, Caleb Stein, Caleb Class, Lin Tan, Sergio Attanasio, Guillermo Garcia-Manero, Nicola Giuliani, David Berrios Nolasco, Andrea Santoni, Claudio Cerchione, Carlos Bueso-Ramos, Marina Konopleva, Philip Lorenzi, Koichi Takahashi, Elisabet Manasanch, Gabriella Sammarelli, Rashmi Kanagal-Shamanna, Andrea Viale, Marta Chesi, Simona Colla

Faculty, Staff and Student Publications

DNA damage resistance is a major barrier to effective DNA-damaging therapy in multiple myeloma (MM). To discover mechanisms through which MM cells overcome DNA damage, we investigate how MM cells become resistant to antisense oligonucleotide (ASO) therapy targeting Interleukin enhancer binding factor 2 (ILF2), a DNA damage regulator that is overexpressed in 70% of MM patients whose disease has progressed after standard therapies have failed. Here, we show that MM cells undergo adaptive metabolic rewiring to restore energy balance and promote survival in response to DNA damage activation. Using a CRISPR/Cas9 screening strategy, we identify the mitochondrial DNA repair protein …

Assessment Of Human Leukocyte Antigen-Based Neoantigen Presentation To Determine Pan-Cancer Response To Immunotherapy, Jiefei Han, Yiting Dong, Xiuli Zhu, Alexandre Reuben, Jianjun Zhang, Jiachen Xu, Hua Bai, Jianchun Duan, Rui Wan, Jie Zhao, Jing Bai, Xuefeng Xia, Xin Yi, Chao Cheng, Jie Wang, Zhijie Wang

Faculty, Staff and Student Publications

Despite the central role of human leukocyte antigen class I (HLA-I) in tumor neoantigen presentation, quantitative determination of presentation capacity remains elusive. Based on a pooled pan-cancer genomic dataset of 885 patients treated with immune checkpoint inhibitors (ICIs), we developed a score integrating the binding affinity of neoantigens to HLA-I, as well as HLA-I allele divergence, termed the HLA tumor-Antigen Presentation Score (HAPS). Patients with a high HAPS were more likely to experience survival benefit following ICI treatment. Analysis of the tumor microenvironment indicated that the antigen presentation pathway was enriched in patients with a high HAPS. Finally, we built …

Transcription Factor Bach1 In Cancer: Roles, Mechanisms, And Prospects For Targeted Therapy, Dian Hu, Zerui Zhang, Xiangyuan Luo, Siwen Li, Junqing Jiang, Jiaqian Zhang, Zhangfan Wu, Yijun Wang, Mengyu Sun, Xiaoping Chen, Bixiang Zhang, Xiao Xu, Shuai Wang, Shengjun Xu, Yufei Wang, Wenjie Huang, Limin Xia

Faculty, Staff and Student Publications

Transcription factor BTB domain and CNC homology 1 (BACH1) belongs to the Cap 'n' Collar and basic region Leucine Zipper (CNC-bZIP) family. BACH1 is widely expressed in mammalian tissues, where it regulates epigenetic modifications, heme homeostasis, and oxidative stress. Additionally, it is involved in immune system development. More importantly, BACH1 is highly expressed in and plays a key role in numerous malignant tumors, affecting cellular metabolism, tumor invasion and metastasis, proliferation, different cell death pathways, drug resistance, and the tumor microenvironment. However, few articles systematically summarized the roles of BACH1 in cancer. This review aims to highlight the research status …

Patient And Dentist Perspectives On Collecting Patient Reported Outcomes After Painful Dental Procedures In The National Dental Pbrn, Elsbeth Kalenderian, Sayali Tungare, Urvi Mehta, Sharmeen Hamid, Rahma Mungia, Alfa-Ibrahim Yansane, David Holmes, Kim Funkhouser, Ana M Ibarra-Noriega, Janelle Urata, D Brad Rindal, Heiko Spallek, Joel White, Muhammad F Walji

Faculty, Staff and Student Publications

BACKGROUND: Dental Patient Reported Outcomes (PROs) relate to a dental patient's subjective experience of their oral health. How practitioners and patients value PROs influences their successful use in practice.

METHODS: Semi-structured interviews were conducted with 22 practitioners and 32 patients who provided feedback on using a mobile health (mHealth) platform to collect the pain experience after dental procedures. A themes analysis was conducted to identify implementation barriers and facilitators.

RESULTS: Five themes were uncovered: (1) Sense of Better Care. (2) Tailored Follow-up based on the dental procedure and patient's pain experience. (3) Effective Messaging and Alerts. (4) Usable Digital Platform. …

Androgen Drives Melanoma Invasiveness And Metastatic Spread By Inducing Tumorigenic Fucosylation, Qian Liu, Emma Adhikari, Daniel K Lester, Bin Fang, Joseph O Johnson, Yijun Tian, Andrea T Mockabee-Macias, Victoria Izumi, Kelly M Guzman, Michael G White, John M Koomen, Jennifer A Wargo, Jane L Messina, Jianfei Qi, Eric K Lau

Faculty, Staff and Student Publications

Melanoma incidence and mortality rates are historically higher for men than women. Although emerging studies have highlighted tumorigenic roles for the male sex hormone androgen and its receptor (AR) in melanoma, cellular and molecular mechanisms underlying these sex-associated discrepancies are poorly defined. Here, we delineate a previously undisclosed mechanism by which androgen-activated AR transcriptionally upregulates fucosyltransferase 4 (FUT4) expression, which drives melanoma invasiveness by interfering with adherens junctions (AJs). Global phosphoproteomic and fucoproteomic profiling, coupled with in vitro and in vivo functional validation, further reveal that AR-induced FUT4 fucosylates L1 cell adhesion molecule (L1CAM), which is required for FUT4-increased metastatic …

Aspscr1-Tfe3 Reprograms Transcription By Organizing Enhancer Loops Around Hexameric Vcp/P97, Amir Pozner, Li Li, Shiv Prakash Verma, Shuxin Wang, Jared J Barrott, Mary L Nelson, Jamie S E Yu, Gian Luca Negri, Shane Colborne, Christopher S Hughes, Ju-Fen Zhu, Sydney L Lambert, Lara S Carroll, Kyllie Smith-Fry, Michael G Stewart, Sarmishta Kannan, Bodrie Jensen, Cini M John, Saif Sikdar, Hongrui Liu, Ngoc Ha Dang, Jennifer Bourdage, Jinxiu Li, Jeffery M Vahrenkamp, Katelyn L Mortenson, John S Groundland, Rosanna Wustrack, Donna L Senger, Franz J Zemp, Douglas J Mahoney, Jason Gertz, Xiaoyang Zhang, Alexander J Lazar, Martin Hirst, Gregg B Morin, Torsten O Nielsen, Peter S Shen, Kevin B Jones

Faculty, Staff and Student Publications

The t(X,17) chromosomal translocation, generating the ASPSCR1::TFE3 fusion oncoprotein, is the singular genetic driver of alveolar soft part sarcoma (ASPS) and some Xp11-rearranged renal cell carcinomas (RCCs), frustrating efforts to identify therapeutic targets for these rare cancers. Here, proteomic analysis identifies VCP/p97, an AAA+ ATPase with known segregase function, as strongly enriched in co-immunoprecipitated nuclear complexes with ASPSCR1::TFE3. We demonstrate that VCP is a likely obligate co-factor of ASPSCR1::TFE3, one of the only such fusion oncoprotein co-factors identified in cancer biology. Specifically, VCP co-distributes with ASPSCR1::TFE3 across chromatin in association with enhancers genome-wide. VCP presence, its hexameric assembly, and its …

Antibody-Conjugated Polymersomes With Encapsulated Indocyanine Green J-Aggregates And High Near-Infrared Absorption For Molecular Photoacoustic Cancer Imaging, Mohammed R Kawelah, Sangheon Han, Ceren Atila Dincer, Jongyeong Jeon, Joel Brisola, Aasim F Hussain, Ananthakrishnan S Jeevarathinam, Richard Bouchard, Alexander E Marras, Thomas M Truskett, Konstantin V Sokolov, Keith P Johnston

Faculty, Staff and Student Publications

Imaging plays a critical role in all stages of cancer care from early detection to diagnosis, prognosis, and therapy monitoring. Recently, photoacoustic imaging (PAI) has started to emerge into the clinical realm due to its high sensitivity and ability to penetrate tissues up to several centimeters deep. Herein, we encapsulated indocyanine green J (ICGJ) aggregate, one of the only FDA-approved organic exogenous contrast agents that absorbs in the near-infrared range, at high loadings up to ∼40% w/w within biodegradable polymersomes (ICGJ-Ps) composed of poly(lactide-

The Hsp90-Myc-Cdk9 Network Drives Therapeutic Resistance In Mantle Cell Lymphoma, Fangfang Yan, Vivian Jiang, Alexa Jordan, Yuxuan Che, Yang Liu, Qingsong Cai, Yu Xue, Yijing Li, Joseph Mcintosh, Zhihong Chen, Jovanny Vargas, Lei Nie, Yixin Yao, Heng-Huan Lee, Wei Wang, Johnnelson R Bigcal, Maria Badillo, Jitendra Meena, Christopher Flowers, Jia Zhou, Zhongming Zhao, Lukas M Simon, Michael Wang

Faculty, Staff and Student Publications

Brexucabtagene autoleucel CAR-T therapy is highly efficacious in overcoming resistance to Bruton's tyrosine kinase inhibitors (BTKi) in mantle cell lymphoma. However, many patients relapse post CAR-T therapy with dismal outcomes. To dissect the underlying mechanisms of sequential resistance to BTKi and CAR-T therapy, we performed single-cell RNA sequencing analysis for 66 samples from 25 patients treated with BTKi and/or CAR-T therapy and conducted in-depth bioinformatics™ analysis. Our analysis revealed that MYC activity progressively increased with sequential resistance. HSP90AB1 (Heat shock protein 90 alpha family class B member 1), a MYC target, was identified as early driver of CAR-T resistance. CDK9 …

Dynamic Prognosis Prediction For Patients On Dapt After Drug-Eluting Stent Implantation: Model Development And Validation, Fang Li, Laila Rasmy, Yang Xiang, Jingna Feng, Ahmed Abdelhameed, Xinyue Hu, Zenan Sun, David Aguilar, Abhijeet Dhoble, Jingcheng Du, Qing Wang, Shuteng Niu, Yifang Dang, Xinyuan Zhang, Ziqian Xie, Yi Nian, Jianping He, Yujia Zhou, Jianfu Li, Mattia Prosperi, Jiang Bian, Degui Zhi, Cui Tao

Faculty, Staff and Student Publications

BACKGROUND: The rapid evolution of artificial intelligence (AI) in conjunction with recent updates in dual antiplatelet therapy (DAPT) management guidelines emphasizes the necessity for innovative models to predict ischemic or bleeding events after drug-eluting stent implantation. Leveraging AI for dynamic prediction has the potential to revolutionize risk stratification and provide personalized decision support for DAPT management.

METHODS AND RESULTS: We developed and validated a new AI-based pipeline using retrospective data of drug-eluting stent-treated patients, sourced from the Cerner Health Facts data set (n=98 236) and Optum's de-identified Clinformatics Data Mart Database (n=9978). The 36 months following drug-eluting stent implantation were …

Real-World Trends, Rural-Urban Differences, And Socioeconomic Disparities In Utilization Of Narrow Versus Broad Next-Generation Sequencing Panels, Yiqing Zhao, Anastasios Dimou, Zachary C Fogarty, Jun Jiang, Hongfang Liu, William B Wong, Chen Wang

Faculty, Staff and Student Publications

UNLABELLED: Advances in genetic technology have led to the increasing use of genomic panels in precision oncology practice, with panels ranging from a couple to hundreds of genes. However, the clinical utilization and utility of oncology genomic panels, especially among vulnerable populations, is unclear. We examined the association of panel size with socioeconomic status and clinical trial matching. We retrospectively identified 9,886 eligible adult subjects in the Mayo Clinic Health System who underwent genomic testing between January 1, 2016 and June 30, 2020. Patient data were retrieved from structured and unstructured data sources of institutional collections, including cancer registries, clinical …

Serum Tumor Markers And Outcomes In Patients With Appendiceal Adenocarcinoma, Abdelrahman Yousef, Mahmoud Yousef, Mohammad A Zeineddine, Aditya More, Mohammad Fanaeian, Saikat Chowdhury, Mark Knafl, Paul Edelkamp, Ichiaki Ito, Yue Gu, Vinay Pattalachinti, Zahra Alavi Naini, Fadl A Zeineddine, Jennifer Peterson, Kristin Alfaro, Wai Chin Foo, Jeff Jin, Neal Bhutiani, Victoria Higbie, Christopher P Scally, Bryan Kee, Scott Kopetz, Drew Goldstein, Madeleine Strach, Andrew Williamson, Omer Aziz, Jorge Barriuso, Abhineet Uppal, Michael G White, Beth Helmink, Keith F Fournier, Kanwal P Raghav, Melissa W Taggart, Michael J Overman, John Paul Shen

Faculty, Staff and Student Publications

IMPORTANCE: Serum tumor markers carcinoembryonic antigen (CEA), carbohydrate antigen 19-9 (CA19-9), and cancer antigen 125 (CA125) have been useful in the management of gastrointestinal and gynecological cancers; however, there is limited information regarding their utility in patients with appendiceal adenocarcinoma.

OBJECTIVE: To assess the association of serum tumor markers (CEA, CA19-9, and CA125) with clinical outcomes and pathologic and molecular features in patients with appendiceal adenocarcinoma.

DESIGN, SETTING, AND PARTICIPANTS: This is a retrospective cohort study at a single tertiary care comprehensive cancer center. The median (IQR) follow-up time was 52 (21-101) months. Software was used to query the MD …

Health Economic Consequences Associated With Covid-19-Related Delay In Melanoma Diagnosis In Europe, Lara V Maul, Dagmar Jamiolkowski, Rebecca A Lapides, Alina M Mueller, Axel Hauschild, Claus Garbe, Paul Lorigan, Jeffrey E Gershenwald, Paolo Antonio Ascierto, Georgina V Long, Michael Wang-Evers, Richard A Scolyer, Babak Saravi, Matthias Augustin, Alexander A Navarini, Stefan Legge, István B Németh, Ágnes J Jánosi, Simone Mocellin, Anita Feller, Dieter Manstein, Alexander Zink, Julia-Tatjana Maul, Alessandra Buja, Kaustubh Adhikari, Elisabeth Roider

Faculty, Staff and Student Publications

IMPORTANCE: The COVID-19 pandemic resulted in delayed access to medical care. Restrictions to health care specialists, staff shortages, and fear of SARS-CoV-2 infection led to interruptions in routine care, such as early melanoma detection; however, premature mortality and economic burden associated with this postponement have not been studied yet.

OBJECTIVE: To determine the premature mortality and economic costs associated with suspended melanoma screenings during COVID-19 pandemic lockdowns by estimating the total burden of delayed melanoma diagnoses for Europe.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter economic evaluation used population-based data from patients aged at least 18 years with invasive primary cutaneous …

Efficacy Of Novel Agents Against Cellular Models Of Familial Platelet Disorder With Myeloid Malignancy (Fpd-Mm), Christopher P Mill, Warren C Fiskus, Courtney D Dinardo, Patrick Reville, John A Davis, Christine E Birdwell, Kaberi Das, Hanxi Hou, Koichi Takahashi, Lauren Flores, Xinjia Ruan, Xiaoping Su, Sanam Loghavi, Joseph D Khoury, Kapil N Bhalla

Faculty, Staff and Student Publications

Germline, mono-allelic mutations in RUNX1 cause familial platelet disorder (RUNX1-FPD) that evolves into myeloid malignancy (FPD-MM): MDS or AML. FPD-MM commonly harbors co-mutations in the second RUNX1 allele and/or other epigenetic regulators. Here we utilized patient-derived (PD) FPD-MM cells and established the first FPD-MM AML cell line (GMR-AML1). GMR-AML1 cells exhibited active super-enhancers of MYB, MYC, BCL2 and CDK6, augmented expressions of c-Myc, c-Myb, EVI1 and PLK1 and surface markers of AML stem cells. In longitudinally studied bone marrow cells from a patient at FPD-MM vs RUNX1-FPD state, we confirmed increased chromatin accessibility and mRNA expressions of MYB, MECOM and …

Evaluation Of A Tiered Opioid Prescription Algorithm In An Eras Pathway: Exploring Opportunities For Further Refinement, M Sol Basabe, Tina S Suki, Mark F Munsell, Maria D Iniesta, Juan E Garcia Lopez, Robert Tyler Hillman, Katherine Cain, Sarah Huepenbecker, Gabriel Mena, Jolyn S Taylor, Pedro T Ramirez, Larissa A Meyer

Faculty, Staff and Student Publications

Background: Opioid over-prescription is wasteful and contributes to the opioid crisis. We implemented a personalized tiered discharge opioid protocol and education on opioid disposal to minimize over-prescription.

Objective: To evaluate the intervention by investigating opioid use post-discharge for women undergoing abdomino-pelvic surgery, and patient adherence to opioid disposal education.

Methods: We analyzed post-discharge opioid consumption among 558 patients. Eligible patients included those who underwent elective gynecologic surgery, were not taking scheduled opioids pre-operatively, and received discharge opioids according to a tiered prescribing algorithm. A survey assessing discharge opioid consumption and disposal safety knowledge was distributed on post-discharge day 21. Over-prescription …

Author Correction: A Ck2 And Sumo-Dependent, Pml Nb-Involved Regulatory Mechanism Controlling Blm Ubiquitination And G-Quadruplex Resolution, Shichang Liu, Erin Atkinson, Adriana Paulucci-Holthauzen, Bin Wang

Faculty, Staff and Student Publications

No abstract provided.

Aneuploid Embryonic Stem Cells Drive Teratoma Metastasis, Rong Xiao, Deshu Xu, Meili Zhang, Zhanghua Chen, Li Cheng, Songjie Du, Mingfei Lu, Tonghai Zhou, Ruoyan Li, Fan Bai, Yue Huang

Faculty, Staff and Student Publications

Aneuploidy, a deviation of the chromosome number from euploidy, is one of the hallmarks of cancer. High levels of aneuploidy are generally correlated with metastasis and poor prognosis in cancer patients. However, the causality of aneuploidy in cancer metastasis remains to be explored. Here we demonstrate that teratomas derived from aneuploid murine embryonic stem cells (ESCs), but not from isogenic diploid ESCs, disseminated to multiple organs, for which no additional copy number variations were required. Notably, no cancer driver gene mutations were identified in any metastases. Aneuploid circulating teratoma cells were successfully isolated from peripheral blood and showed high capacities …

Nivolumab Monotherapy Or Combination With Ipilimumab With Or Without Cobimetinib In Previously Treated Patients With Pancreatic Adenocarcinoma (Checkmate 032), Margaret Callahan, Asim Amin, Frederic J Kaye, Michael A Morse, Matthew H Taylor, Katriina J Peltola, Padmanee Sharma, Eileen M O'Reilly, Stephanie Meadows Shropshire, Shaun O'Brien, Marina Tschaika, Dung T Le

Faculty, Staff and Student Publications

BACKGROUND: Pancreatic cancer is one of the deadliest cancer types and represents a major unmet medical need. CheckMate 032 investigated safety and efficacy of nivolumab monotherapy and nivolumab plus ipilimumab with/without cobimetinib in advanced/metastatic solid tumors, including pancreatic cancer.

METHODS: In the original pancreatic cancer cohort, previously treated patients (≥1 prior regimen) with advanced/metastatic pancreatic adenocarcinoma were assigned to nivolumab 3 mg/kg every 2 weeks (monotherapy arm) or nivolumab 1 mg/kg and ipilimumab 1 mg/kg or 3 mg/kg every 3 weeks for four doses, followed by nivolumab 3 mg/kg every 2 weeks (combination arm). A subsequent modified pancreatic cohort (one …

Impact Of Individual Level Uncertainty Of Lung Cancer Polygenic Risk Score (Prs) On Risk Stratification, Xinan Wang, Ziwei Zhang, Yi Ding, Tony Chen, Lorelei Mucci, Demetrios Albanes, Maria Teresa Landi, Neil E Caporaso, Stephen Lam, Adonina Tardon, Chu Chen, Stig E Bojesen, Mattias Johansson, Angela Risch, Heike Bickeböller, H-Erich Wichmann, Gadi Rennert, Susanne Arnold, Paul Brennan, James D Mckay, John K Field, Sanjay S Shete, Loic Le Marchand, Geoffrey Liu, Angeline S Andrew, Lambertus A Kiemeney, Shan Zienolddiny-Narui, Annelie Behndig, Mikael Johansson, Angie Cox, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Rayjean J Hung, Christopher I Amos, Xihong Lin, David C Christiani

Faculty, Staff and Student Publications

BACKGROUND: Although polygenic risk score (PRS) has emerged as a promising tool for predicting cancer risk from genome-wide association studies (GWAS), the individual-level accuracy of lung cancer PRS and the extent to which its impact on subsequent clinical applications remains largely unexplored.

METHODS: Lung cancer PRSs and confidence/credible interval (CI) were constructed using two statistical approaches for each individual: (1) the weighted sum of 16 GWAS-derived significant SNP loci and the CI through the bootstrapping method (PRS-16-CV) and (2) LDpred2 and the CI through posteriors sampling (PRS-Bayes), among 17,166 lung cancer cases and 12,894 controls with European ancestry from the …

The Novel Phosphatase Nudt5 Is A Critical Regulator Of Triple-Negative Breast Cancer Growth, Jing Qian, Yanxia Ma, William M Tahaney, Cassandra L Moyer, Amanda Lanier, Jamal Hill, Darian Coleman, Negar Koupaei, Susan G Hilsenbeck, Michelle I Savage, Brent D G Page, Abhijit Mazumdar, Powel H Brown

Faculty, Staff and Student Publications

BACKGROUND: The most aggressive form of breast cancer is triple-negative breast cancer (TNBC), which lacks expression of the estrogen receptor (ER) and progesterone receptor (PR), and does not have overexpression of the human epidermal growth factor receptor 2 (HER2). Treatment options for women with TNBC tumors are limited, unlike those with ER-positive tumors that can be treated with hormone therapy, or those with HER2-positive tumors that can be treated with anti-HER2 therapy. Therefore, we have sought to identify novel targeted therapies for TNBC. In this study, we investigated the potential of a novel phosphatase, NUDT5, as a potential therapeutic target …