Biomedical Informatics Commons^™

The Gut Microbiome As A Biomarker And Therapeutic Target In Hepatocellular Carcinoma, Betul Gok Yavuz, Saumil Datar, Shadi Chamseddine, Yehia I Mohamed, Michael Lapelusa, Sunyoung S Lee, Zishuo Ian Hu, Eugene J Koay, Hop S Tran Cao, Prasun Kumar Jalal, Carrie Daniel-Macdougall, Manal Hassan, Dan G Duda, Hesham M Amin, Ahmed O Kaseb

Faculty, Staff and Student Publications

The microbiome is pivotal in maintaining health and influencing disease by modulating essential inflammatory and immune responses. Hepatocellular carcinoma (HCC), ranking as the third most common cause of cancer-related fatalities globally, is influenced by the gut microbiome through bidirectional interactions between the gut and liver, as evidenced in both mouse models and human studies. Consequently, biomarkers based on gut microbiota represent promising non-invasive tools for the early detection of HCC. There is a growing body of evidence suggesting that the composition of the gut microbiota may play a role in the efficacy of immunotherapy in different types of cancer; thus, …

The Neuroimmune Regulation And Potential Therapeutic Strategies Of Optic Pathway Glioma, Khushboo Irshad, Yu-Kai Huang, Paul Rodriguez, Jung Lo, Benjamin E Aghoghovwia, Yuan Pan, Kun-Che Chang

Faculty, Staff and Student Publications

Optic pathway glioma (OPG) is one of the causes of pediatric visual impairment. Unfortunately, there is as yet no cure for such a disease. Understanding the underlying mechanisms and the potential therapeutic strategies may help to delay the progression of OPG and rescue the visual morbidities. Here, we provide an overview of preclinical OPG studies and the regulatory pathways controlling OPG pathophysiology. We next discuss the role of microenvironmental cells (neurons, T cells, and tumor-associated microglia and macrophages) in OPG development. Last, we provide insight into potential therapeutic strategies for treating OPG and promoting axon regeneration.

Epigenomic Signature Of Major Congenital Heart Defects In Newborns With Down Syndrome, Julia S Mouat, Shaobo Li, Swe Swe Myint, Benjamin I Laufer, Philip J Lupo, Jeremy M Schraw, John P Woodhouse, Adam J De Smith, Janine M Lasalle

Faculty, Staff and Students Publications

BACKGROUND: Congenital heart defects (CHDs) affect approximately half of individuals with Down syndrome (DS), but the molecular reasons for incomplete penetrance are unknown. Previous studies have largely focused on identifying genetic risk factors associated with CHDs in individuals with DS, but comprehensive studies of the contribution of epigenetic marks are lacking. We aimed to identify and characterize DNA methylation differences from newborn dried blood spots (NDBS) of DS individuals with major CHDs compared to DS individuals without CHDs.

METHODS: We used the Illumina EPIC array and whole-genome bisulfite sequencing (WGBS) to quantitate DNA methylation for 86 NDBS samples from the …

High-Fat Diet, But Not Duration Of Lactation, Increases Mammary Gland Lymphatic Vessel Function And Subsequent Growth Of Inflammatory Breast Cancer Cells, Wintana Balema, Janelle Morton, Richard A Larson, Li Li, Fred Christian Velasquez, Natalie W Fowlkes, Savitri Krishnamurthy, Bisrat G Debeb, Eva Sevick-Muraca, Wendy A Woodward

Faculty, Staff and Student Publications

Inflammatory breast cancer (IBC) presents as rapid-onset swelling and breast skin changes caused by tumor emboli in the breast and breast skin lymphatics. IBC has been linked with obesity and duration of breastfeeding, but how these factors affect IBC tumor progression is not clear. We modeled the simultaneous effects of diet and weaning in mice on in vivo lymphatic function; on IBC tumor growth; and on aspects of the mammary gland microenvironment before and after IBC (SUM149) xenograft inoculation. We hypothesized that weaning status and diet would have synergistic effects on lymphatic function and the breast microenvironment to enhance IBC …

Multiphoton In Vivo Microscopy Of Embryonic Thrombopoiesis Reveals The Generation Of Platelets Through Budding, Huan Liu, Hellen Ishikawa-Ankerhold, Julia Winterhalter, Michael Lorenz, Mykhailo Vladymyrov, Steffen Massberg, Christian Schulz, Mathias Orban

Faculty, Staff and Student Publications

Platelets are generated by specialized cells called megakaryocytes (MKs). However, MK's origin and platelet release mode have remained incompletely understood. Here, we established direct visualization of embryonic thrombopoiesis in vivo by combining multiphoton intravital microscopy (MP-IVM) with a fluorescence switch reporter mouse model under control of the platelet factor 4 promoter (Pf4CreRosa26mTmG). Using this microscopy tool, we discovered that fetal liver MKs provide higher thrombopoietic activity than yolk sac MKs. Mechanistically, fetal platelets were released from MKs either by membrane buds or the formation of proplatelets, with the former constituting the key process. In E14.5 c-Myb-deficient …

Pls3 Missense Variants Affecting The Actin-Binding Domains Cause X-Linked Congenital Diaphragmatic Hernia And Body-Wall Defects, Florence Petit, Mauro Longoni, Julie Wells, Richard S Maser, Eric L Bogenschutz, Matthew J Dysart, Hannah T M Contreras, Frederic Frénois, Barbara R Pober, Robin D Clark, Philip F Giampietro, Hilger H Ropers, Hao Hu, Maria Loscertales, Richard Wagner, Xingbin Ai, Harrison Brand, Anne-Sophie Jourdain, Marie-Ange Delrue, Brigitte Gilbert-Dussardier, Louise Devisme, Boris Keren, David J Mcculley, Lu Qiao, Rebecca Hernan, Julia Wynn, Tiana M Scott, Daniel G Calame, Zeynep Coban-Akdemir, Patricia Hernandez, Andres Hernandez-Garcia, Hagith Yonath, James R Lupski, Yufeng Shen, Wendy K Chung, Daryl A Scott, Carol J Bult, Patricia K Donahoe, Frances A High

Faculty, Staff and Student Publications

Congenital diaphragmatic hernia (CDH) is a relatively common and genetically heterogeneous structural birth defect associated with high mortality and morbidity. We describe eight unrelated families with an X-linked condition characterized by diaphragm defects, variable anterior body-wall anomalies, and/or facial dysmorphism. Using linkage analysis and exome or genome sequencing, we found that missense variants in plastin 3 (PLS3), a gene encoding an actin bundling protein, co-segregate with disease in all families. Loss-of-function variants in PLS3 have been previously associated with X-linked osteoporosis (MIM: 300910), so we used in silico protein modeling and a mouse model to address these seemingly disparate clinical …

Rare Variants In Long Non-Coding Rnas Are Associated With Blood Lipid Levels In The Topmed Whole-Genome Sequencing Study, Yuxuan Wang, Margaret Sunitha Selvaraj, Xihao Li, Zilin Li, Jacob A Holdcraft, Donna K Arnett, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Brian E Cade, Jenna C Carlson, April P Carson, Yii-Der Ida Chen, Joanne E Curran, Paul S De Vries, Susan K Dutcher, Patrick T Ellinor, James S Floyd, Myriam Fornage, Barry I Freedman, Stacey Gabriel, Soren Germer, Richard A Gibbs, Xiuqing Guo, Jiang He, Nancy Heard-Costa, Bertha Hildalgo, Lifang Hou, Marguerite R Irvin, Roby Joehanes, Robert C Kaplan, Sharon Lr Kardia, Tanika N Kelly, Ryan Kim, Charles Kooperberg, Brian G Kral, Daniel Levy, Changwei Li, Chunyu Liu, Don Lloyd-Jone, Ruth Jf Loos, Michael C Mahaney, Lisa W Martin, Rasika A Mathias, Ryan L Minster, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Joanne M Murabito, Take Naseri, Jeffrey R O'Connell, Nicholette D Palmer, Michael H Preuss, Bruce M Psaty, Laura M Raffield, Dabeeru C Rao, Susan Redline, Alexander P Reiner, Stephen S Rich, Muagututi'a Sefuiva Ruepena, Wayne H-H Sheu, Jennifer A Smith, Albert Smith, Hemant K Tiwari, Michael Y Tsai, Karine A Viaud-Martinez, Zhe Wang, Lisa R Yanek, Wei Zhao, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Jerome I Rotter, Xihong Lin, Pradeep Natarajan, Gina M Peloso

Faculty, Staff and Student Publications

Long non-coding RNAs (lncRNAs) are known to perform important regulatory functions in lipid metabolism. Large-scale whole-genome sequencing (WGS) studies and new statistical methods for variant set tests now provide an opportunity to assess more associations between rare variants in lncRNA genes and complex traits across the genome. In this study, we used high-coverage WGS from 66,329 participants of diverse ancestries with measurement of blood lipids and lipoproteins (LDL-C, HDL-C, TC, and TG) in the National Heart, Lung, and Blood Institute (NHLBI) Trans-Omics for Precision Medicine (TOPMed) program to investigate the role of lncRNAs in lipid variability. We aggregated rare variants …

Global Effect Of Modifiable Risk Factors On Cardiovascular Disease And Mortality, Global Cardiovascular Risk Consortium, Christina Magnussen, Francisco M Ojeda, Darryl P Leong, Jesus Alegre-Diaz, Philippe Amouyel, Larissa Aviles-Santa, Dirk De Bacquer, Christie M Ballantyne, Antonio Bernabé-Ortiz, Martin Bobak, Hermann Brenner, Rodrigo M Carrillo-Larco, James De Lemos, Annette Dobson, Marcus Dörr, Chiara Donfrancesco, Wojciech Drygas, Robin P Dullaart, Gunnar Engström, Marco M Ferrario, Jean Ferrières, Giovanni De Gaetano, Uri Goldbourt, Clicerio Gonzalez, Guido Grassi, Allison M Hodge, Kristian Hveem, Licia Iacoviello, M Kamran Ikram, Vilma Irazola, Modou Jobe, Pekka Jousilahti, Pontiano Kaleebu, Maryam Kavousi, Frank Kee, Davood Khalili, Wolfgang Koenig, Anna Kontsevaya, Kari Kuulasmaa, Karl J Lackner, David M Leistner, Lars Lind, Allan Linneberg, Thiess Lorenz, Magnus Nakrem Lyngbakken, Reza Malekzadeh, Sofia Malyutina, Ellisiv B Mathiesen, Olle Melander, Andres Metspalu, J Jaime Miranda, Marie Moitry, Joseph Mugisha, Mahdi Nalini, Vijay Nambi, Toshiharu Ninomiya, Karen Oppermann, Eleonora D'Orsi, Andrzej Pająk, Luigi Palmieri, Demosthenes Panagiotakos, Arokiasamy Perianayagam, Annette Peters, Hossein Poustchi, Andrew M Prentice, Eva Prescott, Ulf Risérus, Veikko Salomaa, Susana Sans, Satoko Sakata, Ben Schöttker, Aletta E Schutte, Sadaf G Sepanlou, Sanjib Kumar Sharma, Jonathan E Shaw, Leon A Simons, Stefan Söderberg, Abdonas Tamosiunas, Barbara Thorand, Hugh Tunstall-Pedoe, Raphael Twerenbold, Diego Vanuzzo, Giovanni Veronesi, Julia Waibel, S Goya Wannamethee, Masafumi Watanabe, Philipp S Wild, Yao Yao, Yi Zeng, Andreas Ziegler, Stefan Blankenberg

Faculty, Staff and Students Publications

BACKGROUND: Five modifiable risk factors are associated with cardiovascular disease (CVD) and all-cause mortality. The regional and sex-specific prevalence of these modifiable risk factors and their impact on CVD and all-cause mortality have not been evaluated using individual-level data.

METHODS: The Global Cardiovascular Risk Consortium harmonized individual-level data from 112 cohort studies conducted in 34 countries and 8 geographic regions. Associations between body-mass index, systolic blood pressure, non-high-density lipoprotein cholesterol, smoking, and diabetes with incident CVD and all-cause mortality were examined using Cox regression analyses and stratified by geographic region, age and sex. Population-attributable fractions were estimated for 10-year incident …

Genomic Variant Benchmark: If You Cannot Measure It, You Cannot Improve It, Sina Majidian, Daniel Paiva Agustinho, Chen-Shan Chin, Fritz J Sedlazeck, Medhat Mahmoud

Faculty, Staff and Students Publications

Genomic benchmark datasets are essential to driving the field of genomics and bioinformatics. They provide a snapshot of the performances of sequencing technologies and analytical methods and highlight future challenges. However, they depend on sequencing technology, reference genome, and available benchmarking methods. Thus, creating a genomic benchmark dataset is laborious and highly challenging, often involving multiple sequencing technologies, different variant calling tools, and laborious manual curation. In this review, we discuss the available benchmark datasets and their utility. Additionally, we focus on the most recent benchmark of genes with medical relevance and challenging genomic complexity.

Literature-Based Predictions Of Mendelian Disease Therapies, Cole A Deisseroth, Won-Seok Lee, Jiyoen Kim, Hyun-Hwan Jeong, Ryan S Dhindsa, Julia Wang, Huda Y Zoghbi, Zhandong Liu

Faculty, Staff and Students Publications

In the effort to treat Mendelian disorders, correcting the underlying molecular imbalance may be more effective than symptomatic treatment. Identifying treatments that might accomplish this goal requires extensive and up-to-date knowledge of molecular pathways-including drug-gene and gene-gene relationships. To address this challenge, we present "parsing modifiers via article annotations" (PARMESAN), a computational tool that searches PubMed and PubMed Central for information to assemble these relationships into a central knowledge base. PARMESAN then predicts putatively novel drug-gene relationships, assigning an evidence-based score to each prediction. We compare PARMESAN's drug-gene predictions to all of the drug-gene relationships displayed by the Drug-Gene Interaction …

Müllerian-Type Clear Cell Carcinoma Of Donor Origin In A Male Patient With A Kidney Transplant: Ascertained By Molecular Testing, J Bryan Iorgulescu, Leah K Shaw, Asif Rashid, Priya Rao, Sreedhar Mandayam, Keyur P Patel, Kathleen M Schmeler, Richard K Yang, Pavlos Msaouel

Faculty, Staff and Student Publications

Clear cell carcinomas of Müllerian origin have a strong female predominance and only extremely rarely will arise within the kidney, presumably due to ectopic Müllerian embryogenesis. Herein, we report a unique case of metastatic Müllerian type clear cell carcinoma in a 37-year-old patient who had previously received a transplanted kidney from his father at age 11 (due to severe bilateral vesicoureteral reflux) and remained on chronic immunosuppression. The tumor was highly aggressive and demonstrated somatic mutations in NF2 and SETD2. Imaging of the transplanted kidney did not reveal any clear evidence of malignancy. However, targeted multigene sequencing and short tandem …

Hemizygous Variants In Protein Phosphatase 1 Regulatory Subunit 3f (Ppp1r3f) Are Associated With A Neurodevelopmental Disorder Characterized By Developmental Delay, Intellectual Disability And Autistic Features, Zhigang Liu, Baozhong Xin, Iris N Smith, Valerie Sency, Julia Szekely, Anna Alkelai, Alan Shuldiner, Stephanie Efthymiou, Farrah Rajabi, Stephanie Coury, Catherine A Brownstein, Sabine Rudnik-Schöneborn, Ange-Line Bruel, Julien Thevenon, Shimriet Zeidler, Parul Jayakar, Axel Schmidt, Kirsten Cremer, Hartmut Engels, Sophia O Peters, Maha S Zaki, Ruizhi Duan, Changlian Zhu, Yiran Xu, Chao Gao, Tania Sepulveda-Morales, Reza Maroofian, Issam A Alkhawaja, Mariam Khawaja, Hunaida Alhalasah, Henry Houlden, Jill A Madden, Valentina Turchetti, Dana Marafi, Pankaj B Agrawal, Ulrich Schatz, Ari Rotenberg, Joshua Rotenberg, Grazia M S Mancini, Somayeh Bakhtiari, Michael Kruer, Isabelle Thiffault, Steffen Hirsch, Maja Hempel, Lara G Stühn, Tobias B Haack, Jennifer E Posey, James R Lupski, Hyunpil Lee, Nicholas B Sarn, Charis Eng, Claudia Gonzaga-Jauregui, Bin Zhang, Heng Wang

Faculty, Staff and Students Publications

Protein phosphatase 1 regulatory subunit 3F (PPP1R3F) is a member of the glycogen targeting subunits (GTSs), which belong to the large group of regulatory subunits of protein phosphatase 1 (PP1), a major eukaryotic serine/threonine protein phosphatase that regulates diverse cellular processes. Here, we describe the identification of hemizygous variants in PPP1R3F associated with a novel X-linked recessive neurodevelopmental disorder in 13 unrelated individuals. This disorder is characterized by developmental delay, mild intellectual disability, neurobehavioral issues such as autism spectrum disorder, seizures and other neurological findings including tone, gait and cerebellar abnormalities. PPP1R3F variants segregated with disease in affected hemizygous males …

Index Of Consciousness Monitoring During General Anesthesia May Effectively Enhance Rehabilitation In Elderly Patients Undergoing Laparoscopic Urological Surgery: A Randomized Controlled Clinical Trial, Fengling Qi, Long Fan, Chunxiu Wang, Yang Liu, Shuyi Yang, Zhen Fan, Fangfang Miao, Minhui Kan, Kunpeng Feng, Tianlong Wang

Faculty, Staff and Student Publications

Background: Based on electroencephalogram (EEG) analysis, index of consciousness (IoC) monitoring is a new technique for monitoring anesthesia depth. IoC is divided into IoC1 (depth of sedation) and IoC2 (depth of analgesia). The potential for concurrent monitoring of IoC1 and IoC2 to expedite postoperative convalescence remains to be elucidated. We investigated whether combined monitoring of IoC1 and IoC2 can effectively enhances postoperative recovery compared with bispectral index (BIS) in elderly patients undergoing laparoscopic urological surgery under general anesthesia.

Methods: In this prospective, controlled, double-blinded trail, 120 patients aged 65 years or older were arbitrarily assigned to either the IoC group …

Gut Microbiota Aggravates Neutrophil Extracellular Traps-Induced Pancreatic Injury In Hypertriglyceridemic Pancreatitis, Guanqun Li, Liwei Liu, Tianqi Lu, Yuhang Sui, Can Zhang, Yongwei Wang, Tao Zhang, Yu Xie, Peng Xiao, Zhongjie Zhao, Chundong Cheng, Jisheng Hu, Hongze Chen, Dongbo Xue, Hua Chen, Gang Wang, Rui Kong, Hongtao Tan, Xuewei Bai, Zhibo Li, Florencia Mcallister, Le Li, Bei Sun

Faculty, Staff and Student Publications

Hypertriglyceridemic pancreatitis (HTGP) is featured by higher incidence of complications and poor clinical outcomes. Gut microbiota dysbiosis is associated with pancreatic injury in HTGP and the mechanism remains unclear. Here, we observe lower diversity of gut microbiota and absence of beneficial bacteria in HTGP patients. In a fecal microbiota transplantation mouse model, the colonization of gut microbiota from HTGP patients recruits neutrophils and increases neutrophil extracellular traps (NETs) formation that exacerbates pancreatic injury and systemic inflammation. We find that decreased abundance of Bacteroides uniformis in gut microbiota impairs taurine production and increases IL-17 release in colon that triggers NETs formation. …

Detection Of Early Myocardial Dysfunction By Imaging Biomarkers In Cancer Patients Undergoing Photon Beam Vs Proton Beam Radiotherapy: A Prospective Study, Muhannad Aboud Abbasi, Giulia Bruno, Cristina Di Stefano, Laura Garcia Bello, Nadia N Laack, Kimberly S Corbin, Thomas J Whitaker, Patricia A Pellikka, Robert W Mutter, Hector R Villarraga

Faculty, Staff and Student Publications

1. Background: We sought to determine acute and subacute changes in cardiac function after proton beam (PBT) and photon beam (PhT) radiotherapy (RT) using conventional and two-dimensional speckle tracking echocardiography (2D-STE) in patients with malignant breast and thoracic tumors. 2. Methods: Between March 2016 and March 2017, 70 patients with breast or thoracic cancer were prospectively enrolled and underwent transthoracic echocardiography with comprehensive strain analysis at pretreatment, mid-treatment, end of treatment, and 3 months after RT. 3. Results: PBT was used to treat 44 patients; PhT 26 patients. Mean ± SD age was 55 ± 12 years; most patients (93%) …

Analysis And Prediction Of Liver Volume Change Maps Derived From Computational Tomography Scans Acquired Pre- And Post-Radiation Therapy, Guillaume Cazoulat, Aashish C Gupta, Mais M Al Taie, Eugene J Koay, Kristy K Brock

Faculty, Staff and Student Publications

External beam radiation therapy (EBRT) of liver cancers can cause local liver atrophy as a result of tissue damage or hypertrophy as a result of liver regeneration. Predicting those volumetric changes would enable new strategies for liver function preservation during treatment planning. However, understanding of the spatial dose/volume relationship is still limited. This study leverages the use of deep learning-based segmentation and biomechanical deformable image registration (DIR) to analyze and predict this relationship. Pre- and Post-EBRT imaging data were collected for 100 patients treated for hepatocellular carcinomas, cholangiocarcinoma or CRC with intensity-modulated radiotherapy (IMRT) with prescription doses ranging from 50 …

Privacy-Preserving Federated Genome-Wide Association Studies Via Dynamic Sampling, Xinyue Wang, Leonard Dervishi, Wentao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya

Faculty, Staff and Student Publications

MOTIVATION: Genome-wide association studies (GWAS) benefit from the increasing availability of genomic data and cross-institution collaborations. However, sharing data across institutional boundaries jeopardizes medical data confidentiality and patient privacy. While modern cryptographic techniques provide formal secure guarantees, the substantial communication and computational overheads hinder the practical application of large-scale collaborative GWAS.

RESULTS: This work introduces an efficient framework for conducting collaborative GWAS on distributed datasets, maintaining data privacy without compromising the accuracy of the results. We propose a novel two-step strategy aimed at reducing communication and computational overheads, and we employ iterative and sampling techniques to ensure accurate results. We …

Spa-Stocsy: An Automated Tool For Identifying Annotated And Non-Annotated Metabolites In High-Throughput Nmr Spectra, Xu Han, Wanli Wang, Li-Hua Ma, Ismael Ai-Ramahi, Juan Botas, Kevin Mackenzie, Genevera I Allen, Damian W Young, Zhandong Liu, Mirjana Maletic-Savatic

Faculty, Staff and Students Publications

MOTIVATION: Nuclear magnetic resonance spectroscopy (NMR) is widely used to analyze metabolites in biological samples, but the analysis requires specific expertise, it is time-consuming, and can be inaccurate. Here, we present a powerful automate tool, SPatial clustering Algorithm-Statistical TOtal Correlation SpectroscopY (SPA-STOCSY), which overcomes challenges faced when analyzing NMR data and identifies metabolites in a sample with high accuracy.

RESULTS: As a data-driven method, SPA-STOCSY estimates all parameters from the input dataset. It first investigates the covariance pattern among datapoints and then calculates the optimal threshold with which to cluster datapoints belonging to the same structural unit, i.e. the metabolite. …

An Update On Strategies To Deliver Protein And Peptide Drugs To The Eye, Sai H S Boddu, Devarshi Acharya, Vivek Hala, Harshil Jani, Sonal Pande, Chirag Patel, Moyad Shahwan, Renukuntla Jwala, Ketan M Ranch

Faculty, Staff and Student Publications

In the past few decades, advancements in protein engineering, biotechnology, and structural biochemistry have resulted in the discovery of various techniques that enhanced the production yield of proteins, targetability, circulating half-life, product purity, and functionality of proteins and peptides. As a result, the utilization of proteins and peptides has increased in the treatment of many conditions, including ocular diseases. Ocular delivery of large molecules poses several challenges due to their high molecular weight, hydrophilicity, unstable nature, and poor permeation through cellular and enzymatic barriers. The use of novel strategies for delivering protein and peptides such as glycoengineering, PEGylation, Fc-fusion, chitosan …

High-Level Ceftazidime/Avibactam Resistance In Escherichia Coli Conferred By The Novel Plasmid-Mediated Β-Lactamase Cmy-185 Variant, William C Shropshire, Bradley T Endres, Jovan Borjan, Samuel L Aitken, William C Bachman, Christi L Mcelheny, Chin-Ting Wu, Stephanie L Egge, Ayesha Khan, William R Miller, Micah M Bhatti, Pranoti Saharasbhojane, Akito Kawai, Ryan K Shields, Samuel A Shelburne, Yohei Doi

Faculty, Staff and Student Publications

OBJECTIVES: To characterize a blaCMY variant associated with ceftazidime/avibactam resistance from a serially collected Escherichia coli isolate.

METHODS: A patient with an intra-abdominal infection due to recurrent E. coli was treated with ceftazidime/avibactam. On Day 48 of ceftazidime/avibactam therapy, E. coli with a ceftazidime/avibactam MIC of >256 mg/L was identified from abdominal drainage. Illumina and Oxford Nanopore Technologies WGS was performed on serial isolates to identify potential resistance mechanisms. Site-directed mutants of CMY β-lactamase were constructed to identify amino acid residues responsible for ceftazidime/avibactam resistance.

RESULTS: WGS revealed that all three isolates were E. coli ST410. The ceftazidime/avibactam-resistant strain uniquely …

Quality Of Life In Male Breast Cancer: Prospective Study Of The International Male Breast Cancer Program (Eortc10085/Tbcrc029/Big2-07/Nabcg), Carolien P Schröder, Elise Van Leeuwen-Stok, Fatima Cardoso, Barbro Linderholm, Coralie Poncet, Antonio C Wolff, Vesna Bjelic-Radisic, Gustavo Werutsky, Miguel H Abreu, Ivana Bozovic-Spasojevic, Irma Den Hoed, Aafke H Honkoop, Maartje Los, Jose P Leone, Nicola S Russell, Tineke J Smilde, Annette W G Van Der Velden, Catherine Van Poznak, Marije M Vleugel, Rachel L Yung, Corneel Coens, Sharon H Giordano, Kathryn J Ruddy

Faculty, Staff and Student Publications

INTRODUCTION: Prospective data about quality of life (QoL) in men with breast cancer (BC) are lacking. A prospective registry (EORTC10085) of men with all BC stages, including a QoL correlative study, was performed as part of the International Male Breast Cancer Program.

METHODS: Questionnaires at BC diagnosis included the EORTC QLQ-C30 and BR23 (BC specific module), adapted for men. High functioning and global health/QoL scores indicate high functioning levels/high QoL; high symptom-focused measures scores indicate high symptoms/problems levels. EORTC reference data for healthy men and women with BC were used for comparisons.

RESULTS: Of 422 men consenting to participate, 363 …

Safety And Tolerability Of A Novel Anti-Her2 Antibody-Drug Conjugate (Pf-06804103) In Patients With Her2-Expressing Solid Tumors: A Phase 1 Dose-Escalation Study, Funda Meric-Bernstam, Emiliano Calvo, Keun Seok Lee, Victor Moreno, Yeon Hee Park, Sun Young Rha, Pavani Chalasani, Wei Zhong, Li Zhou, Steven Pirie-Shepherd, Abraham C F Leung, Giuseppe Curigliano

Faculty, Staff and Student Publications

PF-06804103 is an anti-HER2 antibody–drug conjugate with auristatin payload. We evaluated its safety, tolerability, and antitumor activity in patients with advanced/unresectable or metastatic breast and gastric cancers. This multicenter, open-label, first-in-human, phase 1 study (NCT03284723) comprised dose escalation (P1) and dose expansion (P2). In P1, adults with HER2+ breast or gastric cancer received PF-06804103 0.15–5.0 mg/kg intravenously once/21 days (Q3W); in P2, patients with HER2+ or HER2-low (IHC 1+ or IHC 2+/ISH−) breast cancer received 3.0 or 4.0 mg/kg Q3W. The primary endpoints were dose-limiting toxicities (DLT) and safety (P1), and objective response rate (ORR) assessed using RECIST v1.1 (P2). …

Deep Learning For Fully Automatic Tumor Segmentation On Serially Acquired Dynamic Contrast-Enhanced Mri Images Of Triple-Negative Breast Cancer, Zhan Xu, David E Rauch, Rania M Mohamed, Sanaz Pashapoor, Zijian Zhou, Bikash Panthi, Jong Bum Son, Ken-Pin Hwang, Benjamin C Musall, Beatriz E Adrada, Rosalind P Candelaria, Jessica W T Leung, Huong T C Le-Petross, Deanna L Lane, Frances Perez, Jason White, Alyson Clayborn, Brandy Reed, Huiqin Chen, Jia Sun, Peng Wei, Alastair Thompson, Anil Korkut, Lei Huo, Kelly K Hunt, Jennifer K Litton, Vicente Valero, Debu Tripathy, Wei Yang, Clinton Yam, Jingfei Ma

Faculty, Staff and Student Publications

Accurate tumor segmentation is required for quantitative image analyses, which are increasingly used for evaluation of tumors. We developed a fully automated and high-performance segmentation model of triple-negative breast cancer using a self-configurable deep learning framework and a large set of dynamic contrast-enhanced MRI images acquired serially over the patients' treatment course. Among all models, the top-performing one that was trained with the images across different time points of a treatment course yielded a Dice similarity coefficient of 93% and a sensitivity of 96% on baseline images. The top-performing model also produced accurate tumor size measurements, which is valuable for …

Single-Cell Characterization Of Pulmonary Nodules Implicates Suppression Of Immunosurveillance Across Early Stages Of Lung Adenocarcinoma, Jane Yanagawa, Linh M Tran, Ramin Salehi-Rad, Raymond J Lim, Camelia Dumitras, Eileen Fung, William D Wallace, Ashley E Prosper, Gregory Fishbein, Conor Shea, Rui Hong, Bitta Kahangi, John J Deng, Adam C Gower, Bin Liu, Joshua D Campbell, Sarah A Mazzilli, Jennifer E Beane, Humam Kadara, Marc E Lenburg, Avrum E Spira, Denise R Aberle, Kostyantyn Krysan, Steven M Dubinett

Faculty, Staff and Student Publications

UNLABELLED: A greater understanding of molecular, cellular, and immunological changes during the early stages of lung adenocarcinoma development could improve diagnostic and therapeutic approaches in patients with pulmonary nodules at risk for lung cancer. To elucidate the immunopathogenesis of early lung tumorigenesis, we evaluated surgically resected pulmonary nodules representing the spectrum of early lung adenocarcinoma as well as associated normal lung tissues using single-cell RNA sequencing and validated the results by flow cytometry and multiplex immunofluorescence (MIF). Single-cell transcriptomics revealed a significant decrease in gene expression associated with cytolytic activities of tumor-infiltrating natural killer and natural killer T cells. This …

Intraperitoneal Paclitaxel Is A Safe And Effective Therapeutic Strategy For Treating Mucinous Appendiceal Adenocarcinoma, Ichiaki Ito, Abdelrahman M G Yousef, Saikat Chowdhury, Princess N Dickson, Zahra A Naini, Michael G White, Karianne G Fleten, Kjersti Flatmark, Keith F Fournier, Natalie W Fowlkes, John Paul Shen

Faculty, Staff and Student Publications

Appendiceal adenocarcinomas (AAs) are a rare and heterogeneous mix of tumors for which few preclinical models exist. The rarity of AA has made performing prospective clinical trials difficult, which has partly contributed to AA remaining an orphan disease with no chemotherapeutic agents approved by the FDA for its treatment. AA has a unique biology in which it frequently forms diffuse peritoneal metastases but almost never spreads via a hematogenous route and rarely spreads to lymphatics. Given the localization of AA to the peritoneal space, intraperitoneal (IP) delivery of chemotherapy could be an effective treatment strategy. Here, we tested the efficacy …

Abemaciclib Is Effective In Palbociclib-Resistant Hormone Receptor-Positive Metastatic Breast Cancers, Juliana Navarro-Yepes, Nicole M Kettner, Xiayu Rao, Cassandra Santaella Bishop, Tuyen N Bui, Hannah F Wingate, Akshara Singareeka Raghavendra, Yan Wang, Jing Wang, Aysegul A Sahin, Funda Meric-Bernstam, Kelly K Hunt, Senthil Damodaran, Debu Tripathy, Khandan Keyomarsi

Faculty, Staff and Student Publications

Cyclin-dependent kinases 4/6 inhibitor (CDK4/6i) plus endocrine therapy (ET) is standard of care for patients with hormone receptor (HR)-positive, HER2-negative metastatic breast cancer (MBC). However, resistance to CDK4/6is plus ET remains a clinical problem with limited therapeutic options following disease progression. Different CDK4/6is might have distinct mechanisms of resistance, and therefore using them sequentially or targeting their differentially altered pathways could delay disease progression. To understand pathways leading to resistance to the CDK4/6is palbociclib and abemaciclib, we generated multiple in vitro models of palbociclib-resistant (PR) and abemaciclib-resistant (AR) cell lines as well as in vivo patient-derived xenografts (PDX) and ex …

Endocrine Therapy Synergizes With Smac Mimetics To Potentiate Antigen Presentation And Tumor Regression In Hormone Receptor-Positive Breast Cancer, Francisco Hermida-Prado, Yingtian Xie, Shira Sherman, Zsuzsanna Nagy, Douglas Russo, Tara Akhshi, Zhengtao Chu, Avery Feit, Marco Campisi, Minyue Chen, Agostina Nardone, Cristina Guarducci, Klothilda Lim, Alba Font-Tello, Irene Lee, Juana García-Pedrero, Israel Cañadas, Judith Agudo, Ying Huang, Tal Sella, Qingchun Jin, Nabihah Tayob, Elizabeth A Mittendorf, Sara M Tolaney, Xintao Qiu, Henry Long, William F Symmans, Jia-Ren Lin, Sandro Santagata, Isabelle Bedrosian, Denise A Yardley, Ingrid A Mayer, Edward T Richardson, Giacomo Oliveira, Catherine J Wu, Eugene F Schuster, Mitch Dowsett, Alana L Welm, David Barbie, Otto Metzger, Rinath Jeselsohn

Faculty, Staff and Student Publications

Immunotherapies have yet to demonstrate significant efficacy in the treatment of hormone receptor-positive (HR+) breast cancer. Given that endocrine therapy (ET) is the primary approach for treating HR+ breast cancer, we investigated the effects of ET on the tumor immune microenvironment (TME) in HR+ breast cancer. Spatial proteomics of primary HR+ breast cancer samples obtained at baseline and after ET from patients enrolled in a neoadjuvant clinical trial (NCT02764541) indicated that ET upregulated β2-microglobulin and influenced the TME in a manner that promotes enhanced immunogenicity. To gain a deeper understanding of the underlying mechanisms, the intrinsic effects of …

Setd2 Loss And Atr Inhibition Synergize To Promote Cgas Signaling And Immunotherapy Response In Renal Cell Carcinoma, Xian-De Liu, Yan-Ting Zhang, Daniel J Mcgrail, Xuesong Zhang, Truong Lam, Anh Hoang, Elshad Hasanov, Ganiraju Manyam, Christine B Peterson, Haifeng Zhu, Shwetha V Kumar, Rehan Akbani, Patrick G Pilie, Nizar M Tannir, Guang Peng, Eric Jonasch

Faculty, Staff and Student Publications

PURPOSE: Immune checkpoint blockade (ICB) demonstrates durable clinical benefits in a minority of patients with renal cell carcinoma (RCC). We aimed to identify the molecular features that determine the response and develop approaches to enhance it.

EXPERIMENTAL DESIGN: We investigated the effects of SET domain-containing protein 2 (SETD2) loss on the DNA damage response pathway, the cytosolic DNA-sensing pathway, the tumor immune microenvironment, and the response to ataxia telangiectasia and rad3-related (ATR) and checkpoint inhibition in RCC.

RESULTS: ATR inhibition activated the cyclic GMP-AMP synthase (cGAS)-interferon regulatory factor 3 (IRF3)-dependent cytosolic DNA-sensing pathway, resulting in the concurrent expression of inflammatory …

Web-Grading-A Tool To Test Personal Grading Of Renal And Prostate Cancer, Glen Kristiansen, Matthias Schmid, Lars Egevad, Hemamali Samaratunga, Murali Varma, Kaan Inam, Hans-Jürgen Thiesen, Brett Delahunt, Yulin Dai

Faculty, Staff and Student Publications

Only a few pathologists have the opportunity to verify their personal grading through objective assessment. This study introduces a web-based grading platform to facilitate and validate the grading of renal cell carcinoma and prostate cancer. Two representative images of two clinically annotated cohorts of 100 cases each of prostate and renal cell carcinoma were used. Each participant was asked to grade a tumor series utilizing a three tiered grading system. Finally, a Kaplan-Meier curve was drawn, and the log-rank test was used for statistical testing of the p-value. The grading of 22 participants (68%) achieved prognostic significance. Further analysis highlighted …

Discoverpath: A Knowledge Refinement And Retrieval System For Interdisciplinarity On Biomedical Research, Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu

Faculty, Staff and Student Publications

The exponential growth in scholarly publications necessitates advanced tools for efficient article retrieval, especially in interdisciplinary fields where diverse terminologies are used to describe similar research. Traditional keyword-based search engines often fall short in assisting users who may not be familiar with specific terminologies. To address this, we present a knowledge graph based paper search engine for biomedical research to enhance the user experience in discovering relevant queries and articles. The system, dubbed DiscoverPath, employs Named Entity Recognition (NER) and part-of-speech (POS) tagging to extract terminologies and relationships from article abstracts to create a KG. To reduce information overload, DiscoverPath …