Biomedical Informatics Commons^™

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 …

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 …

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 …

Visualization Of Patient-Generated Health Data: A Scoping Review Of Dashboard Designs, Edna Shenvi, Aziz Boxwala, Dean Sittig, Courtney Zott, Edwin Lomotan, James Swiger, Prashila Dullabh

Faculty, Staff and Student Publications

BACKGROUND: Patient-centered clinical decision support (PC CDS) aims to assist with tailoring decisions to an individual patient's needs. Patient-generated health data (PGHD), including physiologic measurements captured frequently by automated devices, provide important information for PC CDS. The volume and availability of such PGHD is increasing, but how PGHD should be presented to clinicians to best aid decision-making is unclear.

OBJECTIVES: Identify best practices in visualizations of physiologic PGHD, for designing a software application as a PC CDS tool.

METHODS: We performed a scoping review of studies of PGHD dashboards that involved clinician users in design or evaluations. We included only …

Co-Targeting Bcl-Xl And Bcl-2 By Protac 753b Eliminates Leukemia Cells And Enhances Efficacy Of Chemotherapy By Targeting Senescent Cells, Yannan Jia, Lina Han, Cassandra L Ramage, Zhe Wang, Connie C Weng, Lei Yang, Simona Colla, Helen Ma, Weiguo Zhang, Michael Andreeff, Naval Daver, Nitin Jain, Naveen Pemmaraju, Kapil Bhalla, Satu Mustjoki, Peiyi Zhang, Guangrong Zheng, Daohong Zhou, Qi Zhang, Marina Konopleva

Faculty, Staff and Student Publications

BCL-XL and BCL-2 are key anti-apoptotic proteins and validated cancer targets. 753B is a novel BCL-XL/BCL-2 proteolysis targeting chimera (PROTAC) that targets both BCL-XL and BCL-2 to the von Hippel-Lindau (VHL) E3 ligase, leading to BCLX L/BCL-2 ubiquitination and degradation selectively in cells expressing VHL. Because platelets lack VHL expression, 753B spares on-target platelet toxicity caused by the first-generation dual BCL-XL/BCL-2 inhibitor navitoclax (ABT-263). Here, we report pre-clinical single-agent activity of 753B against different leukemia subsets. 753B effectively reduced cell viability and induced dose-dependent degradation of BCL-XL and BCL-2 in a subset of hematopoietic cell lines, acute myeloid leukemia (AML) …

Combining Clinical And Biological Data To Predict Progressive Pulmonary Fibrosis In Patients With Systemic Sclerosis Despite Immunomodulatory Therapy, Elizabeth R Volkmann, Holly Wilhalme, Shervin Assassi, Grace Hyun J Kim, Jonathan Goldin, Masataka Kuwana, Donald P Tashkin, Michael D Roth

Faculty, Staff and Student Publications

OBJECTIVE: Progressive pulmonary fibrosis (PPF) is the leading cause of death in systemic sclerosis (SSc). This study aimed to develop a clinical prediction nomogram using clinical and biological data to assess risk of PPF among patients receiving treatment of SSc-related interstitial lung disease (SSc-ILD).

METHODS: Patients with SSc-ILD who participated in the Scleroderma Lung Study II (SLS II) were randomized to treatment with either mycophenolate mofetil (MMF) or cyclophosphamide (CYC). Clinical and biological parameters were analyzed using univariable and multivariable logistic regression, and a nomogram was created to assess the risk of PPF and validated by bootstrap resampling.

RESULTS: Among …

Evolving Availability And Standardization Of Patient Attributes For Matching, Yu Deng, Lacey P Gleason, Adam Culbertson, Xiaotian Chen, Elmer V Bernstam, Theresa Cullen, Ramkiran Gouripeddi, Christopher Harle, David F Hesse, Jacob Kean, John Lee, Tanja Magoc, Daniella Meeker, Toan Ong, Jyotishman Pathak, Marc Rosenman, Laura K Rusie, Akash J Shah, Lizheng Shi, Aaron Thomas, William E Trick, Shaun Grannis, Abel Kho

Faculty, Staff and Student Publications

Variation in availability, format, and standardization of patient attributes across health care organizations impacts patient-matching performance. We report on the changing nature of patient-matching features available from 2010-2020 across diverse care settings. We asked 38 health care provider organizations about their current patient attribute data-collection practices. All sites collected name, date of birth (DOB), address, and phone number. Name, DOB, current address, social security number (SSN), sex, and phone number were most commonly used for cross-provider patient matching. Electronic health record queries for a subset of 20 participating sites revealed that DOB, first name, last name, city, and postal codes …

An Efficient Strategy For Evaluating New Non-Invasive Screening Tests For Colorectal Cancer: The Guiding Principles, Robert S Bresalier, Carlo Senore, Graeme P Young, James Allison, Robert Benamouzig, Sally Benton, Patrick M M Bossuyt, Luis Caro, Beatriz Carvalho, Han-Mo Chiu, Veerle M H Coupé, Willemijn De Klaver, Clasine Maria De Klerk, Evelien Dekker, Sunil Dolwani, Callum G Fraser, William Grady, Lydia Guittet, Samir Gupta, Stephen P Halloran, Ulrike Haug, Geir Hoff, Steven Itzkowitz, Tim Kortlever, Anastasios Koulaouzidis, Uri Ladabaum, Beatrice Lauby-Secretan, Mārcis Leja, Bernard Levin, Theodore Robert Levin, Finlay Macrae, Gerrit A Meijer, Joshua Melson, Colm O'Morain, Susan Parry, Linda Rabeneck, David F Ransohoff, Roque Sáenz, Hiroshi Saito, Silvia Sanduleanu-Dascalescu, Robert E Schoen, Kevin Selby, Harminder Singh, Robert J C Steele, Joseph J Y Sung, Erin Leigh Symonds, Sidney J Winawer, Members Of The World Endoscopy Colorectal Cancer Screening New Test Evaluation Expert Working Group

Faculty, Staff and Student Publications

OBJECTIVE: New screening tests for colorectal cancer (CRC) are rapidly emerging. Conducting trials with mortality reduction as the end point supporting their adoption is challenging. We re-examined the principles underlying evaluation of new non-invasive tests in view of technological developments and identification of new biomarkers.

DESIGN: A formal consensus approach involving a multidisciplinary expert panel revised eight previously established principles.

RESULTS: Twelve newly stated principles emerged. Effectiveness of a new test can be evaluated by comparison with a proven comparator non-invasive test. The faecal immunochemical test is now considered the appropriate comparator, while colonoscopy remains the diagnostic standard. For a …

Zyxin Inhibits The Epithelial-Mesenchymal Transition Process In Gastric Cancer By Upregulating Sirt1, Jing Lou, Sha Geng, Wei He, Song-Bai Liu, Xinghong Shi, Ying Chang, Shiyuan Han, Panting Qian, Hesham M Amin, Yao-Hua Song, Yangxin Li, Jin Zhou

Faculty, Staff and Student Publications

Tumor development relies on the stemness of cancer stem cells, which is regulated by environmental cues. Previous studies have shown that zyxin can inhibit the expression of genes for embryonic stem cell status. In the present study, the expression levels of zyxin protein in cancer tissues and adjacent noncancerous tissues from 73 gastric cancer patients with different clinical stages were analyzed by Western blot. We showed that the relative expression levels of zyxin in gastric cancer tissues (cancer tissues/adjacent tissues) were significantly downregulated in advanced clinical stages. Overexpression of zyxin inhibited the stemness and epithelial-mesenchymal transition (EMT) processes in gastric …

Therapeutic Effects Of Combining Curcumin And Swimming In Osteoarthritis Using A Rat Model, Mona M Saber, Manal Moustafa Mahmoud, Hesham M Amin, Reham M Essam

Faculty, Staff and Student Publications

Osteoarthritis (OA) is a common debilitating degenerative disease of the elderly. We aimed to study the therapeutic effects of combining curcumin and swimming in monosodium iodoacetate (MIA)-induced OA in a rat model. The rats were divided into 5 groups (n = 9). Group 1 received saline and served as a control group. Groups 2-5 were injected intra-articularly in the right knee with 100 μL MIA. One week later, groups 3 and 5 were started on daily swimming sessions that gradually increased to 20-mins per session, and for groups 4 and 5, oral curcumin was administered at a dose of 200 …

Evaluation Of The Natural History Of Disease By Combining Incident And Prevalent Cohorts: Application To The Nun Study, Daewoo Pak, Jing Ning, Richard J Kryscio, Yu Shen

Faculty, Staff and Student Publications

The Nun study is a well-known longitudinal epidemiology study of aging and dementia that recruited elderly nuns who were not yet diagnosed with dementia (i.e., incident cohort) and who had dementia prior to entry (i.e., prevalent cohort). In such a natural history of disease study, multistate modeling of the combined data from both incident and prevalent cohorts is desirable to improve the efficiency of inference. While important, the multistate modeling approaches for the combined data have been scarcely used in practice because prevalent samples do not provide the exact date of disease onset and do not represent the target population …

A Self-Configuring Deep Learning Network For Segmentation Of Temporal Bone Anatomy In Cone-Beam Ct Imaging, Andy S Ding, Alexander Lu, Zhaoshuo Li, Manish Sahu, Deepa Galaiya, Jeffrey H Siewerdsen, Mathias Unberath, Russell H Taylor, Francis X Creighton

Faculty, Staff and Student Publications

OBJECTIVE: Preoperative planning for otologic or neurotologic procedures often requires manual segmentation of relevant structures, which can be tedious and time-consuming. Automated methods for segmenting multiple geometrically complex structures can not only streamline preoperative planning but also augment minimally invasive and/or robot-assisted procedures in this space. This study evaluates a state-of-the-art deep learning pipeline for semantic segmentation of temporal bone anatomy.

STUDY DESIGN: A descriptive study of a segmentation network.

SETTING: Academic institution.

METHODS: A total of 15 high-resolution cone-beam temporal bone computed tomography (CT) data sets were included in this study. All images were co-registered, with relevant anatomical structures …

Garetosmab In Fibrodysplasia Ossificans Progressiva: A Randomized, Double-Blind, Placebo-Controlled Phase 2 Trial, Maja Di Rocco, Eduardo Forleo-Neto, Robert J Pignolo, Richard Keen, Philippe Orcel, Thomas Funck-Brentano, Christian Roux, Sami Kolta, Annalisa Madeo, Judith S Bubbear, Jacek Tabarkiewicz, Małgorzata Szczepanek, Javier Bachiller-Corral, Angela M Cheung, Kathryn M Dahir, Esmée Botman, Pieter G Raijmakers, Mona Al Mukaddam, Lianne Tile, Cynthia Portal-Celhay, Neena Sarkar, Peijie Hou, Bret J Musser, Anita Boyapati, Kusha Mohammadi, Scott J Mellis, Andrew J Rankin, Aris N Economides, Dinko Gonzalez Trotter, Gary A Herman, Sarah J O'Meara, Richard Delgizzi, David M Weinreich, George D Yancopoulos, E Marelise W Eekhoff, Frederick S Kaplan

Faculty, Staff and Student Publications

Fibrodysplasia ossificans progressiva (FOP) is a rare disease characterized by heterotopic ossification (HO) in connective tissues and painful flare-ups. In the phase 2 LUMINA-1 trial, adult patients with FOP were randomized to garetosmab, an activin A-blocking antibody (n = 20) or placebo (n = 24) in period 1 (28 weeks), followed by an open-label period 2 (28 weeks; n = 43). The primary end points were safety and for period 1, the activity and size of HO lesions. All patients experienced at least one treatment-emergent adverse event during period 1, notably epistaxis, madarosis and skin abscesses. Five deaths …

Young-Onset Rectal Cancer: Unique Tumoral Microbiome And Correlation With Response To Neoadjuvant Therapy, Michael G White, Ashish Damania, Jumanah Alshenaifi, Pranoti Sahasrabhojane, Oliver Peacock, Jillian Losh, Matthew C Wong, Zuzana Lutter-Berkova, George J Chang, Andrew Futreal, Jennifer A Wargo, Nadim J Ajami, Scott Kopetz, Y Nancy You

Faculty, Staff and Student Publications

OBJECTIVE: External exposures, the host, and the microbiome interact in oncology. We aimed to investigate tumoral microbiomes in young-onset rectal cancers (YORCs) for profiles potentially correlative with disease etiology and biology.

BACKGROUND: YORC is rapidly increasing, with 1 in 4 new rectal cancer cases occurring under the age of 50 years. Its etiology is unknown.

METHODS: YORC (old) or later-onset rectal cancer (LORC, ≥50 y old) patients underwent pretreatment biopsied of tumor and tumor-adjacent normal (TAN) tissue. After whole genome sequencing, metagenomic analysis quantified microbial communities comparing tumors versus TANs and YORCs versus LORCs, controlling for multiple testing. Response to …

Peripheral Levels Of The Brain-Derived Neurotrophic Factor In Coronary Artery Disease: A Systematic Review And Meta-Analysis, Parnian Shobeiri, Amir Hossein Behnoush, Amirmohammad Khalaji, Antonio Lucio Teixeira, Nima Rezaei

Faculty, Staff and Student Publications

BACKGROUND: Among its functions, brain-derived neurotrophic factor (BDNF) regulates endothelial and macrophage activation, possibly playing a role in atherosclerotic plaque pathophysiology. Given contradicting reports, this study sought to investigate whether blood levels of BDNF differed between patients with coronary heart disease (CHD) and controls.

METHODS: We explored PubMed, Embase, Web of Science, and Cochrane Library for studies comparing BDNF blood levels in patients with CHD and controls. Random-effect meta-analysis was conducted to calculate the standardized mean differences (SMD) and 95% confidence intervals (CI). The Newcastle-Ottawa scale was used to evaluate the quality of included articles, and statistical analyses were conducted …

Refphase: Multi-Sample Phasing Reveals Haplotype-Specific Copy Number Heterogeneity, Thomas B K Watkins, Emma C Colliver, Matthew R Huska, Tom L Kaufmann, Emilia L Lim, Cody B Duncan, Kerstin Haase, Peter Van Loo, Charles Swanton, Nicholas Mcgranahan, Roland F Schwarz

Faculty, Staff and Student Publications

Most computational methods that infer somatic copy number alterations (SCNAs) from bulk sequencing of DNA analyse tumour samples individually. However, the sequencing of multiple tumour samples from a patient's disease is an increasingly common practice. We introduce Refphase, an algorithm that leverages this multi-sampling approach to infer haplotype-specific copy numbers through multi-sample phasing. We demonstrate Refphase's ability to infer haplotype-specific SCNAs and characterise their intra-tumour heterogeneity, to uncover previously undetected allelic imbalance in low purity samples, and to identify parallel evolution in the context of whole genome doubling in a pan-cancer cohort of 336 samples from 99 tumours.

Emphasizing Others’ Persistence Can Promote Unwarranted Social Inferences In Children And Adults, Jamie Amemiya, Gail D Heyman, Caren M Walker

Faculty, Staff and Student Publications

People often hear stories about individuals who persist to overcome their constraints. While these stories can be motivating, emphasizing others’ persistence may promote unwarranted judgments about constrained individuals who do not persist. Using a developmental social inference task (Study 1a: n = 124 U.S. children, 5 to 12 years of age; Study 1b [n = 135] and Study 2 [n = 120]: U.S. adults), the present research tested whether persistence stories lead people to infer that a constrained individual who does not persist, and instead accepts the lower-quality option that is available to them, prefers it over a …

Prevalence Of Pituitary Hormone Dysfunction Following Radiotherapy For Sinonasal And Nasopharyngeal Malignancies, Kevin J Contrera, Jack Phan, Steven G Waguespack, Mohammed Aldehaim, Xin Wang, Tze Yee Lim, Dianna B Roberts, C David Fuller, Michael T Spiotto, Shaan M Raza, Franco Demonte, Ehab Y Hanna, Shirley Y Su

Faculty, Staff and Student Publications

BACKGROUND: There are limited studies and no surveillance protocols on pituitary dysfunction for adults who underwent anterior skull base radiation.

METHODS: Cross-sectional study of 50 consecutive patients with sinonasal or nasopharyngeal cancer who underwent definitive radiotherapy. The mean radiation doses, prevalence of pituitary dysfunction, and associated factors were calculated.

RESULTS: Pituitary hormone levels were abnormal in 23 (46%) patients, including 6 (12%) with symptomatic abnormalities requiring treatment. The most common hormonal abnormality was hyperprolactinemia (30%), central hypothyroidism (8%) and central hypogonadism (6%). Patients with abnormal pituitary hormone values received higher mean radiation doses to the pituitary gland (1143 cGy, P …

Single-Agent Lenalidomide Maintenance After Upfront Autologous Stem Cell Transplant For Newly Diagnosed Multiple Myeloma: The Md Anderson Experience, Oren Pasvolsky, Denái R Milton, Adeel Masood, Sophiya S Sami, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Arsalan Saeed, Hans C Lee, Krina K Patel, Partow Kebriaei, Sheeba K Thomas, Donna M Weber, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

The optimal duration of lenalidomide (Len) maintenance for patients with multiple myeloma (MM) after autologous stem cell transplantation (autoHCT) is unknown. We conducted a retrospective single-center analysis of adult MM patients that received upfront autoHCT between 2005 and 2021, followed by single-agent Len maintenance. A total of 1167 patients were included with a median age of 61.4 (range 25.4-82.3) years, and high-risk chromosomal abnormalities in 19%. Median duration of maintenance was 22.3 (range 0.03-139.6) months. After a median follow-up of 47.9 (range 2.9-171.7) months, median PFS and OS for the entire cohort were 56.6 (95% CI 48.2-61.4) months and 111.3 …

A Machine Learning Approach That Measures Ph Using Acidocest Mri Of Iopamidol, Tianzhe Li, Julio Cárdenas-Rodríguez, Priya N Trakru, Mark D Pagel

Faculty, Staff and Student Publications

Tumor acidosis is an important biomarker for aggressive tumors, and extracellular pH (pHe) of the tumor microenvironment can be used to predict and evaluate tumor responses to chemotherapy and immunotherapy. AcidoCEST MRI measures tumor pHe by exploiting the pH-dependent chemical exchange saturation transfer (CEST) effect of iopamidol, an exogenous CT agent repurposed for CEST MRI. However, all pH fitting methodologies for acidoCEST MRI data have limitations. Herein we present results of the application of machine learning for extracting pH values from CEST Z-spectra of iopamidol. We acquired 36,000 experimental CEST spectra from 200 phantoms of iopamidol prepared at five concentrations, …

Innately Expressed Estrogen-Related Receptors In The Skeletal Muscle Are Indispensable For Exercise Fitness, Ashok Kumar, Vihang A Narkar

Faculty, Staff and Student Publications

Peripheral arterial disease (PAD) is a prevalent cardiovascular complication of limb vascular insufficiency, causing ischemic injury, mitochondrial metabolic damage and functional impairment in the skeletal muscle, and ultimately leading to immobility and mortality. While potential therapies have been mostly focussed on revascularization, none of the currently available pharmacological treatments are fully effective in PAD, often leading to amputations, particularly in chronic metabolic diseases. One major limitation of focussed angiogenesis and revascularization as a therapeutic strategy is a limited effect on metabolic restoration and muscle regeneration in the affected limb. Therefore, additional preclinical investigations are needed to discover novel treatment options …

Nuclear Receptors As Potential Therapeutic Targets In Peripheral Arterial Disease And Related Myopathy, Ashok Kumar, Vihang A Narkar

Faculty, Staff and Student Publications

Peripheral arterial disease (PAD) is a prevalent cardiovascular complication of limb vascular insufficiency, causing ischemic injury, mitochondrial metabolic damage and functional impairment in the skeletal muscle, and ultimately leading to immobility and mortality. While potential therapies have been mostly focussed on revascularization, none of the currently available pharmacological treatments are fully effective in PAD, often leading to amputations, particularly in chronic metabolic diseases. One major limitation of focussed angiogenesis and revascularization as a therapeutic strategy is a limited effect on metabolic restoration and muscle regeneration in the affected limb. Therefore, additional preclinical investigations are needed to discover novel treatment options …

Controversy And Consensus On The Management Of Elevated Sperm Dna Fragmentation In Male Infertility: A Global Survey, Current Guidelines, And Expert Recommendations, Ala'a Farkouh, Ashok Agarwal, Taha Abo-Almagd Abdel-Meguid Hamoda, Parviz Kavoussi, Ramadan Saleh, Armand Zini, Mohamed Arafa, Ahmed M Harraz, Murat Gul, Vilvapathy Senguttuvan Karthikeyan, Damayanthi Durairajanayagam, Amarnath Rambhatla, Florence Boitrelle, Eric Chung, Ponco Birowo, Tuncay Toprak, Ramy Abou Ghayda, Rossella Cannarella, Nguyen Ho Vinh Phuoc, Fotios Dimitriadis, Giorgio I Russo, Ioannis Sokolakis, Taymour Mostafa, Konstantinos Makarounis, Imad Ziouziou, Shinnosuke Kuroda, Marion Bendayan, Raneen Sawaid Kaiyal, Andrian Japari, Mara Simopoulou, Lucia Rocco, Nicolas Garrido, Nazim Gherabi, Kadir Bocu, Oguzhan Kahraman, Tan V Le, Christine Wyns, Kelton Tremellen, Selcuk Sarikaya, Sheena Lewis, Donald P Evenson, Edmund Ko, Aldo E Calogero, Fahmi Bahar, Marlon Martinez, Andrea Crafa, Quang Nguyen, Rafael F Ambar, Giovanni Colpi, Mustafa Emre Bakircioglu, Ralf Henkel, Hussein Kandil, Ege Can Serefoglu, Abdullah Alarbid, Akira Tsujimura, Alireza Kheradmand, Christina Anagnostopoulou, Angelo Marino, Aram Adamyan, Birute Zilaitiene, Cevahir Ozer, Edoardo Pescatori, Paraskevi Vogiatzi, Gian Maria Busetto, Giancarlo Balercia, Haitham Elbardisi, Hamed Akhavizadegan, Hesamoddin Sajadi, Hisanori Taniguchi, Hyun Jun Park, Israel Maldonado Rosas, Mohamed Al-Marhoon, Mohammad Ali Sadighi Gilani, Naif Alhathal, Germar-Michael Pinggera, Priyank Kothari, Nasser Mogharabian, Sava Micic, Sheryl Homa, Sara Darbandi, Tran Quang Tien Long, Wael Zohdy, Widi Atmoko, Marjan Sabbaghian, Wael Ibrahim, Ryan P Smith, Christopher Chee Kong Ho, Jean De La Rosette, Ahmed I El-Sakka, Mirko Preto, Cătălina Zenoaga-Barbăroșie, Saad Mohammed Abumelha, Aykut Baser, Kaan Aydos, Liliana Ramirez-Dominguez, Vijay Kumar, Teng Aik Ong, Tiago Cesar Mierzwa, Ricky Adriansjah, Saleem A Banihani, Kasonde Bowa, Shinichiro Fukuhara, Marcelo Rodriguez Peña, Mohamad Moussa, Umut Çağın Ari, Chak-Lam Cho, Nicholas N Tadros, Muhammet Rasit Ugur, Edouard Amar, Marco Falcone, Frederic Romain Santer, Arif Kalkanli, Keshab Kumar Karna, Kareim Khalafalla, Ranjit B Vishwakarma, Federica Finocchi, Carlo Giulioni, Erman Ceyhan, Gökhan Çeker, Chadi Yazbeck, Osvaldo Rajmil, Mehmet Yilmaz, Baris Altay, Trenton L Barrett, Kay Seong Ngoo, Shubhadeep Roychoudhury, Gianmaria Salvio, Haocheng Lin, Ates Kadioglu, Massimiliano Timpano, Tomer Avidor-Reiss, Lukman Hakim, Puneet Sindhwani, Giorgio Franco, Rajender Singh, Filippo Giacone, Mikhail Ruzaev, Raghavender Kosgi, Nikolaos Sofikitis, Ayad Palani, Gokhan Calik, Deniz Kulaksız, Davor Jezek, Manaf Al Hashmi, Panagiotis Drakopoulos, Huda Omran, Sofia Leonardi, Ciler Celik-Ozenci, Nur Dokuzeylül Güngör, Jonathan Ramsay, Toshiyasu Amano, Emrullah Sogutdelen, Gede Wirya Kusuma Duarsa, Koji Chiba, Sunil Jindal, Missy Savira, Luca Boeri, Edson Borges, Deepak Gupte, Fatih Gokalp, Guadalupe Hernández Hebrard, Suks Minhas, Rupin Shah, Global Andrology Forum

Faculty, Staff and Student Publications

Purpose: Sperm DNA fragmentation (SDF) has been associated with male infertility and poor outcomes of assisted reproductive technology (ART). The purpose of this study was to investigate global practices related to the management of elevated SDF in infertile men, summarize the relevant professional society recommendations, and provide expert recommendations for managing this condition.

Materials and methods: An online global survey on clinical practices related to SDF was disseminated to reproductive clinicians, according to the CHERRIES checklist criteria. Management protocols for various conditions associated with SDF were captured and compared to the relevant recommendations in professional society guidelines and the appropriate …

Regression Analysis Of General Mixed Recurrent Event Data, Ryan Sun, Dayu Sun, Liang Zhu, Jianguo Sun

Faculty, Staff and Student Publications

In modern biomedical datasets, it is common for recurrent outcomes data to be collected in an incomplete manner. More specifically, information on recurrent events is routinely recorded as a mixture of recurrent event data, panel count data, and panel binary data; we refer to this structure as general mixed recurrent event data. Although the aforementioned data types are individually well-studied, there does not appear to exist an established approach for regression analysis of the three component combination. Often, ad-hoc measures such as imputation or discarding of data are used to homogenize records prior to the analysis, but such measures lead …

Correction: Sepsis Exacerbates Alzheimer’S Disease Pathophysiology, Modulates The Gut Microbiome, Increases Neuroinflammation And Amyloid Burden, Vijayasree V Giridharan, Celso S G Catumbela, Carlos Henrique R Catalão, Juneyoung Lee, Bhanu P Ganesh, Fabricia Petronilho, Felipe Dal-Pizzol, Rodrigo Morales, Tatiana Barichello

Faculty, Staff and Student Publications

No abstract provided.

Enabling Health Data Sharing With Fine-Grained Privacy, Luca Bonomi, Sepand Gousheh, Liyue Fan

Faculty, Staff and Student Publications

Sharing health data is vital in advancing medical research and transforming knowledge into clinical practice. Meanwhile, protecting the privacy of data contributors is of paramount importance. To that end, several privacy approaches have been proposed to protect individual data contributors in data sharing, including data anonymization and data synthesis techniques. These approaches have shown promising results in providing privacy protection at the dataset level. In this work, we study the privacy challenges in enabling fine-grained privacy in health data sharing. Our work is motivated by recent research findings, in which patients and healthcare providers may have different privacy preferences and …

Gut Microbiome In Patients With Early-Stage And Late-Stage Melanoma, Russell G Witt, Samuel H Cass, Tiffaney Tran, Ashish Damania, Emelie E Nelson, Elizabeth Sirmans, Elizabeth M Burton, Manoj Chelvanambi, Sarah Johnson, Hussein A Tawbi, Jeffrey E Gershenwald, Michael A Davies, Christine Spencer, Aditya Mishra, Matthew C Wong, Nadim J Ajami, Christine B Peterson, Carrie R Daniel, Jennifer A Wargo, Jennifer L Mcquade, Kelly C Nelson

Faculty, Staff and Student Publications

IMPORTANCE: The gut microbiome modulates the immune system and responses to immunotherapy in patients with late-stage melanoma. It is unknown whether fecal microbiota profiles differ between healthy individuals and patients with melanoma or if microbiota profiles differ among patients with different stages of melanoma. Defining gut microbiota profiles in individuals without melanoma and those with early-stage and late-stage melanoma may reveal features associated with disease progression.

OBJECTIVE: To characterize and compare gut microbiota profiles between healthy volunteers and patients with melanoma and between patients with early-stage and late-stage melanoma.

DESIGN, SETTING, AND PARTICIPANTS: This single-site case-control study took place at …

Automated Cellular-Level Dual Global Fusion Of Whole-Slide Imaging For Lung Adenocarcinoma Prognosis, Songhui Diao, Pingjun Chen, Eman Showkatian, Rukhmini Bandyopadhyay, Frank R Rojas, Bo Zhu, Lingzhi Hong, Muhammad Aminu, Maliazurina B Saad, Morteza Salehjahromi, Amgad Muneer, Sheeba J Sujit, Carmen Behrens, Don L Gibbons, John V Heymach, Neda Kalhor, Ignacio I Wistuba, Luisa M Solis Soto, Jianjun Zhang, Wenjian Qin, Jia Wu

Faculty, Staff and Student Publications

Histopathologic whole-slide images (WSI) are generally considered the gold standard for cancer diagnosis and prognosis. Survival prediction based on WSI has recently attracted substantial attention. Nevertheless, it remains a central challenge owing to the inherent difficulties of predicting patient prognosis and effectively extracting informative survival-specific representations from WSI with highly compounded gigapixels. In this study, we present a fully automated cellular-level dual global fusion pipeline for survival prediction. Specifically, the proposed method first describes the composition of different cell populations on WSI. Then, it generates dimension-reduced WSI-embedded maps, allowing for efficient investigation of the tumor microenvironment. In addition, we introduce …

Kunitz-Type Protease Inhibitor Tfpi2 Remodels Stemness And Immunosuppressive Tumor Microenvironment In Glioblastoma, Lizhi Pang, Madeline Dunterman, Songlin Guo, Fatima Khan, Yang Liu, Erfan Taefi, Atousa Bahrami, Changiz Geula, Wen-Hao Hsu, Craig Horbinski, Charles David James, Peiwen Chen

Faculty, Staff and Student Publications

Glioblastoma (GBM) tumors consist of multiple cell populations, including self-renewing glioblastoma stem cells (GSCs) and immunosuppressive microglia. Here we identified Kunitz-type protease inhibitor TFPI2 as a critical factor connecting these cell populations and their associated GBM hallmarks of stemness and immunosuppression. TFPI2 promotes GSC self-renewal and tumor growth via activation of the c-Jun N-terminal kinase-signal transducer and activator of transcription (STAT)3 pathway. Secreted TFPI2 interacts with its functional receptor CD51 on microglia to trigger the infiltration and immunosuppressive polarization of microglia through activation of STAT6 signaling. Inhibition of the TFPI2-CD51-STAT6 signaling axis activates T cells and synergizes with anti-PD1 therapy …