Biomedical Informatics Commons^™

Cell State Of Origin Impacts Development Of Distinct Endometriosis-Related Ovarian Carcinoma Histotypes, Ian Beddows, Huihui Fan, Karolin Heinze, Benjamin K Johnson, Anna Leonova, Janine Senz, Svetlana Djirackor, Kathleen R Cho, Celeste Leigh Pearce, David G Huntsman, Michael S Anglesio, Hui Shen

Faculty, Staff and Student Publications

Clear cell ovarian carcinoma (CCOC) and endometrioid ovarian carcinoma (ENOC) are ovarian carcinoma histotypes, which are both thought to arise from ectopic endometrial (or endometrial-like) cells through an endometriosis intermediate. How the same cell type of origin gives rise to two morphologically and biologically different histotypes has been perplexing, particularly given that recurrent genetic mutations are common to both and present in nonmalignant precursors. We used RNA transcription analysis to show that the expression profiles of CCOC and ENOC resemble those of normal endometrium at secretory and proliferative phases of the menstrual cycle, respectively. DNA methylation at the promoter of …

Integrated Multi-Omics Analyses Identify Anti-Viral Host Factors And Pathways Controlling Sars-Cov-2 Infection, Jiakai Hou, Yanjun Wei, Jing Zou, Roshni Jaffery, Long Sun, Shaoheng Liang, Ningbo Zheng, Ashley M Guerrero, Nicholas A Egan, Ritu Bohat, Si Chen, Caishang Zheng, Xiaobo Mao, S Stephen Yi, Ken Chen, Daniel J Mcgrail, Nidhi Sahni, Pei-Yong Shi, Yiwen Chen, Xuping Xie, Weiyi Peng

Faculty, Staff and Student Publications

Host anti-viral factors are essential for controlling SARS-CoV-2 infection but remain largely unknown due to the biases of previous large-scale studies toward pro-viral host factors. To fill in this knowledge gap, we perform a genome-wide CRISPR dropout screen and integrate analyses of the multi-omics data of the CRISPR screen, genome-wide association studies, single-cell RNA-Seq, and host-virus proteins or protein/RNA interactome. This study uncovers many host factors that are currently underappreciated, including the components of V-ATPases, ESCRT, and N-glycosylation pathways that modulate viral entry and/or replication. The cohesin complex is also identified as an anti-viral pathway, suggesting an important role of …

Serine Synthesis Via Reversed Shmt2 Activity Drives Glycine Depletion And Acetaminophen Hepatotoxicity In Masld, Alia Ghrayeb, Alexandra C Finney, Bella Agranovich, Daniel Peled, Sumit Kumar Anand, M Peyton Mckinney, Mahasen Sarji, Dongshan Yang, Natan Weissman, Shani Drucker, Sara Isabel Fernandes, Jonatan Fernández-García, Kyle Mahan, Zaid Abassi, Lin Tan, Philip L Lorenzi, James Traylor, Jifeng Zhang, Ifat Abramovich, Y Eugene Chen, Oren Rom, Inbal Mor, Eyal Gottlieb

Faculty, Staff and Student Publications

Metabolic dysfunction-associated steatotic liver disease (MASLD) affects one-third of the global population. Understanding the metabolic pathways involved can provide insights into disease progression and treatment. Untargeted metabolomics of livers from mice with early-stage steatosis uncovered decreased methylated metabolites, suggesting altered one-carbon metabolism. The levels of glycine, a central component of one-carbon metabolism, were lower in mice with hepatic steatosis, consistent with clinical evidence. Stable-isotope tracing demonstrated that increased serine synthesis from glycine via reverse serine hydroxymethyltransferase (SHMT) is the underlying cause for decreased glycine in steatotic livers. Consequently, limited glycine availability in steatotic livers impaired glutathione synthesis under acetaminophen-induced oxidative …

Cell Cycle Arrest Induces Lipid Droplet Formation And Confers Ferroptosis Resistance, Hyemin Lee, Amber Horbath, Lavanya Kondiparthi, Jitendra Kumar Meena, Guang Lei, Shayani Dasgupta, Xiaoguang Liu, Li Zhuang, Pranavi Koppula, Mi Li, Iqbal Mahmud, Bo Wei, Philip L Lorenzi, Khandan Keyomarsi, Masha V Poyurovsky, Kellen Olszewski, Boyi Gan

Faculty, Staff and Student Publications

How cells coordinate cell cycling with cell survival and death remains incompletely understood. Here, we show that cell cycle arrest has a potent suppressive effect on ferroptosis, a form of regulated cell death induced by overwhelming lipid peroxidation at cellular membranes. Mechanistically, cell cycle arrest induces diacylglycerol acyltransferase (DGAT)-dependent lipid droplet formation to sequester excessive polyunsaturated fatty acids (PUFAs) that accumulate in arrested cells in triacylglycerols (TAGs), resulting in ferroptosis suppression. Consequently, DGAT inhibition orchestrates a reshuffling of PUFAs from TAGs to phospholipids and re-sensitizes arrested cells to ferroptosis. We show that some slow-cycling antimitotic drug-resistant cancer cells, such as …

Mutant P53 Gains Oncogenic Functions Through A Chromosomal Instability-Induced Cytosolic Dna Response, Mei Zhao, Tianxiao Wang, Frederico O Gleber-Netto, Zhen Chen, Daniel J Mcgrail, Javier A Gomez, Wutong Ju, Mayur A Gadhikar, Wencai Ma, Li Shen, Qi Wang, Ximing Tang, Sen Pathak, Maria Gabriela Raso, Jared K Burks, Shiaw-Yih Lin, Jing Wang, Asha S Multani, Curtis R Pickering, Junjie Chen, Jeffrey N Myers, Ge Zhou

Faculty, Staff and Student Publications

Inactivating TP53 mutations leads to a loss of function of p53, but can also often result in oncogenic gain-of-function (GOF) of mutant p53 (mutp53) proteins which promotes tumor development and progression. The GOF activities of TP53 mutations are well documented, but the mechanisms involved remain poorly understood. Here, we study the mutp53 interactome and find that by targeting minichromosome maintenance complex components (MCMs), GOF mutp53 predisposes cells to replication stress and chromosomal instability (CIN), leading to a tumor cell-autonomous and cyclic GMP-AMP synthase (cGAS)-stimulator of interferon genes (STING)-dependent cytosolic DNA response that activates downstream non-canonical nuclear factor kappa light chain …

Unraveling The Intercellular Communication Disruption And Key Pathways In Alzheimer’S Disease: An Integrative Study Of Single-Nucleus Transcriptomes And Genetic Association, Andi Liu, Brisa S Fernandes, Citu Citu, Zhongming Zhao

Faculty, Staff and Student Publications

BACKGROUND: Recently, single-nucleus RNA-seq (snRNA-seq) analyses have revealed important cellular and functional features of Alzheimer's disease (AD), a prevalent neurodegenerative disease. However, our knowledge regarding intercellular communication mediated by dysregulated ligand-receptor (LR) interactions remains very limited in AD brains.

METHODS: We systematically assessed the intercellular communication networks by using a discovery snRNA-seq dataset comprising 69,499 nuclei from 48 human postmortem prefrontal cortex (PFC) samples. We replicated the findings using an independent snRNA-seq dataset of 56,440 nuclei from 18 PFC samples. By integrating genetic signals from AD genome-wide association studies (GWAS) summary statistics and whole genome sequencing (WGS) data, we prioritized …

Clonal Hematopoiesis Risk Score And All-Cause And Cardiovascular Mortality In Older Adults, Seyedmohammad Saadatagah, Md Mesbah Uddin, Lachelle D Weeks, Abhishek Niroula, Meng Ru, Koichi Takahashi, Lukasz Gondek, Bing Yu, Alexander G Bick, Benjamin L Ebert, Elizabeth A Platz, Pradeep Natarajan, Christie M Ballantyne

Faculty, Staff and Student Publications

IMPORTANCE: Clonal hematopoiesis (CH) with acquired pathogenic variants in myeloid leukemia driver genes is common in older adults but of unknown prognostic value.

OBJECTIVE: To investigate the prevalence of CH and the utility of the CH risk score (CHRS) in estimating all-cause and disease-specific mortality in older adults with CH.

DESIGN, SETTING, AND PARTICIPANTS: This population-based prospective cohort study involved community-dwelling older adults (aged 67-90 years) without hematologic malignant neoplasms (HMs) who were participants in the Atherosclerosis Risk in Communities Visit 5 at 4 US centers: Forsyth County, North Carolina; Jackson, Mississippi; Minneapolis, Minnesota; and Washington County, Maryland. Samples were …

Preclinical Study And Parallel Phase Ii Trial Evaluating Antisense Stat3 Oligonucleotide And Checkpoint Blockade For Advanced Pancreatic, Non-Small Cell Lung Cancer And Mismatch Repair-Deficient Colorectal Cancer, Chad Tang, Genevieve P Hartley, Coline Couillault, Ying Yuan, Heather Lin, Courtney Nicholas, Anupallavi Srinivasamani, James Dai, Ecaterina E Ileana Dumbrava, Siqing Fu, Daniel D Karp, Aung Naing, Sarina A Piha-Paul, Jordi Rodon Ahnert, Shubham Pant, Vivek Subbiah, Timonthy A Yap, Apostolia M Tsimberidou, Paola Guerrero, Sarah Dhebat, Theresa Proia, Michael A Curran, David S Hong

Faculty, Staff and Student Publications

Objective: To evaluate signal transducer and activator of transcription 3 (STAT3) inhibition we conducted a co-clinical trial testing danvatirsen, a STAT3 antisense oligonucleotide (ASO) and checkpoint inhibition in conjunction with preclinical experiments.

Methods and analysis: Orthotopically implanted pancreatic cancer (pancreatic adenocarcinoma (PDAC)) was treated with STAT3 ASO with immune checkpoint inhibition. Tumour infiltrating immune cell populations were characterised via flow cytometry. In vitro experiments evaluated STAT3 inhibition in pancreatic stellate cells (PSCs) and myeloid-derived suppressor cells (MDSCs).A phase II trial employing a Simon II stage design tested the clinical efficacy of danvatirsen and durvalumab in non-small cell lung cancer (NSCLC), …

Exploratory Pilot Study To Characterize The Immune Landscapes Of Malignant Pleural Effusions And Their Corresponding Primary Tumors From Patients With Breast Carcinoma And Lung Adenocarcinoma, Caddie Laberiano-Fernandez, Qiong Gan, Sophia Mei Wang, Auriole Tamegnon, Ignacio Wistuba, Esther Yoon, Sinchita Roy-Chowdhuri, Edwin Roger Parra

Faculty, Staff and Student Publications

Introduction: Malignant pleural effusion (MPE) is a frequent complication of advanced malignancies. In this pilot study, we characterized the immune landscapes of MPEs, compared them to their primary tumor (PT) samples from breast carcinoma (BC) and lung adenocarcinoma (LADC), and tested the utility of multiplexed image technology in cytological samples.

Materials and methods: We evaluated the immune contexture of 6 BC and 5 LADC MPEs and their PTs using 3 multiplex immunofluorescence panels. We explored the associations between sample characteristics and pleural effusion-free survival.

Results: No MPE samples had positive programmed death-ligand 1 expression in malignant cells, although 3 of …

Incorporating Variable Rbe In Impt Optimization For Ependymoma, Hadis Moazami Goudarzi, Gino Lim, David Grosshans, Radhe Mohan, Wenhua Cao

Faculty, Staff and Student Publications

PURPOSE: To study the dosimetric impact of incorporating variable relative biological effectiveness (RBE) of protons in optimizing intensity-modulated proton therapy (IMPT) treatment plans and to compare it with conventional constant RBE optimization and linear energy transfer (LET)-based optimization.

METHODS: This study included 10 pediatric ependymoma patients with challenging anatomical features for treatment planning. Four plans were generated for each patient according to different optimization strategies: (1) constant RBE optimization (ConstRBEopt) considering standard-of-care dose requirements; (2) LET optimization (LETopt) using a composite cost function simultaneously optimizing dose-averaged LET (LET

RESULTS: We found that the LETopt plans consistently achieved increased LET in …

Association Of Perceived Neighborhood Air Quality Problems With Attempt To Quit Cigarette Smoking: A Cross-Sectional Study In Texas, Monalisa Chandra, Joel Fokom Domgue, Robert Yu, Sanjay Shete

Faculty, Staff and Student Publications

Background: Cigarette smoking is the major preventable cause of premature deaths in the United States. Attempting to quit smoking is an important step toward smoking cessation. Although it has been studied extensively, limited information on the association between attempts to quit smoking and neighborhood air quality problems is available. Therefore, we examined the association between attempts to quit smoking in the past year and perceived neighborhood air quality problems among adult Texans who smoke.

Methods: In 2018, a cross-sectional multistage area probability design-based survey was administered to collect sociodemographic, behavioral, and health-related information from a representative sample of 2050 Texas …

Prevalence And Disparities In Receiving Medical Advice To Quit Tobacco Use In The Us Adult Population, Monalisa Chandra, Rajesh Talluri, Joel Fokom Domgue, Sanjay Shete

Faculty, Staff and Student Publications

Introduction: Evidence suggests that advice from health care professionals (HCP) increases the likelihood of quit attempts and successful quitting of tobacco use. However, previous studies primarily focussed on cigarette smoking and did not include all forms of tobacco products. This study aimed to investigate the prevalence and disparities in receiving HCP's advice to quit tobacco use (combustible or noncombustible) in the US adult population.

Methods: Using the 2022 National Health Information Survey (NHIS) data, we examined 4,424 adults who reported (i) any tobacco product use within the past 12 months and (ii) having seen an HCP within the past 12 …

Placental Co-Transcriptional Activator Vestigial-Like 1 (Vgll1) Drives Tumorigenesis Via Increasing Transcription Of Proliferation And Invasion Genes, Heather M Sonnemann, Barbara Pazdrak, Barbara Nassif, Yimo Sun, Lama Elzohary, Amjad H Talukder, Arjun S Katailiha, Krishna Bhat, Gregory Lizée

Faculty, Staff and Student Publications

Introduction: Vestigial-like 1 (VGLL1) is a co-transcriptional activator that binds to TEA domain-containing transcription factors (TEADs). Its expression is upregulated in a variety of aggressive cancer types, including pancreatic and basal-like breast cancer, and increased transcription of VGLL1 is strongly correlated with poor prognosis and decreased overall patient survival. In normal tissues, VGLL1 is most highly expressed within placental trophoblast cells, which share the common attributes of rapid cellular proliferation and invasion with tumor cells. The impact of VGLL1 in cancer has not been fully elucidated and no VGLL1-targeted therapy currently exists.

Methods: The aim of this study was to …

Crosstalk Between Breast Cancer-Derived Micrornas And Brain Microenvironmental Cells In Breast Cancer Brain Metastasis, Munazza S Khan, Grace L Wong, Chuling Zhuang, Mariana K Najjar, Hui-Wen Lo

Faculty, Staff and Student Publications

Breast cancer is the most frequent malignancy in women, constituting 15.2% of all new cancers diagnosed in the United States. Distant breast cancer metastasis accounts for the majority of breast cancer-related deaths; brain metastasis is the third most common site for metastatic breast cancer but is associated with worst prognosis of approximately eight months of survival. Current treatment options for breast cancer brain metastasis (BCBM) are limited and ineffective. To help identify new and effective therapies for BCBM, it is important to investigate the mechanisms by which breast cancer cells metastasize to the brain and thrive in the brain microenvironment. …

Does Varicocele Repair Improve Conventional Semen Parameters? A Meta-Analytic Study Of Before-After Data, Rossella Cannarella, Rupin Shah, Taha Abo-Almagd Abdel-Meguid Hamoda, Florence Boitrelle, Ramadan Saleh, Murat Gul, Amarnath Rambhatla, Parviz Kavoussi, Tuncay Toprak, Ahmed M Harraz, Edmund Ko, Gökhan Çeker, Damayanthi Durairajanayagam, Noora Alkahidi, Shinnosuke Kuroda, Andrea Crafa, Ralf Henkel, Gianmaria Salvio, Berk Hazir, Mahsa Darbandi, Marion Bendayan, Sara Darbandi, Marco Falcone, Nicolas Garrido, Raghavender Kosgi, Raneen Sawaid Kaiyal, Keshab Karna, Nguyen Ho Vinh Phuoc, Ponco Birowo, Giovanni M Colpi, Jean De La Rosette, Germar-Michael Pinggera, Quang Nguyen, Armand Zini, Wael Zohdy, Rajender Singh, Pallavi Saini, Sidney Glina, Haocheng Lin, Taymour Mostafa, Cesar Rojas-Cruz, Mohamed Arafa, Aldo E Calogero, Fotios Dimitriadis, Priyank Kothari, Vilvapathy Senguttuvan Karthikeyan, Keisuke Okada, Koji Chiba, Ates Kadıoglu, Baris Altay, Tahsin Turunc, Birute Zilaitiene, Fatih Gokalp, Aram Adamyan, Darren Katz, Eric Chung, Tiago Cesar Mierzwa, Daniel Suslik Zylbersztejn, Gustavo Marquesine Paul, Nikolaos Sofikitis, Ioannis Sokolakis, Vineet Malhotra, Sakti Ronggowardhana Brodjonegoro, Ricky Adriansjah, Akira Tsujimura, Toshiyasu Amano, Giancarlo Balercia, Imad Ziouziou, Isaac Ardianson Deswanto, Marlon Martinez, Hyun Jun Park, Mustafa Emre Bakırcıoglu, Erman Ceyhan, Kaan Aydos, Jonathan Ramsay, Suks Minhas, Manaf Al Hashimi, Ramy Abou Ghayda, Nicholas Tadros, Puneet Sindhwani, Christopher C K Ho, Rinaldo Indra Rachman, Marcelo Rodriguez Pena, Ahmad Motawi, Arun Karthik Ponnusamy, Satish Dipankar, Azwar Amir, Saleh Binsaleh, Ege Can Serefoglu, Ravi Banthia, Kareim Khalafalla, Ari Basukarno, Nguyen Hoai Bac, Karun Singla, Rafael F Ambar, Konstantinos Makarounis, Shivam Priyadarshi, Gede Wirya Kusuma Duarsa, Widi Atmoko, Sunil Jindal, Eko Arianto, Hamed Akhavizadegan, Haitham El Bardisi, Ohad Shoshany, Gian Maria Busetto, Mohamad Moussa, Mounir Jamali, Mohamed S Al-Marhoon, Mikhail Ruzaev, Hasan M A Farsi, Shingai Mutambirwa, Dong Sup Lee, Deniz Kulaksiz, Yu-Sheng Cheng, Abderrazak Bouzouita, Selcuk Sarikaya, Hussein Kandil, Georgios Tsampoukas, Ala'a Farkouh, Kasonde Bowa, Missy Savira, Nasser Mogharabian, Tan V Le, Maruto Harjanggi, Dang Tuan Anh, Tran Quang Tien Long, Mohammad Ayodhia Soebadi, Lukman Hakim, Marko Tanic, Umut Cagin Ari, Firuza R Parikh, Gokhan Calik, Vinod Kv, Gyem Dorji, Andri Rezano, Osvaldo Rajmil, Dung Mai Ba Tien, Yiming Yuan, Juan Francisco Lizarraga-Salas, Balantine Eze, Kay Seong Ngoo, Joe Lee, Umut Arslan, Ashok Agarwal, Global Andrology Forum

Faculty, Staff and Student Publications

Purpose: The purpose of this meta-analysis is to study the impact of varicocele repair in the largest cohort of infertile males with clinical varicocele by including all available studies, with no language restrictions, comparing intra-person conventional semen parameters before and after the repair of varicoceles.

Materials and methods: The meta-analysis was performed according to PRISMA-P and MOOSE guidelines. A systematic search was performed in Scopus, PubMed, Cochrane, and Embase databases. Eligible studies were selected according to the PICOS model (Population: infertile male patients with clinical varicocele; Intervention: varicocele repair; Comparison: intra-person before-after varicocele repair; Outcome: conventional semen parameters; Study type: …

Technical Aspects And Clinical Limitations Of Sperm Dna Fragmentation Testing In Male Infertility: A Global Survey, Current Guidelines, And Expert Recommendations, Ashok Agarwal, Ala'a Farkouh, Ramadan Saleh, Taha Abo-Almagd Abdel-Meguid Hamoda, Gianmaria Salvio, Florence Boitrelle, Ahmed M Harraz, Ramy Abou Ghayda, Parviz Kavoussi, Murat Gül, Tuncay Toprak, Giorgio Ivan Russo, Damayanthi Durairajanayagam, Amarnath Rambhatla, Ponco Birowo, Rossella Cannarella, Nguyen Ho Vinh Phuoc, Armand Zini, Mohamed Arafa, Christine Wyns, Kelton Tremellen, Selçuk Sarıkaya, Sheena Lewis, Donald P Evenson, Edmund Ko, Aldo E Calogero, Fahmi Bahar, Marlon Martínez, Rafael F Ambar, Giovanni M Colpi, Mustafa Emre Bakircioglu, Ralf Henkel, Hussein Kandil, Ege Can Serefoglu, Abdullah Alfakhri, Akira Tsujimura, Alireza Kheradmand, 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, Nguyen Quang, Germar-Michael Pinggera, Priyank Kothari, Sava Micic, Sheryl Homa, Tran Quang Tien Long, Wael Zohdy, Widi Atmoko, Wael Ibrahim, Marjan Sabbaghian, Saad Mohammed Abumelha, Eric Chung, Muhammet Rasit Ugur, Mehmet Serkan Ozkent, Osama Selim, Mahsa Darbandi, Shinichiro Fukuhara, Mounir Jamali, Jean De La Rosette, Shinnosuke Kuroda, Ryan P Smith, Aykut Baser, Arif Kalkanli, Nicholas N Tadros, Kaan Aydos, Tiago Cesar Mierzwa, Kareim Khalafalla, Vineet Malhotra, Mohamad Moussa, Federica Finocchi, Rinaldo Indra Rachman, Carlo Giulioni, Tomer Avidor-Reiss, Oguzhan Kahraman, Gökhan Çeker, Cătălina Zenoaga-Barbăroșie, Trenton L Barrett, Mehmet Yilmaz, Ates Kadioglu, Sunil Jindal, Huda Omran, Kadir Bocu, Vilvapathy Senguttuvan Karthikeyan, Giorgio Franco, Jesús Fernando Solorzano, Ranjit B Vishwakarma, Eko Arianto, Nicolas Garrido, Divyanu Jain, Nazim Gherabi, Ioannis Sokolakis, Ayad Palani, Gokhan Calik, Deniz Kulaksiz, Vaida Simanaviciene, Mara Simopoulou, Nur Dokuzeylül Güngör, Gideon Blecher, Marco Falcone, Davor Jezek, Mirko Preto, Edouard Amar, Tan V Le, Sun Tae Ahn, Andri Rezano, Keerti Singh, Lucia Rocco, Missy Savira, Osvaldo Rajmil, Sara Darbandi, Emrullah Sogutdelen, Luca Boeri, Guadalupe Hernández, Lukman Hakim, Yoshiharu Morimoto, Andrian Japari, Nikolaos Sofikitis, Baris Altay, Asli Metin Mahmutoglu, Manaf Al Hashimi, Imad Ziouziou, Christina Anagnostopoulou, Haocheng Lin, Rupin Shah

Faculty, Staff and Student Publications

Purpose: Sperm DNA fragmentation (SDF) is a functional sperm abnormality that can impact reproductive potential, for which four assays have been described in the recently published sixth edition of the WHO laboratory manual for the examination and processing of human semen. The purpose of this study was to examine the global practices related to the use of SDF assays and investigate the barriers and limitations that clinicians face in incorporating these tests into their practice.

Materials and methods: Clinicians managing male infertility were invited to complete an online survey on practices related to SDF diagnostic and treatment approaches. Their responses …

Configuring Thermal Ablation Volumes For Treatment Of Distinct Tumor Shapes: A Repeatability Study Using A Robotic Approach, Milica Bulatović, Jan Hermann, Pascale Tinguely, Iwan Paolucci, Stefan Weber

Faculty, Staff and Student Publications

Objectives: In the current clinical practice of thermal ablation treatment for liver tumors, achieving consistent and effective clinical outcomes across tumors of varying shapes, sizes and locations remains challenging. The aim of this study was to evaluate the repeatability of a novel robotic approach for configurable ablation of distinct tumor shapes and compare it to the standard ablation technique for creating ellipsoidal ablation volumes.

Materials and methods: The repeatability was evaluated in terms of width variability in created ablation volumes. Using a robotic navigation platform, custom ablation profiles configured with power, time, and distance parameters were designed to create four …

Pet Image Denoising Based On Denoising Diffusion Probabilistic Model, Kuang Gong, Keith Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan

Faculty, Staff and Student Publications

Purpose: Due to various physical degradation factors and limited counts received, PET image quality needs further improvements. The denoising diffusion probabilistic model (DDPM) was a distribution learning-based model, which tried to transform a normal distribution into a specific data distribution based on iterative refinements. In this work, we proposed and evaluated different DDPM-based methods for PET image denoising.

Methods: Under the DDPM framework, one way to perform PET image denoising was to provide the PET image and/or the prior image as the input. Another way was to supply the prior image as the network input with the PET image included …

Transcriptomics Analysis Reveals Potential Mechanisms Underlying Mitochondrial Dysfunction And T Cell Exhaustion In Astronauts’ Blood Cells In Space, Maria Moreno-Villanueva, Luis E Jimenez-Chavez, Stephanie Krieger, Liang-Hao Ding, Ye Zhang, Adriana Babiak-Vazquez, Mark Berres, Sandra Splinter, Kristen E Pauken, Brian C Schaefer, Brian E Crucian, Honglu Wu

Faculty, Staff and Student Publications

Introduction: The impact of spaceflight on the immune system and mitochondria has been investigated for decades. However, the molecular mechanisms underlying spaceflight-induced immune dysregulations are still unclear.

Methods: In this study, blood from eleven crewmembers was collected before and during International Space Station (ISS) missions. Transcriptomic analysis was performed in isolated peripheral blood mononuclear cells (PBMCs) using RNA-sequencing. Differentially expresses genes (DEG) in space were determined by comparing of the inflight to the preflight samples. Pathways and statistical analyses of these DEG were performed using the Ingenuity Pathway Analysis (IPA) tool.

Results: In comparison to pre-flight, a total of 2030 …

Tim/Tam Receptors: A Potential Biomarker For Predicting Sensitivity To Zika Virus-Induced Oncolysis In Non-Small Cell Lung Cancers, Shankari Somasekar

Honors Undergraduate Theses

Non-small cell lung cancers (NSCLC) constitute 80-85% of lung cancers and are the leading cause of cancer-related deaths globally. The most common cause is prolonged smoking. Current treatment options for NSCLC include surgery, radiation, chemotherapy, targeted drug therapy, and immunotherapy. Although these medications are effective in the short term, patients often face issues of drug resistance and debilitating side effects with prolonged use. Currently, the use of Zika virus (ZIKV) is being researched as a possible alternative treatment for cancer, which minimizes side effects and the risk of drug resistance. TIM/TAM proteins are identified as the putative ZIKV receptors on …

An Automated Approach For Identifying Erroneous Is-A Relations In Snomed Ct, Ran Hu, Jay Shi, Licong Cui, Rashmie Abeysinghe

Faculty, Staff and Student Publications

SNOMED CT is the most comprehensive clinical terminology employed worldwide and enhancing its accuracy is of utmost importance. In this work, we introduce an automated approach to identifying erroneous IS-A relations in SNOMED CT. We first extract linked concept-pairs from which we generate Term Difference Pairs (TDPs) that contain differences between the concepts. Given a TDP, if the reversed TDP also exists and the number of linked-pairs generating this TDP is less than those generating the reversed TDP, then we suggest the former linked-pairs as potentially erroneous IS-A relations. We applied this approach to the Clinical finding and Procedure subhierarchies …

Xuebijing Improves Intestinal Microcirculation Dysfunction In Septic Rats By Regulating The Vegf-A/Pi3k/Akt Signaling Pathway, A-Ling Tang, Yan Li, Li-Chao Sun, Xiao-Yu Liu, Nan Gao, Sheng-Tao Yan, Guo-Qiang Zhang

Faculty, Staff and Student Publications

BACKGROUND: This study aims to explore whether Xuebijing (XBJ) can improve intestinal microcirculation dysfunction in sepsis and its mechanism.

METHODS: A rat model of sepsis was established by cecal ligation and puncture (CLP). A total of 30 male SD rats were divided into four groups: sham group, CLP group, XBJ + axitinib group, and XBJ group. XBJ was intraperitoneally injected 2 h before CLP. Hemodynamic data (blood pressure and heart rate) were recorded. The intestinal microcirculation data of the rats were analyzed via microcirculation imaging. Enzyme-linked immunosorbent assay (ELISA) kits were used to detect the serum levels of interleukin-6 (IL-6), …

A Transformer-Based Deep Learning Approach For Fairly Predicting Post-Liver Transplant Risk Factors, Can Li, Xiaoqian Jiang, Kai Zhang

Faculty, Staff and Student Publications

Liver transplantation is a life-saving procedure for patients with end-stage liver disease. There are two main challenges in liver transplant: finding the best matching patient for a donor and ensuring transplant equity among different subpopulations. The current MELD scoring system evaluates a patient's mortality risk if not receiving an organ within 90 days. However, the donor-patient matching should also consider post-transplant risk factors, such as cardiovascular disease, chronic rejection, etc., which are all common complications after transplant. Accurate prediction of these risk scores remains a significant challenge. In this study, we used predictive models to solve the above challenges. Specifically, …

Perspectives On Enhancing Clinical Informatics Education In The Artificial Intelligence Era, Hua Min, Xia Jing, Yang Gong, Ping Yu

Faculty, Staff and Student Publications

Objectives: This paper aims to analyze clinical informatic (CI) - a subfield of biomedical and health informatics (BHI) - programs to identify challenges and provide solutions for CI education. Using an online clinical decision support system (CDSS) course as a case study, we demonstrate how these challenges can be addressed. In addition, we discuss the potential impact of generative artificial intelligence (AI), along with the opportunities and risks it presents for CI education.

Methods: This is a perspective paper. The viewpoint analysis is based on a review of formal academic and training programs offered by the American Medical Informatics Association …

Effect Of S-Ketamine On Postoperative Nausea And Vomiting In Patients Undergoing Video-Assisted Thoracic Surgery: A Randomized Controlled Trial, Yu Qi, Meiyan Zhou, Wenting Zheng, Yaqi Dong, Weihua Li, Long Wang, Haijun Xu, Miao Zhang, Dunpeng Yang, Liwei Wang, Hai Zhou

Faculty, Staff and Student Publications

PURPOSE: Postoperative nausea and vomiting (PONV) frequently occur in patients after surgery. In this study, the authors investigated whether perioperative S-ketamine infusion could decrease the incidence of PONV in patients undergoing video-assisted thoracoscopic surgery (VATS) lobectomy.

PATIENTS AND METHODS: This prospective, randomized, double-blinded, controlled study was conducted a total of 420 patients from September 2021 to May 2023 at Xuzhou Central Hospital in China, who underwent elective VATS lobectomy under general anesthesia with tracheal intubation. The patients were randomly assigned to either the S-ketamine group or the control group. The S-ketamine group received a bolus injection of 0.5 mg/kg S-ketamine …

Erratum: Toward Standardization, Harmonization, And Integration Of Social Determinants Of Health Data: A Texas Clinical And Translational Science Award Institutions Collaboration - Corrigendum, Catherine K Craven, Linda Highfield, Mujeeb Basit, Elmer V Bernstam, Byeong Yeob Choi, Robert L Ferrer, Jonathan A Gelfond, Sandi L Pruitt, Vaishnavi Kannan, Paula K Shireman, Heidi Spratt, Kayla J Torres Morales, Chen-Pin Wang, Zhan Wang, Meredith N Zozus, Edward C Sankary, Susanne Schmidt

Faculty, Staff and Student Publications

This corrects the article "Toward standardization, harmonization, and integration of social determinants of health data: A Texas Clinical and Translational Science Award institutions collaboration" in volume 8, e17.

Predicting Endothelium-Dependent Diastolic Function (Fmd)And Its Correlation With The Degree Of Coronary Artery Disease (Cad) And Plaque Vulnerability For Cardiovascular Events, Guangming Zhang, Jing Yang, Hanghang Xing, Hongning Yin, Guoqing Gu

Faculty, Staff and Student Publications

OBJECTIVE: This study aims to investigate the correlation between vascular endothelium-dependent diastolic function (FMD) and the degree of coronary artery disease (CAD), plaque vulnerability, and its predictive value for cardiovascular events.

METHODS: Initially, patients (n=100) who were admitted from January 2020 to January 2021 and intended to undergo percutaneous coronary intervention (PCI) were selected. Further, FMD in all patients was determined before the procedure and divided into a high-FMD group (≥4.2%) and a low-FMD group (

RESULTS: No significant differences were observed concerning general information, number of coronary arteries-associated branches, lesion type, involvement of the left main stem (LM), the …

Protein-Centric Omics Analysis Reveals Circulating Complements Linked To Non-Viral Liver Diseases As Potential Therapeutic Targets, Yingzhou Shi, Hang Dong, Shiwei Sun, Xiaoqin Wu, Jiansong Fang, Jianbo Zhao, Junming Han, Zongyue Li, Huixiao Wu, Luna Liu, Wanhong Wu, Yang Tian, Guandou Yuan, Xiude Fan, Chao Xu

Faculty, Staff and Student Publications

BACKGROUND/AIMS: To evaluate the causal correlation between complement components and non-viral liver diseases and their potential use as druggable targets.

METHODS: We conducted Mendelian randomization (MR) to assess the causal role of circulating complements in the risk of non-viral liver diseases. A complement-centric protein interaction network was constructed to explore biological functions and identify potential therapeutic options.

RESULTS: In the MR analysis, genetically predicted levels of complement C1q C chain (C1QC) were positively associated with the risk of autoimmune hepatitis (odds ratio 1.125, 95% confidence interval 1.018-1.244), while complement factor H-related protein 5 (CFHR5) was positively associated with the risk …

Disentangling Accelerated Cognitive Decline From The Normal Aging Process And Unraveling Its Genetic Components: A Neuroimaging-Based Deep Learning Approach, Yulin Dai, Yu-Chun Hsu, Brisa S Fernandes, Kai Zhang, Xiaoyang Li, Nitesh Enduru, Andi Liu, Astrid M Manuel, Xiaoqian Jiang, Zhongming Zhao, Alzheimer’S Disease Neuroimaging Initiative

Faculty, Staff and Student Publications

BACKGROUND: The progressive cognitive decline, an integral component of Alzheimer's disease (AD), unfolds in tandem with the natural aging process. Neuroimaging features have demonstrated the capacity to distinguish cognitive decline changes stemming from typical brain aging and AD between different chronological points.

OBJECTIVE: To disentangle the normal aging effect from the AD-related accelerated cognitive decline and unravel its genetic components using a neuroimaging-based deep learning approach.

METHODS: We developed a deep-learning framework based on a dual-loss Siamese ResNet network to extract fine-grained information from the longitudinal structural magnetic resonance imaging (MRI) data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) study. …

Preparing Healthcare Education For An Ai-Augmented Future, Jiajie Zhang, Susan H Fenton

Faculty, Staff and Student Publications

Artificial intelligence (AI) fundamentally transforms healthcare education as a knowledge enterprise, creating a distributed cognitive system composed of the human brain, which remains relatively unchanged, and AI-based knowledge and cognitive functions, which have accelerated exponentially in scale and power. Education must focus on developing skills to collaborate with AI and on achieving outcomes like problems solved and discoveries made. Curriculum and education policies also need to adapt to this transformation.