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Articles 3691 - 3720 of 7044

Full-Text Articles in Biomedical Informatics

Experiences Of Family Communication And Cascade Genetic Testing For Hereditary Cancer In Medically Underserved Populations-A Qualitative Study, Erica M Bednar, J Alejandro Rauh-Hain, Jose J Garcia, Norma De Aguinaga, Mary Anne Powell, Sylvia L Peral, Roni Nitecki, Kirsten Jorgensen, Natasha L Rudy, Karen H Lu, Charles A Leath, Isabel C Scarinci Jan 2024

Experiences Of Family Communication And Cascade Genetic Testing For Hereditary Cancer In Medically Underserved Populations-A Qualitative Study, Erica M Bednar, J Alejandro Rauh-Hain, Jose J Garcia, Norma De Aguinaga, Mary Anne Powell, Sylvia L Peral, Roni Nitecki, Kirsten Jorgensen, Natasha L Rudy, Karen H Lu, Charles A Leath, Isabel C Scarinci

Faculty, Staff and Student Publications

UNLABELLED: We sought to explore the intrafamilial communication and cascade genetic testing (CGT) experiences of patients with hereditary cancer from diverse, medically underserved populations and their relatives. Participants included patients receiving oncology care at an urban, safety net hospital in Texas or comprehensive cancer center in Alabama and their first-degree relatives. In-depth semi-structured qualitative interviews were completed wherein patients shared their experiences with genetic counseling (GC), genetic testing (GT), and communicating their results to relatives. Relatives shared their experiences receiving information from the patient and considering CGT. Interviews were transcribed, coded, and themes were identified. Of 25 participating patients, most …


Class Ii Hla-Drb4 Is A Predictive Biomarker For Survival Following Immunotherapy In Metastatic Non-Small Cell Lung Cancer, Cindy Y Jiang, Lili Zhao, Michael D Green, Shashidhar Ravishankar, Andrea M H Towlerton, Anthony J Scott, Malini Raghavan, Matthew F Cusick, Edus H Warren, Nithya Ramnath Jan 2024

Class Ii Hla-Drb4 Is A Predictive Biomarker For Survival Following Immunotherapy In Metastatic Non-Small Cell Lung Cancer, Cindy Y Jiang, Lili Zhao, Michael D Green, Shashidhar Ravishankar, Andrea M H Towlerton, Anthony J Scott, Malini Raghavan, Matthew F Cusick, Edus H Warren, Nithya Ramnath

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICI) are important treatment options for metastatic non-small cell lung cancer (mNSCLC). However, not all patients benefit from ICIs and can experience immune-related adverse events (irAEs). Limited understanding exists for germline determinants of ICI efficacy and toxicity, but Human Leukocyte Antigen (HLA) genes have emerged as a potential predictive biomarker. We performed HLA typing on 85 patients with mNSCLC, on ICI therapy and analyzed the impact of HLA Class II genotype on progression free survival (PFS), overall survival (OS), and irAEs. Most patients received pembrolizumab (83.5%). HLA-DRB4 genotype was seen in 34/85 (40%) and its presence correlated …


Impact Of Opioid-Free Analgesia On Pain Severity And Patient Satisfaction After Discharge From Surgery: Multispecialty, Prospective Cohort Study In 25 Countries, Tasman Collaborative Jan 2024

Impact Of Opioid-Free Analgesia On Pain Severity And Patient Satisfaction After Discharge From Surgery: Multispecialty, Prospective Cohort Study In 25 Countries, Tasman Collaborative

Faculty, Staff and Student Publications

BACKGROUND: Balancing opioid stewardship and the need for adequate analgesia following discharge after surgery is challenging. This study aimed to compare the outcomes for patients discharged with opioid versus opioid-free analgesia after common surgical procedures.

METHODS: This international, multicentre, prospective cohort study collected data from patients undergoing common acute and elective general surgical, urological, gynaecological, and orthopaedic procedures. The primary outcomes were patient-reported time in severe pain measured on a numerical analogue scale from 0 to 100% and patient-reported satisfaction with pain relief during the first week following discharge. Data were collected by in-hospital chart review and patient telephone interview …


Mir126-Targeted-Nanoparticles Combined With Pi3k/Akt Inhibitor As A New Strategy To Overcome Melanoma Resistance, Maria Beatrice Arasi, Gabriele De Luca, Laura Chronopoulou, Francesca Pedini, Eleonora Petrucci, Michela Flego, Annarita Stringaro, Marisa Colone, Luca Pasquini, Massimo Spada, Valentina Lulli, Maria Chiara Perrotta, George Adrian Calin, Cleofe Palocci, Mauro Biffoni, Federica Felicetti, Nadia Felli Jan 2024

Mir126-Targeted-Nanoparticles Combined With Pi3k/Akt Inhibitor As A New Strategy To Overcome Melanoma Resistance, Maria Beatrice Arasi, Gabriele De Luca, Laura Chronopoulou, Francesca Pedini, Eleonora Petrucci, Michela Flego, Annarita Stringaro, Marisa Colone, Luca Pasquini, Massimo Spada, Valentina Lulli, Maria Chiara Perrotta, George Adrian Calin, Cleofe Palocci, Mauro Biffoni, Federica Felicetti, Nadia Felli

Faculty, Staff and Student Publications

Metastatic melanoma poses significant challenges as a highly lethal disease. Despite the success of molecular targeting using BRAFV600E inhibitors (BRAFis) and immunotherapy, the emergence of early recurrence remains an issue and there is the need for novel therapeutic approaches. This study aimed at creating a targeted delivery system for the oncosuppressor microRNA 126 (miR126) and testing its effectiveness in combination with a phosphatidylinositol 3-kinase (PI3K)/ protein kinase B (AKT) inhibitor for treating metastatic melanoma resistant to BRAFis. To achieve this, we synthesized chitosan nanoparticles containing a chemically modified miR126 sequence. These nanoparticles were further functionalized with an antibody specific to …


Targeting Dna Repair And Survival Signaling In Diffuse Intrinsic Pontine Gliomas To Prevent Tumor Recurrence, Monika Sharma, Ivana Barravecchia, Robert Teis, Jeanette Cruz, Rachel Mumby, Elizabeth K Ziemke, Carlos E Espinoza, Varunkumar Krishnamoorthy, Brian Magnuson, Mats Ljungman, Carl Koschmann, Joya Chandra, Christopher E Whitehead, Judith S Sebolt-Leopold, Stefanie Galban Jan 2024

Targeting Dna Repair And Survival Signaling In Diffuse Intrinsic Pontine Gliomas To Prevent Tumor Recurrence, Monika Sharma, Ivana Barravecchia, Robert Teis, Jeanette Cruz, Rachel Mumby, Elizabeth K Ziemke, Carlos E Espinoza, Varunkumar Krishnamoorthy, Brian Magnuson, Mats Ljungman, Carl Koschmann, Joya Chandra, Christopher E Whitehead, Judith S Sebolt-Leopold, Stefanie Galban

Faculty, Staff and Student Publications

Therapeutic resistance remains a major obstacle to successful clinical management of diffuse intrinsic pontine glioma (DIPG), a high-grade pediatric tumor of the brain stem. In nearly all patients, available therapies fail to prevent progression. Innovative combinatorial therapies that penetrate the blood-brain barrier and lead to long-term control of tumor growth are desperately needed. We identified mechanisms of resistance to radiotherapy, the standard of care for DIPG. On the basis of these findings, we rationally designed a brain-penetrant small molecule, MTX-241F, that is a highly selective inhibitor of EGFR and PI3 kinase family members, including the DNA repair protein DNA-PK. Preliminary …


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 Jan 2024

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 …


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 Jan 2024

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 …


Proteome-Wide Association Study And Functional Validation Identify Novel Protein Markers For Pancreatic Ductal Adenocarcinoma, Jingjing Zhu, Ke Wu, Shuai Liu, Alexandra Masca, Hua Zhong, Tai Yang, Dalia H Ghoneim, Praveen Surendran, Tanxin Liu, Qizhi Yao, Tao Liu, Sarah Fahle, Adam Butterworth, Md Ashad Alam, Jaydutt V Vadgama, Youping Deng, Hong-Wen Deng, Chong Wu, Yong Wu, Lang Wu Jan 2024

Proteome-Wide Association Study And Functional Validation Identify Novel Protein Markers For Pancreatic Ductal Adenocarcinoma, Jingjing Zhu, Ke Wu, Shuai Liu, Alexandra Masca, Hua Zhong, Tai Yang, Dalia H Ghoneim, Praveen Surendran, Tanxin Liu, Qizhi Yao, Tao Liu, Sarah Fahle, Adam Butterworth, Md Ashad Alam, Jaydutt V Vadgama, Youping Deng, Hong-Wen Deng, Chong Wu, Yong Wu, Lang Wu

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) remains a lethal malignancy, largely due to the paucity of reliable biomarkers for early detection and therapeutic targeting. Existing blood protein biomarkers for PDAC often suffer from replicability issues, arising from inherent limitations such as unmeasured confounding factors in conventional epidemiologic study designs. To circumvent these limitations, we use genetic instruments to identify proteins with genetically predicted levels to be associated with PDAC risk. Leveraging genome and plasma proteome data from the INTERVAL study, we established and validated models to predict protein levels using genetic variants. By examining 8,275 PDAC cases and 6,723 controls, we identified …


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 Jan 2024

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 …


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 Jan 2024

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 …


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 Jan 2024

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 …


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 Jan 2024

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 …


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 Jan 2024

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 …


Effect Of Acupuncture Vs Sham Acupuncture On Patients With Poststroke Motor Aphasia: A Randomized Clinical Trial, Boxuan Li, Shizhe Deng, Bifang Zhuo, Bomo Sang, Junjie Chen, Menglong Zhang, Guang Tian, Lili Zhang, Yuzheng Du, Peng Zheng, Gonglei Yue, Zhihong Meng Jan 2024

Effect Of Acupuncture Vs Sham Acupuncture On Patients With Poststroke Motor Aphasia: A Randomized Clinical Trial, Boxuan Li, Shizhe Deng, Bifang Zhuo, Bomo Sang, Junjie Chen, Menglong Zhang, Guang Tian, Lili Zhang, Yuzheng Du, Peng Zheng, Gonglei Yue, Zhihong Meng

Faculty, Staff and Student Publications

IMPORTANCE: Motor aphasia is common among patients with stroke. Acupuncture is recommended as an alternative therapy for poststroke aphasia, but its efficacy remains uncertain.

OBJECTIVE: To investigate the effects of acupuncture on language function, neurological function, and quality of life in patients with poststroke motor aphasia.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter, sham-controlled, randomized clinical trial was conducted in 3 tertiary hospitals in China from October 21, 2019, to November 13, 2021. Adult patients with poststroke motor aphasia were enrolled. Data analysis was performed from February to April 2023.

INTERVENTIONS: Eligible participants were randomly allocated (1:1) to manual acupuncture (MA) …


Prioritizing Clinically Significant Lung Cancer Somatic Mutations For Targeted Therapy Through Efficient Ngs Data Filtering System, Jinlian Wang, Hui Li, Hongfang Liu Jan 2024

Prioritizing Clinically Significant Lung Cancer Somatic Mutations For Targeted Therapy Through Efficient Ngs Data Filtering System, Jinlian Wang, Hui Li, Hongfang Liu

Faculty, Staff and Student Publications

In the realm of lung cancer treatment, where genetic heterogeneity presents formidable challenges, precision oncology demands an exacting approach to identify and hierarchically sort clinically significant somatic mutations. Current Next-Generation Sequencing (NGS) data filtering pipelines, while utilizing various external databases for mutation screening, often fall short in comprehensive integration and flexibility needed to keep pace with the evolving landscape of clinical data. Our study introduces a sophisticated NGS data filtering system, which not only aggregates but effectively synergizes diverse data sources, encompassing genetic variants, gene functions, clinical evidence, and an extensive body of literature. This system is distinguished by a …


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 Jan 2024

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 …


Efficient Classification Of Very High Resolution Images, Mohammad I. Nouyed Jan 2024

Efficient Classification Of Very High Resolution Images, Mohammad I. Nouyed

Graduate Theses, Dissertations, and Problem Reports (ETD)

In recent decades, deep learning approaches have shown significant improvement in various image understanding tasks. However, analysis of high-resolution images remains a major challenge. In this work, we address the challenge of very high-resolution histopathological image (VHRHI) classification using a new information-theoretic discriminative patch selection approach. We show results on a high-resolution image dataset, namely, gigapixel whole slide tissue images for cancer tumors. Then we address how to efficiently classify challenging histopathology images, such as gigapixel whole-slide images for cancer diagnostics with image-level annotation. These ``weak labels'' are applied throughout the image but describe tumor regions of variable sizes and …


Tim/Tam Receptors: A Potential Biomarker For Predicting Sensitivity To Zika Virus-Induced Oncolysis In Non-Small Cell Lung Cancers, Shankari Somasekar Jan 2024

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 …


Advancing Clinical Bacterial Diagnosis: Gram-Stained Whole-Slide Image Classification With Attention-Based Deep Learning, Jack Mcmahon Jan 2024

Advancing Clinical Bacterial Diagnosis: Gram-Stained Whole-Slide Image Classification With Attention-Based Deep Learning, Jack Mcmahon

Computer Science Senior Theses

We introduce a new method for the classification of Gram-stained WSIs. As a test for the diagnosis of blood infections, Gram stains are highly relevant to informing patient treatment. Rapid analysis of Gram stains has been shown to be positively associated with better clinical outcomes, indicating the need for better tools to aid in automatic Gram stain analysis. To date, this area of research has been underexplored, with previous studies relying on the manual patch-level annotation of WSIs to generate training data. This is the first application of a transformer-based model to Gram-stain WSI classification, an approach that is far …


Knowledge, Attitudes, And Practices Among Health Care Professionals In A Tertiary Care Teaching Hospital, Mysuru, Rakesh M, Dr Sunil Kumar D, Dr Shwethashree M, Kodeeswaran M, Aradhya M. Gowda Jan 2024

Knowledge, Attitudes, And Practices Among Health Care Professionals In A Tertiary Care Teaching Hospital, Mysuru, Rakesh M, Dr Sunil Kumar D, Dr Shwethashree M, Kodeeswaran M, Aradhya M. Gowda

Digital Journal of Clinical Medicine

ABSTRACT

Background: Biomedical waste (BMW) refers to waste generated during the diagnosis, treatment, or immunization of humans or animals, posing risks to health and the environment if not managed properly. Proper knowledge, attitudes, and practices (KAP) among healthcare professionals are essential for effective BMW management. This study assessed the KAP of healthcare workers regarding BMW in a tertiary care teaching hospital.

Methods: A cross-sectional study was conducted among 149 healthcare professionals at a private medical college from April 10 to May 10, 2023. Participants were selected using simple random sampling, including consultants, postgraduates, interns, nursing staff, laboratory technicians, and housekeeping …


Pan-Cancer Genomic Characterization Of Human Papillomavirus Associated Tumors, Jeremiah Ray Holt Jan 2024

Pan-Cancer Genomic Characterization Of Human Papillomavirus Associated Tumors, Jeremiah Ray Holt

Theses and Dissertations (ETD)

Infection with high-risk human papillomavirus (HPV) accounts for nearly all cervical cancers (CESC), a subset of other anogenital squamous cancers, and increasing rates of head and neck squamous cell carcinomas (HNSC), with each cancer type having heterogenous outcomes due to a general lack of personalized care. Large scale genomic analyses have catalogued the somatic alterations occurring frequently among squamous tumor types including HNSC and CESC, but few studies have incorporated a thorough analysis of HPV genomics. High-risk HPVs are double-stranded DNA (dsDNA) viruses capable of integrating their genomes into host chromosomes, a phenomenon known to promote HPV-associated cancer formation. HPV …


Evaluation Of Ion Chamber Response For Applications In Electron Flash Radiotherapy, Kevin Liu, Shannon Holmes, Brian Hooten, Emil Schüler, Sam Beddar Jan 2024

Evaluation Of Ion Chamber Response For Applications In Electron Flash Radiotherapy, Kevin Liu, Shannon Holmes, Brian Hooten, Emil Schüler, Sam Beddar

Faculty, Staff and Student Publications

Ion chambers are required for calibration and reference dosimetry applications in radiation therapy (RT). However, exposure of ion chambers in ultra-high dose rate (UHDR) conditions pertinent to FLASH-RT leads to severe saturation and ion recombination, which limits their performance and usability. The purpose of this study was to comprehensively evaluate a set of commonly used commercially available ion chambers in RT, all with different design characteristics, and use this information to produce a prototype ion chamber with improved performance in UHDR conditions as a first step toward ion chambers specific for FLASH-RT. The Advanced Markus and Exradin A10, A26, and …


Gut Microbiome And Hepatic Transcriptomic Determinants Of Hcc Development In Mice With Metabolic Dysfunction-Associated Steatohepatitis, Lillian I Dolapchiev, Kristyn A Gonzales, Lorenzo R Cruz, Mihai Gagea, Heather L Stevenson, Suet-Ying Kwan, Laura Beretta Jan 2024

Gut Microbiome And Hepatic Transcriptomic Determinants Of Hcc Development In Mice With Metabolic Dysfunction-Associated Steatohepatitis, Lillian I Dolapchiev, Kristyn A Gonzales, Lorenzo R Cruz, Mihai Gagea, Heather L Stevenson, Suet-Ying Kwan, Laura Beretta

Faculty, Staff and Student Publications

Purpose: Hepatocellular carcinoma (HCC) related to metabolic dysfunction-associated steatotic liver disease (MASLD) is often diagnosed at a late stage, and its incidence is increasing. Predictive biomarkers are therefore needed to identify individuals at high risk of HCC. We aimed to characterize the gut microbiome and hepatic transcriptome associated with HCC development in female mice with hepatocyte-deletion of Pten (HepPten -). These mice present with large variations in HCC development, making them a powerful model for biomarker discovery.

Methods & results: Sequencing of stool 16S and hepatic RNA was performed on a first set of mice. Among all liver histology …


Protection Against Fibrosis By A Bacterial Consortium In Metabolic Dysfunction-Associated Steatohepatitis And The Role Of Amino Acid Metabolism, Suet-Ying Kwan, Kristyn A Gonzales, Mohamed A Jamal, Heather L Stevenson, Lin Tan, Philip L Lorenzi, P Andrew Futreal, Ernest T Hawk, Joseph B Mccormick, Susan P Fisher-Hoch, Robert R Jenq, Laura Beretta Jan 2024

Protection Against Fibrosis By A Bacterial Consortium In Metabolic Dysfunction-Associated Steatohepatitis And The Role Of Amino Acid Metabolism, Suet-Ying Kwan, Kristyn A Gonzales, Mohamed A Jamal, Heather L Stevenson, Lin Tan, Philip L Lorenzi, P Andrew Futreal, Ernest T Hawk, Joseph B Mccormick, Susan P Fisher-Hoch, Robert R Jenq, Laura Beretta

Faculty, Staff and Student Publications

The gut microbiota drives progression to liver fibrosis, the main determinant of mortality in metabolic dysfunction-associated steatohepatitis (MASH). In this study, we aimed to identify bacterial species associated with protection against liver fibrosis in a high-risk population, and test their potential to protect against liver fibrosis in vivo. Based on stool shotgun metagenomic sequencing of 340 subjects from a population cohort disproportionally affected by MASH, we identified bacterial species from the Bacteroidales and Clostridiales orders associated with reduced risk of liver fibrosis. A bacterial consortium was subsequently tested in a mouse model of MASH, which demonstrated protective effects against …


Quantifying The Effect Of 4-Dimensional Computed Tomography-Based Deformable Dose Accumulation On Representing Radiation Damage For Patients With Locally Advanced Non-Small Cell Lung Cancer Treated With Standard-Fractionated Intensity-Modulated Radiation Therapy, Yulun He, Guillaume Cazoulat, Carol Wu, Stina Svensson, Lusmeralis Almodovar-Abreu, Bastien Rigaud, Emma Mccollum, Christine Peterson, Zachary Wooten, Dong Joo Rhee, Peter Balter, Julianne Pollard-Larkin, Carlos Cardenas, Laurence Court, Zhongxing Liao, Radhe Mohan, Kristy Brock Jan 2024

Quantifying The Effect Of 4-Dimensional Computed Tomography-Based Deformable Dose Accumulation On Representing Radiation Damage For Patients With Locally Advanced Non-Small Cell Lung Cancer Treated With Standard-Fractionated Intensity-Modulated Radiation Therapy, Yulun He, Guillaume Cazoulat, Carol Wu, Stina Svensson, Lusmeralis Almodovar-Abreu, Bastien Rigaud, Emma Mccollum, Christine Peterson, Zachary Wooten, Dong Joo Rhee, Peter Balter, Julianne Pollard-Larkin, Carlos Cardenas, Laurence Court, Zhongxing Liao, Radhe Mohan, Kristy Brock

Faculty, Staff and Student Publications

Purpose: The aim of this study was to investigate the dosimetric and clinical effects of 4-dimensional computed tomography (4DCT)-based longitudinal dose accumulation in patients with locally advanced non-small cell lung cancer treated with standard-fractionated intensity-modulated radiation therapy (IMRT).

Methods and materials: Sixty-seven patients were retrospectively selected from a randomized clinical trial. Their original IMRT plan, planning and verification 4DCTs, and ∼4-month posttreatment follow-up CTs were imported into a commercial treatment planning system. Two deformable image registration algorithms were implemented for dose accumulation, and their accuracies were assessed. The planned and accumulated doses computed using average-intensity images or phase images 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 Jan 2024

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), …


Association Of Preoperative Lung Function With Complications After Lobectomy Using Race-Neutral And Race-Specific Normative Equations, Ajay Sheshadri, Ravi Rajaram, Aaron Baugh, Mario Castro, Arlene M Correa, Felipe Soto, Carrie R Daniel, Liang Li, Scott E Evans, Burton F Dickey, Ara A Vaporciyan, David E Ost Jan 2024

Association Of Preoperative Lung Function With Complications After Lobectomy Using Race-Neutral And Race-Specific Normative Equations, Ajay Sheshadri, Ravi Rajaram, Aaron Baugh, Mario Castro, Arlene M Correa, Felipe Soto, Carrie R Daniel, Liang Li, Scott E Evans, Burton F Dickey, Ara A Vaporciyan, David E Ost

Faculty, Staff and Student Publications

Rationale: Pulmonary function testing (PFT) is performed to aid patient selection before surgical resection for non-small cell lung cancer (NSCLC). The interpretation of PFT data relies on normative equations, which vary by race, but the relative strength of association of lung function using race-specific or race-neutral normative equations with postoperative pulmonary complications is unknown. Objectives: To compare the strength of association of lung function, using race-neutral or race-specific equations, with surgical complications after lobectomy for NSCLC.

Methods: We studied 3,311 patients who underwent lobectomy for NSCLC and underwent preoperative PFT from 2001 to 2021. We used Global Lung Function Initiative …


A Prospective Multi-Centered Registry-Based Observational Study For Patients With Cancer: Design And Rationale For Korean Medicine Cancer Registry (Kmcare), Jee Young Lee, Hayun Jin, Su Bin Park, Eun Hye Kim, Jee-Hyun Yoon, Seong Woo Yoon Jan 2024

A Prospective Multi-Centered Registry-Based Observational Study For Patients With Cancer: Design And Rationale For Korean Medicine Cancer Registry (Kmcare), Jee Young Lee, Hayun Jin, Su Bin Park, Eun Hye Kim, Jee-Hyun Yoon, Seong Woo Yoon

Faculty, Staff and Student Publications

Background: Cancer is one of the leading causes of death in most countries with an expected increased burden on healthcare systems. Since integrative medical treatments are not collected within the scope of existing cancer registries, the establishment of the Korean Medicine Cancer Registry (KMCARE), gathering integrative therapies, including conservative care and Korean medicine, is warranted.

Methods: A prospective observational study based on the registry will be conducted in 5 Korean medical hospitals. A total of 650 eligible participants undergoing Korean medicine treatments within 1 month of a diagnosis of lung, colorectal, stomach, or breast cancer are anticipated to be enrolled …


Influence Of Oral Microbiome On Longitudinal Patterns Of Oral Mucositis Severity In Patients With Squamous Cell Carcinoma Of The Head And Neck, Liangliang Zhang, Erin Marie D San Valentin, Teny M John, Robert R Jenq, Kim-Anh Do, Ehab Y Hanna, Christine B Peterson, Cielito C Reyes-Gibby Jan 2024

Influence Of Oral Microbiome On Longitudinal Patterns Of Oral Mucositis Severity In Patients With Squamous Cell Carcinoma Of The Head And Neck, Liangliang Zhang, Erin Marie D San Valentin, Teny M John, Robert R Jenq, Kim-Anh Do, Ehab Y Hanna, Christine B Peterson, Cielito C Reyes-Gibby

Faculty, Staff and Student Publications

Background: This study investigated the influence of oral microbial features on the trajectory of oral mucositis (OM) in patients with squamous cell carcinoma of the head and neck.

Methods: OM severity was assessed and buccal swabs were collected at baseline, at the initiation of cancer treatment, weekly during cancer treatment, at the termination of cancer treatment, and after cancer treatment termination. The oral microbiome was characterized via the 16S ribosomal RNA V4 region with the Illumina platform. Latent class mixed-model analysis was used to group individuals with similar trajectories of OM severity. Locally estimated scatterplot smoothing was used to fit …


Enhancing Efficacy Of The Mek Inhibitor Trametinib With Paclitaxel In Kras-Mutated Colorectal Cancer, Susmita Ghosh, Fan Fan, Reid Powell, Yong Sung Park, Clifford Stephan, E Scott Kopetz, Lee M Ellis, Rajat Bhattacharya Jan 2024

Enhancing Efficacy Of The Mek Inhibitor Trametinib With Paclitaxel In Kras-Mutated Colorectal Cancer, Susmita Ghosh, Fan Fan, Reid Powell, Yong Sung Park, Clifford Stephan, E Scott Kopetz, Lee M Ellis, Rajat Bhattacharya

Faculty, Staff and Student Publications

Background: KRAS is frequently mutated in the tumors of patients with metastatic colorectal cancer (mCRC) and thus represents a valid target for therapy. However, the strategies of targeting KRAS directly and targeting the downstream effector mitogen-activated protein kinase kinase (MEK) via monotherapies have shown limited efficacy. Thus, there is a strong need for novel, effective combination therapies to improve MEK-inhibitor efficacy in patients with KRAS-mutated mCRC.

Objective: Our objective was to identify novel drug combinations that enhance MEK-inhibitor efficacy in patients with KRAS-mutated mCRC.

Design: In this study, we performed unbiased high-throughput screening (HTS) to identify drugs that …