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Full-Text Articles in Biomedical Informatics

First-In-Human Study Of Oleclumab, A Potent, Selective Anti-Cd73 Monoclonal Antibody, Alone Or In Combination With Durvalumab In Patients With Advanced Solid Tumors, Johanna Bendell, Patricia Lorusso, Michael Overman, Anne M Noonan, Dong-Wan Kim, John H Strickler, Sang-We Kim, Stephen Clarke, Thomas J George, Peter S Grimison, Minal Barve, Manik Amin, Jayesh Desai, Trisha Wise-Draper, Steven Eck, Yu Jiang, Anis A Khan, Yuling Wu, Philip Martin, Zachary A Cooper, Nairouz Elgeioushi, Nancy Mueller, Rakesh Kumar, Sandip Pravin Patel Jul 2023

First-In-Human Study Of Oleclumab, A Potent, Selective Anti-Cd73 Monoclonal Antibody, Alone Or In Combination With Durvalumab In Patients With Advanced Solid Tumors, Johanna Bendell, Patricia Lorusso, Michael Overman, Anne M Noonan, Dong-Wan Kim, John H Strickler, Sang-We Kim, Stephen Clarke, Thomas J George, Peter S Grimison, Minal Barve, Manik Amin, Jayesh Desai, Trisha Wise-Draper, Steven Eck, Yu Jiang, Anis A Khan, Yuling Wu, Philip Martin, Zachary A Cooper, Nairouz Elgeioushi, Nancy Mueller, Rakesh Kumar, Sandip Pravin Patel

Faculty, Staff and Student Publications

BACKGROUND: CD73 upregulation in tumors leads to local immunosuppression. This phase I, first-in-human study evaluated oleclumab (MEDI9447), an anti-CD73 human IgG1λ monoclonal antibody, alone or with durvalumab in patients with advanced colorectal cancer (CRC), pancreatic ductal adenocarcinoma (PDAC), or epidermal growth factor receptor-mutant non-small-cell lung cancer (NSCLC).

METHODS: Patients received oleclumab 5-40 mg/kg (dose-escalation) or 40 mg/kg (dose-expansion) intravenously every 2 weeks (Q2W), alone (escalation only) or with durvalumab 10 mg/kg intravenously Q2W.

RESULTS: 192 patients were enrolled, 66 during escalation and 126 (42 CRC, 42 PDAC, 42 NSCLC) during expansion. No dose-limiting toxicities occurred during escalation. In the monotherapy …


Emerging Signaling Regulation Of Sinoatrial Node Dysfunction, Mingjie Zheng, Shannon Erhardt, Yuhan Cao, Jun Wang Jul 2023

Emerging Signaling Regulation Of Sinoatrial Node Dysfunction, Mingjie Zheng, Shannon Erhardt, Yuhan Cao, Jun Wang

Faculty, Staff and Student Publications

PURPOSE OF REVIEW: The sinoatrial node (SAN), the natural pacemaker of the heart, is responsible for generating electrical impulses and initiating each heartbeat. Sinoatrial node dysfunction (SND) causes various arrhythmias such as sinus arrest, SAN block, and tachycardia/bradycardia syndrome. Unraveling the underlying mechanisms of SND is of paramount importance in the pursuit of developing effective therapeutic strategies for patients with SND. This review provides a concise summary of the most recent progress in the signaling regulation of SND.

RECENT FINDINGS: Recent studies indicate that SND can be caused by abnormal intercellular and intracellular signaling, various forms of heart failure (HF), …


Factors Affecting Treatment Adherence Among Leprosy Patients: Perceptions Of Healthcare Providers, Veincent Christian F Pepito, Arianna Maever Loreche, Rae Erica D Samontina, Sarah Jane A Abdon, David Norman L Fuentes, Ofelia P Saniel Jul 2023

Factors Affecting Treatment Adherence Among Leprosy Patients: Perceptions Of Healthcare Providers, Veincent Christian F Pepito, Arianna Maever Loreche, Rae Erica D Samontina, Sarah Jane A Abdon, David Norman L Fuentes, Ofelia P Saniel

Faculty, Staff and Student Publications

BACKGROUND: Treatment adherence is a vital aspect in the management of chronic diseases like leprosy; however, most studies on treatment adherence focus on patients. This study aims to examine the perceptions of healthcare providers on factors that can promote or prevent patients from adhering to treatment.

METHODS: We conducted three focus group discussions (FGDs) with healthcare providers who have at least one year experience in managing leprosy in three large leprosy case-holding hospitals in Metro Manila, Philippines. We audio-recorded, transcribed, translated the FGD proceedings, and analyzed the transcripts thematically to identify patient-intrinsic and patient-extrinsic enablers and barriers to treatment adherence …


Identification Of Unique Α4 Chain Structure And Conserved Antiangiogenic Activity Of Α3nc1 Type Iv Collagen In Zebrafish, Valerie S Lebleu, Jianli Dai, Susan Tsutakawa, Brian A Macdonald, Joseph L Alge, Malin Sund, Liang Xie, Hikaru Sugimoto, John Tainer, Leonard I Zon, Raghu Kalluri Jul 2023

Identification Of Unique Α4 Chain Structure And Conserved Antiangiogenic Activity Of Α3nc1 Type Iv Collagen In Zebrafish, Valerie S Lebleu, Jianli Dai, Susan Tsutakawa, Brian A Macdonald, Joseph L Alge, Malin Sund, Liang Xie, Hikaru Sugimoto, John Tainer, Leonard I Zon, Raghu Kalluri

Faculty, Staff and Student Publications

BACKGROUND: Type IV collagen is an abundant component of basement membranes in all multicellular species and is essential for the extracellular scaffold supporting tissue architecture and function. Lower organisms typically have two type IV collagen genes, encoding α1 and α2 chains, in contrast with the six genes in humans, encoding α1-α6 chains. The α chains assemble into trimeric protomers, the building blocks of the type IV collagen network. The detailed evolutionary conservation of type IV collagen network remains to be studied.

RESULTS: We report on the molecular evolution of type IV collagen genes. The zebrafish α4 non-collagenous (NC1) domain, in …


Characterization Of The Oral Microbiota Among Middle-Aged Men With And Without Human Papillomavirus Infection, Kristina R Dahlstrom, Andrew G Sikora, Yanhong Liu, Chia-Chi Chang, Peng Wei, Erich M Sturgis, Guojun Li Jul 2023

Characterization Of The Oral Microbiota Among Middle-Aged Men With And Without Human Papillomavirus Infection, Kristina R Dahlstrom, Andrew G Sikora, Yanhong Liu, Chia-Chi Chang, Peng Wei, Erich M Sturgis, Guojun Li

Faculty, Staff and Student Publications

OBJECTIVES: To characterize the oral microbiota among middle-aged men and identify differences between men with a prevalent oral high-risk (oncogenic) HPV infection and those without.

MATERIALS AND METHODS: This was a case-control study nested within a prospective screening study for HPV-related cancers among middle-aged men. 16S rRNA sequencing was used to characterize the oral microbiota and the cobas HPV Test was used to detect presence of oral high-risk HPV types. We determined the overall composition of the oral microbiota and assessed differences in relative abundance of bacterial taxa as well as alpha and beta diversity among men with a prevalent …


Proteogenomic Approaches For The Identification Of Nf1/Neurofibromin-Depleted Estrogen Receptor-Positive Breast Cancers For Targeted Treatment, Beom-Jun Kim, Ze-Yi Zheng, Jonathan T Lei, Matthew V Holt, Anran Chen, Jianheng Peng, Diana Fandino, Purba Singh, Hilda Kennedy, Yongchao Dou, María Del Rosario Chica-Parrado, Emmanuel Bikorimana, Dan Ye, Yunguan Wang, Ariella B Hanker, Nada Mohamed, Susan G Hilsenbeck, Bora Lim, Jaya Ruth Asirvatham, Arun Sreekumar, Bing Zhang, George Miles, Meenakshi Anurag, Matthew J Ellis, Eric C Chang Jul 2023

Proteogenomic Approaches For The Identification Of Nf1/Neurofibromin-Depleted Estrogen Receptor-Positive Breast Cancers For Targeted Treatment, Beom-Jun Kim, Ze-Yi Zheng, Jonathan T Lei, Matthew V Holt, Anran Chen, Jianheng Peng, Diana Fandino, Purba Singh, Hilda Kennedy, Yongchao Dou, María Del Rosario Chica-Parrado, Emmanuel Bikorimana, Dan Ye, Yunguan Wang, Ariella B Hanker, Nada Mohamed, Susan G Hilsenbeck, Bora Lim, Jaya Ruth Asirvatham, Arun Sreekumar, Bing Zhang, George Miles, Meenakshi Anurag, Matthew J Ellis, Eric C Chang

Faculty, Staff and Student Publications

NF1 is a key tumor suppressor that represses both RAS and estrogen receptor-α (ER) signaling in breast cancer. Blocking both pathways by fulvestrant (F), a selective ER degrader, together with binimetinib (B), a MEK inhibitor, promotes tumor regression in NF1-depleted ER+ models. We aimed to establish approaches to determine how NF1 protein levels impact B+F treatment response to improve our ability to identify B+F sensitive tumors. We examined a panel of ER+ patient-derived xenograft (PDX) models by DNA and mRNA sequencing and found that more than half of these models carried an NF1 shallow deletion and generally have low mRNA …


Single-Cell Profiling Of Tumor Immune Microenvironment Reveals Immune Irresponsiveness In Gastric Signet-Ring Cell Carcinoma, Jing Chen, Kuai Liu, Yikai Luo, Muxing Kang, Jun Wang, Guofeng Chen, Jia Qi, Wenxuan Wu, Beidi Wang, Yaxuan Han, Le Shi, Kefan Wang, Xiaying Han, Xiaojing Ma, Wei Liu, Yuan Ding, Liangjing Wang, Han Liang, Lie Wang, Jian Chen Jul 2023

Single-Cell Profiling Of Tumor Immune Microenvironment Reveals Immune Irresponsiveness In Gastric Signet-Ring Cell Carcinoma, Jing Chen, Kuai Liu, Yikai Luo, Muxing Kang, Jun Wang, Guofeng Chen, Jia Qi, Wenxuan Wu, Beidi Wang, Yaxuan Han, Le Shi, Kefan Wang, Xiaying Han, Xiaojing Ma, Wei Liu, Yuan Ding, Liangjing Wang, Han Liang, Lie Wang, Jian Chen

Faculty, Staff and Student Publications

Background & aims: Gastric cancer (GC) is a major cancer type characterized by high heterogeneity in both tumor cells and the tumor immune microenvironment (TIME). One intractable GC subtype is gastric signet-ring cell carcinoma (GSRCC), which is associated with poor prognosis. However, it remains unclear what the GSRCC TIME characteristics are and how these characteristics may contribute to clinical outcomes.

Methods: We enrolled 32 patients with advanced GC of diverse subtypes and profiled their TIME using an immune-targeted single-cell profiling strategy, including (1) immune-targeted single-cell RNA sequencing (n = 20 patients) and (2) protein expression profiling by a targeted antibody …


Predicting Benefit From Immune Checkpoint Inhibitors In Patients With Non-Small-Cell Lung Cancer By Ct-Based Ensemble Deep Learning: A Retrospective Study, Maliazurina B Saad, Lingzhi Hong, Muhammad Aminu, Natalie I Vokes, Pingjun Chen, Morteza Salehjahromi, Kang Qin, Sheeba J Sujit, Xuetao Lu, Elliana Young, Qasem Al-Tashi, Rizwan Qureshi, Carol C Wu, Brett W Carter, Steven H Lin, Percy P Lee, Saumil Gandhi, Joe Y Chang, Ruijiang Li, Michael F Gensheimer, Heather A Wakelee, Joel W Neal, Hyun-Sung Lee, Chao Cheng, Vamsidhar Velcheti, Yanyan Lou, Milena Petranovic, Waree Rinsurongkawong, Xiuning Le, Vadeerat Rinsurongkawong, Amy Spelman, Yasir Y Elamin, Marcelo V Negrao, Ferdinandos Skoulidis, Carl M Gay, Tina Cascone, Mara B Antonoff, Boris Sepesi, Jeff Lewis, Ignacio I Wistuba, John D Hazle, Caroline Chung, David Jaffray, Don L Gibbons, Ara Vaporciyan, J Jack Lee, John V Heymach, Jianjun Zhang, Jia Wu Jul 2023

Predicting Benefit From Immune Checkpoint Inhibitors In Patients With Non-Small-Cell Lung Cancer By Ct-Based Ensemble Deep Learning: A Retrospective Study, Maliazurina B Saad, Lingzhi Hong, Muhammad Aminu, Natalie I Vokes, Pingjun Chen, Morteza Salehjahromi, Kang Qin, Sheeba J Sujit, Xuetao Lu, Elliana Young, Qasem Al-Tashi, Rizwan Qureshi, Carol C Wu, Brett W Carter, Steven H Lin, Percy P Lee, Saumil Gandhi, Joe Y Chang, Ruijiang Li, Michael F Gensheimer, Heather A Wakelee, Joel W Neal, Hyun-Sung Lee, Chao Cheng, Vamsidhar Velcheti, Yanyan Lou, Milena Petranovic, Waree Rinsurongkawong, Xiuning Le, Vadeerat Rinsurongkawong, Amy Spelman, Yasir Y Elamin, Marcelo V Negrao, Ferdinandos Skoulidis, Carl M Gay, Tina Cascone, Mara B Antonoff, Boris Sepesi, Jeff Lewis, Ignacio I Wistuba, John D Hazle, Caroline Chung, David Jaffray, Don L Gibbons, Ara Vaporciyan, J Jack Lee, John V Heymach, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

BACKGROUND: Only around 20-30% of patients with non-small-cell lung cancer (NCSLC) have durable benefit from immune-checkpoint inhibitors. Although tissue-based biomarkers (eg, PD-L1) are limited by suboptimal performance, tissue availability, and tumour heterogeneity, radiographic images might holistically capture the underlying cancer biology. We aimed to investigate the application of deep learning on chest CT scans to derive an imaging signature of response to immune checkpoint inhibitors and evaluate its added value in the clinical context.

METHODS: In this retrospective modelling study, 976 patients with metastatic, EGFR/ALK negative NSCLC treated with immune checkpoint inhibitors at MD Anderson and Stanford were enrolled from …


Privacy Preserving Identification Of Population Stratification For Collaborative Genomic Research, Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday Jun 2023

Privacy Preserving Identification Of Population Stratification For Collaborative Genomic Research, Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday

Faculty, Staff and Student Publications

The rapid improvements in genomic sequencing technology have led to the proliferation of locally collected genomic datasets. Given the sensitivity of genomic data, it is crucial to conduct collaborative studies while preserving the privacy of the individuals. However, before starting any collaborative research effort, the quality of the data needs to be assessed. One of the essential steps of the quality control process is population stratification: identifying the presence of genetic difference in individuals due to subpopulations. One of the common methods used to group genomes of individuals based on ancestry is principal component analysis (PCA). In this article, we …


Development Of Photo-Polymerization-Type 3d Printer For High-Viscosity Ceramic Resin Using Cnn-Based Surface Defect Detection, Jin-Kyo Chung, Jeong-Seon Im, Min-Soo Park Jun 2023

Development Of Photo-Polymerization-Type 3d Printer For High-Viscosity Ceramic Resin Using Cnn-Based Surface Defect Detection, Jin-Kyo Chung, Jeong-Seon Im, Min-Soo Park

Faculty, Staff and Student Publications

Due to the high hardness and brittleness of ceramic materials, conventional cutting methods result in poor quality and machining difficulties. Additive manufacturing has also been tried in various ways, but it has many limitations. This study aims to propose a system to monitor surface defects that occur during the printing process based on high-viscosity composite resin that maximizes ceramic powder content in real time using image processing and convolutional neural network (CNN) algorithms. To do so, defects mainly observed on the surface were classified into four types by form: pore, minor, critical, and error, and the effect of each defect …


Co-Targeting Fasn And Mtor Suppresses Uveal Melanoma Growth, Anna Han, Dzmitry Mukha, Vivian Chua, Timothy J Purwin, Manoela Tiago, Bhavik Modasia, Usman Baqai, Jenna L Aumiller, Nelisa Bechtel, Emily Hunter, Meggie Danielson, Mizue Terai, Philip B Wedegaertner, Takami Sato, Solange Landreville, Michael A Davies, Stefan Kurtenbach, J William Harbour, Zachary T Schug, Andrew E Aplin Jun 2023

Co-Targeting Fasn And Mtor Suppresses Uveal Melanoma Growth, Anna Han, Dzmitry Mukha, Vivian Chua, Timothy J Purwin, Manoela Tiago, Bhavik Modasia, Usman Baqai, Jenna L Aumiller, Nelisa Bechtel, Emily Hunter, Meggie Danielson, Mizue Terai, Philip B Wedegaertner, Takami Sato, Solange Landreville, Michael A Davies, Stefan Kurtenbach, J William Harbour, Zachary T Schug, Andrew E Aplin

Faculty, Staff and Student Publications

Uveal melanoma (UM) displays a high frequency of metastasis; however, effective therapies for metastatic UM are limited. Identifying unique metabolic features of UM may provide a potential targeting strategy. A lipid metabolism protein expression signature was induced in a normal choroidal melanocyte (NCM) line transduced with GNAQ (Q209L), a driver in UM growth and development. Consistently, UM cells expressed elevated levels of fatty acid synthase (FASN) compared to NCMs. FASN upregulation was associated with increased mammalian target of rapamycin (mTOR) activation and sterol regulatory element-binding protein 1 (SREBP1) levels. FASN and mTOR inhibitors alone significantly reduced UM cell growth. Concurrent …


A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo Jun 2023

A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo

Faculty, Staff and Student Publications

In TP53 wild-type acute myeloid leukemia (AML), inhibition of MDM2 can enhance p53 protein expression and potentiate leukemic cell apoptosis. MDM2 inhibitor (MDM2i) monotherapy in AML has shown modest responses in clinical trials but combining options of MDM2i with other potent AML-directed agents like cytarabine and venetoclax could improve its efficacy. We conducted a phase I clinical trial (NCT03634228) to study the safety and efficacy of milademetan (an MDM2i) with low-dose cytarabine (LDAC)±venetoclax in adult patients with relapsed refractory (R/R) or newly diagnosed (ND; unfit) TP53 wild-type AML and performed comprehensive CyTOF analyses to interrogate multiple signaling pathways, the p53-MDM2 …


A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo Jun 2023

A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo

Faculty, Staff and Student Publications

In TP53 wild-type acute myeloid leukemia (AML), inhibition of MDM2 can enhance p53 protein expression and potentiate leukemic cell apoptosis. MDM2 inhibitor (MDM2i) monotherapy in AML has shown modest responses in clinical trials but combining options of MDM2i with other potent AML-directed agents like cytarabine and venetoclax could improve its efficacy. We conducted a phase I clinical trial (NCT03634228) to study the safety and efficacy of milademetan (an MDM2i) with low-dose cytarabine (LDAC)±venetoclax in adult patients with relapsed refractory (R/R) or newly diagnosed (ND; unfit) TP53 wild-type AML and performed comprehensive CyTOF analyses to interrogate multiple signaling pathways, …


G Protein-Coupled Receptor-Targeting Antibody-Drug Conjugates: Current Status And Future Directions, Peyton High, Kendra S Carmon Jun 2023

G Protein-Coupled Receptor-Targeting Antibody-Drug Conjugates: Current Status And Future Directions, Peyton High, Kendra S Carmon

Faculty, Staff and Student Publications

In recent years, antibody-drug conjugates (ADCs) have emerged as promising anti-cancer therapeutic agents with several having already received market approval for the treatment of solid tumor and hematological malignancies. As ADC technology continues to improve and the range of indications treatable by ADCs increases, the repertoire of target antigens has expanded and will undoubtedly continue to grow. G protein-coupled receptors (GPCRs) are well-characterized therapeutic targets implicated in many human pathologies, including cancer, and represent a promising emerging target of ADCs. In this review, we will discuss the past and present therapeutic targeting of GPCRs and describe ADCs as therapeutic modalities. …


Role Of Glucose Metabolic Reprogramming In Breast Cancer Progression And Drug Resistance, Pan Lei, Wenzhou Wang, Marisela Sheldon, Yutong Sun, Fan Yao, Li Ma Jun 2023

Role Of Glucose Metabolic Reprogramming In Breast Cancer Progression And Drug Resistance, Pan Lei, Wenzhou Wang, Marisela Sheldon, Yutong Sun, Fan Yao, Li Ma

Faculty, Staff and Student Publications

The involvement of glucose metabolic reprogramming in breast cancer progression, metastasis, and therapy resistance has been increasingly appreciated. Studies in recent years have revealed molecular mechanisms by which glucose metabolic reprogramming regulates breast cancer. To date, despite a few metabolism-based drugs being tested in or en route to clinical trials, no drugs targeting glucose metabolism pathways have yet been approved to treat breast cancer. Here, we review the roles and mechanisms of action of glucose metabolic reprogramming in breast cancer progression and drug resistance. In addition, we summarize the currently available metabolic inhibitors targeting glucose metabolism and discuss the challenges …


Acquisition Of A Lexicon For Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis, Liwei Wang, Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu Jun 2023

Acquisition Of A Lexicon For Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis, Liwei Wang, Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu

Faculty, Staff and Student Publications

BACKGROUND: A patient's family history (FH) information significantly influences downstream clinical care. Despite this importance, there is no standardized method to capture FH information in electronic health records and a substantial portion of FH information is frequently embedded in clinical notes. This renders FH information difficult to use in downstream data analytics or clinical decision support applications. To address this issue, a natural language processing system capable of extracting and normalizing FH information can be used.

OBJECTIVE: In this study, we aimed to construct an FH lexical resource for information extraction and normalization.

METHODS: We exploited a transformer-based method to …


Hdac1 Regulates The Chromatin Landscape To Control Transcriptional Dependencies In Chronic Lymphocytic Leukemia, Tzung-Huei Lai, Hatice Gulcin Ozer, Pierluigi Gasparini, Giovanni Nigita, Rosario Distefano, Lianbo Yu, Janani Ravikrishnan, Selen Yilmaz, Juan Gallegos, Sachet Shukla, Vinay Puduvalli, Jennifer Woyach, Rosa Lapalombella, James Blachly, John C Byrd, Deepa Sampath Jun 2023

Hdac1 Regulates The Chromatin Landscape To Control Transcriptional Dependencies In Chronic Lymphocytic Leukemia, Tzung-Huei Lai, Hatice Gulcin Ozer, Pierluigi Gasparini, Giovanni Nigita, Rosario Distefano, Lianbo Yu, Janani Ravikrishnan, Selen Yilmaz, Juan Gallegos, Sachet Shukla, Vinay Puduvalli, Jennifer Woyach, Rosa Lapalombella, James Blachly, John C Byrd, Deepa Sampath

Faculty, Staff and Student Publications

Chronic lymphocytic leukemia (CLL) is a quiescent B-cell malignancy that depends on transcriptional dysregulation for survival. The histone deacetylases are transcriptional regulators whose role within the regulatory chromatin and consequence on the CLL transcriptome is poorly characterized. Here, we profiled and integrated the genome-wide occupancy of HDAC1, BRD4, H3K27Ac, and H3K9Ac signals with chromatin accessibility, Pol2 occupancy, and target expression signatures in CLL cells. We identified that when HDAC1 was recruited within super-enhancers (SEs) marked by acetylated H3K27 and BRD4, it functioned as a transcriptional activator that drove the de novo expression of select genes to facilitate survival and progression …


Spatial Single-Cell Sequencing Of Meiosis I Arrested Oocytes Indicates Acquisition Of Maternal Transcripts From The Soma, Kenneth A Trimmer, Peisen Zhao, Jacob Seemann, Shin-Yu Chen, Sudip Mondal, Adela Ben-Yakar, Swathi Arur Jun 2023

Spatial Single-Cell Sequencing Of Meiosis I Arrested Oocytes Indicates Acquisition Of Maternal Transcripts From The Soma, Kenneth A Trimmer, Peisen Zhao, Jacob Seemann, Shin-Yu Chen, Sudip Mondal, Adela Ben-Yakar, Swathi Arur

Faculty, Staff and Student Publications

Maternal RNAs are stored from minutes to decades in oocytes throughout meiosis I arrest in a transcriptionally quiescent state. Recent reports, however, propose a role for nascent transcription in arrested oocytes. Whether arrested oocytes launch nascent transcription in response to environmental or hormonal signals while maintaining the meiosis I arrest remains undetermined. We test this by integrating single-cell RNA sequencing, RNA velocity, and RNA fluorescence in situ hybridization on C. elegans meiosis I arrested oocytes. We identify transcripts that increase as the arrested meiosis I oocyte ages, but rule out extracellular signaling through ERK MAPK and nascent transcription as a …


Hyperphosphorylation Of The Group A Streptococcal Control Of Virulence Regulator Increases Promoter Occupancy Specifically At Virulence Factor-Encoding Genes, Nicola Horstmann, Chau Nguyen Tran, Anthony R Flores, Samuel A Shelburne Jun 2023

Hyperphosphorylation Of The Group A Streptococcal Control Of Virulence Regulator Increases Promoter Occupancy Specifically At Virulence Factor-Encoding Genes, Nicola Horstmann, Chau Nguyen Tran, Anthony R Flores, Samuel A Shelburne

Faculty, Staff and Student Publications

The control of virulence two-component gene regulatory system (CovRS) is critical to the pathogenesis of many medically important streptococci. In emm1 group A streptococci (GAS), CovR directly binds the promoters of numerous GAS virulence factor-encoding genes. Elimination of CovS phosphatase activity increases CovR phosphorylation (CovR~P) levels and abrogates GAS virulence. Given the emm type-specific diversity of CovRS function, in this study we used chromatin immunoprecipitation sequencing (ChIP-seq) to define global CovR DNA occupancy in the wild-type emm3 strain MGAS10870 (medium CovR~P) and its CovS phosphatase-negative derivative 10870-CovS-T284A (high CovR~P). In the wild-type emm3 strain, 89% of the previously identified emm1 …


The Long Non-Coding Rna Neat1 Is A Δnp63 Target Gene Modulating Epidermal Differentiation, Claudia Fierro, Veronica Gatti, Veronica La Banca, Sara De Domenico, Stefano Scalera, Giacomo Corleone, Maurizio Fanciulli, Francesca De Nicola, Alessandro Mauriello, Manuela Montanaro, George A Calin, Gerry Melino, Angelo Peschiaroli Jun 2023

The Long Non-Coding Rna Neat1 Is A Δnp63 Target Gene Modulating Epidermal Differentiation, Claudia Fierro, Veronica Gatti, Veronica La Banca, Sara De Domenico, Stefano Scalera, Giacomo Corleone, Maurizio Fanciulli, Francesca De Nicola, Alessandro Mauriello, Manuela Montanaro, George A Calin, Gerry Melino, Angelo Peschiaroli

Faculty, Staff and Student Publications

The transcription factor ΔNp63 regulates epithelial stem cell function and maintains the integrity of stratified epithelial tissues by acting as transcriptional repressor or activator towards a distinct subset of protein-coding genes and microRNAs. However, our knowledge of the functional link between ∆Np63 transcriptional activity and long non-coding RNAs (lncRNAs) expression is quite limited. Here, we show that in proliferating human keratinocytes ∆Np63 represses the expression of the lncRNA NEAT1 by recruiting the histone deacetylase HDAC1 to the proximal promoter of NEAT1 genomic locus. Upon induction of differentiation, ∆Np63 down-regulation is associated by a marked increase of NEAT1 RNA levels, resulting …


Effect Of Ishophloroglucin A Isolated From Ishige Okamurae On In Vitro Osteoclastogenesis And Osteoblastogenesis, Su-Hyeon Cho, Hyun-Soo Kim, Hye-Yeon Jung, Jae-Il Park, You-Jee Jang, Juhee Ahn, Kil-Nam Kim Jun 2023

Effect Of Ishophloroglucin A Isolated From Ishige Okamurae On In Vitro Osteoclastogenesis And Osteoblastogenesis, Su-Hyeon Cho, Hyun-Soo Kim, Hye-Yeon Jung, Jae-Il Park, You-Jee Jang, Juhee Ahn, Kil-Nam Kim

Faculty, Staff and Student Publications

The balance between bone-resorbing osteoclasts and bone-forming osteoblasts is essential for the bone remodeling process. This study aimed to investigate the effect of Ishophloroglucin A (IPA) isolated from Ishige okamurae on the function of osteoclasts and osteoblasts in vitro. First, we demonstrated the effect of IPA on osteoclastogenesis in receptor activator of nuclear factor κB ligand (RANKL)-induced RAW 264.7 cells. IPA inhibited the tartrate-resistant acid phosphatase (TRAP) activity and osteoclast differentiation in RANKL-induced RAW 264.7 cells. Moreover, it inhibited the RANKL-induced osteoclast-related factors, such as TRAP, matrix metalloproteinase-9 (MMP-9), and calcitonin receptor (CTR), and transcription factors, such as nuclear factor …


Diagnostic Accuracy Of Whole Heart Coronary Magnetic Resonance Angiography: A Systematic Review And Meta-Analysis, Shingo Kato, Mai Azuma, Naoki Nakayama, Kazuki Fukui, Masanori Ito, Naka Saito, Nobuyuki Horita, Daisuke Utsunomiya Jun 2023

Diagnostic Accuracy Of Whole Heart Coronary Magnetic Resonance Angiography: A Systematic Review And Meta-Analysis, Shingo Kato, Mai Azuma, Naoki Nakayama, Kazuki Fukui, Masanori Ito, Naka Saito, Nobuyuki Horita, Daisuke Utsunomiya

Faculty, Staff and Student Publications

BACKGROUND: The purpose of this meta-analysis was to comprehensively investigate the diagnostic ability of 1.5 T and 3.0 T whole heart coronary angiography (WHCA) to detect significant coronary artery disease (CAD) on X-ray coronary angiography.

METHODS: A literature search of electronic databases, including PubMed, Web of Science Core Collection, Cochrane advanced search, and EMBASE, was performed to retrieve and integrate articles showing significant CAD detectability of 1.5 and 3.0 T WHCA.

RESULTS: Data from 1899 patients from 34 studies were included in the meta-analysis. 1.5 T WHCA had a summary area under ROC of 0.88 in the patient-based analysis, 0.90 …


Mdm2/P53 Levels In Bone Marrow Mesenchymal Stromal Cells Are Essential For Maintaining The Hematopoietic Niche In Response To Dna Damage, Rasoul Pourebrahim, Rafael Heinz Montoya, Zoe Alaniz, Lauren Ostermann, Patrick P Lin, Bin Liu, Edward Ayoub, Jared K Burks, Michael Andreeff Jun 2023

Mdm2/P53 Levels In Bone Marrow Mesenchymal Stromal Cells Are Essential For Maintaining The Hematopoietic Niche In Response To Dna Damage, Rasoul Pourebrahim, Rafael Heinz Montoya, Zoe Alaniz, Lauren Ostermann, Patrick P Lin, Bin Liu, Edward Ayoub, Jared K Burks, Michael Andreeff

Faculty, Staff and Student Publications

Mesenchymal stromal cells (MSCs) are a key component of the bone marrow (BM) niche, providing essential support required for the maintenance of hematopoietic stem cells. To advance our understanding of physiological functions of p53 and Mdm2 in BM-MSCs, we developed traceable conditional mouse models targeting Mdm2 and/or Trp53 in vivo. We demonstrate that Mdm2 is essential for the emergence, maintenance, and hematopoietic support of BM-MSCs. Mdm2 haploinsufficiency in BM-MSCs resulted in genotoxic stress-associated thrombocytopenia, suggesting a functional role for Mdm2 in hematopoiesis. In a syngeneic mouse model of acute myeloid leukemia (AML), Trp53 deletion in BM-MSCs improved survival, and protected …


Small Molecule Rbi2 Disrupts Ribosome Biogenesis Through Pre-Rrna Depletion, Catherine E Scull, Guy Twa, Yinfeng Zhang, Naiheng J Yang, Robert N Hunter, Corinne E Augelli-Szafran, David A Schneider Jun 2023

Small Molecule Rbi2 Disrupts Ribosome Biogenesis Through Pre-Rrna Depletion, Catherine E Scull, Guy Twa, Yinfeng Zhang, Naiheng J Yang, Robert N Hunter, Corinne E Augelli-Szafran, David A Schneider

Faculty, Staff and Student Publications

Cancer cells are especially sensitive to perturbations in ribosome biogenesis as they rely on finely tuned protein homeostasis to facilitate their rapid growth and proliferation. While ribosome synthesis and cancer have a well-established relationship, ribosome biogenesis has only recently drawn interest as a cancer therapeutic target. In this study, we exploited the relationship between ribosome biogenesis and cancer cell proliferation by using a potent ribosome biogenesis inhibitor, RBI2 (Ribosome Biogenesis Inhibitor 2), to perturb cancer cell growth and viability. We demonstrate herein that RBI2 significantly decreases cell viability in malignant melanoma cells and breast cancer cell lines. Treatment with RBI2 …


Normal Saline Remodels The Omentum And Stimulates Its Receptivity For Transcoelomic Metastasis, Hironari Akasaka, Wonjae Lee, Song Yi Ko, Ernst Lengyel, Honami Naora Jun 2023

Normal Saline Remodels The Omentum And Stimulates Its Receptivity For Transcoelomic Metastasis, Hironari Akasaka, Wonjae Lee, Song Yi Ko, Ernst Lengyel, Honami Naora

Faculty, Staff and Student Publications

The omentum contains immune cell structures called milky spots that are niches for transcoelomic metastasis. It is difficult to remove the omentum completely, and there are no effective strategies to minimize the risk of colonization of preserved omental tissues by cancer cells that circulate in the peritoneal fluid. Normal saline is commonly administered into the peritoneal cavity for diagnostic and intraoperative lavage. Here we show that normal saline, when administered into the peritoneal cavity of mice, is prominently absorbed by the omentum, exfoliates its mesothelium, and induces expression of CX3CL1, the ligand for CX3CR1, within and surrounding the omental vasculature. …


Nanoparticle-Enhanced Proton Beam Immunoradiotherapy Drives Immune Activation And Durable Tumor Rejection, Yun Hu, Sébastien Paris, Narayan Sahoo, Genevieve Bertolet, Qi Wang, Qianxia Wang, Hampartsoum B Barsoumian, Jordan Da Silva, Ailing Huang, Denaha J Doss, David P Pollock, Ethan Hsu, Nanez Selene, Claudia S Kettlun Leyton, Tiffany A Voss, Fatemeh Masrorpour, Shonik Ganjoo, Carola Leuschner, Jordan T Pietz, Nahum Puebla-Osorio, Saumil Gandhi, Quynh-Nhu Nguyen, Jing Wang, Maria Angelica Cortez, James W Welsh Jun 2023

Nanoparticle-Enhanced Proton Beam Immunoradiotherapy Drives Immune Activation And Durable Tumor Rejection, Yun Hu, Sébastien Paris, Narayan Sahoo, Genevieve Bertolet, Qi Wang, Qianxia Wang, Hampartsoum B Barsoumian, Jordan Da Silva, Ailing Huang, Denaha J Doss, David P Pollock, Ethan Hsu, Nanez Selene, Claudia S Kettlun Leyton, Tiffany A Voss, Fatemeh Masrorpour, Shonik Ganjoo, Carola Leuschner, Jordan T Pietz, Nahum Puebla-Osorio, Saumil Gandhi, Quynh-Nhu Nguyen, Jing Wang, Maria Angelica Cortez, James W Welsh

Faculty, Staff and Student Publications

The combination of radiation therapy (RT) and immunotherapy has emerged as a promising treatment option in oncology. Historically, x-ray radiation (XRT) has been the most commonly used form of RT. However, proton beam therapy (PBT) is gaining recognition as a viable alternative, as it has been shown to produce similar outcomes to XRT while minimizing off-target effects. The effects of PBT on the antitumor immune response have only just begun to be described, and to our knowledge no studies to date have examined the effect of PBT as part of a combinatorial immunoradiotherapeutic strategy. Here, using a 2-tumor model of …


Slc7a11 Expression Level Dictates Differential Responses To Oxidative Stress In Cancer Cells, Yuelong Yan, Hongqi Teng, Qinglei Hang, Lavanya Kondiparthi, Guang Lei, Amber Horbath, Xiaoguang Liu, Chao Mao, Shiqi Wu, Li Zhuang, M James You, Masha V Poyurovsky, Li Ma, Kellen Olszewski, Boyi Gan Jun 2023

Slc7a11 Expression Level Dictates Differential Responses To Oxidative Stress In Cancer Cells, Yuelong Yan, Hongqi Teng, Qinglei Hang, Lavanya Kondiparthi, Guang Lei, Amber Horbath, Xiaoguang Liu, Chao Mao, Shiqi Wu, Li Zhuang, M James You, Masha V Poyurovsky, Li Ma, Kellen Olszewski, Boyi Gan

Faculty, Staff and Student Publications

The cystine transporter solute carrier family 7 member 11 (SLC7A11; also called xCT) protects cancer cells from oxidative stress and is overexpressed in many cancers. Here we report a surprising finding that, whereas moderate overexpression of SLC7A11 is beneficial for cancer cells treated with H2O2, a common oxidative stress inducer, its high overexpression dramatically increases H2O2-induced cell death. Mechanistically, high cystine uptake in cancer cells with high overexpression of SLC7A11 in combination with H2O2 treatment results in toxic buildup of intracellular cystine and other disulfide molecules, NADPH depletion, redox system collapse, and rapid cell death (likely disulfidptosis). We further show …


Predictive Roles Of Baseline Stromal Tumor-Infiltrating Lymphocytes And Ki-67 In Pathologic Complete Response In An Early-Stage Triple-Negative Breast Cancer Prospective Trial, Nour Abuhadra, Ryan Sun, Clinton Yam, Gaiane M Rauch, Qingqing Ding, Bora Lim, Alastair M Thompson, Elizabeth A Mittendorf, Beatriz E Adrada, Senthil Damodaran, Kiran Virani, Jason White, Elizabeth Ravenberg, Jia Sun, Jaihee Choi, Rosalind Candelaria, Banu Arun, Naoto T Ueno, Lumarie Santiago, Sadia Saleem, Sausan Abouharb, Rashmi K Murthy, Nuhad Ibrahim, Aysegul Sahin, Vicente Valero, William Fraser Symmans, Jennifer K Litton, Debu Tripathy, Stacy Moulder, Lei Huo Jun 2023

Predictive Roles Of Baseline Stromal Tumor-Infiltrating Lymphocytes And Ki-67 In Pathologic Complete Response In An Early-Stage Triple-Negative Breast Cancer Prospective Trial, Nour Abuhadra, Ryan Sun, Clinton Yam, Gaiane M Rauch, Qingqing Ding, Bora Lim, Alastair M Thompson, Elizabeth A Mittendorf, Beatriz E Adrada, Senthil Damodaran, Kiran Virani, Jason White, Elizabeth Ravenberg, Jia Sun, Jaihee Choi, Rosalind Candelaria, Banu Arun, Naoto T Ueno, Lumarie Santiago, Sadia Saleem, Sausan Abouharb, Rashmi K Murthy, Nuhad Ibrahim, Aysegul Sahin, Vicente Valero, William Fraser Symmans, Jennifer K Litton, Debu Tripathy, Stacy Moulder, Lei Huo

Faculty, Staff and Student Publications

High stromal tumor-infiltrating lymphocytes (sTILs) are associated with improved pathologic complete response (pCR) in triple-negative breast cancer (TNBC). We hypothesize that integrating high sTILs and additional clinicopathologic features associated with pCR could enhance our ability to predict the group of patients on whom treatment de-escalation strategies could be tested. In this prospective early-stage TNBC neoadjuvant chemotherapy study, pretreatment biopsies from 408 patients were evaluated for their clinical and demographic features, as well as biomarkers including sTILs, Ki-67, PD-L1 and androgen receptor. Multivariate logistic regression models were developed to generate a computed response score to predict pCR. The pCR rate for …


Using Ai-Generated Suggestions From Chatgpt To Optimize Clinical Decision Support, Siru Liu, Aileen P Wright, Barron L Patterson, Jonathan P Wanderer, Robert W Turer, Scott D Nelson, Allison B Mccoy, Dean F Sittig, Adam Wright Jun 2023

Using Ai-Generated Suggestions From Chatgpt To Optimize Clinical Decision Support, Siru Liu, Aileen P Wright, Barron L Patterson, Jonathan P Wanderer, Robert W Turer, Scott D Nelson, Allison B Mccoy, Dean F Sittig, Adam Wright

Faculty, Staff and Student Publications

OBJECTIVE: To determine if ChatGPT can generate useful suggestions for improving clinical decision support (CDS) logic and to assess noninferiority compared to human-generated suggestions.

METHODS: We supplied summaries of CDS logic to ChatGPT, an artificial intelligence (AI) tool for question answering that uses a large language model, and asked it to generate suggestions. We asked human clinician reviewers to review the AI-generated suggestions as well as human-generated suggestions for improving the same CDS alerts, and rate the suggestions for their usefulness, acceptance, relevance, understanding, workflow, bias, inversion, and redundancy.

RESULTS: Five clinicians analyzed 36 AI-generated suggestions and 29 human-generated suggestions …


Creating And Activating An Implementation Community To Drive Hpv Vaccine Uptake In Texas: The Role Of An Nci-Designated Cancer Center, Rosalind S Bello, Michael T Walsh, Blake Harper, Charles E Amos, Katherine Oestman, Stephanie Nutt, Marcita Galindez, Kaitlyn Block, Ruth Rechis, Erica M Bednar, Jennifer Tektiridis, Lewis Foxhall, Mark Moreno, Sanjay Shete, Ernest Hawk Jun 2023

Creating And Activating An Implementation Community To Drive Hpv Vaccine Uptake In Texas: The Role Of An Nci-Designated Cancer Center, Rosalind S Bello, Michael T Walsh, Blake Harper, Charles E Amos, Katherine Oestman, Stephanie Nutt, Marcita Galindez, Kaitlyn Block, Ruth Rechis, Erica M Bednar, Jennifer Tektiridis, Lewis Foxhall, Mark Moreno, Sanjay Shete, Ernest Hawk

Faculty, Staff and Student Publications

The University of Texas MD Anderson Cancer Center, a comprehensive cancer center designated by the National Cancer Institute (NCI), defines its service population area as the State of Texas (29.1 M), the second most populous state in the country and the state with the greatest number of uninsured residents in the United States. Consistent with a novel and formal commitment to prevention as part of its core mission, alongside clear opportunities in Texas to drive vaccine uptake, MD Anderson assembled a transdisciplinary team to develop an institutional Framework to increase adolescent HPV vaccination and reduce HPV-related cancer burden. The Framework …