Biomedical Informatics Commons^™

The Collaborative National Quality And Efficacy Registry For Scleroderma: Association Of Medication Use On Gastrointestinal Tract Symptoms In Early Disease And The Importance Of Tobacco Cessation, Sarah Luebker, Tracy M Frech, Shervin Assassi, Jessica K Gordon, Elana J Bernstein, Virginia D Steen, Ami A Shah, Laura K Hummers, Carrie Richardson, Dinesh Khanna, Flavia V Castelino, Lorinda Chung, Faye N Hant, Victoria K Shanmugam, John M Vanburen, Jessica Alvey, Monica Harding, Nora Sandorfi

Faculty, Staff and Student Publications

Objectives: Systemic Sclerosis (SSc) is frequently associated with gastrointestinal tract (GIT) involvement. The Collaborative National Quality and Efficacy Registry (CONQUER) is a US-based collaborative study collecting longitudinal follow up data on SSc patients with less than 5-years disease duration enrolled at Scleroderma centres of excellence. This manuscript presents the GIT natural history and outcomes in relation to other scleroderma manifestations and medication exposures.

Methods: CONQUER participants that had completed a minimum of two serial Scleroderma Clinical Trials Consortium GIT Questionnaires (GIT 2.0) were included in this analysis. Patients were categorised by total GIT 2.0 severity at baseline, and by category …

Mosaic Chromosomal Alterations Are Associated With Increased Lung Cancer Risk: Insight From The Integral-Ilcco Cohort Analysis, Chao Cheng, Wei Hong, Yafang Li, Xiangjun Xiao, James Mckay, Younghun Han, Jinyoung Byun, Bo Peng, Demetrios Albanes, Stephen Lam, Adonina Tardon, Chu Chen, Stig E Bojesen, Maria T Landi, Mattias Johansson, Angela Risch, Heike Bickeböller, H-Erich Wichmann, David C Christiani, Gad Rennert, Susanne Arnold, Gary Goodman, John K Field, Michael P A Davies, Sanjay S Shete, Loic Le Marchand, Geoffrey Liu, Rayjean J Hung, Angeline S Andrew, Lambertus A Kiemeney, Meng Zhu, Hongbing Shen, Shan Zienolddiny, Kjell Grankvist, Mikael Johansson, Angela Cox, Yun-Chul Hong, Jian-Min Yuan, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Paul Brennan, Yong Li, Olga Gorlova, Ivan Gorlov, Christopher I Amos, Integral-Ilcco Lung Cancer Consortium

Faculty, Staff and Student Publications

INTRODUCTION: Mosaic chromosomal alterations (mCAs) detected in white blood cells represent a type of clonal hematopoiesis (CH) that is understudied compared with CH-related somatic mutations. A few recent studies indicated their potential link with nonhematological cancers, especially lung cancer.

METHODS: In this study, we investigated the association between mCAs and lung cancer using the high-density genotyping data from the OncoArray study of INTEGRAL-ILCCO, the largest single genetic study of lung cancer with 18,221 lung cancer cases and 14,825 cancer-free controls.

RESULTS: We identified a comprehensive list of autosomal mCAs, ChrX mCAs, and mosaic ChrY (mChrY) losses from these samples. Autosomal …

Biochemical And Structural Characterization Of The First-Discovered Metazoan Dna Cytosine-N4 Methyltransferase From The Bdelloid Rotifer Adineta Vaga, Jujun Zhou, John R Horton, Gundeep Kaur, Qin Chen, Xuwen Li, Fabian Mendoza, Tao Wu, Robert M Blumenthal, Xing Zhang, Xiaodong Cheng

Faculty, Staff and Student Publications

Much is known about the generation, removal, and roles of 5-methylcytosine (5mC) in eukaryote DNA, and there is a growing body of evidence regarding N6-methyladenine, but very little is known about N4-methylcytosine (4mC) in the DNA of eukaryotes. The gene for the first metazoan DNA methyltransferase generating 4mC (N4CMT) was reported and characterized recently by others, in tiny freshwater invertebrates called bdelloid rotifers. Bdelloid rotifers are ancient, apparently asexual animals, and lack canonical 5mC DNA methyltransferases. Here, we characterize the kinetic properties and structural features of the catalytic domain of the N4CMT protein from the bdelloid rotifer Adineta vaga. We …

A Spatially Resolved Single-Cell Genomic Atlas Of The Adult Human Breast, Tapsi Kumar, Kevin Nee, Runmin Wei, Siyuan He, Quy H Nguyen, Shanshan Bai, Kerrigan Blake, Maren Pein, Yanwen Gong, Emi Sei, Min Hu, Anna K Casasent, Aatish Thennavan, Jianzhuo Li, Tuan Tran, Ken Chen, Benedikt Nilges, Nachiket Kashikar, Oliver Braubach, Bassem Ben Cheikh, Nadya Nikulina, Hui Chen, Mediget Teshome, Brian Menegaz, Huma Javaid, Chandandeep Nagi, Jessica Montalvan, Tatyana Lev, Sharmila Mallya, Delia F Tifrea, Robert Edwards, Erin Lin, Ritesh Parajuli, Summer Hanson, Sebastian Winocour, Alastair Thompson, Bora Lim, Devon A Lawson, Kai Kessenbrock, Nicholas Navin

Faculty, Staff and Student Publications

The adult human breast is comprised of an intricate network of epithelial ducts and lobules that are embedded in connective and adipose tissue1-3. Although most previous studies have focused on the breast epithelial system4-6, many of the non-epithelial cell types remain understudied. Here we constructed the comprehensive Human Breast Cell Atlas (HBCA) at single-cell and spatial resolution. Our single-cell transcriptomics study profiled 714,331 cells from 126 women, and 117,346 nuclei from 20 women, identifying 12 major cell types and 58 biological cell states. These data reveal abundant perivascular, endothelial and immune cell populations, and highly diverse luminal epithelial cell states. …

Outcomes After Definitive Treatment For Cutaneous Angiosarcomas Of The Face And Scalp: Reevaluating The Role Of Surgery And Radiation Therapy, Alison K Yoder, Ahsan S Farooqi, Cort Wernz, Aparna Subramaniam, Vinod Ravi, Ryan Goepfert, Erich M Sturgis, Devarati Mitra, Andrew J Bishop, B Ashleigh Guadagnolo

Faculty, Staff and Student Publications

INTRODUCTION: We investigated outcomes and prognostic factors for patients treated for cutaneous angiosarcoma (CA).

METHODS: We conducted a retrospective review of patients treated for CA of the face and scalp from 1962 to 2019. All received definitive treatment with surgery, radiation (RT), or a combination (S-XRT). The Kaplan-Meier method was used to estimate outcomes. Multivariable analyses were conducted using the Cox proportional hazards model.

RESULTS: For the 143 patients evaluated median follow-up was 33 months. Five-year LC was 51% and worse in patients with tumors >5 cm, multifocal tumors, those treated pre-2000, and with single modality therapy (SMT). These remained …

Inhibition Of Microsomal Prostaglandin E2 Synthase Reduces Collagen Deposition In Melanoma Tumors And May Improve Immunotherapy Efficacy By Reducing T-Cell Exhaustion, Yasunari Fukuda, Sun-Hee Kim, Matias A Bustos, Sung-Nam Cho, Jason Roszik, Jared K Burks, Hong Kim, Dave S B Hoon, Elizabeth A Grimm, Suhendan Ekmekcioglu

Faculty, Staff and Student Publications

The arachidonic acid pathway participates in immunosuppression in various types of cancer. Our previous observation detailed that microsomal prostaglandin E2 synthase 1 (mPGES-1), an enzyme downstream of cyclooxygenase 2 (COX-2), limited antitumor immunity in melanoma; in addition, genetic depletion of mPGES-1 specifically enhanced immune checkpoint blockade therapy. The current study set out to distinguish the roles of mPGES-1 from those of COX-2 in tumor immunity and determine the potential of mPGES-1 inhibitors for reinforcing immunotherapy in melanoma. Genetic deletion of mPGES-1 showed different profiles of prostaglandin metabolites from that of COX-2 deletion. In our syngeneic mouse model, mPGES-1-deficient cells exhibited …

Potential Toxic Elements And Their Carcinogenic And Non-Carcinogenic Risk Assessment In Some Commercially Important Fish Species From A Ramsar Site, Mohammad Belal Hossain, Md Moudud Ahmed, Yeasmin Nahar Jolly, As-Ad Ujjaman Nur, Salma Sultana, Shirin Akter, Jimmy Yu, Bilal Ahamad Paray, Takaomi Arai

Faculty, Staff and Student Publications

Potentially toxic elements (PTEs) such as Hg, As, and Pb have become concentrated in the aquatic ecosystem as a result of increased human activities. However, these substances frequently have synergistic or antagonistic effects on the human body or other animals. As a result, there are concerns world-wide that commercially available food products, especially fish, may be contaminated with hazardous elements. In this study, samples of four selected fishes, Gutum (Lepidocephalichthys guntea), Baim (Macrognathus pancalus), Baila (Glossogobius giuris), Meni (Nandus nandus) were analyzed from one of the largest freshwater wetlands (designed as a …

A Deep Learning Onion Peeling Approach To Measure Oral Epithelium Layer Number, Xinyi Zhang, Frederico O Gleber-Netto, Shidan Wang, Kevin W Jin, Donghan M Yang, Ann M Gillenwater, Jeffrey N Myers, Renata Ferrarotto, Curtis R Pickering, Guanghua Xiao

Faculty, Staff and Student Publications

Head and neck squamous cell carcinoma (HNSCC), specifically in the oral cavity (oral squamous cell carcinoma, OSCC), is a common, complex cancer that significantly affects patients' quality of life. Early diagnosis typically improves prognoses yet relies on pathologist examination of histology images that exhibit high inter- and intra-observer variation. The advent of deep learning has automated this analysis, notably with object segmentation. However, techniques for automated oral dysplasia diagnosis have been limited to shape or cell stain information, without addressing the diagnostic potential in counting the number of cell layers in the oral epithelium. Our study attempts to address this …

Artificial Intelligence Frameworks To Detect And Investigate The Pathophysiology Of Spaceflight Associated Neuro-Ocular Syndrome (Sans), Joshua Ong, Ethan Waisberg, Mouayad Masalkhi, Sharif Amit Kamran, Kemper Lowry, Prithul Sarker, Nasif Zaman, Phani Paladugu, Alireza Tavakkoli, Andrew G Lee

Faculty, Staff and Student Publications

Spaceflight associated neuro-ocular syndrome (SANS) is a unique phenomenon that has been observed in astronauts who have undergone long-duration spaceflight (LDSF). The syndrome is characterized by distinct imaging and clinical findings including optic disc edema, hyperopic refractive shift, posterior globe flattening, and choroidal folds. SANS serves a large barrier to planetary spaceflight such as a mission to Mars and has been noted by the National Aeronautics and Space Administration (NASA) as a high risk based on its likelihood to occur and its severity to human health and mission performance. While it is a large barrier to future spaceflight, the underlying …

The New World Of Rna Diagnostics And Therapeutics, Giovanni Blandino, Roberto Dinami, Marco Marcia, Eleni Anastasiadou, Brid M Ryan, Alina Catalina Palcau, Luigi Fattore, Giulia Regazzo, Rosanna Sestito, Rossella Loria, Ana Belén Díaz Méndez, Maria Chiara Cappelletto, Claudio Pulito, Laura Monteonofrio, George A Calin, Gabriella Sozzi, Jit Kong Cheong, Ranit Aharonov, Gennaro Ciliberto

Faculty, Staff and Student Publications

The 5th Workshop IRE on Translational Oncology was held in Rome (Italy) on 27-28 March at the IRCCS Regina Elena National Cancer Institute. This meeting entitled "The New World of RNA diagnostics and therapeutics" highlightes the significant progress in the RNA field made over the last years. Research moved from pure discovery towards the development of diagnostic biomarkers or RNA-base targeted therapies seeking validation in several clinical trials. Non-coding RNAs in particular have been the focus of this workshop due to their unique properties that make them attractive tools for the diagnosis and therapy of cancer.This report collected the presentations …

Automated Capture And Analysis Of Circulating Tumor Cells In Pediatric, Adolescent And Young Adult Patients With Central Nervous System Tumors, Wafik Zaky, Dristhi Ragoonanan, Izhar Batth, Long Dao, Jian Wang, Xueqing Xia, Najat C Daw, Jonathan B Gill, Soumen Khatua, Shulin Li

Faculty, Staff and Student Publications

Tumors of the central nervous system (CNS) are the most common and lethal childhood malignancy. Detection of residual disease and longitudinal monitoring of treatment response in patients are challenging and rely on serial imaging. This current standard of care fails to detect microscopic disease or provide molecular characteristics of residual tumors. As such, there is dire need for minimally invasive liquid biopsy techniques. We have previously shown the high specificity of using cell surface vimentin (CSV) to identify circulating tumor cells (CTCs) from patients bearing various types of cancers. Here, we describe the first report of CTCs captured from peripheral …

Phosphorylated Nuclear Dicer1 Promotes Open Chromatin State And Lineage Plasticity Of At2 Tumor Cells In Lung Adenocarcinomas, Raisa A Reyes-Castro, Shin-Yu Chen, Jacob Seemann, Samrat T Kundu, Don L Gibbons, Swathi Arur

Faculty, Staff and Student Publications

KRAS/ERK pathway phosphorylates DICER1, causing its nuclear translocation, and phosphomimetic Dicer1 contributes to tumorigenesis in mice. Mechanisms through which phospho-DICER1 regulates tumor progression remain undefined. While DICER1 canonically regulates microRNAs (miRNA) and epithelial-to-mesenchymal transition (EMT), we found that phosphorylated nuclear DICER1 (phospho-nuclear DICER1) promotes late-stage tumor progression in mice with oncogenic Kras, independent of miRNAs and EMT. Instead, we observe that the murine AT2 tumor cells exhibit altered chromatin compaction, and cells from disorganized advanced tumors, but not localized tumors, express gastric genes. Collectively, this results in subpopulations of tumor cells transitioning from a restricted alveolar to a broader …

Federated Generalized Linear Mixed Models For Collaborative Genome-Wide Association Studies, Wentao Li, Han Chen, Xiaoqian Jiang, Arif Harmanci

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Federated association testing is a powerful approach to conduct large-scale association studies where sites share intermediate statistics through a central server. There are, however, several standing challenges. Confounding factors like population stratification should be carefully modeled across sites. In addition, it is crucial to consider disease etiology using flexible models to prevent biases. Privacy protections for participants pose another significant challenge. Here, we propose distributed Mixed Effects Genome-wide Association study (dMEGA), a method that enables federated generalized linear mixed model-based association testing across multiple sites without explicitly sharing genotype and phenotype data. dMEGA employs a reference projection to …

Loss Of Metabolic Fitness Drives Tumor Resistance After Car-Nk Cell Therapy And Can Be Overcome By Cytokine Engineering, Li Li, Vakul Mohanty, Jinzhuang Dou, Yuefan Huang, Pinaki P Banerjee, Qi Miao, Jens G Lohr, Tushara Vijaykumar, Julia Frede, Birgit Knoechel, Luis Muniz-Feliciano, Tamara J Laskowski, Shaoheng Liang, Judy S Moyes, Vandana Nandivada, Rafet Basar, Mecit Kaplan, May Daher, Enli Liu, Ye Li, Sunil Acharya, Paul Lin, Mayra Shanley, Hind Rafei, David Marin, Stephan Mielke, Richard E Champlin, Elizabeth J Shpall, Ken Chen, Katayoun Rezvani

Faculty, Staff and Student Publications

Chimeric antigen receptor (CAR) engineering of natural killer (NK) cells is promising, with early-phase clinical studies showing encouraging responses. However, the transcriptional signatures that control the fate of CAR-NK cells after infusion and factors that influence tumor control remain poorly understood. We performed single-cell RNA sequencing and mass cytometry to study the heterogeneity of CAR-NK cells and their in vivo evolution after adoptive transfer, from the phase of tumor control to relapse. Using a preclinical model of noncurative lymphoma and samples from a responder and a nonresponder patient treated with CAR19/IL-15 NK cells, we observed the emergence of NK cell …

Perspectives In Melanoma: Meeting Report From The Melanoma Bridge (December 1st–3rd, 2022-Naples, Italy), Paolo A Ascierto, Sanjiv S Agarwala, Allison Betof Warner, Marc S Ernstoff, Bernard A Fox, Thomas F Gajewski, Jérôme Galon, Claus Garbe, Brian R Gastman, Jeffrey E Gershenwald, Pawel Kalinski, Michelle Krogsgaard, Rom S Leidner, Roger S Lo, Alexander M Menzies, Olivier Michielin, Poulikos I Poulikakos, Jeffrey S Weber, Corrado Caracò, Iman Osman, Igor Puzanov, Magdalena Thurin

Faculty, Staff and Student Publications

Outcomes for patients with melanoma have improved over the past decade with the clinical development and approval of immunotherapies targeting immune checkpoint receptors such as programmed death-1 (PD-1), programmed death ligand 1 (PD-L1) or cytotoxic T lymphocyte antigen-4 (CTLA-4). Combinations of these checkpoint therapies with other agents are now being explored to improve outcomes and enhance benefit-risk profiles of treatment. Alternative inhibitory receptors have been identified that may be targeted for anti-tumor immune therapy, such as lymphocyte-activation gene-3 (LAG-3), as have several potential target oncogenes for molecularly targeted therapy, such as tyrosine kinase inhibitors. Unfortunately, many patients still progress and …

A Phase Ii Clinical Trial Of Pembrolizumab Efficacy And Safety In Advanced Renal Medullary Carcinoma, Chijioke Nze, Pavlos Msaouel, Mohamed H Derbala, Bettzy Stephen, Abdulrahman Abonofal, Funda Meric-Bernstam, Nizar M Tannir, Aung Naing

Faculty, Staff and Student Publications

Background: Renal medullary carcinoma (RMC) is one of most aggressive renal cell carcinomas and novel therapeutic strategies are therefore needed. Recent comprehensive molecular and immune profiling of RMC tissues revealed a highly inflamed phenotype, suggesting the potential therapeutic role for immune checkpoint therapies. We present the first prospective evaluation of an immune checkpoint inhibitor in a cohort of patients with RMC.

Methods: A cohort of patients with locally advanced or metastatic RMC was treated with pembrolizumab 200 mg intravenously every 21 days in a phase II basket trial (ClinicalTrials.gov: NCT02721732). Responses were assessed by irRECIST. Tumor tissues were evaluated …

Surface-Doped Zinc Gallate Colloidal Nanoparticles Exhibit Ph-Dependent Radioluminescence With Enhancement In Acidic Media, Navadeep Shrivastava, Jessa Guffie, Tamela L Moore, Burak Guzelturk, Amar S Kumbhar, Jianguo Wen, Zhiping Luo

Faculty, Staff and Student Publications

As abnormal acidic pH symbolizes dysfunctions of cells, it is highly desirable to develop pH-sensitive luminescent materials for diagnosing disease and imaging-guided therapy using high-energy radiation. Herein, we explored near-infrared-emitting Cr-doped zinc gallate ZnGa2O4 nanoparticles (NPs) in colloidal solutions with different pH levels under X-ray excitation. Ultrasmall NPs were synthesized via a facile hydrothermal method by controlling the addition of ammonium hydroxide precursor and reaction time, and structural characterization revealed Cr dopants on the surface of NPs. The synthesized NPs exhibited different photoluminescence and radioluminescence mechanisms, confirming the surface distribution of activators. It was observed that the colloidal NPs emit …

Gender Differences In A Mouse Model Of Hepatocellular Carcinoma Revealed Using Multi-Modal Imaging, Brian J Engel, Vincenzo Paolillo, Md Nasir Uddin, Kristyn A Gonzales, Kathryn M Mcginnis, Margie N Sutton, Madhavi Patnana, Brian J Grindel, Gregory J Gores, David Piwnica-Worms, Laura Beretta, Federica Pisaneschi, Seth T Gammon, Steven W Millward

Faculty, Staff and Student Publications

The worldwide incidence of hepatocellular carcinoma (HCC) continues to rise, in part due to poor diet, limited exercise, and alcohol abuse. Numerous studies have suggested that the loss or mutation of PTEN plays a critical role in HCC tumorigenesis through the activation of the PI3K/Akt signaling axis. The homozygous knockout of PTEN in the livers of mice results in the accumulation of fat (steatosis), inflammation, fibrosis, and eventually progression to HCC. This phenotype bears a striking similarity to non-alcoholic steatohepatitis (NASH) which is thought to occupy an intermediate stage between non-alcoholic fatty liver disease (NAFLD), fibrosis, and HCC. The molecular …

Islet: Individual-Specific Reference Panel Recovery Improves Cell-Type-Specific Inference, Hao Feng, Guanqun Meng, Tong Lin, Hemang Parikh, Yue Pan, Ziyi Li, Jeffrey Krischer, Qian Li

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We propose a statistical framework ISLET to infer individual-specific and cell-type-specific transcriptome reference panels. ISLET models the repeatedly measured bulk gene expression data, to optimize the usage of shared information within each subject. ISLET is the first available method to achieve individual-specific reference estimation in repeated samples. Using simulation studies, we show outstanding performance of ISLET in the reference estimation and downstream cell-type-specific differentially expressed genes testing. We apply ISLET to longitudinal transcriptomes profiled from blood samples in a large observational study of young children and confirm the cell-type-specific gene signatures for pancreatic islet autoantibody. ISLET is available at https://bioconductor.org/packages/ISLET …

Tissue-Specific Features Of The T Cell Repertoire After Allogeneic Hematopoietic Cell Transplantation In Human And Mouse, Susan Dewolf, Yuval Elhanati, Katherine Nichols, Nicholas R Waters, Chi L Nguyen, John B Slingerland, Natasia Rodriguez, Olga Lyudovyk, Paul A Giardina, Anastasia I Kousa, Hana Andrlová, Nick Ceglia, Teng Fei, Rajya Kappagantula, Yanyun Li, Nathan Aleynick, Priscilla Baez, Rajmohan Murali, Akimasa Hayashi, Nicole Lee, Brianna Gipson, Madhumitha Rangesa, Zoe Katsamakis, Anqi Dai, Amanda G Blouin, Maria Arcila, Ignas Masilionis, Ronan Chaligne, Doris M Ponce, Heather J Landau, Ioannis Politikos, Roni Tamari, Alan M Hanash, Robert R Jenq, Sergio A Giralt, Kate A Markey, Yanming Zhang, Miguel-Angel Perales, Nicholas D Socci, Benjamin D Greenbaum, Christine A Iacobuzio-Donahue, Travis J Hollmann, Marcel R M Van Den Brink, Jonathan U Peled

Faculty, Staff and Student Publications

T cells are the central drivers of many inflammatory diseases, but the repertoire of tissue-resident T cells at sites of pathology in human organs remains poorly understood. We examined the site-specificity of T cell receptor (TCR) repertoires across tissues (5 to 18 tissues per patient) in prospectively collected autopsies of patients with and without graft-versus-host disease (GVHD), a potentially lethal tissue-targeting complication of allogeneic hematopoietic cell transplantation, and in mouse models of GVHD. Anatomic similarity between tissues was a key determinant of TCR repertoire composition within patients, independent of disease or transplant status. The T cells recovered from peripheral blood …

Comprehensive Analysis Of The Prognostic Significance Of The Trim Family In The Context Of Tp53 Mutations In Cancers, Trung Vu, Annaliese Fowler, Nami Mccarty

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The p53 protein is an important tumor suppressor, and TP53 mutations are frequently associated with poor prognosis in various cancers. Mutations in TP53 result in a loss of p53 function and enhanced expression of cell cycle genes, contributing to the development and progression of cancer. Meanwhile, several tripartite motif (TRIM) proteins are known to regulate cell growth and cell cycle transition. However, the prognostic values between TP53 and TRIM family genes in cancer are unknown. In this study, we analyzed the relationship between the

Impact Of Type Of Induction Therapy On Outcomes In Older Adults With Aml After Allogeneic Stem Cell Transplantation, Nicholas J Short, Faustine Ong, Farhad Ravandi, Graciela Nogueras-Gonzalez, Tapan M Kadia, Naval Daver, Courtney D Dinardo, Marina Konopleva, Gautam Borthakur, Betul Oran, Gheath Al-Atrash, Rohtesh Mehta, Elias J Jabbour, Musa Yilmaz, Ghayas C Issa, Abhishek Maiti, Richard E Champlin, Hagop Kantarjian, Elizabeth J Shpall, Uday Popat

Faculty, Staff and Student Publications

Although venetoclax-based lower-intensity regimens have greatly improved outcomes for older adults with acute myeloid leukemia (AML) who are unfit for intensive chemotherapy, the optimal induction for older patients with newly diagnosed AML who are suitable candidates for hematopoietic stem cell transplant (HSCT) is controversial. We retrospectively analyzed the post HSCT outcomes of 127 patients ≥60 years of age who received induction therapy at our institution with intensive chemotherapy (IC; n = 44), lower-intensity therapy (LIT) without venetoclax (n = 29), or LIT with venetoclax (n = 54) and who underwent allogeneic HSCT in the first remission. The 2-year relapse-free survival …

Agrp Neurons Are Not Indispensable For Body Weight Maintenance In Adult Mice, Jing Cai, Jing Chen, Joshua Ortiz-Guzman, Jessica Huang, Benjamin R Arenkiel, Yuchen Wang, Yan Zhang, Yuyan Shi, Qingchun Tong, Cheng Zhan

Faculty, Staff and Student Publications

In addition to their role in promoting feeding and obesity development, hypothalamic arcuate agouti-related protein/neuropeptide Y (AgRP/NPY) neurons are widely perceived to be indispensable for maintaining normal feeding and body weight in adults, and consistently, acute inhibition of AgRP neurons is known to reduce short-term food intake. Here, we adopted complementary methods to achieve nearly complete ablation of arcuate AgRP/NPY neurons in adult mice and report that lesioning arcuate AgRP/NPY neurons in adult mice causes no apparent alterations in ad libitum feeding or body weight. Consistent with previous studies, loss of AgRP/NPY neurons blunts fasting refeeding. Thus, our studies show …

Dual Targeting Of Cdk4/6 And Bcl-2 Exhibits A Potent Antitumor Effect On Mantle Cell Lymphoma, Yuxuan Che, Yang Liu, Yijing Li, Joseph M Mcintosh, Alexa Jordan, Fangfang Yan, Wei Wang, Lei Nie, Heng-Huan Lee, Jingling Jin, Yixin Yao, Zhongming Zhao, Vivian Changying Jiang, Michael Wang

Faculty, Staff and Student Publications

No abstract provided.

Deep Learning-Based Tem Image Analysis For Fully Automated Detection Of Gold Nanoparticles Internalized Within Tumor Cell, Amrit Kaphle, Sandun Jayarathna, Hem Moktan, Maureen Aliru, Subhiksha Raghuram, Sunil Krishnan, Sang Hyun Cho

Faculty, Staff and Student Publications

Transmission electron microscopy (TEM) imaging can be used for detection/localization of gold nanoparticles (GNPs) within tumor cells. However, quantitative analysis of GNP-containing cellular TEM images typically relies on conventional/thresholding-based methods, which are manual, time-consuming, and prone to human errors. In this study, therefore, deep learning (DL)-based methods were developed for fully automated detection of GNPs from cellular TEM images. Several models of "you only look once (YOLO)" v5 were implemented, with a few adjustments to enhance the model's performance by applying the transfer learning approach, adjusting the size of the input image, and choosing the best optimization algorithm. Seventy-eight original …

Simplified And Highly-Reliable Automated Production Of [8f]Fspg For Clinical Studies, Mai Lin, Robert T Ta, H Charles Manning

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Background: (S)-4-(3-18F-Fluoropropyl)-L-Glutamic Acid ([18F]FSPG) is a positron emission tomography (PET) tracer that specifically targets the cystine/glutamate antiporter (xc-), which is frequently overexpressed in cancer and several neurological disorders. Pilot studies examining the dosimetry and biodistribution of [18F]FSPG in healthy volunteers and tumor detection in patients with non-small cell lung cancer, hepatocellular carcinoma, and brain tumors showed promising results. In particular, low background uptake in the brain, lung, liver, and bowel was observed that further leads to excellent imaging contrasts of [18F]FSPG PET. However, reliable production-scale cGMP-compliant automated procedures for [18F]FSPG production are still lacking to further increase the utility and …

Rad51c-Xrcc3 Structure And Cancer Patient Mutations Define Dna Replication Roles, Michael A Longo, Sunetra Roy, Yue Chen, Karl-Heinz Tomaszowski, Andrew S Arvai, Jordan T Pepper, Rebecca A Boisvert, Selvi Kunnimalaiyaan, Caezanne Keshvani, David Schild, Albino Bacolla, Gareth J Williams, John A Tainer, Katharina Schlacher

Faculty, Staff and Student Publications

RAD51C is an enigmatic predisposition gene for breast, ovarian, and prostate cancer. Currently, missing structural and related functional understanding limits patient mutation interpretation to homology-directed repair (HDR) function analysis. Here we report the RAD51C-XRCC3 (CX3) X-ray co-crystal structure with bound ATP analog and define separable RAD51C replication stability roles informed by its three-dimensional structure, assembly, and unappreciated polymerization motif. Mapping of cancer patient mutations as a functional guide confirms ATP-binding matching RAD51 recombinase, yet highlights distinct CX3 interfaces. Analyses of CRISPR/Cas9-edited human cells with RAD51C mutations combined with single-molecule, single-cell and biophysics measurements uncover discrete CX3 regions for DNA replication …

Longitudinal Diffusion And Volumetric Kinetics Of Head And Neck Cancer Magnetic Resonance On A 15 T Mr-Linear Accelerator Hybrid System: A Prospective R-Ideal Stage 2a Imaging Biomarker Characterization/Pre-Qualification Study, Joint Head And Neck Radiation Therapy-Mri Development Cooperative, Mr-Linac Consortium Head And Neck Tumor Site Group

Faculty, Staff and Student Publications

Objectives: We aim to characterize the serial quantitative apparent diffusion coefficient (ADC) changes of the target disease volume using diffusion-weighted imaging (DWI) acquired weekly during radiation therapy (RT) on a 1.5 T MR-Linac and correlate these changes with tumor response and oncologic outcomes for head and neck squamous cell carcinoma (HNSCC) patients as part of a programmatic R-IDEAL biomarker characterization effort.

Methods:Thirty patients with HNSCC who received curative-intent RT at MD Anderson Cancer Center, were included. Baseline and weekly MRI were obtained, and various ADC parameters were extracted from the regions of interest (ROIs). Baseline and weekly ADC parameters were …

The Impact Framework And Implementation For Accessible In Silico Clinical Phenotyping In The Digital Era, Andrew Wen, Huan He, Sunyang Fu, Sijia Liu, Kurt Miller, Liwei Wang, Kirk E Roberts, Steven D Bedrick, William R Hersh, Hongfang Liu

Faculty, Staff and Student Publications

Clinical phenotyping is often a foundational requirement for obtaining datasets necessary for the development of digital health applications. Traditionally done via manual abstraction, this task is often a bottleneck in development due to time and cost requirements, therefore raising significant interest in accomplishing this task via in-silico means. Nevertheless, current in-silico phenotyping development tends to be focused on a single phenotyping task resulting in a dearth of reusable tools supporting cross-task generalizable in-silico phenotyping. In addition, in-silico phenotyping remains largely inaccessible for a substantial portion of potentially interested users. Here, we highlight the barriers to the usage of in-silico phenotyping …

Non-Invasive Arterial Blood Pressure Measurement And Spo2 Estimation Using Ppg Signal: A Deep Learning Framework, Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I Savitz, Xiaoqian Jiang, Shayan Shams

Faculty, Staff and Student Publications

BACKGROUND: Monitoring blood pressure and peripheral capillary oxygen saturation plays a crucial role in healthcare management for patients with chronic diseases, especially hypertension and vascular disease. However, current blood pressure measurement methods have intrinsic limitations; for instance, arterial blood pressure is measured by inserting a catheter in the artery causing discomfort and infection.

METHOD: Photoplethysmogram (PPG) signals can be collected via non-invasive devices, and therefore have stimulated researchers' interest in exploring blood pressure estimation using machine learning and PPG signals as a non-invasive alternative. In this paper, we propose a Transformer-based deep learning architecture that utilizes PPG signals to conduct …