Biomedical Informatics Commons^™

Targeting Immunosuppressive Ly6c+ Classical Monocytes Reverses Anti-Pd-1/Ctla-4 Immunotherapy Resistance, B Leticia Rodriguez, Limo Chen, Yanli Li, Shucheng Miao, David H Peng, Jared J Fradette, Lixia Diao, Jessica M Konen, Frank R Rojas Alvarez, Luisa M Solis, Xiaohui Yi, Aparna Padhye, Laura A Gibson, Joshua K Ochieng, Xiaofei Zhou, Jing Wang, Don L Gibbons

Faculty, Staff and Student Publications

Introduction: Despite significant clinical advancement with the use of immune checkpoint blockade (ICB) in non-small cell lung cancer (NSCLC) there are still a major subset of patients that develop adaptive/acquired resistance. Understanding resistance mechanisms to ICB is critical to developing new therapeutic strategies and improving patient survival. The dynamic nature of the tumor microenvironment and the mutational load driving tumor immunogenicity limit the efficacy to ICB. Recent studies indicate that myeloid cells are drivers of ICB resistance. In this study we sought to understand which immune cells were contributing to resistance and if we could modify them in a way …

Segmentation Stability Of Human Head And Neck Cancer Medical Images For Radiotherapy Applications Under De-Identification Conditions: Benchmarking Data Sharing And Artificial Intelligence Use-Cases, Jaakko Sahlsten, Kareem A Wahid, Enrico Glerean, Joel Jaskari, Mohamed A Naser, Renjie He, Benjamin H Kann, Antti Mäkitie, Clifton D Fuller, Kimmo Kaski

Faculty, Staff and Student Publications

BACKGROUND: Demand for head and neck cancer (HNC) radiotherapy data in algorithmic development has prompted increased image dataset sharing. Medical images must comply with data protection requirements so that re-use is enabled without disclosing patient identifiers. Defacing, i.e., the removal of facial features from images, is often considered a reasonable compromise between data protection and re-usability for neuroimaging data. While defacing tools have been developed by the neuroimaging community, their acceptability for radiotherapy applications have not been explored. Therefore, this study systematically investigated the impact of available defacing algorithms on HNC organs at risk (OARs).

METHODS: A publicly available dataset …

Editorial: Lipid Droplets And Mitochondria In Metabolic Diseases, Wen Su, Yujing Chi, Yu A An

Faculty, Staff and Student Publications

No abstract provided.

Powerful, Scalable And Resource-Efficient Meta-Analysis Of Rare Variant Associations In Large Whole Genome Sequencing Studies, Xihao Li, Corbin Quick, Hufeng Zhou, Sheila M Gaynor, Yaowu Liu, Han Chen, Margaret Sunitha Selvaraj, Ryan Sun, Rounak Dey, Donna K Arnett, Lawrence F Bielak, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Jennifer A Brody, Brian E Cade, Adolfo Correa, L Adrienne Cupples, Joanne E Curran, Paul S De Vries, Ravindranath Duggirala, Barry I Freedman, Harald H H Göring, Xiuqing Guo, Jeffrey Haessler, Rita R Kalyani, Charles Kooperberg, Brian G Kral, Leslie A Lange, Ani Manichaikul, Lisa W Martin, Stephen T Mcgarvey, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Take Naseri, Jeffrey R O'Connell, Nicholette D Palmer, Patricia A Peyser, Bruce M Psaty, Laura M Raffield, Susan Redline, Alexander P Reiner, Muagututi'a Sefuiva Reupena, Kenneth M Rice, Stephen S Rich, Colleen M Sitlani, Jennifer A Smith, Kent D Taylor, Ramachandran S Vasan, Cristen J Willer, James G Wilson, Lisa R Yanek, Wei Zhao, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Topmed Lipids Working Group, Jerome I Rotter, Pradeep Natarajan, Gina M Peloso, Zilin Li, Xihong Lin

Faculty, Staff and Student Publications

Meta-analysis of whole genome sequencing/whole exome sequencing (WGS/WES) studies provides an attractive solution to the problem of collecting large sample sizes for discovering rare variants associated with complex phenotypes. Existing rare variant meta-analysis approaches are not scalable to biobank-scale WGS data. Here we present MetaSTAAR, a powerful and resource-efficient rare variant meta-analysis framework for large-scale WGS/WES studies. MetaSTAAR accounts for relatedness and population structure, can analyze both quantitative and dichotomous traits and boosts the power of rare variant tests by incorporating multiple variant functional annotations. Through meta-analysis of four lipid traits in 30,138 ancestrally diverse samples from 14 studies of …

Circulating Tumor Dna Sequencing Of Pediatric Solid And Brain Tumor Patients: An Institutional Feasibility Study, Ross Mangum, Jacquelyn Reuther, Koel Sen Baksi, Ilavarasi Gandhi, Ryan C Zabriskie, Alva Recinos, Robin Raesz-Martinez, Frank Y Lin, Samara L Potter, Andrew C Sher, Stephen F Kralik, Carrie A Mohila, Murali M Chintagumpala, Donna Muzny, Jianhong Hu, Richard A Gibbs, Kevin E Fisher, Juan Carlos Bernini, Jonathan Gill, Timothy C Griffin, Gail E Tomlinson, Kelly L Vallance, Sharon E Plon, Angshumoy Roy, D Williams Parsons

Faculty, Staff and Students Publications

The potential of circulating tumor DNA (ctDNA) analysis to serve as a real-time "liquid biopsy" for children with central nervous system (CNS) and non-CNS solid tumors remains to be fully elucidated. We conducted a study to investigate the feasibility and potential clinical utility of ctDNA sequencing in pediatric patients enrolled on an institutional clinical genomics trial. A total of 240 patients had tumor DNA profiling performed during the study period. Plasma samples were collected at study enrollment from 217 patients and then longitudinally from a subset of patients. Successful cell-free DNA extraction and quantification occurred in 216 of 217 (99.5%) …

Cooperation Of Chromatin Remodeling Swi/Snf Complex And Pioneer Factor Ap-1 Shapes 3d Enhancer Landscapes, Bennett K Wolf, Yanding Zhao, Andrew Mccray, William H Hawk, Luke T Deary, Nicholas W Sugiarto, Ian S Lacroix, Scott A Gerber, Chao Cheng, Xiaofeng Wang

Faculty, Staff and Students Publications

The mechanism controlling the dynamic targeting of SWI/SNF has long been postulated to be coordinated by transcription factors (TFs), yet demonstrating a specific TF influence has proven difficult. Here we take a multi-omics approach to interrogate transient SWI/SNF interactors, chromatin targeting and the resulting three-dimensional epigenetic landscape. We utilize the labeling technique TurboID to map the SWI/SNF interactome and identify the activator protein-1 (AP-1) family members as critical interacting partners for SWI/SNF complexes. CUT&RUN profiling demonstrates SWI/SNF targeting enrichment at AP-1 bound loci, as well as SWI/SNF-AP-1 cooperation in chromatin targeting. HiChIP reveals AP-1-SWI/SNF-dependent restructuring of the three-dimensional promoter-enhancer architecture …

Association Of Hearing Loss And Tinnitus Symptoms With Health-Related Quality Of Life Among Long-Term Oropharyngeal Cancer Survivors, Puja Aggarwal, Marc-Elie Nader, Paul W Gidley, Raj Pratihar, Shirin Jivani, Adam S Garden, Frank E Mott, Ryan P Goepfert, Christopher Wallace Ogboe, Camille Charles, Clifton D Fuller, Stephen Y Lai, G Brandon Gunn, Erich M Sturgis, Ehab Y Hanna, Katherine A Hutcheson, Sanjay Shete

Faculty, Staff and Student Publications

BACKGROUND: This study investigated the association of hearing loss and tinnitus with overall health-related quality of life (HRQoL) among long-term oropharyngeal cancer (OPC) survivors.

METHODS: This study included OPC survivors treated between 2000 and 2013 and surveyed from September 2015 to July 2016. Hearing loss and tinnitus were measured by asking survivors to rate their "difficulty with hearing loss and/or ringing in the ears" from 0 (not present) to 10 (as bad as you can imagine). Hearing loss and tinnitus scores were categorized as follows: 0 for none, 1-4 for mild, and 5-10 for moderate to severe. The primary outcome …

Ultrahigh Resolution Lipid Mass Spectrometry Imaging Of High-Grade Serous Ovarian Cancer Mouse Models, Xin Ma, Andro Botros, Sylvia R Yun, Eun Young Park, Olga Kim, Soojin Park, Thu-Huyen Pham, Ruihong Chen, Murugesan Palaniappan, Martin M Matzuk, Jaeyeon Kim, Facundo M Fernández

Faculty, Staff and Students Publications

No effective screening tools for ovarian cancer (OC) exist, making it one of the deadliest cancers among women. Considering that little is known about the detailed progression and metastasis mechanism of OC at a molecular level, it is crucial to gain more insights into how metabolic and signaling alterations accompany its development. Herein, we present a comprehensive study using ultra-high-resolution Fourier transform ion cyclotron resonance matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging (MSI) to investigate the spatial distribution and alterations of lipids in ovarian tissues collected from double knockout (n = 4) and triple mutant mouse models (n …

Sphingolipids In Neurodegenerative Diseases, Xueyang Pan, Debdeep Dutta, Shenzhao Lu, Hugo J Bellen

Faculty, Staff and Students Publications

Neurodegenerative Diseases (NDDs) are a group of disorders that cause progressive deficits of neuronal function. Recent evidence argues that sphingolipid metabolism is affected in a surprisingly broad set of NDDs. These include some lysosomal storage diseases (LSDs), hereditary sensory and autonomous neuropathy (HSAN), hereditary spastic paraplegia (HSP), infantile neuroaxonal dystrophy (INAD), Friedreich’s ataxia (FRDA), as well as some forms of amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD). Many of these diseases have been modeled in Drosophila melanogaster and are associated with elevated levels of ceramides. Similar changes have also been reported in vertebrate cells and mouse models. Here, we …

A Multicenter Cross-Sectional Study In Infants With Congenital Heart Defects Demonstrates High Diagnostic Yield Of Genetic Testing But Variable Evaluation Practices, Matthew D Durbin, Lindsey R Helvaty, Ming Li, William Border, Sara Fitzgerald-Butt, Vidu Garg, Gabrielle C Geddes, Benjamin M Helm, Seema R Lalani, Kim L Mcbride, Alexis Mcentire, Dana K Mitchell, Chaya N Murali, Stephanie B Wechsler, Benjamin J Landis, Stephanie M Ware

Faculty, Staff and Students Publications

PURPOSE: For patients with congenital heart disease (CHD), the most common birth defect, genetic evaluation is not universally accepted, and current practices are anecdotal. Here, we analyzed genetic evaluation practices across centers, determined diagnostic yield of testing, and identified phenotypic features associated with abnormal results.

METHODS: This is a multicenter cross-sectional study of 5 large children's hospitals, including 2899 children ≤14 months undergoing surgical repair for CHD from 2013 to 2016, followed by multivariate logistics regression analysis.

RESULTS: Genetic testing occurred in 1607 of 2899 patients (55%). Testing rates differed highly between institutions (42%-78%, P < .001). Choice of testing modality also differed across institutions (ie, chromosomal microarray, 26%-67%, P < .001). Genetic testing was abnormal in 702 of 1607 patients (44%), and no major phenotypic feature drove diagnostic yield. Only 849 patients were seen by geneticists (29%), ranging across centers (15%-52%, P < .001). Geneticist consultation associated with increased genetic testing yield (odds ratio: 5.7, 95% CI 4.33-7.58, P < .001).

CONCLUSION: Genetics …

Differential Regulation Of Skeletal Stem/Progenitor Cells In Distinct Skeletal Compartments, Jea Giezl Niedo Solidum, Youngjae Jeong, Francisco Heralde, Dongsu Park

Faculty, Staff and Students Publications

Skeletal stem/progenitor cells (SSPCs), characterized by self-renewal and multipotency, are essential for skeletal development, bone remodeling, and bone repair. These cells have traditionally been known to reside within the bone marrow, but recent studies have identified the presence of distinct SSPC populations in other skeletal compartments such as the growth plate, periosteum, and calvarial sutures. Differences in the cellular and matrix environment of distinct SSPC populations are believed to regulate their stemness and to direct their roles at different stages of development, homeostasis, and regeneration; differences in embryonic origin and adjacent tissue structures also affect SSPC regulation. As these SSPC …

Ageing And Rejuvenation Of Tissue Stem Cells And Their Niches, Anne Brunet, Margaret A Goodell, Thomas A Rando

Faculty, Staff and Students Publications

Most adult organs contain regenerative stem cells, often organized in specific niches. Stem cell function is critical for tissue homeostasis and repair upon injury, and it is dependent on interactions with the niche. During ageing, stem cells decline in their regenerative potential and ability to give rise to differentiated cells in the tissue, which is associated with a deterioration of tissue integrity and health. Ageing-associated changes in regenerative tissue regions include defects in maintenance of stem cell quiescence, differentiation ability and bias, clonal expansion and infiltration of immune cells in the niche. In this Review, we discuss cellular and molecular …

Factors Associated With Nonsyndromic Anotia And Microtia, Texas, 1999–2014, Jeremy M Schraw, J P Woodhouse, Renata H Benjamin, Charles J Shumate, Joanne Nguyen, Mark A Canfield, A J Agopian, Philip J Lupo

Faculty, Staff and Students Publications

BACKGROUND: Few risk factors have been identified for nonsyndromic anotia/microtia (A/M).

METHODS: We obtained data on cases and a reference population of all livebirths in Texas for 1999-2014 from the Texas Birth Defects Registry (TBDR) and Texas vital records. We estimated prevalence ratios (PRs) and 95% confidence intervals (CIs) for A/M (any, isolated, nonisolated, unilateral, and bilateral) using Poisson regression. We evaluated trends in prevalence rates using Joinpoint regression.

RESULTS: We identified 1,322 cases, of whom 982 (74.3%) had isolated and 1,175 (88.9%) had unilateral A/M. Prevalence was increased among males (PR: 1.3, 95% CI: 1.2-1.4), offspring of women with …

Gene Expression Profiles In Cancers And Their Therapeutic Implications, Chad J Creighton

Faculty, Staff and Students Publications

The vast amount of gene expression profiling data of bulk tumors and cell lines available in the public domain represents a tremendous resource. For any major cancer type, expression data can identify molecular subtypes, predict patient outcome, identify markers of therapeutic response, determine the functional consequences of somatic mutation, and elucidate the biology of metastatic and advanced cancers. This review provides a broad overview of gene expression profiling in cancer (which may include transcriptome and proteome levels) and the types of findings made using these data. This review also provides specific examples of accessing public cancer gene expression data sets …

Evaluating The Proportion Of Isolated Cases Among A Spectrum Of Birth Defects In A Population-Based Registry, Peter H Langlois, Lisa Marengo, Philip J Lupo, Margaret Drummond-Borg, A J Agopian, Wendy N Nembhard, Mark A Canfield

Faculty, Staff and Students Publications

INTRODUCTION: Because the etiology and outcomes of birth defects may differ by the presence vs. absence of co-occurring anomalies, epidemiologic studies often attempt to classify cases into isolated versus non-isolated groupings. This report describes a computer algorithm for such classification and presents results using data from the Texas Birth Defects Registry (TBDR).

METHODS: Each of the 1,041 birth defects coded by the TBDR was classified as chromosomal, syndromic, minor, or "needs review" by a group of three clinical geneticists. A SAS program applied those classifications to each birth defect in a case (child/fetus), and then hierarchically combined them to obtain …

The Neurobiology Of Duration Of Untreated Psychosis: A Comprehensive Review, Anthony W Zoghbi, Jeffrey A Lieberman, Ragy R Girgis

Faculty, Staff and Students Publications

Duration of untreated psychosis (DUP) is defined as the time from the onset of psychotic symptoms until the first treatment. Studies have shown that longer DUP is associated with poorer response rates to antipsychotic medications and impaired cognition, yet the neurobiologic correlates of DUP are poorly understood. Moreover, it has been hypothesized that untreated psychosis may be neurotoxic. Here, we conducted a comprehensive review of studies that have examined the neurobiology of DUP. Specifically, we included studies that evaluated DUP using a range of neurobiologic and imaging techniques and identified 83 articles that met inclusion and exclusion criteria. Overall, 27 …

Checkpoint Blockade In Unresectable Pleural Mesothelioma: Event Horizon For Multimodal Therapy, R Taylor Ripley, Aaron S Mansfield, Boris Sepesi, Raphael Bueno, Bryan M Burt

Faculty, Staff and Students Publications

No abstract provided.

Symptoms, Physical Activity, And Biomarkers In Children At The End Of Leukemia Maintenance Therapy, Mary C Hooke, Derek L Salisbury, Michelle A Mathiason, Alicia S Kunin-Batson, Audrey Blommer, Jessica Hutter, Pauline Mitby, Ida Moore, Susan Whitman, Olga Taylor, Michael E Scheurer, Marilyn J Hockenberry

Faculty, Staff and Students Publications

Background: Symptoms in children with acute lymphocytic leukemia (ALL) change over the trajectory of treatment but little is known about their symptoms as treatment ends. Physical activity may help decrease symptom distress and is vital for ongoing development. The role of biomarkers in symptom science is emerging. The purpose of the study was to explore relationships between self-report of symptoms and physical activity, actigraphy measures, and cerebrospinal fluid (CSF) biomarkers.

Methods: Participants were children who were ages 3 to 18 years at the time of ALL diagnosis and were now in the last 12-week cycle of ALL maintenance. Self-reports of …

Absolute Lymphocyte Count Recovery Following Initial Acute Myelogenous Leukemia Therapy: Implications For Adoptive Cell Therapy, John C Molina, Yimei Li, William R Otto, Tamara P Miller, Kelly D Getz, Carly Mccoubrey, Mark Ramos, Edward Krause, Lusha Cao, M Monica Gramatges, Karen Rabin, Michael Scheurer, Caitlin W Elgarten, Regina M Myers, Alix E Seif, Brian T Fisher, Nirali N Shah, Richard Aplenc

Faculty, Staff and Students Publications

Background: An adequate absolute lymphocyte count (ALC) is an essential first step in autologous chimeric antigen receptor (CAR) T-cell manufacturing. For patients with acute myelogenous leukemia (AML), the intensity of chemotherapy received may affect adequate ALC recovery required for CAR T-cell production. We sought to analyze ALC following each course of upfront therapy as one metric for CAR T-cell manufacturing feasibility in children and young adults with AML.

Procedure: ALC data were collected from an observational study of patients with newly diagnosed AML between the ages of 1 month and 21 years who received treatment between the years of 2006 …

Advanced Photon Counting Ct Imaging Pipeline For Cardiac Phenotyping Of Apolipoprotein E Mouse Models, Alex J Allphin, Ali Mahzarnia, Darin P Clark, Yi Qi, Zay Y Han, Prajwal Bhandari, Ketan B Ghaghada, Alexandra Badea, Cristian T Badea

Faculty, Staff and Students Publications

Background: Cardiovascular disease (CVD) is associated with the apolipoprotein E (APOE) gene and lipid metabolism. This study aimed to develop an imaging-based pipeline to comprehensively assess cardiac structure and function in mouse models expressing different APOE genotypes using photon-counting computed tomography (PCCT).

Methods: 123 mice grouped based on APOE genotype (APOE2, APOE3, APOE4, APOE knockout (KO)), gender, human NOS2 factor, and diet (control or high fat) were used in this study. The pipeline included PCCT imaging on a custom-built system with contrast-enhanced in vivo imaging and intrinsic cardiac gating, spectral and temporal iterative reconstruction, spectral decomposition, and deep learning cardiac …

A Population-Based Assessment Of Metastatic Hepatoblastoma In Texas Reveals Ethnic Disparities, Andres F Espinoza, Michael E Scheurer, Tiffany M Chambers, Sanjeev A Vasudevan, Philip J Lupo

Faculty, Staff and Students Publications

Background: Hepatoblastoma (HB) is the most common primary liver cancer in children with emerging evidence that incidence is increasing globally. While overall survival for low risk hepatoblastoma is >90%, children with metastatic disease have worse survival. As identifying factors associated with high-risk disease is critical for improving outcomes for these children, a need for a further understanding of the epidemiology of hepatoblastoma is warranted. Therefore, we conducted a population-based epidemiologic study of hepatoblastoma in Texas, a large state characterized by ethnic and geographic diversity.

Methods: Information on children diagnosed with hepatoblastoma at 0-19 years of age for the period of …

Variantsurvival: A Tool To Identify Genotype-Treatment Response, Thomas Krannich, Marina Herrera Sarrias, Hiba Ben Aribi, Moustafa Shokrof, Alfredo Iacoangeli, Ammar Al-Chalabi, Fritz J Sedlazeck, Ben Busby, Ahmad Al Khleifat

Faculty, Staff and Students Publications

Associated Data

Cloud-Native Distributed Genomic Pileup Operations, Marek Wiewiórka, Agnieszka Szmurło, Paweł Stankiewicz, Tomasz Gambin

Faculty, Staff and Students Publications

MOTIVATION: Pileup analysis is a building block of many bioinformatics pipelines, including variant calling and genotyping. This step tends to become a bottleneck of the entire assay since the straightforward pileup implementations involve processing of all base calls from all alignments sequentially. On the other hand, a distributed version of the algorithm faces the intrinsic challenge of splitting reads-oriented file formats into self-contained partitions to avoid costly data exchange between computational nodes.

RESULTS: Here, we present a scalable, distributed and efficient implementation of a pileup algorithm that is suitable for deploying in cloud computing environments. In particular, we implemented: (i) …

A Population-Based Assessment Of Metastatic Hepatoblastoma In Texas Reveals Ethnic Disparities, Andres F Espinoza, Michael E Scheurer, Tiffany M Chambers, Sanjeev A Vasudevan, Philip J Lupo

Faculty, Staff and Students Publications

BACKGROUND: Hepatoblastoma (HB) is the most common primary liver cancer in children with emerging evidence that incidence is increasing globally. While overall survival for low risk hepatoblastoma is >90%, children with metastatic disease have worse survival. As identifying factors associated with high-risk disease is critical for improving outcomes for these children, a need for a further understanding of the epidemiology of hepatoblastoma is warranted. Therefore, we conducted a population-based epidemiologic study of hepatoblastoma in Texas, a large state characterized by ethnic and geographic diversity.

METHODS: Information on children diagnosed with hepatoblastoma at 0-19 years of age for the period of …

Oocyte-Specific Wee1-Like Protein Kinase 2 Is Dispensable For Fertility In Mice, Kaori Nozawa, Zian Liao, Yuhkoh Satouh, Ting Geng, Masahito Ikawa, Diana Monsivais, Martin M Matzuk

Faculty, Staff and Students Publications

Wee1-like protein kinase 2 (WEE2) is an oocyte-specific protein tyrosine kinase involved in the regulation of oocyte meiotic arrest in humans. As such, it has been proposed as a candidate for non-hormonal female contraception although pre-clinical models have not been reported. Therefore, we developed two novel knockout mouse models using CRISPR/Cas9 to test loss-of-function of Wee2 on female fertility. A frameshift mutation at the Wee2 translation start codon in exon 2 had no effect on litter size, litter production, or the ability of oocytes to maintain prophase I arrest. Because of the lack of a reproductive phenotype, we additionally generated …

Disease Modeling Of Adamts9-Related Nephropathy Using Kidney Organoids Reveals Its Roles In Tubular Cells And Podocytes, Seyoung Yu, Yo Jun Choi, John Hoon Rim, Hye-Youn Kim, Nasim Bekheirnia, Sarah Jane Swartz, Hongzheng Dai, Shen Linda Gu, Soyeon Lee, Ryuichi Nishinakamura, Friedhelm Hildebrandt, Mir Reza Bekheirnia, Heon Yung Gee

Faculty, Staff and Students Publications

INTRODUCTION: Mutations in ADAMTS9 cause nephronophthisis-related ciliopathies (NPHP-RC), which are characterized by multiple developmental defects and kidney diseases. Patients with NPHP-RC usually have normal glomeruli and negligible or no proteinuria. Herein, we identified novel compound-heterozygous ADAMTS9 variants in two siblings with NPHP-RC who had glomerular manifestations, including proteinuria.

METHODS: To investigate whether ADAMTS9 dysfunction causes NPHP and glomerulopathy, we differentiated ADAMTS9 knockout human induced pluripotent stem cells (hiPSCs) into kidney organoids. Single-cell RNA sequencing was utilized to elucidate the gene expression profiles from the ADAMTS9 knockout kidney organoids.

RESULTS:ADAMTS9 knockout had no effect on nephron differentiation; however, it reduced …

Semi-Automated Construction Of Patient-Specific Aortic Valves From Computed Tomography Images, Dan Lior, Charles Puelz, Colin Edwards, Silvana Molossi, Boyce E Griffith, Ravi K Birla, Craig G Rusin

Faculty, Staff and Students Publications

This paper presents a semi-automatic method for the construction of volumetric models of the aortic valve using computed tomography angiography images. Although the aortic valve typically cannot be segmented directly from a computed tomography angiography image, the method described herein uses manually selected samples of an aortic segmentation derived from this image to inform the construction. These samples capture certain physiologic landmarks and are used to construct a volumetric valve model. As a demonstration of the capabilities of this method, valve models for 25 pediatric patients are created. A selected valve anatomy is used to perform fluid-structure interaction simulations using …

Binary Classification Of The Endocrine Disrupting Chemicals By Artificial Neural Networks, Zahir Aghayev, George F Walker, Funda Iseri, Moustafa Ali, Adam T Szafran, Fabio Stossi, Michael A Mancini, Efstratios N Pistikopoulos, Burcu Beykal

Faculty, Staff and Students Publications

We develop a machine learning framework that integrates high content/high throughput image analysis and artificial neural networks (ANNs) to model the separation between chemical compounds based on their estrogenic receptor activity. Natural and man-made chemicals have the potential to disrupt the endocrine system by interfering with hormone actions in people and wildlife. Although numerous studies have revealed new knowledge on the mechanism through which these compounds interfere with various hormone receptors, it is still a very challenging task to comprehensively evaluate the endocrine disrupting potential of all existing chemicals and their mixtures by pure

Proceedings Of The 2023 Santa Fe Bone Symposium: Progress And Controversies In The Management Of Patients With Skeletal Diseases, E Michael Lewiecki, Teresita Bellido, John P Bilezikian, Jacques P Brown, Azeez Farooki, Christopher S Kovacs, Brendan Lee, William D Leslie, Michael R Mcclung, Mark L Prasarn, Deborah E Sellmeyer

Faculty, Staff and Students Publications

The Santa Fe Bone Symposium (SFBS) held its 23rd annual event on August 5-6, 2023, in Santa Fe, New Mexico, USA. Attendees participated in-person and remotely, representing many states and countries. The program included plenary presentations, panel discussions, satellite symposia, a Project ECHO workshop, and a session on healthcare policy and reimbursement for fracture liaison programs. A broad range of topics were addressed, including transitions of osteoporosis treatments over a lifetime; controversies in vitamin D; update on Official Positions of the International Society for Clinical Densitometry; spine surgery and bone health; clinical applications of bone turnover markers; basic bone biology …

Chromosomal Microarray Analysis Supplements Exome Sequencing To Diagnose Children With Suspected Inborn Errors Of Immunity, Breanna J Beers, Morgan N Similuk, Rajarshi Ghosh, Bryce A Seifert, Leila Jamal, Michael Kamen, Michael R Setzer, Colleen Jodarski, Rylee Duncan, Devin Hunt, Madison Mixer, Wenjia Cao, Weimin Bi, Daniel Veltri, Eric Karlins, Lingwen Zhang, Zhiwen Li, Andrew J Oler, Kathleen Jevtich, Yunting Yu, Haley Hullfish, Bibiana Bielekova, Pamela Frischmeyer-Guerrerio, An Dang Do, Laryssa A Huryn, Kenneth N Olivier, Helen C Su, Jonathan J Lyons, Christa S Zerbe, V Koneti Rao, Michael D Keller, Alexandra F Freeman, Steven M Holland, Luis M Franco, Magdalena A Walkiewicz, Jia Yan

Faculty, Staff and Students Publications

PURPOSE: Though copy number variants (CNVs) have been suggested to play a significant role in inborn errors of immunity (IEI), the precise nature of this role remains largely unexplored. We sought to determine the diagnostic contribution of CNVs using genome-wide chromosomal microarray analysis (CMA) in children with IEI.

METHODS: We performed exome sequencing (ES) and CMA for 332 unrelated pediatric probands referred for evaluation of IEI. The analysis included primary, secondary, and incidental findings.

RESULTS: Of the 332 probands, 134 (40.4%) received molecular diagnoses. Of these, 116/134 (86.6%) were diagnosed by ES alone. An additional 15/134 (11.2%) were diagnosed by …