Medicine and Health Sciences Commons^™

Multi-Task Learning With High-Dimensional Noisy Images, Xin Ma, Suprateek Kundu

Faculty, Staff and Student Publications

Recent medical imaging studies have given rise to distinct but inter-related datasets corresponding to multiple experimental tasks or longitudinal visits. Standard scalar-on-image regression models that fit each dataset separately are not equipped to leverage information across inter-related images, and existing multi-task learning approaches are compromised by the inability to account for the noise that is often observed in images. We propose a novel joint scalar-on-image regression framework involving wavelet-based image representations with grouped penalties that are designed to pool information across inter-related images for joint learning, and which explicitly accounts for noise in high-dimensional images via a projection-based approach. In …

Single-Cell Rna Sequencing Analysis Identifies Acute Changes In The Tumor Microenvironment Induced By Interferon Α Gene Therapy In A Murine Bladder Cancer Model, Alexis R Steinmetz, Morgan Pierce, Alberto Martini, Come Tholomier, Ganiraju Manyam, Yan Chen, Akshay Sood, Jonathan J Duplisea, Burles A Johnson, Bogdan A Czerniak, Byron H Lee, Chinnaswamy Jagannath, Seppo Yla-Herttuala, Nigel R Parker, David J Mcconkey, Colin P Dinney, Sharada Mokkapati

Faculty, Staff and Student Publications

Introduction: Nadofaragene firadenovec (Ad-IFNα/Syn3) is now approved for BCG-unresponsive bladder cancer (BLCA). IFNα is a pleiotropic cytokine that causes direct tumor cell killing via TRAIL-mediated apoptosis, angiogenesis inhibition, and activation of the innate and adaptive immune system. We established an immunocompetent murine BLCA model to study the effects of murine adenoviral IFNα (muAd-Ifnα) gene therapy on cancer cells and the tumor microenvironment using a novel murine equivalent of Nadofaragene firadenovec (muAd-Ifnα).

Methods: Tumors were induced by instilling MB49 cells into the bladders of mice; luciferase imaging confirmed tumor development. Mice were treated with adenovirus control (Ad-Ctrl; empty vector), or muAd-Ifnα …

Analysis Of B7-H4 Expression Across Salivary Gland Carcinomas Reveals Adenoid Cystic Carcinoma-Specific Prognostic Relevance, Juliana Mota Siqueira, Yoshitsugu Mitani, Camilla Oliveira Hoff, Flavia Bonini, Luana Guimaraes De Sousa, Mario L Marques-Piubelli, Anurag Purushothaman, Mutsumi Mitani, Hui Dai, Shiaw-Yih Lin, Michael T Spiotto, Ehab Y Hanna, Daniel J Mcgrail, Adel K El-Naggar, Renata Ferrarotto

Faculty, Staff and Student Publications

B7-H4 (VTCN1), a member of the B7 family, is overexpressed in several types of cancer. Here we investigated the pattern of expression of B7-H4 in salivary gland carcinomas (SGC) and assessed its potential as a prognostic marker and therapeutic target. Immunohistochemistry (IHC) analyses were performed in a cohort of 340 patient tumors, composed of 124 adenoid cystic carcinomas (ACC), 107 salivary duct carcinomas (SDC), 64 acinic cell carcinomas, 36 mucoepidermoid carcinomas (MEC), 9 secretory carcinomas (SC), as well as 20 normal salivary glands (controls). B7-H4 expression was scored and categorized into negative (< 5% expression of any intensity), low (5%-70% expression of any intensity or >70% with weak intensity), or high ( …

Meta-Analysis Of The Vmp-Like Sequences Of Lyme Disease Borrelia: Evidence For The Evolution Of An Elaborate Antigenic Variation System, Steven J Norris, Kalvis Brangulis

Faculty, Staff and Student Publications

VMP-like sequence (vls) antigenic variation systems are present in every Lyme disease Borrelia strain with complete genome sequences. The linear plasmid-encoded vls system consists of a single expression site (vlsE) and contiguous array(s) of silent cassettes that have ~90% identity with the central cassette region of the cognate vlsE gene; antigenic variation occurs through random, segmental, and unidirectional recombination of vls silent cassette sequences into the vlsE expression site. Automated annotation programs do not accurately recognize vls silent cassette sequences, so these regions are not correctly annotated in most genomic sequences. In this study, the vls …

Best Practice Recommendations For The Management Of Anxiety During The Pegvaliase Journey, Kendra J Bjoraker, Caroline Eggerding, Elisheva Ellenberg, Suzanne Hollander, Brittany M Holmes, Kristin Lindstrom, Markey Mcnutt, Suzanne Miller, Hope Northrup, Meaghan Rogers, Sarah Rose, Mia Scott, Soo Shim, Bridget Wardley, Leah Wessenberg, Deborah A Bilder

Faculty, Staff and Student Publications

Background: Pegvaliase, an enzyme substitution therapy, is a treatment option for phenylketonuria (PKU). Due to the neuropathophysiology and disease burden of PKU, individuals can experience baseline anxiety unrelated to pegvaliase therapy. In addition, there are aspects of pegvaliase therapy that may be anxiety-inducing for those considering or receiving treatment. The aim of this manuscript is to present best practice recommendations for the identification and management of anxiety symptoms that can occur along the pegvaliase journey.

Methods: A modified Delphi approach was used to seek consensus among a multidisciplinary panel of experts. To this end, an in-person meeting was held that …

Multiplex Spatial Analysis Reveals Increased Cd137 Expression And M-Mdsc Neighboring Tumor Cells In Refractory Classical Hodgkin Lymphoma, José L Solórzano, Victoria Menéndez, Edwin Parra, Luisa Solis, Ruth Salazar, Mónica García-Cosío, Fina Climent, Sara Fernández, Eva Díaz, Alejandro Francisco-Cruz, Joseph Khoury, Mei Jiang, Auriole Tamegnon, Carlos Montalbán, Ignacio Melero, Ignacio Wistuba, Carlos De Andrea, Juan F García

Faculty, Staff and Student Publications

The Hodgkin and Reed - Sternberg (HRS) cells in classical Hodgkin Lymphoma (cHL) actively modify the immune tumor microenvironment (TME) attracting immunosuppressive cells and expressing inhibitory molecules. A high frequency of myeloid cells in the TME is correlated with an unfavorable prognosis, but more specific and rare cell populations lack precise markers. Myeloid-derived suppressor cells (MDSCs) have been identified in the peripheral blood of cHL patients, where they appear to be correlated with disease aggressiveness. TNFRSF9 (CD137) is a T cell co-stimulator expressed by monocytic and dendritic cells. Its expression has also been described in HRS cells, where it is …

Treatment Comparisons In Adaptive Platform Trials Adjusting For Temporal Drift, Beibei Guo, Li Wang, Ying Yuan

Faculty, Staff and Student Publications

An adaptive platform trial (APT) is a multi-arm trial in the context of a single disease where treatment arms are allowed to enter or leave the trial based on some decision rule. If a treatment enters the trial later than the control arm, there exist non-concurrent controls who were not randomized between the two arms under comparison. As APTs typically take long periods of time to conduct, temporal drift may occur, which requires the treatment comparisons to be adjusted for this temporal change. Under the causal inference framework, we propose two approaches for treatment comparisons in APTs that account for …

Hybrid Open-Endovascular Onyx Embolization Of Spinal Type Ivb Perimedullary Spinal Arteriovenous Fistula Through Direct Posterior Spinal Vein Access: A Case Report, Romulo Augusto Andrade De Almeida, Francisco Call-Orellana, Christopher C Young, Franco Rubino, Sara L Thrower, Stephen R Chen, Robert Y North

Faculty, Staff and Student Publications

Background: Spinal arteriovenous fistulas (SAVFs) are direct communication between arteries and veins without intervening abnormal vessel nidus, which often results in venous congestion and spinal cord dysfunction. Ventrally located SAVF can be challenging to treat through traditional open or endovascular approaches.

Case description: We describe a hybrid (open/endovascular) procedure in a 72-year-old male with a Takai Type IVb SAVF presenting with paraparesis and sphincter dysfunction. Imaging revealed a conus medullaris SAVF in which the main fistulous connection was located ventrally. The conventional endovascular approach was deemed risky, and open surgery failed in the first attempt. The SAVF was resolved using …

Fa4sans-Gan: A Novel Machine Learning Generative Adversarial Network To Further Understand Ophthalmic Changes In Spaceflight Associated Neuro-Ocular Syndrome (Sans), Sharif Amit Kamran, Khondker Fariha Hossain, Joshua Ong, Ethan Waisberg, Nasif Zaman, Salah A Baker, Andrew G Lee, Alireza Tavakkoli

Faculty, Staff and Student Publications

PURPOSE: To provide an automated system for synthesizing fluorescein angiography (FA) images from color fundus photographs for averting risks associated with fluorescein dye and extend its future application to spaceflight associated neuro-ocular syndrome (SANS) detection in spaceflight where resources are limited.

DESIGN: Development and validation of a novel conditional generative adversarial network (GAN) trained on limited amount of FA and color fundus images with diabetic retinopathy and control cases.

PARTICIPANTS: Color fundus and FA paired images for unique patients were collected from a publicly available study.

METHODS: FA4SANS-GAN was trained to generate FA images from color fundus photographs using 2 …

From Mitochondria To Tumor Suppression: Acat1’S Crucial Role In Gastric Cancer, Wei He, Yanfang Li, Song-Bai Liu, Ying Chang, Shiyuan Han, Xingyu Han, Zixin Ma, Hesham M Amin, Yao-Hua Song, Jin Zhou

Faculty, Staff and Student Publications

Acetyl CoA acetyltransferase 1 (ACAT1), a mitochondrial enzyme, is mainly involved in the formation and decomposition of ketones, isoleucine, and fatty acids. Previous clinical studies showed that mutations in the ACAT1 gene lead to ketoacidosis, Notably the role of ACAT1 in human cancer' pathogenesis varies depending on cancer type, and its specific role in gastric cancer remains largely unknown. In the current study, we found that the expression of ACAT1 in primary late-stage gastric cancer tumor tissues was significantly lower than in early-stage tumors. This observation was further confirmed in high-grade gastric cancer cell line MKN45. The expression of CD44 …

Systemic Treatment Of Patients With Metastatic Breast Cancer: Asco Resource-Stratified Guideline, Sana Al Sukhun, Sarah Temin, Carlos H Barrios, Nicoleta Zenovia Antone, Yanin Chavarri Guerra, Mariana Chavez-Macgregor, Rakesh Chopra, Michael A Danso, Henry Leonidas Gomez, N'Da Marcelin Homian, Alaa Kandil, Benda Kithaka, Bogda Koczwara, Beverly Moy, Gertrude Nakigudde, Fernando Enrique Petracci, Hope S Rugo, Nagi S El Saghir, Banu K Arun

Faculty, Staff and Student Publications

Purpose: To guide clinicians and policymakers in three global resource-constrained settings on treating patients with metastatic breast cancer (MBC) when Maximal setting-guideline recommended treatment is unavailable.

Methods: A multidisciplinary, multinational panel reviewed existing ASCO guidelines and conducted modified ADAPTE and formal consensus processes.

Results: Four published resource-agnostic guidelines were adapted for resource-constrained settings; informing two rounds of formal consensus; recommendations received ≥75% agreement.

Recommendations: Clinicians should recommend treatment according to menopausal status, pathological and biomarker features when quality results are available. In first-line, for hormone receptor (HR)-positive MBC, when a non-steroidal aromatase inhibitor and CDK 4/6 inhibitor combination is unavailable, …

Practice Patterns Of Cardiovascular Magnetic Resonance Use In The Diagnosis Of Pediatric Myocarditis: A Survey-Based Study, Hannah M Jacobs, Jonathan H Soslow, Matthew D Cornicelli, Shae A Merves, Ruchira Garg, Mehul D Patel, Arpit Agarwal, Nilanjana Misra, Michael P Dilorenzo, M Jay Campbell, Jeremy Steele, Jennifer Co-Vu, Joshua D Robinson, Simon Lee, Jason N Johnson

Faculty, Staff and Student Publications

Background: Cardiovascular magnetic resonance (CMR) is used to diagnose myocarditis in adults and children based on the original Lake Louise criteria (LLC) and more recently the revised LLC. The major change included in the revised LLC was the incorporation of parametric mapping, which significantly increases the sensitivity and specificity of diagnosis. Subsequently, scientific statements have recommended the use of parametric mapping in the diagnosis of myocarditis in children. However, there are some challenges to parametric mapping that are unique to the pediatric population. Our goal is to characterize clinical CMR and parametric mapping practice patterns for the diagnosis of myocarditis …

Linking Trauma To Mental Health In The Statewide Texas Youth Depression And Suicide Research Network (Tx-Ydsrn), Lynnel C Goodman, Joshua S Elmore, Taryn L Mayes, Abu Minhajuddin, Holli Slater, Joseph C Blader, Israel Liberzon, Regina B Baronia, Emily J Bivins, Jacquelyn M Lagrone, Sierra Jackson, Sarah L Martin, Ryan Brown, Jair C Soares, Sarah M Wakefield, Madhukar H Trivedi

Faculty, Staff and Student Publications

Rates of youth depression and suicide are rising worldwide and represent public health crises. The present study examined the relationship between trauma history and symptoms of depression, suicidal ideation, and anxiety among suicidal and depressed youth. A diverse group of 1000 8-20-year-olds enrolled in the statewide Texas Youth Depression and Suicide Research Network (TX-YDSRN) reported their trauma history (Traumatic Events Screening Inventory for Children) and symptoms of depression (Patient Health Questionnaire for adolescents; PHQ-A), anxiety (Generalized Anxiety Disorder scale; GAD-7), and suicidality (Concise Health Risk Tracking scale; CHRT-SR). Nearly half of the sample reported exposure to multiple categories of traumatic …

Targeted Insertion Of Conditional Expression Cassettes Into The Mouse Genome Using The Modified I-Pitt, Hiromi Miura, Ayaka Nakamura, Aki Kurosaki, Ai Kotani, Masaru Motojima, Keiko Tanaka, Shigeru Kakuta, Sanae Ogiwara, Yuhsuke Ohmi, Hirotaka Komaba, Samantha L. P. Schilit, Cynthia C. Morton, Channabasavaiah B. Gurumurthy, Masato Ohtsuka

Journal Articles: Genetics, Cell Biology & Anatomy

BACKGROUND: Transgenic (Tg) mice are widely used in biomedical research, and they are typically generated by injecting transgenic DNA cassettes into pronuclei of one-cell stage zygotes. Such animals often show unreliable expression of the transgenic DNA, one of the major reasons for which is random insertion of the transgenes. We previously developed a method called "pronuclear injection-based targeted transgenesis" (PITT), in which DNA constructs are directed to insert at pre-designated genomic loci. PITT was achieved by pre-installing so called landing pad sequences (such as heterotypic LoxP sites or attP sites) to create seed mice and then injecting Cre recombinase or …

International Consensus On Sleep Problems In Pediatric Palliative Care: Paving The Way, Anna Mercante, Judith Owens, Oliviero Bruni, Magda L. Nunes, Paul Gringras, Shirley Xin Li, Simonetta Papa, Ulrika Kreicbergs, Joanne Wolfe, Boris Zernikow, Ana Lacerda, Franca Benini, Pediatric Sleep And Palliative Care Group

Journal Articles: Munroe-Meyer Institute

OBJECTIVE: Sleep problems constitute a common and heterogeneous complaint in pediatric palliative care (PPC), where they often contribute to disease morbidity and cause additional distress to children and adolescents and their families already facing the burden of life-threatening and life-limiting conditions. Despite the significant impact of sleep problems, clinical evidence is lacking. The application of general pediatric sleep recommendations appears insufficient to address the unique challenges of the PPC dimension in terms of disease variability, duration, comorbidities, complexity of needs, and particular features of sleep problems related to hospice care. Therefore, we initiated an international project aimed at establishing a …

Detection Of Invasive Bartonella Infections With Next-Generation Sequencing Of Microbial Cell-Free Dna, Fernando H Centeno, Ahmed M Hamdi, Todd M Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

We report 9 patients with invasive Bartonella infections, including 5 with endocarditis, who were diagnosed with microbial cell-free DNA next-generation sequencing and Bartonella serology studies. Diagnosis with plasma mcfDNA NGS enabled a faster clinical and laboratory diagnosis in 8 patients. Prompt diagnosis impacted antibiotic management in all 9 patients.

Outcomes For Patients With Head And Neck Sarcoma Treated Curatively With Radiation Therapy And Surgery, Alison K Yoder, Ahsan Farooqi, Devarati Mitra, J Andrew Livingston, Dejka M Araujo, Erich M Sturgis, Ryan Goepfert, Andrew J Bishop, B Ashleigh Guadagnolo

Faculty, Staff and Student Publications

PURPOSE: Soft tissue sarcomas (STSs) of the head and neck (H&N) are rare malignancies that are challenging to manage. We sought to describe the outcomes of patients treated with curative intent using combined surgery and radiation therapy (RT) for H&N STS.

METHODS AND MATERIALS: We performed a single-institution retrospective review of patients with nonmetastatic STS of the H&N who were treated from 1968 to 2020. The Kaplan-Meier method was used to estimate disease-specific survival (DSS) and local control (LC). Multivariable analyses (MVAs) were conducted using Cox proportional hazards model.

RESULTS: One hundred ninety-two patients had a median follow-up of 82 …

Metabolink Is A Novel Algorithm For Unveiling Cell-Specific Metabolic Pathways In Longitudinal Datasets, Jared Lichtarge, Gerarda Cappuccio, Soumya Pati, Alfred Kwabena Dei-Ampeh, Senghong Sing, Lihua Ma, Zhandong Liu, Mirjana Maletic-Savatic

Duncan NRI Faculty and Staff Publications

Introduction: In the rapidly advancing field of 'omics research, there is an increasing demand for sophisticated bioinformatic tools to enable efficient and consistent data analysis. As biological datasets, particularly metabolomics, become larger and more complex, innovative strategies are essential for deciphering the intricate molecular and cellular networks.

Methods: We introduce a pioneering analytical approach that combines Principal Component Analysis (PCA) with Graphical Lasso (GLASSO). This method is designed to reduce the dimensionality of large datasets while preserving significant variance. For the first time, we applied the PCA-GLASSO algorithm (i.e., MetaboLINK) to metabolomics data derived from Nuclear Magnetic Resonance (NMR) spectroscopy …

"A Double-Edged Sword": A Brief History Of Genomic Data Governance And Genetic Researcher Perspectives On Data Sharing, Kayte Spector-Bagdady, Kerry A Ryan, Amy L Mcguire, Chris D Krenz, M Grace Trinidad, Kaitlyn Jaffe, Amanda Greene, J Denard Thomas, Madison Kent, Stephanie Morain, David Wilborn, J Scott Roberts

Center for Medical Ethics and Health Policy Staff Publications

As the federal government continues to expand upon and improve its data sharing policies over the past 20 years, complex challenges remain. Our interviews with U.S. academic genetic researchers (n=23) found that the burden, translation, industry limitations, and consent structure of data sharing remain major governance challenges.

Faslpr Gene Dosage Tunes The Extent Of Lymphoproliferation And T Cell Differentiation In Lupus, Ritu Bohat, Xiaofang Liang, Yanping Chen, Chunyu Xu, Ningbo Zheng, Ashley Guerrero, Jiakai Hou, Roshni Jaffery, Nicholas A Egan, Yaxi Li, Yitao Tang, Esra Unsal, Adolfo Robles, Si Chen, Angela M Major, Hadil Elldakli, Sang-Hyuk Chung, Han Liang, M John Hicks, Yong Du, Jamie S Lin, Xiqun Chen, Chandra Mohan, Weiyi Peng

Faculty, Staff and Student Publications

Sle1 and Fas^lpr are two lupus susceptibility loci that lead to manifestations of systemic lupus erythematosus. To evaluate the dosage effects of Fas^lpr in determining cellular and serological phenotypes associated with lupus, we developed a new C57BL/6 (B6) congenic lupus strain, B6.Sle1/Sle1.Fas^lpr/+ (Sle1homo.lprhet) and compared it with B6.Fas^lpr/lpr (lprhomo), B6.Sle1/Sle1 (Sle1homo), and B6.Sle1/Sle1.Fas^lpr/lpr (Sle1homo.lprhomo) strains. Whereas Sle1homo.lprhomo mice exhibited profound lymphoproliferation and early mortality, Sle1homo.lprhet mice had a lifespan comparable to B6 mice, with no evidence of splenomegaly or lymphadenopathy. Compared to B6 monogenic lupus strains, Sle1homo.lprhet mice exhibited significantly …

Understanding Primary Care Physician Perspectives On The Diagnosis And Management Of Non-Alcoholic Fatty Liver Disease: A Qualitative Study, Natalia I Heredia, Jemima C John, Sonia Singh, Jessica P Hwang, Larkin L Strong, Maya Balakrishnan, Lorna H Mcneill

Faculty, Staff and Student Publications

Primary care physicians (PCPs) are well suited to manage patients with non-alcoholic fatty liver disease (NAFLD), but the limited, existing research suggests inadequate knowledge about the natural history, diagnostic methods, and management of NAFLD. The purpose of this qualitative study is to further understand the knowledge and practices for the diagnosis and management of NAFLD among PCPs. We conducted in-depth interviews with PCPs in the Greater Houston area, addressing current clinical practices used for diagnosing and managing NAFLD, as well as the perceptions of the PCPs regarding the burden of NAFLD on patients. We recorded interviews, transcribed them, coded transcripts, …

Rragd-Associated Autosomal Dominant Kidney Hypomagnesemia With Cardiomyopathy: A Review On The Clinical Manifestations And Therapeutic Options, Francesco Trepiccione, Irene Sambri, Barbara Ruggiero, Francesco Emma, Andrea Ballabio, Giulia Florio, Ines Vanderheyden, Anna Iervolino, François Jouret

Duncan NRI Faculty and Staff Publications

Background: A hereditary condition primarily affecting the kidneys and heart has newly been identified: the RRAGD-associated autosomal dominant kidney hypomagnesemia with cardiomyopathy (ADKH-RRAGD). This disorder is characterized by renal loss of magnesium and potassium, coupled with varying degrees of cardiac dysfunction. These range from arrhythmias to severe dilated cardiomyopathy, which may require heart transplantation. Mutations associated with RRAGD significantly disrupt the non-canonical branch of the mechanistic target of rapamycin complex 1 pathway. This disruption hinders the nuclear translocation and transcriptional activity of the transcription factor EB a crucial regulator of lysosomal and autophagic function.

Summary: All identified RRAGD variants compromise …

Public Perspectives On Investigative Genetic Genealogy: Findings From A National Focus Group Study, Jacklyn Dahlquist, Jill O Robinson, Amira Daoud, Whitney Bash-Brooks, Amy L Mcguire, Christi J Guerrini, Stephanie M Fullerton

Center for Medical Ethics and Health Policy Staff Publications

Background: Investigative genetic genealogy (IGG) is a technique that involves uploading genotypes developed from perpetrator DNA left at a crime scene, or DNA from unidentified remains, to public genetic genealogy databases to identify genetic relatives and, through the creation of a family tree, the individual who was the source of the DNA. As policymakers demonstrate interest in regulating IGG, it is important to understand public perspectives on IGG to determine whether proposed policies are aligned with public attitudes.

Methods: We conducted eight focus groups with members of the public (N = 72), sampled from four geographically diverse US regions, …

Bridging The Gap: Transforming Primary Care Through The Artificial Intelligence And Machine Learning For Primary Care (Aim-Pc) Curriculum, Winston Liaw, Brian Hischier, Cornelius A James, Ioannis Kakadiaris, Jacqueline K Kueper, Vasiliki Rahimzadeh

Center for Medical Ethics and Health Policy Staff Publications

No abstract provided.

Cffdna Screening For Niemann-Pick Disease, Type C1: A Case Series, Sydney A Lau, Romy I Fawaz, Robert Rigobello, Shahad Bawazeer, Nouf M Alajaji, Eissa Faqeih, Yanchun Li, Yanming Feng, Fan Xia, Christine M Eng, Malak Abedalthagafi

Faculty, Staff and Students Publications

Cell-free fetal DNA (cffDNA) screening is a valuable tool in clinical practice for detecting chromosomal abnormalities and autosomal dominant (AD) conditions. This study introduces a novel proof-of-concept assay designed for autosomal recessive (AR) cffDNA screening, focusing on cases involving the NPC1 gene. We aim to illustrate the significant benefits of AR cffDNA screening in managing high-risk pregnancies, specifically where biallelic pathogenic variants in NPC1 cause Niemann-Pick disease, type C1 (NPC), a disorder marked by progressive neurodegeneration. Three participants for this study were recruited and gave consent to a hospital in Saudi Arabia. These participants were either carriers of NPC or …

Case Report: An Association Of Left Ventricular Outflow Tract Obstruction With 5p Deletions, Kira Mascho, Svetlana A Yatsenko, Cecilia W Lo, Xinxiu Xu, Jennifer Johnson, Lindsey R Helvaty, Stephanie Burns Wechsler, Chaya N Murali, Seema R Lalani, Vidu Garg, Jennelle C Hodge, Kim L Mcbride, Stephanie M Ware, Jiuann-Huey Ivy Lin

Faculty, Staff and Students Publications

INTRODUCTION: 5p deletion syndrome, also called Cri-du-chat syndrome 5p is a rare genetic syndrome with reports up to 36% of patients are associated with congenital heart defects. We investigated the association between left outflow tract obstruction and Cri-du-chat syndrome.

METHODS: A retrospective review of the abnormal microarray cases with congenital heart defects in Children's Hospital of Pittsburgh and the Cytogenomics of Cardiovascular Malformations Consortium.

RESULTS: A retrospective review at nine pediatric centers identified 4 patients with 5p deletions and left outflow tract obstruction (LVOTO). Three of these patients had additional copy number variants. We present data suggesting an association of …

Human Plcg2 Haploinsufficiency Results In A Novel Natural Killer Cell Immunodeficiency, Joshua B Alinger, Emily M Mace, Justin R Porter, Annelise Y Mah-Som, Allyssa L Daugherty, Stephanie Li, Allison A Throm, Jeanette T Pingel, Nermina Saucier, Albert Yao, Ivan K Chinn, James R Lupski, Mohammad Ehlayel, Michael Keller, Greg R Bowman, Megan A Cooper, Jordan S Orange, Anthony R French

Faculty, Staff and Students Publications

Background:

Although most individuals effectively control herpesvirus infections, some suffer from severe and/or recurrent infections. A subset of these patients possess defects in NK cells, lymphocytes which recognize and lyse herpesvirus-infected cells; however, the genetic etiology is rarely diagnosed. PLCG2 encodes a signaling protein in NK cell and B cell signaling. Dominant-negative or gain-of-function variants in PLCG2 cause cold urticaria, antibody deficiency, and autoinflammation. However, loss-of-function variants and haploinsufficiency have not been reported to date.

Objective:

We aimed to identify the genetic cause of NK cell immunodeficiency in two families, and herein describe the functional consequences of two novel loss-of-function …

Identification Of Constrained Sequence Elements Across 239 Primate Genomes, Lukas F K Kuderna, Jacob C Ulirsch, Sabrina Rashid, Mohamed Ameen, Laksshman Sundaram, Glenn Hickey, Anthony J Cox, Hong Gao, Arvind Kumar, Francois Aguet, Matthew J Christmas, Hiram Clawson, Maximilian Haeussler, Mareike C Janiak, Martin Kuhlwilm, Joseph D Orkin, Thomas Bataillon, Shivakumara Manu, Alejandro Valenzuela, Juraj Bergman, Marjolaine Rouselle, Felipe Ennes Silva, Lidia Agueda, Julie Blanc, Marta Gut, Dorien De Vries, Ian Goodhead, R Alan Harris, Muthuswamy Raveendran, Axel Jensen, Idriss S Chuma, Julie E Horvath, Christina Hvilsom, David Juan, Peter Frandsen, Joshua G Schraiber, Fabiano R De Melo, Fabrício Bertuol, Hazel Byrne, Iracilda Sampaio, Izeni Farias, João Valsecchi, Malu Messias, Maria N F Da Silva, Mihir Trivedi, Rogerio Rossi, Tomas Hrbek, Nicole Andriaholinirina, Clément J Rabarivola, Alphonse Zaramody, Clifford J Jolly, Jane Phillips-Conroy, Gregory Wilkerson, Christian Abee, Joe H Simmons, Eduardo Fernandez-Duque, Sree Kanthaswamy, Fekadu Shiferaw, Dongdong Wu, Long Zhou, Yong Shao, Guojie Zhang, Julius D Keyyu, Sascha Knauf, Minh D Le, Esther Lizano, Stefan Merker, Arcadi Navarro, Tilo Nadler, Chiea Chuen Khor, Jessica Lee, Patrick Tan, Weng Khong Lim, Andrew C Kitchener, Dietmar Zinner, Ivo Gut, Amanda D Melin, Katerina Guschanski, Mikkel Heide Schierup, Robin M D Beck, Ioannis Karakikes, Kevin C Wang, Govindhaswamy Umapathy, Christian Roos, Jean P Boubli, Adam Siepel, Anshul Kundaje, Benedict Paten, Kerstin Lindblad-Toh, Jeffrey Rogers, Tomas Marques Bonet, Kyle Kai-How Farh

Faculty, Staff and Students Publications

Noncoding DNA is central to our understanding of human gene regulation and complex diseases1,2, and measuring the evolutionary sequence constraint can establish the functional relevance of putative regulatory elements in the human genome3–9. Identifying the genomic elements that have become constrained specifically in primates has been hampered by the faster evolution of noncoding DNA compared to protein-coding DNA10, the relatively short timescales separating primate species11, and the previously limited availability of whole-genome sequences12. Here we construct a whole-genome alignment of 239 species, representing nearly half of …

Research Participants' Perspectives On Precision Diagnostics For Alzheimer's Disease, Hadley Stevens Smith, Jill O Robinson, Ariel Levchenko, Stacey Pereira, Belen Pascual, Kathleen Bradbury, Victoria Arbones, Jamie Fong, Joshua M Shulman, Amy L Mcguire, Joseph Masdeu

Faculty, Staff and Students Publications

BACKGROUND: Understanding research participants' responses to learning Alzheimer's disease (AD) risk information is important to inform clinical implementation of precision diagnostics given rapid advances in disease modifying therapies.

OBJECTIVE: We assessed participants' perspectives on the meaning of their amyloid positron emission tomography (PET) imaging results for their health, self-efficacy to understand their results, psychological impact of learning their results, experience receiving their results from the clinical team, and interest in genetic testing for AD risk.

METHODS: We surveyed individuals who were being clinically evaluated for AD and received PET imaging six weeks after the return of results. We analyzed responses …

Idppub: Illuminating The Dark Phosphoproteome Through Pubmed Mining, Sara R Savage, Yaoyun Zhang, Eric J Jaehnig, Yuxing Liao, Zhiao Shi, Huy Anh Pham, Hua Xu, Bing Zhang

Faculty, Staff and Students Publications

Global phosphoproteomics experiments quantify tens of thousands of phosphorylation sites. However, data interpretation is hampered by our limited knowledge on functions, biological contexts, or precipitating enzymes of the phosphosites. This study establishes a repository of phosphosites with associated evidence in biomedical abstracts, using deep learning-based natural language processing techniques. Our model for illuminating the dark phosphoproteome through PubMed mining (IDPpub) was generated by fine-tuning BioBERT, a deep learning tool for biomedical text mining. Trained using sentences containing protein substrates and phosphorylation site positions from 3000 abstracts, the IDPpub model was then used to extract phosphorylation sites from all MEDLINE abstracts. …