Biomedical Informatics Commons^™

Random Forest Model Reveals The Interaction Between N6-Methyladenosine Modifications And Rna-Binding Proteins, Wei Hong, Yanding Zhao, Yi-Lan Weng, Chao Cheng

Faculty, Staff and Students Publications

RNA-binding proteins (RBPs) have critical roles in N6-methyladenosine (m6A) modification process. We designed a Random Forest (RF) model to systematically analyze the interaction among RBPs and m6A modifications by integrating the binding signals from hundreds of RBPs. Accurate prediction of m6A sites demonstrated significant connections between RBP bindings and m6A modifications. The relative importance of different RBPs from the model provided a quantitative metric to evaluate their interactions with m6A modifications. Redundancy analysis showed that several RBPs may have similar binding patterns with m6A sites. The RF model exhibited fairly high prediction accuracy across cell lines, suggesting a conservative RBP …

Tsks Localizes To Nuage In Spermatids And Regulates Cytoplasmic Elimination During Spermiation, Keisuke Shimada, Soojin Park, Seiya Oura, Taichi Noda, Akane Morohoshi, Martin M Matzuk, Masahito Ikawa

Faculty, Staff and Students Publications

Spermatozoa have a streamlined shape to swim through the oviduct to fertilize oocytes. To become svelte spermatozoa, spermatid cytoplasm must be eliminated in several steps including sperm release, which is part of spermiation. Although this process has been well observed, the molecular mechanisms that underlie it remain unclear. In male germ cells, there are membraneless organelles called nuage, which are observed by electron microscopy in various forms of dense material. Reticulated body (RB) and chromatoid body remnant (CR) are two types of nuage in spermatids, but the functions of both are unknown. Using CRISPR/Cas9 technology, we deleted the entire coding …

Data Mining Framework For Discovering And Clustering Phenotypes Of Atypical Diabetes, Hemang M Parikh, Cassandra L Remedios, Christiane S Hampe, Ashok Balasubramanyam, Susan P Fisher-Hoch, Ye Ji Choi, Sanjeet Patel, Joseph B Mccormick, Maria J Redondo, Jeffrey P Krischer

Faculty, Staff and Students Publications

Context: Some individuals present with forms of diabetes that are "atypical" (AD), which do not conform to typical features of either type 1 diabetes (T1D) or type 2 diabetes (T2D). These forms of AD display a range of phenotypic characteristics that likely reflect different endotypes based on unique etiologies or pathogenic processes.

Objective: To develop an analytical approach to identify and cluster phenotypes of AD.

Methods: We developed Discover Atypical Diabetes (DiscoverAD), a data mining framework, to identify and cluster phenotypes of AD. DiscoverAD was trained against characteristics of manually classified patients with AD among 278 adults with diabetes within …

The Fly Homolog Of Supt16h, A Gene Associated With Neurodevelopmental Disorders, Is Required In A Cell-Autonomous Fashion For Cell Survival, Mengqi Ma, Xi Zhang, Yiming Zheng, Shenzhao Lu, Xueyang Pan, Xiao Mao, Hongling Pan, Hyung-Lok Chung, Hua Wang, Hong Guo, Hugo J Bellen

Faculty, Staff and Students Publications

SUPT16H encodes the large subunit of the FAcilitate Chromatin Transcription (FACT) complex, which functions as a nucleosome organizer during transcription. We identified two individuals from unrelated families carrying de novo missense variants in SUPT16H. The probands exhibit global developmental delay, intellectual disability, epilepsy, facial dysmorphism and brain structural abnormalities. We used Drosophila to characterize two variants: p.T171I and p.G808R. Loss of the fly ortholog, dre4, causes lethality at an early developmental stage. RNAi-mediated knockdown of dre4 in either glia or neurons causes severely reduced eclosion and longevity. Tissue-specific knockdown of dre4 in the eye or wing leads to the loss …

Whole-Exome Sequencing Study Identifies Four Novel Gene Loci Associated With Diabetic Kidney Disease, Yang Pan, Xiao Sun, Xuenan Mi, Zhijie Huang, Yenchih Hsu, James E Hixson, Donna Munzy, Ginger Metcalf, Nora Franceschini, Adrienne Tin, Anna Köttgen, Michael Francis, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium Topmed Kidney Function Working Group, Jennifer A Brody, Bryan Kestenbaum, Colleen M Sitlani, Josyf C Mychaleckyj, Holly Kramer, Leslie A Lange, Xiuqing Guo, Shih-Jen Hwang, Marguerite R Irvin, Jennifer A Smith, Lisa R Yanek, Dhananjay Vaidya, Yii-Der Ida Chen, Myriam Fornage, Donald M Lloyd-Jones, Lifang Hou, Rasika A Mathias, Braxton D Mitchell, Patricia A Peyser, Sharon L R Kardia, Donna K Arnett, Adolfo Correa, Laura M Raffield, Ramachandran S Vasan, L Adrienne Cupple, Daniel Levy, Robert C Kaplan, Kari E North, Jerome I Rotter, Charles Kooperberg, Alexander P Reiner, Bruce M Psaty, Russell P Tracy, Richard A Gibbs, Alanna C Morrison, Harold Feldman, Eric Boerwinkle, Jiang He, Tanika N Kelly, Cric Study Investigators

Faculty, Staff and Students Publications

Diabetic kidney disease (DKD) is recognized as an important public health challenge. However, its genomic mechanisms are poorly understood. To identify rare variants for DKD, we conducted a whole-exome sequencing (WES) study leveraging large cohorts well-phenotyped for chronic kidney disease and diabetes. Our two-stage WES study included 4372 European and African ancestry participants from the Chronic Renal Insufficiency Cohort and Atherosclerosis Risk in Communities studies (stage 1) and 11 487 multi-ancestry Trans-Omics for Precision Medicine participants (stage 2). Generalized linear mixed models, which accounted for genetic relatedness and adjusted for age, sex and ancestry, were used to test associations between …

Assigning Pathogenicity For Tab2 Variants Using A Novel Scalable Functional Assay And Expanding Tab2 Disease Spectrum, Weiyi Xu, Andrea Graves, Monika Weisz-Hubshman, Lamees Hegazy, Christina Magyar, Zian Liu, Eleni Nasiotis, Md Abul Hassan Samee, Thomas Burris, Seema Lalani, Lilei Zhang

Faculty, Staff and Students Publications

Haploinsufficiency of TGF-beta-activated kinase 1 (MAP3K7) binding protein 2 (TAB2) has been associated with congenital heart disease and more recently multiorgan structural abnormalities. Missense variant represents a major proportion of non-synonymous TAB2 variants reported in gnomAD (295/576) and Clinvar (16/73), most of which are variants of uncertain significance (VUSs). However, interpretation of TAB2 missense variants remains challenging because of lack of functional assays. To address this issue, we established a cell-based luciferase assay that enables high-throughput screening of TAB2 variants to assess the functional consequence for predicting variant pathogenicity. Using this platform, we screened 47 TAB2 variants including five pathogenic …

Consensus Recommendations For The Use Of Automated Insulin Delivery Technologies In Clinical Practice, Moshe Phillip, Revital Nimri, Richard M Bergenstal, Katharine Barnard-Kelly, Thomas Danne, Roman Hovorka, Boris P Kovatchev, Laurel H Messer, Christopher G Parkin, Louise Ambler-Osborn, Stephanie A Amiel, Lia Bally, Roy W Beck, Sarah Biester, Torben Biester, Julia E Blanchette, Emanuele Bosi, Charlotte K Boughton, Marc D Breton, Sue A Brown, Bruce A Buckingham, Albert Cai, Anders L Carlson, Jessica R Castle, Pratik Choudhary, Kelly L Close, Claudio Cobelli, Amy B Criego, Elizabeth Davis, Carine De Beaufort, Martin I De Bock, Daniel J Desalvo, J Hans Devries, Klemen Dovc, Francis J Doyle, Laya Ekhlaspour, Naama Fisch Shvalb, Gregory P Forlenza, Geraldine Gallen, Satish K Garg, Dana C Gershenoff, Linda A Gonder-Frederick, Ahmad Haidar, Sara Hartnell, Lutz Heinemann, Simon Heller, Irl B Hirsch, Korey K Hood, Diana Isaacs, David C Klonoff, Olga Kordonouri, Aaron Kowalski, Lori Laffel, Julia Lawton, Rayhan A Lal, Lalantha Leelarathna, David M Maahs, Helen R Murphy, Kirsten Nørgaard, David O'Neal, Sean Oser, Tamara Oser, Eric Renard, Michael C Riddell, David Rodbard, Steven J Russell, Desmond A Schatz, Viral N Shah, Jennifer L Sherr, Gregg D Simonson, R Paul Wadwa, Candice Ward, Stuart A Weinzimer, Emma G Wilmot, Tadej Battelino

Faculty, Staff and Students Publications

The significant and growing global prevalence of diabetes continues to challenge people with diabetes (PwD), healthcare providers, and payers. While maintaining near-normal glucose levels has been shown to prevent or delay the progression of the long-term complications of diabetes, a significant proportion of PwD are not attaining their glycemic goals. During the past 6 years, we have seen tremendous advances in automated insulin delivery (AID) technologies. Numerous randomized controlled trials and real-world studies have shown that the use of AID systems is safe and effective in helping PwD achieve their long-term glycemic goals while reducing hypoglycemia risk. Thus, AID systems …

Effects Of Protein-Coding Variants On Blood Metabolite Measurements And Clinical Biomarkers In The Uk Biobank, Abhishek Nag, Ryan S Dhindsa, Lawrence Middleton, Xiao Jiang, Dimitrios Vitsios, Eleanor Wigmore, Erik L Allman, Anna Reznichenko, Keren Carss, Katherine R Smith, Quanli Wang, Benjamin Challis, Dirk S Paul, Andrew R Harper, Slavé Petrovski

Faculty, Staff and Students Publications

Genome-wide association studies (GWASs) have established the contribution of common and low-frequency variants to metabolic blood measurements in the UK Biobank (UKB). To complement existing GWAS findings, we assessed the contribution of rare protein-coding variants in relation to 355 metabolic blood measurements-including 325 predominantly lipid-related nuclear magnetic resonance (NMR)-derived blood metabolite measurements (Nightingale Health Plc) and 30 clinical blood biomarkers-using 412,393 exome sequences from four genetically diverse ancestries in the UKB. Gene-level collapsing analyses were conducted to evaluate a diverse range of rare-variant architectures for the metabolic blood measurements. Altogether, we identified significant associations (p < 1 × 10

Adenoviral Gene Therapy For Bladder Cancer, Roland W Herzog, Masataka Suzuki

Faculty, Staff and Students Publications

Enhanced by polyamide surfactant Syn3, intravesical administration of rAd-IFNα2b results in transduction of the virus into the bladder epithelium, resulting in the synthesis and expression of local IFNα2b cytokine. Upon secretion, IFNα2b binds to the IFNα receptor on bladder cancer and other cells, resulting in signaling via the JAK-STAT pathway. A plethora of induced IFN-stimulated genes containing IFN-sensitive response elements that contribute to activation of pathways restrict cancer growth.

Phase Separation In Biology And Disease; Current Perspectives And Open Questions, Steven Boeynaems, Shasha Chong, Jörg Gsponer, Liam Holt, Dragomir Milovanovic, Diana M Mitrea, Oliver Mueller-Cajar, Bede Portz, John F Reilly, Christopher D Reinkemeier, Benjamin R Sabari, Serena Sanulli, James Shorter, Emily Sontag, Lucia Strader, Jeanne Stachowiak, Stephanie C Weber, Michael White, Huaiying Zhang, Markus Zweckstetter, Shana Elbaum-Garfinkle, Richard Kriwacki

Faculty, Staff and Students Publications

In the past almost 15 years, we witnessed the birth of a new scientific field focused on the existence, formation, biological functions, and disease associations of membraneless bodies in cells, now referred to as biomolecular condensates. Pioneering studies from several laboratories [reviewed in [1–3]] supported a model wherein biomolecular condensates associated with diverse biological processes form through the process of phase separation. These and other findings that followed have revolutionized our understanding of how biomolecules are organized in space and time within cells to perform myriad biological functions, including cell fate determination, signal transduction, endocytosis, regulation …

Novel And Replicated Clinical And Genetic Risk Factors For Toxicity From High-Dose Methotrexate In Pediatric Acute Lymphoblastic Leukemia, Mark Zobeck, M Brooke Bernhardt, Kala Y Kamdar, Karen R Rabin, Philip J Lupo, Michael E Scheurer

Faculty, Staff and Students Publications

STUDY OBJECTIVE: Methotrexate (MTX) is a key component of treatment for high-risk pediatric acute lymphoblastic leukemia (ALL) but may cause acute kidney injury and prolonged hospitalization due to delayed clearance. The purpose of this study is to identify clinical and genetic factors that may predict which children are at risk for creatinine increase and prolonged MTX clearance.

DESIGN: We conducted a single-center, retrospective cohort study of pediatric patients with ALL who received 4000-5000 mg/m

MAIN RESULTS: Hispanic ethnicity, body mass index (BMI) < 3%, BMI between 85%-95%, and Native American genetic ancestry were found to be associated with an increased risk for creatinine elevation. Older age, Black race, and use of the intensive monitoring protocol were associated with a decreased risk for creatinine elevation. Older age, B- compared to T-ALL, and the minor alleles of rs2838958/SLC19A1 and rs7317112/ABCC4 were associated with an increased risk for delayed clearance. Black race, MTX dose reduction, and the minor allele of rs2306283/SLCO1B1 were found to be associated with a decreased risk for delayed clearance.

CONCLUSIONS: These predictors of MTX toxicities may allow for more precise individualized toxicity risk prediction.

Immune Checkpoint Gene Vsir Predicts Patient Prognosis In Acute Myeloid Leukemia And Myelodysplastic Syndromes, Kevin Yao, Emily Zhou, Evelien Schaafsma, Baoyi Zhang, Chao Cheng

Faculty, Staff and Students Publications

Background: Immune checkpoint proteins play critical functions during the immune response to cancer and have been targeted by immune checkpoint blockade therapy. V-domain Ig suppressor of T cell activation (VSIR) is one of these immune checkpoint genes and has been investigated extensively in recent years due to its conflicting roles in cancer immunity. Specifically, in acute myeloid leukemia (AML), the prognostic value of VSIR is debated.

Results: In both patient tumor samples and cancer cell lines we find that VSIR has the highest expression in AML out of all cancer types and, in AML, has the highest expression out of …

Longitudinal Evaluation Of Serum Micrornas As Biomarkers For Neuroblastoma Burden And Therapeutic P53 Reactivation, Alan Van Goethem, Jill Deleu, Nurten Yigit, Celine Everaert, Myrthala Moreno-Smith, Sanjeev A Vasudevan, Fjoralba Zeka, Fleur Demuynck, Eveline Barbieri, Frank Speleman, Pieter Mestdagh, Jason Shohet, Jo Vandesompele, Tom Van Maerken

Faculty, Staff and Students Publications

Accurate assessment of treatment response and residual disease is indispensable for the evaluation of cancer treatment efficacy. However, performing tissue biopsies for longitudinal follow-up poses a major challenge in the management of solid tumours like neuroblastoma. In the present study, we evaluated whether circulating miRNAs are suitable to monitor neuroblastoma tumour burden and whether treatment-induced changes of miRNA abundance in the tumour are detectable in serum. We performed small RNA sequencing on longitudinally collected serum samples from mice carrying orthotopic neuroblastoma xenografts that were exposed to treatment with idasanutlin or temsirolimus. We identified 57 serum miRNAs to be differentially expressed …

Interaction Between Tumor Cell Tnfr2 And Monocyte Membrane-Bound Tnf-Α Triggers Tumorigenic Inflammation In Neuroblastoma, Julie A Tomolonis, Xin Xu, Kshiti H Dholakia, Chunchao Zhang, Linjie Guo, Amy N Courtney, Siyue Wang, Julien Balzeau, Gabriel A Barragán, Gengwen Tian, Erica J Di Pierro, Leonid S Metelitsa

Faculty, Staff and Students Publications

BACKGROUND: Tumor progression and resistance to therapy in children with neuroblastoma (NB), a common childhood cancer, are often associated with infiltration of monocytes and macrophages that produce inflammatory cytokines. However, the mechanism by which tumor-supportive inflammation is initiated and propagated remains unknown. Here, we describe a novel protumorigenic circuit between NB cells and monocytes that is triggered and sustained by tumor necrosis factor alpha (TNF-α).

METHODS: We used NB knockouts (KOs) of TNF-α and

RESULTS: We found that NB expression of TNFR2 and monocyte membrane-bound tumor necrosis factor alpha is required for monocyte activation and interleukin (IL)-6 production, while NB …

High Molecular Diagnostic Yields And Novel Phenotypic Expansions Involving Syndromic Anorectal Malformations, Raymond Belanger Deloge, Xiaonan Zhao, Pamela N Luna, Chad A Shaw, Jill A Rosenfeld, Daryl A Scott

Faculty, Staff and Students Publications

Evidence suggests that genetic factors contribute to the development of anorectal malformations (ARMs). However, the etiology of the majority of ARMs cases remains unclear. Exome sequencing (ES) may be underutilized in the diagnostic workup of ARMs due to uncertainty regarding its diagnostic yield. In a clinical database of ~17,000 individuals referred for ES, we identified 130 individuals with syndromic ARMs. A definitive or probable diagnosis was made in 45 of these individuals for a diagnostic yield of 34.6% (45/130). The molecular diagnostic yield of individuals who initially met criteria for VACTERL association was lower than those who did not (26.8% …

Natural Killer T Cells And Other Innate-Like T Lymphocytes As Emerging Platforms For Allogeneic Cancer Cell Therapy, Amy N Courtney, Gengwen Tian, Leonid S Metelitsa

Faculty, Staff and Students Publications

T cells expressing chimeric antigen receptors (CARs) have achieved major clinical success in patients with hematologic malignancies. However, these treatments remain largely ineffective for solid cancers and require significant time and resources to be manufactured in an autologous setting. Developing alternative immune effector cells as cancer immunotherapy agents that can be employed in allogeneic settings is crucial for the advancement of cell therapy. Unlike T cells, Vα24-invariant natural killer T cells (NKTs) are not alloreactive and can therefore be generated from allogeneic donors for rapid infusion into numerous patients without the risk of graft-versus-host disease. Additionally, NKT cells demonstrate inherent …

Prenatal Detection Of A Foxf1 Deletion In A Fetus With Acdmpv And Hydronephrosis, Katarzyna Bzdęga, Anna Kutkowska-Kaźmierczak, Gail H Deutsch, Izabela Plaskota, Marta Smyk, Magdalena Niemiec, Artur Barczyk, Ewa Obersztyn, Jan Modzelewski, Iwona Lipska, Paweł Stankiewicz, Marzena Gajecka, Małgorzata Rydzanicz, Rafał Płoski, Tomasz Szczapa, Justyna A Karolak

Faculty, Staff and Students Publications

Alveolar capillary dysplasia with misalignment of pulmonary veins (ACDMPV) is a lethal lung developmental disorder caused by the arrest of fetal lung formation, resulting in neonatal death due to acute respiratory failure and pulmonary arterial hypertension. Heterozygous single-nucleotide variants or copy-number variant (CNV) deletions involving the FOXF1 gene and/or its lung-specific enhancer are found in the vast majority of ACDMPV patients. ACDMPV is often accompanied by extrapulmonary malformations, including the gastrointestinal, cardiac, or genitourinary systems. Thus far, most of the described ACDMPV patients have been diagnosed post mortem, based on histologic evaluation of the lung tissue and/or genetic testing. Here, …

Fixitfelix: Improving Genomic Analysis By Fixing Reference Errors, Sairam Behera, Jonathon Lefaive, Peter Orchard, Medhat Mahmoud, Luis F Paulin, Jesse Farek, Daniela C Soto, Stephen C J Parker, Albert V Smith, Megan Y Dennis, Justin M Zook, Fritz J Sedlazeck

Faculty, Staff and Students Publications

The current version of the human reference genome, GRCh38, contains a number of errors including 1.2 Mbp of falsely duplicated and 8.04 Mbp of collapsed regions. These errors impact the variant calling of 33 protein-coding genes, including 12 with medical relevance. Here, we present FixItFelix, an efficient remapping approach, together with a modified version of the GRCh38 reference genome that improves the subsequent analysis across these genes within minutes for an existing alignment file while maintaining the same coordinates. We showcase these improvements over multi-ethnic control samples, demonstrating improvements for population variant calling as well as eQTL studies.

Pan-Cancer Molecular Subtypes Of Metastasis Reveal Distinct And Evolving Transcriptional Programs, Yiqun Zhang, Fengju Chen, Chad J Creighton

Faculty, Staff and Students Publications

Molecular mechanisms underlying cancer metastasis span diverse tissues of origin. Here, we synthesize and collate the transcriptomes of patient-derived xenografts and patient tumor metastases, and these data collectively represent 38 studies and over 3,000 patients and 4,000 tumors. We identify four expression-based subtypes of metastasis transcending tumor lineage. The first subtype has extensive copy alterations, higher expression of MYC transcriptional targets and DNA repair genes, and bromodomain inhibitor response association. The second subtype has higher expression of genes involving metabolism and prostaglandin synthesis and regulation. The third subtype has evidence of neuronal differentiation, higher expression of DNA and histone methylation …

Alternative Polyadenylation Alters Protein Dosage By Switching Between Intronic And 3’Utr Sites, Nicola De Prisco, Caitlin Ford, Nathan D Elrod, Winston Lee, Lauren C Tang, Kai-Lieh Huang, Ai Lin, Ping Ji, Venkata S Jonnakuti, Lia Boyle, Maximilian Cabaj, Salvatore Botta, Katrin Õunap, Karit Reinson, Monica H Wojcik, Jill A Rosenfeld, Weimin Bi, Kristian Tveten, Trine Prescott, Thorsten Gerstner, Audrey Schroeder, Chin-To Fong, Jaya K George-Abraham, Catherine A Buchanan, Andrea Hanson-Khan, Jonathan A Bernstein, Aikaterini A Nella, Wendy K Chung, Vicky Brandt, Marko Jovanovic, Kimara L Targoff, Hari Krishna Yalamanchili, Eric J Wagner, Vincenzo A Gennarino

Faculty, Staff and Students Publications

Alternative polyadenylation (APA) creates distinct transcripts from the same gene by cleaving the pre-mRNA at poly(A) sites that can lie within the 3' untranslated region (3'UTR), introns, or exons. Most studies focus on APA within the 3'UTR; however, here, we show that CPSF6 insufficiency alters protein levels and causes a developmental syndrome by deregulating APA throughout the transcript. In neonatal humans and zebrafish larvae, CPSF6 insufficiency shifts poly(A) site usage between the 3'UTR and internal sites in a pathway-specific manner. Genes associated with neuronal function undergo mostly intronic APA, reducing their expression, while genes associated with heart and skeletal function …

Emergent Dynamics Of Adult Stem Cell Lineages From Single Nucleus And Single Cell Rna-Seq Of Drosophila Testes, Amelie A Raz, Gabriela S Vida, Sarah R Stern, Sharvani Mahadevaraju, Jaclyn M Fingerhut, Jennifer M Viveiros, Soumitra Pal, Jasmine R Grey, Mara R Grace, Cameron W Berry, Hongjie Li, Jasper Janssens, Wouter Saelens, Zhantao Shao, Chun Hu, Yukiko M Yamashita, Teresa Przytycka, Brian Oliver, Julie A Brill, Henry Krause, Erika L Matunis, Helen White-Cooper, Stephen Dinardo, Margaret T Fuller

Faculty, Staff and Students Publications

Proper differentiation of sperm from germline stem cells, essential for production of the next generation, requires dramatic changes in gene expression that drive remodeling of almost all cellular components, from chromatin to organelles to cell shape itself. Here, we provide a single nucleus and single cell RNA-seq resource covering all of spermatogenesis in Drosophila starting from in-depth analysis of adult testis single nucleus RNA-seq (snRNA-seq) data from the Fly Cell Atlas (FCA) study. With over 44,000 nuclei and 6000 cells analyzed, the data provide identification of rare cell types, mapping of intermediate steps in differentiation, and the potential to identify …

Editorial: Precision Medicine In Obstetrics: Pregnancy Complication, Serena Bertozzi, Bruna Corradetti, Arrigo Fruscalzo, Ambrogio P Londero

Faculty, Staff and Students Publications

No abstract provided.

Loci On Chromosome 12q132 Encompassing Erbb3, Pa2g4 And Rab5b Are Associated With Polycystic Ovary Syndrome, R Alan Harris, Kellie J Archer, Mark O Goodarzi, Timothy P York, Jeffrey Rogers, Andrea Dunaif, Jan M Mcallister, Jerome F Strauss

Faculty, Staff and Students Publications

Polycystic ovary syndrome (PCOS) is characterized by hyperandrogenemia of ovarian theca cell origin. We report significant association of androgen production with 15 single nucleotide variants (SNVs) identified by exome sequencing of theca cells from women with PCOS and normal ovulatory women. Ten SNVs are located within a 150 kbp region on 12q13.2 which encompasses loci identified in PCOS genome-wide association studies (GWAS) and contains PCOS candidate genes ERBB3 and RAB5B. The region also contains PA2G4 which encodes a transcriptional corepressor of androgen receptor and androgen receptor-regulated genes. PA2G4 has not previously been recognized as related to PCOS in published …

Binding Peptide Generation For Mhc Class I Proteins With Deep Reinforcement Learning, Ziqi Chen, Baoyi Zhang, Hongyu Guo, Prashant Emani, Trevor Clancy, Chongming Jiang, Mark Gerstein, Xia Ning, Chao Cheng, Martin Renqiang Min

Faculty, Staff and Students Publications

Motivation: MHC Class I protein plays an important role in immunotherapy by presenting immunogenic peptides to anti-tumor immune cells. The repertoires of peptides for various MHC Class I proteins are distinct, which can be reflected by their diverse binding motifs. To characterize binding motifs for MHC Class I proteins, in vitro experiments have been conducted to screen peptides with high binding affinities to hundreds of given MHC Class I proteins. However, considering tens of thousands of known MHC Class I proteins, conducting in vitro experiments for extensive MHC proteins is infeasible, and thus a more efficient and scalable way to …

Multiplexed Transgenic Selection And Counterselection Strategies To Expedite Genetic Manipulation Workflows Using Drosophila Melanogaster, Koen J T Venken, Nick Matinyan, Yezabel Gonzalez, Herman A Dierick

Faculty, Staff and Students Publications

We recently described a set of four selectable and two counterselectable markers that provide resistance and sensitivity, respectively, against their corresponding drugs using the model organism Drosophila melanogaster. The four selectable markers provide animal resistance against G418 sulfate, Puromycin HCl, Blasticidin S, or Hygromycin B, while the two counterselection markers make animals sensitive to Ganciclovir/Acyclovir, or 5-Fluorocytosine. Unlike classical phenotypic markers, visual or fluorescent, which require extensive screening progeny of a genetic cross for desired genotypes, resistance and sensitivity markers eliminate this laborious procedure by directly selecting for, or counterselecting against, the desired genotypes. We demonstrated the usefulness of …

Serial Recombineering Cloning To Build Selectable And Tagged Genomic P[Acman] Bac Clones For Selection Transgenesis And Functional Gene Analysis Using Drosophila Melanogaster, Koen J T Venken, Nick Matinyan, Yezabel Gonzalez, Herman A Dierick

Faculty, Staff and Students Publications

Transgenes with genomic DNA fragments that encompass genes of interest are the gold standard for complementing null alleles in rescue experiments in the fruit fly Drosophila melanogaster. Of particular interest are genomic DNA clones available as bacterial artificial chromosomes (BACs) or fosmids from publicly available genomic DNA libraries. Genes contained within BAC and fosmid clones can be easily modified by recombineering cloning to insert peptide or protein tags to localize, visualize, or manipulate gene products, and to create point mutations or deletions for structure-function analysis of the inserted genes. However, since transgenesis efficiency is inversely correlated with transgene size, obtaining …

Pediatric Rhabdomyosarcoma Incidence And Survival In The United States: An Assessment Of 5656 Cases, 2001–2017, Matthew T Mcevoy, David A Siegel, Shifan Dai, Mehmet Fatih Okcu, Mark Zobeck, Rajkumar Venkatramani, Philip J Lupo

Faculty, Staff and Students Publications

BACKGROUND: While rhabdomyosarcoma (RMS) is the most common soft tissue sarcoma in children and adolescents, past epidemiology studies of this malignancy used data that covered

METHODS: Incidence and survival were assessed for pediatric patients diagnosed with RMS during 2003-2017 and 2001-2016, respectively. Both demographic and clinical variables were evaluated. Age-adjusted incidence rates, average annual percent change (AAPC), and 5-year relative survival (RS) were calculated, all with corresponding 95% confidence intervals (CIs). Cox regression models were used to evaluate the impact of demographic and clinical variables on survival.

RESULTS: We identified 5656 primary RMS cases in USCS during 2003-2017. The age-adjusted …

Lipid Overload – A Culprit For Hypertrophic Cardiomyopathy?, Lilei Zhang, Na Li

Faculty, Staff and Students Publications

No abstract provided.

Compound Heterozygosity Of A De Novo Submicroscopic Deletion And An Inherited Frameshift Pathogenic Variant In The Pkhd1 Gene In A Fetus With Bilaterally Enlarged And Echogenic Kidneys, Enlarged Abdomen And Oligohydramnios, Takuya Sakyu, Samantha R Stover, Yue Wang, Patricia Ward, Manisha Gandhi, Michael C Braun, Ignatia B Van Den Veyver, Weimin Bi

Faculty, Staff and Students Publications

We present a fetus with bilaterally enlarged and echogenic kidneys. Prenatal testing detected compound heterozygosity for a 0.676 Mb de novo deletion and an inherited pathogenic variant in PKHD1. This is the first case of autosomal recessive polycystic kidney disease (ARPKD) with a prenatally detected disease‐causing PKHD1 deletion.

In Vivo Editing Of The Pan-Endothelium By Immunity Evading Simian Adenoviral Vector, Reka Lorincz, Aluet Borrego Alvarez, Christopher J Walkey, Samir A Mendonça, Zhi Hong Lu, Alexa E Martinez, Cecilia Ljungberg, Jason D Heaney, William R Lagor, David T Curiel

Faculty, Staff and Students Publications

Biological applications deriving from the clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 site-specific nuclease system continue to impact and accelerate gene therapy strategies. Safe and effective in vivo co-delivery of the CRISPR/Cas9 system to target somatic cells is essential in the clinical therapeutic context. Both non-viral and viral vector systems have been applied for this delivery matter. Despite elegant proof-of-principle studies, available vector technologies still face challenges that restrict the application of CRISPR/Cas9-facilitated gene therapy. Of note, the mandated co-delivery of the gene-editing components must be accomplished in the potential presence of pre-formed anti-vector immunity. Additionally, methods must be sought …