Biomedical Informatics Commons^™

Hla Factors Versus Non-Hla Factors For Haploidentical Donor Selection, Rohtesh S Mehta, Kai Cao, Rima M Saliba, Gheath Al-Atrash, Amin M Alousi, Konstantinos Lontos, Curtis Marcoux, Yudith Carmazzi, Gabriela Rondon, Qaiser Bashir, Chitra M Hosing, Partow Kebriaei, Issa Khouri, David Marin, Yago Nieto, Betul Oran, Uday R Popat, Muzaffar H Qazilbash, Jeremy Ramdial, Katayoun Rezvani, Richard E Champlin, Elizabeth J Shpall

Faculty, Staff and Student Publications

When multiple haploidentical donors are available for transplantation, those of younger generations are generally selected over those of older generations. However, it is unclear who is the optimal donor when selecting candidates from within a generation, such as father versus mother, son versus daughter, or brother versus sister. Although traditionally male donors are favored over female donors, particularly for male recipients, and significant associations of individual HLA mis(matches) on outcomes are being increasingly recognized, the hierarchy of factors for donor selection is indeterminate. To assess whether HLA factors take precedence over non-HLA factors and to isolate the influence of specific …

Circulating Neutrophils And Tumor-Associated Myeloid Cells Function As A Powerful Biomarker For Response To Chemoradiation In Locally Advanced Cervical Cancer, Olsi Gjyshi, Adam Grippin, Lauren Andring, Anuja Jhingran, Lilie L Lin, Julianna Bronk, Patricia J Eifel, Melissa M Joyner, Jagannadha K Sastry, Kyoko Yoshida-Court, Travis N Solley, Tatiana Cisneros Napravnik, Madison P O'Hara, Venkatesh L Hegde, Lauren E Colbert, Ann H Klopp

Faculty, Staff and Student Publications

PURPOSE: The immune system's role in mediating the cytotoxic effects of chemoradiotherapy remains not completely understood. The integration of immunotherapies into treatment will require insight into features and timing of the immune microenvironment associated with treatment response. Here, we investigated the role of circulating neutrophils and tumor-associated myeloid cells (TSAMs) as potential agents and biomarkers for disease-related outcomes in locally advanced cervical cancer (LACC).

MATERIAL AND METHODS: Hematologic parameters for two LACC patient cohorts, a retrospective clinical and a prospective translational cohort, were obtained at baseline, weekly during chemoradiotherapy for the retrospective cohort, biweekly during chemoradiotherapy for the prospective cohort, …

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.

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% …

Kras-Mutant Lung Cancer: Targeting Molecular And Immunologic Pathways, Therapeutic Advantages And Restrictions, Nastaran Karimi, Seyed Javad Moghaddam

Faculty, Staff and Student Publications

RAS mutations are among the most common oncogenic mutations in human cancers. Among RAS mutations, KRAS has the highest frequency and is present in almost 30% of non-small-cell lung cancer (NSCLC) patients. Lung cancer is the number one cause of mortality among cancers as a consequence of outrageous aggressiveness and late diagnosis. High mortality rates have been the reason behind numerous investigations and clinical trials to discover proper therapeutic agents targeting KRAS. These approaches include the following: direct KRAS targeting; synthetic lethality partner inhibitors; targeting of KRAS membrane association and associated metabolic rewiring; autophagy inhibitors; downstream inhibitors; and immunotherapies and …

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, …

Emerging Treatments For Myelodysplastic Syndromes: Biological Rationales And Clinical Translation, Juan Jose Rodriguez-Sevilla, Vera Adema, Guillermo Garcia-Manero, Simona Colla

Faculty, Staff and Student Publications

Myelodysplastic syndromes (MDSs) are a heterogeneous group of clonal hematopoietic stem cell disorders characterized by myeloid dysplasia, peripheral blood cytopenias, and increased risk of progression to acute myeloid leukemia (AML). The standard of care for patients with MDS is hypomethylating agent (HMA)-based therapy; however, nearly 50% of patients have no response to the treatment. Patients with MDS in whom HMA therapy has failed have a dismal prognosis and no approved second-line therapy options, so enrollment in clinical trials of experimental agents represents these patients' only chance for improved outcomes. A better understanding of the molecular and biological mechanisms underpinning MDS …

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.

Differential Regulation Of H3k9/H3k14 Acetylation By Small Molecules Drives Neuron-Fate-Induction Of Glioma Cell, Xincheng Liu, Cui Guo, Tiandong Leng, Zhen Fan, Jialuo Mai, Jiehong Chen, Jinhai Xu, Qianyi Li, Bin Jiang, Ke Sai, Wenzhuo Yang, Jiayu Gu, Jingyi Wang, Shuxin Sun, Zhijie Chen, Yingqian Zhong, Xuanming Liang, Chaoxin Chen, Jing Cai, Yuan Lin, Jiankai Liang, Jun Hu, Guangmei Yan, Wenbo Zhu, Wei Yin

Faculty, Staff and Student Publications

Differentiation therapy using small molecules is a promising strategy for improving the prognosis of glioblastoma (GBM). Histone acetylation plays an important role in cell fate determination. Nevertheless, whether histone acetylation in specific sites determines GBM cells fate remains to be explored. Through screening from a 349 small molecule-library, we identified that histone deacetylase inhibitor (HDACi) MS-275 synergized with 8-CPT-cAMP was able to transdifferentiate U87MG GBM cells into neuron-like cells, which were characterized by cell cycle arrest, rich neuron biomarkers, and typical neuron electrophysiology. Intriguingly, acetylation tags of histone 3 at lysine 9 (H3K9ac) were decreased in the promoter of multiple …

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 …

Ambient Oxygen Levels Regulate Intestinal Dysbiosis And Gvhd Severity After Allogeneic Stem Cell Transplantation, Keisuke Seike, Anders Kiledal, Hideaki Fujiwara, Israel Henig, Marina Burgos Da Silva, Marcel R M Van Den Brink, Robert Hein, Matthew Hoostal, Chen Liu, Katherine Oravecz-Wilson, Emma Lauder, Lu Li, Yaping Sun, Thomas M Schmidt, Yatrik M Shah, Robert R Jenq, Gregory Dick, Pavan Reddy

Faculty, Staff and Student Publications

The severity of T cell-mediated gastrointestinal (GI) diseases such as graft-versus-host disease (GVHD) and inflammatory bowel diseases correlates with a decrease in the diversity of the host gut microbiome composition characterized by loss of obligate anaerobic commensals. The mechanisms underpinning these changes in the microbial structure remain unknown. Here, we show in multiple specific pathogen-free (SPF), gnotobiotic, and germ-free murine models of GI GVHD that the initiation of the intestinal damage by the pathogenic T cells altered ambient oxygen levels in the GI tract and caused dysbiosis. The change in oxygen levels contributed to the severity of intestinal pathology in …

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 …

A Complete Methyl-Lysine Binding Aromatic Cage Constructed By Two Domains Of Phf2, John R Horton, Jujun Zhou, Qin Chen, Xing Zhang, Mark T Bedford, Xiaodong Cheng

Faculty, Staff and Student Publications

The N-terminal half of PHF2 harbors both a plant homeodomain (PHD) and a Jumonji domain. The PHD recognizes both histone H3 trimethylated at lysine 4 and methylated nonhistone proteins including vaccinia-related kinase 1 (VRK1). The Jumonji domain erases the repressive dimethylation mark from histone H3 lysine 9 (H3K9me2) at select promoters. The N-terminal amino acid sequences of H3 (AR2TK4) and VRK1 (PR2VK4) bear an arginine at position 2 and lysine at position 4. Here, we show that the PHF2 N-terminal half binds to H3 and VRK1 peptides containing K4me3, with dissociation constants (KD values) of 160 nM and 42 nM, …

Tissue-Resident Memory T Cells Trigger Rapid Exudation And Local Antibody Accumulation, Pamela C Rosato, Sahar Lotfi-Emran, Vineet Joag, Sathi Wijeyesinghe, Clare F Quarnstrom, Hanna N Degefu, Rebecca Nedellec, Jason M Schenkel, Lalit K Beura, Lars Hangartner, Dennis R Burton, David Masopust

Faculty, Staff and Student Publications

Adaptive immunity is didactically partitioned into humoral and cell-mediated effector mechanisms, which may imply that each arm is separate and does not function together. Here, we report that the activation of CD8+ resident memory T cells (TRM) in nonlymphoid tissues triggers vascular permeability, which facilitates rapid distribution of serum antibodies into local tissues. TRM reactivation was associated with transcriptional upregulation of antiviral signaling pathways as well as Fc receptors and components of the complement cascade. Effects were local, but evidence is presented that TRM in brain and reproductive mucosa are both competent to induce rapid antibody exudation. TRM reactivation in …

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 …

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.

Nonhuman Primate Genetic Models For The Study Of Rare Diseases, Eric J Vallender, Charlotte E Hotchkiss, Anne D Lewis, Jeffrey Rogers, Joshua A Stern, Samuel M Peterson, Betsy Ferguson, Ken Sayers

Faculty, Staff and Students Publications

Pre-clinical research and development relies heavily upon translationally valid models of disease. A major difficulty in understanding the biology of, and developing treatments for, rare disease is the lack of animal models. It is important that these models not only recapitulate the presentation of the disease in humans, but also that they share functionally equivalent underlying genetic causes. Nonhuman primates share physiological, anatomical, and behavioral similarities with humans resulting from close evolutionary relationships and high genetic homology. As the post-genomic era develops and next generation sequencing allows for the resequencing and screening of large populations of research animals, naturally occurring …

Integration Of Transcriptome-Wide Association Study With Neuronal Dysfunction Assays Provides Functional Genomics Evidence For Parkinson’S Disease Genes, Jiayang Li, Bismark Kojo Amoh, Emma Mccormick, Akash Tarkunde, Katy Fan Zhu, Alma Perez, Megan Mair, Justin Moore, Joshua M Shulman, Ismael Al-Ramahi, Juan Botas

Faculty, Staff and Students Publications

Genome-wide association studies (GWAS) have markedly advanced our understanding of the genetics of Parkinson's disease (PD), but they currently do not account for the full heritability of PD. In many cases it is difficult to unambiguously identify a specific gene within each locus because GWAS does not provide functional information on the identified candidate loci. Here we present an integrative approach that combines transcriptome-wide association study (TWAS) with high-throughput neuronal dysfunction analyses in Drosophila to discover and validate candidate PD genes. We identified 160 candidate genes whose misexpression is associated with PD risk via TWAS. Candidates were validated using orthogonal …

A Novel Defined Tlr3 Agonist As An Effective Vaccine Adjuvant, Kwang Hyun Ko, Seung Bin Cha, Seung-Hwan Lee, Hyun Shik Bae, Chul Soo Ham, Min-Gyu Lee, Dong-Ho Kim, Seung Hyun Han

Faculty, Staff and Student Publications

Synthetic double-stranded RNA analogs recognized by Toll-like receptor 3 (TLR3) are an attractive adjuvant candidate for vaccines, especially against intracellular pathogens or tumors, because of their ability to enhance T cell and antibody responses. Although poly(I:C) is a representative dsRNA with potent adjuvanticity, its clinical application has been limited due to heterogeneous molecular size, inconsistent activity, poor stability, and toxicity. To overcome these limitations, we developed a novel dsRNA-based TLR3 agonist named NexaVant (NVT) by using PCR-coupled bidirectional in vitro transcription. Agarose gel electrophoresis and reverse phase-HPLC analysis demonstrated that NVT is a single 275-kDa homogeneous molecule. NVT appears to …

Genetics And Pathogenesis Of Parkinson's Syndrome, Hui Ye, Laurie A Robak, Meigen Yu, Matthew Cykowski, Joshua M Shulman

Faculty, Staff and Students Publications

Parkinson's disease (PD) is clinically, pathologically, and genetically heterogeneous, resisting distillation to a single, cohesive disorder. Instead, each affected individual develops a virtually unique form of Parkinson's syndrome. Clinical manifestations consist of variable motor and nonmotor features, and myriad overlaps are recognized with other neurodegenerative conditions. Although most commonly characterized by alpha-synuclein protein pathology throughout the central and peripheral nervous systems, the distribution varies and other pathologies commonly modify PD or trigger similar manifestations. Nearly all PD is genetically influenced. More than 100 genes or genetic loci have been identified, and most cases likely arise from interactions among many common …

Tmem161b Regulates Cerebral Cortical Gyration, Sonic Hedgehog Signaling, And Ciliary Structure In The Developing Central Nervous System, Shyam K Akula, Jack H Marciano, Youngshin Lim, David Exposito-Alonso, Norma K Hylton, Grace H Hwang, Jennifer E Neil, Nicole Dominado, Rosie K Bunton-Stasyshyn, Janet H T Song, Maya Talukdar, Aloisia Schmid, Lydia Teboul, Alisa Mo, Taehwan Shin, Benjamin Finander, Samantha G Beck, Rebecca C Yeh, Aoi Otani, Xuyu Qian, Ellen M Degennaro, Fowzan S Alkuraya, Sateesh Maddirevula, Gregory D Cascino, Caterina Giannini, Undiagnosed Diseases Network, Lindsay C Burrage, Jill A Rosenfield, Shamika Ketkar, Gary D Clark, Carlos Bacino, Richard A Lewis, Rosalind A Segal, J Fernando Bazan, Kelly A Smith, Jeffrey A Golden, Ginam Cho, Christopher A Walsh

Faculty, Staff and Students Publications

Sonic hedgehog signaling regulates processes of embryonic development across multiple tissues, yet factors regulating context-specific Shh signaling remain poorly understood. Exome sequencing of families with polymicrogyria (disordered cortical folding) revealed multiple individuals with biallelic deleterious variants in TMEM161B, which encodes a multi-pass transmembrane protein of unknown function. Tmem161b null mice demonstrated holoprosencephaly, craniofacial midline defects, eye defects, and spinal cord patterning changes consistent with impaired Shh signaling, but were without limb defects, suggesting a CNS-specific role of Tmem161b. Tmem161b depletion impaired the response to Smoothened activation in vitro and disrupted cortical histogenesis in vivo in both mouse and ferret …

Mixcan: A Framework For Cell-Type-Aware Transcriptome-Wide Association Studies With An Application To Breast Cancer, Xiaoyu Song, Jiayi Ji, Joseph H Rothstein, Stacey E Alexeeff, Lori C Sakoda, Adriana Sistig, Ninah Achacoso, Eric Jorgenson, Alice S Whittemore, Robert J Klein, Laurel A Habel, Pei Wang, Weiva Sieh

Faculty, Staff and Student Publications

Human bulk tissue samples comprise multiple cell types with diverse roles in disease etiology. Conventional transcriptome-wide association study approaches predict genetically regulated gene expression at the tissue level, without considering cell-type heterogeneity, and test associations of predicted tissue-level expression with disease. Here we develop MiXcan, a cell-type-aware transcriptome-wide association study approach that predicts cell-type-level expression, identifies disease-associated genes via combination of cell-type-level association signals for multiple cell types, and provides insight into the disease-critical cell type. As a proof of concept, we conducted cell-type-aware analyses of breast cancer in 58,648 women and identified 12 transcriptome-wide significant genes using MiXcan compared …

Svhound: Detection Of Regions That Harbor Yet Undetected Structural Variation, Luis F Paulin, Muthuswamy Raveendran, R Alan Harris, Jeffrey Rogers, Arndt Von Haeseler, Fritz J Sedlazeck

Faculty, Staff and Students Publications

BACKGROUND: Recent population studies are ever growing in number of samples to investigate the diversity of a population or species. These studies reveal new polymorphism that lead to important insights into the mechanisms of evolution, but are also important for the interpretation of these variations. Nevertheless, while the full catalog of variations across entire species remains unknown, we can predict which regions harbor additional not yet detected variations and investigate their properties, thereby enhancing the analysis for potentially missed variants.

RESULTS: To achieve this we developed SVhound ( https://github.com/lfpaulin/SVhound ), which based on a population level SVs dataset can predict …

Integrated Mrna Sequence Optimization Using Deep Learning, Haoran Gong, Jianguo Wen, Ruihan Luo, Yuzhou Feng, Jingjing Guo, Hongguang Fu, Xiaobo Zhou

Faculty, Staff and Student Publications

The coronavirus disease of 2019 pandemic has catalyzed the rapid development of mRNA vaccines, whereas, how to optimize the mRNA sequence of exogenous gene such as severe acute respiratory syndrome coronavirus 2 spike to fit human cells remains a critical challenge. A new algorithm, iDRO (integrated deep-learning-based mRNA optimization), is developed to optimize multiple components of mRNA sequences based on given amino acid sequences of target protein. Considering the biological constraints, we divided iDRO into two steps: open reading frame (ORF) optimization and 5' untranslated region (UTR) and 3'UTR generation. In ORF optimization, BiLSTM-CRF (bidirectional long-short-term memory with conditional random …

Exploring Therapeutic Strategies For Infantile Neuronal Axonal Dystrophy (Inad/Park14), Guang Lin, Burak Tepe, Geoff Mcgrane, Regine C Tipon, Gist Croft, Leena Panwala, Amanda Hope, Agnes J H Liang, Zhongyuan Zuo, Seul Kee Byeon, Lily Wang, Akhilesh Pandey, Hugo J Bellen

Faculty, Staff and Students Publications

Infantile neuroaxonal dystrophy (INAD) is caused by recessive variants in PLA2G6 and is a lethal pediatric neurodegenerative disorder. Loss of the Drosophila homolog of PLA2G6, leads to ceramide accumulation, lysosome expansion, and mitochondrial defects. Here, we report that retromer function, ceramide metabolism, the endolysosomal pathway, and mitochondrial morphology are affected in INAD patient-derived neurons. We show that in INAD mouse models, the same features are affected in Purkinje cells, arguing that the neuropathological mechanisms are evolutionary conserved and that these features can be used as biomarkers. We tested 20 drugs that target these pathways and found that Ambroxol, Desipramine, …

A Gain-Of-Function Tpc2 Variant R210c Increases Affinity To Pi(3,5)P2 And Causes Lysosome Acidification And Hypopigmentation, Qiaochu Wang, Zengge Wang, Yizhen Wang, Zhan Qi, Dayong Bai, Chentong Wang, Yuanying Chen, Wenjian Xu, Xili Zhu, Jaepyo Jeon, Jian Xiong, Chanjuan Hao, Michael Xi Zhu, Aihua Wei, Wei Li

Faculty, Staff and Student Publications

Albinism is a group of inherited disorders mainly affecting skin, hair and eyes. Here we identify a de novo point mutation, p.R210C, in the TPCN2 gene which encodes Two Pore Channel 2 (TPC2) from a patient with albinism. TPC2 is an endolysosome and melanosome localized non-selective cation channel involved in regulating pigment production. Through inside-out recording of plasma membrane targeted TPC2 and direct recording of enlarged endolysosomal vacuoles, we reveal that the R210C mutant displays constitutive channel activation and markedly increased affinity to PI(3,5)P2. Mice harboring the homologous mutation, R194C, also exhibit hypopigmentation in the fur and skin, as well …