Genetic Structures Commons^™

Wnt4 Deficiency Impacts Heart, Diaphragm, And Palate Development: Insights From Human Genetics, Machine Learning, And Mouse Models, Andrés Hernández-García, Bum Jun Kim, David Chitayat, Patrick Shannon, Stephanie Hedges, Maria Al Bandari, Maria J Guillen Sacoto, Emily Anne Bates, Yunus H Ozekin, Victor Faundes, Pamela N Luna, Chad A Shaw, Tara L Rasmussen, Chih-Wei Hsu, Daryl A Scott

Faculty, Staff and Students Publications

WNT4 is a secreted protein that plays a critical role in the regulation of cell fate and embryogenesis. Biallelic variants in WNT4 have been linked to SERKAL syndrome, an autosomal recessive disorder characterized by 46,XX sex reversal and dysgenesis of the kidneys, adrenals, and lungs. SERKAL syndrome has only been described in a single consanguineous kindred with four affected fetuses. Additional features seen in a subset of affected fetuses included ventricular septal defect (VSD), congenital diaphragmatic hernia (CDH), and orofacial clefting (OFC). To determine if these additional features were likely to be caused by WNT4 deficiency, we used machine learning …

Clinical Exome Sequencing Efficacy And Phenotypic Expansions Involving Non-Isolated Congenital Anomalies Of Kidney And Urinary Tract (Cakut+), E Andres Rivera-Munoz, Xiaonan E Zhao, Jill A Rosenfeld, Pamela N Luna, Chad A Shaw, Jennifer E Posey, Daryl A Scott

Faculty, Staff and Students Publications

Congenital Anomalies of Kidney and Urinary Tract (CAKUT) can occur in isolation or in conjunction with one or more non-CAKUT associated congenital anomalies or neurodevelopmental disorders (CAKUT+). A molecular cause is not identified in most individuals with CAKUT+. This is due, in part, to uncertainty regarding the efficacy of genetic testing and an incomplete understanding of the genes that cause CAKUT+. Here, we use data from 515 individuals with CAKUT+ (n = 500) or isolated CAKUT (n = 15) to determine the efficacy of clinical exome sequencing (cES) and to identify new phenotype expansions that involve CAKUT. We determined that …

Mecp2 Interacts With The Super Elongation Complex To Regulate Transcription, Jun Young Sonn, Wonho Kim, Marta Iwanaszko, Yuki Aoi, Yan Li, Guantong Qi, Luke Parkitny, Janice L Brissette, Lorin Weiner, Juan Botas, Ismael Al-Ramahi, Ali Shilatifard, Huda Y Zoghbi

Faculty, Staff and Students Publications

Loss-of-function mutations in methyl-CpG binding protein 2 (MECP2) cause Rett syndrome. While we know that MeCP2 binds to methylated cytosines on DNA, the full breadth of the molecular mechanisms by which MeCP2 regulates gene expression remains incompletely understood. Here, using a genetic modifier screen, we identify the super elongation complex, a P-TEFb–containing elongation factor that releases promoter-proximally paused RNA polymerase II, as a genetic interactor of MECP2. MeCP2 physically interacts with SEC subunits and directly binds AFF4, the scaffold of the SEC, via the transcriptional repression domain. Furthermore, MeCP2 facilitates the binding of AFF4 on a subset …

Investigating The Neuronal Role Of The Proteasomal Atpase Subunit Gene Psmc5 In Neurodevelopmental Proteasomopathies, Sébastien Küry, Janelle E Stanton, Geeske M Van Woerden, Amélie Bosc-Rosati, Tzung-Chien Hsieh, Lise Bray, Marielle Oloudé, Cory Rosenfelt, Marie Pier Scott-Boyer, Victoria Most, Tianyun Wang, Jonas J Papendorf, Charlotte De Konink, Wallid Deb, Virginie Vignard, Maja Studencka-Turski, Thomas Besnard, Anna M Hajdukowicz, Franziska G Thiel, Sophie Wolfgramm, Laëtitia Florenceau, Silvestre Cuinat, Sylvain Marsac, Yann Verrès, Audrey Dangoumau, Léa Poirier, Ingrid M Wentzensen, Annabelle Tuttle, Cara Forster, Johanna Striesow, Richard Golnik, Damara Ortiz, Laura Jenkins, Jill A Rosenfeld, Alban Ziegler, Clara Houdayer, Dominique Bonneau, Erin Torti, Amber Begtrup, Kristin G Monaghan, Sureni V Mullegama, Catharina M L Nienke Volker-Touw, Koen L I Van Gassen, Renske Oegema, Mirjam S De Pagter, Katharina Steindl, Anita Rauch, Ivan Ivanovski, Kimberly Mcdonald, Emily Boothe, Andrew Dauber, Janice Baker, Noelle Andrea V Fabie, Raphael A Bernier, Tychele N Turner, Siddharth Srivastava, Kira A Dies, Lindsay C Swanson, Carrie Costin, Alali Abdulrazak, Rebekah K Jobling, John Pappas, Rachel Rabin, Dmitriy Niyazov, Anne Chun-Hui Tsai, Karen Kovak, David B Beck, May Christine V Malicdan, David R Adams, Lynne Wolfe, Rebecca D Ganetzky, Colleen C Muraresku, Davit Babikyan, Zdeněk Sedláček, Miroslava Hančárová, Andrew T Timberlake, Hind Al Saif, Berkley Nestler, Kayla King, M J Hajianpour, Gregory Costain, D'Arcy Prendergast, Chumei Li, David Geneviève, Antonio Vitobello, Arthur Sorlin, Christophe Philippe, Tamar Harel, Ori Toker, Ataf Sabir, Derek Lim, Mark J Hamilton, Lisa J Bryson, Elaine Cleary, Sacha Weber, Trevor L Hoffman, Anna M Cueto-González, Eduardo F Tizzano, David Gómez-Andrés, Marta Codina-Solà, Athina Ververi, Efterpi Pavlidou, Alexandros Lambropoulos, Kyriakos Garganis, Marlène Rio, Jonathan Levy, Sarah J Langas, Anne M Mcrae, Mathieu K Lessard, Maria Daniela D'Agostino, Isabelle De Bie, Meret Wegler, Rami Abou Jamra, Susanne B Kamphausen, Viktoria Bothe, Lorraine Potocki, Eric Olinger, Yves Sznajer, Elsa Wiame, Michelle L Thompson, Molly C Schroeder, Catherine Gooch, Raphael A Smith, Arti Pandya, Larissa M Busch, Uwe Völker, Elke Hammer, Kristian Wende, Benjamin Cogné, Bertrand Isidor, Jens Meiler, Clémentine Ripoll, Stéphanie Bigou, Frédéric Laumonnier, Peter W Hildebrand, Evan E Eichler, Kirsty Mcwalter, Peter M Krawitz, Florence Roux-Dalvai, Ype Elgersma, Julien Marcoux, Marie-Pierre Bousquet, Arnaud Droit, Jeremie Poschmann, Andreas M Grabrucker, Francois V Bolduc, Stéphane Bézieau, Frédéric Ebstein, Elke Krüger

Faculty, Staff and Students Publications

Neurodevelopmental proteasomopathies are a group of disorders caused by variants in proteasome subunit genes, that disrupt protein homeostasis and brain development through poorly characterized mechanisms. Here, we report 26 distinct variants in PSMC5, encoding the AAA⁺ ATPase subunit PSMC5/RPT6, in individuals with syndromic neurodevelopmental conditions. Combining genetic, multi-omics and biochemical approaches across cellular models and Drosophila, we unveil the essential role of proteasomes in sustaining key cellular processes. Loss of PSMC5/RPT6 function impairs proteasome activity, leading to protein aggregation, disruption of mitochondrial homeostasis, and dysregulation of lipid metabolism and immune signaling. It also compromises synaptic balance, neuritogenesis, and neural progenitor …

Single Cell Long Read Whole Genome Sequencing Reveals Somatic Transposon Activity In Human Brain, Michal B Izydorczyk, Ester Kalef-Ezra, Dominic W Horner, Xinchang Zheng, Nadine Holmes, Marco Toffoli, Zeliha Sahin, Yi Han, Heer H Mehta, Sonja W Scholz, Clifton L Dalgard, Donna M Muzny, Adam Ameur, Fritz J Sedlazeck, Christos Proukakis

Faculty, Staff and Students Publications

The advent of single cell DNA sequencing revealed astonishing dynamics of genomic variability, but failed at characterizing smaller to mid size variants that on the germline level have a profound impact. In this work we discover previously uncharacterized genomic dynamics in 18 cells from three human brains utilizing single cell long-read whole genome sequencing. This provides key insights into the dynamic of the genomes of individual cells and further highlights brain specific activity of transposable elements, but requires validation in larger studies.

Information Theory Analysis Of Ctx Shows Consistent Clinical Presentation, Jennifer Hanson, Penelope E Bonnen

Faculty, Staff and Students Publications

Cerebrotendinous xanthomatosis (CTX) is a rare, metabolic disorder caused by pathogenic variants in CYP27A1. The classic clinical presentation includes infantile-onset chronic diarrhea, juvenile-onset bilateral cataracts, with development of tendon xanthomas and progressive neurological dysfunction. These multisystem clinical features typically appear in different decades of life often confounding diagnosis of CTX. Further complicating diagnosis is the generally held belief that the clinical presentation of CTX varies highly between individuals and even within families. We applied information theory analyses to CTX patient data to quantitatively assess clinical variability in CTX. We conducted a systematic review of the literature to identify all CTX …

Mutations In The Key Autophagy Tethering Factor Epg5 Link Neurodevelopmental And Neurodegenerative Disorders Including Early-Onset Parkinsonism, Hormos Salimi Dafsari, Celine Deneubourg, Kritarth Singh, Reza Maroofian, Zita Suprenant, Ay Lin Kho, Neil J Ingham, Karen P Steel, Preethi Sheshadri, Franciska Baur, Lea Hentrich, Birgit Gerisch, Mina Zamani, Cesar Alves, Ata Siddiqui, Haidar S Dafsari, Mehri Salari, Anthony E Lang, Michael Harris, Alice Abdelaleem, Saeid Sadeghian, Reza Azizimalamiri, Hamid Galehdari, Gholamreza Shariati, Alireza Sedaghat, Jawaher Zeighami, Daniel Calame, Dana Marafi, Ruizhi Duan, Adrian Boehnke, Gary D Clark, Jill A Rosenfeld, Carrie A Mohila, Dora Steel, Saurabh Chopra, Suvasini Sharma, Nicolai Kohlschmidt, Steffi Patzer, Afshin Saffari, Darius Ebrahimi-Fakhari, Büşra Eser Çavdartepe, Irene J Chang, Erika Beckman, Renate Peters, Andrew Paul Fennell, Bernice Lo, Luisa Averdunk, Felix Distelmaier, Martina Baethmann, Frances Elmslie, Kairit Joost, Sheela Nampoothiri, Dhanya Yesodharan, Hanna Mandel, Amy Kimball, Antonie D Kline, Cyril Mignot, Boris Keren, Vincent Laugel, Katrin Õunap, Kalpana Devadathan, Frederique M C Van Berkestijn, Arpana Silwal, Saskia Koene, Sumit Verma, Mohammed Yousuf Karim, Chahynez Boubidi, Majid Aziz, Gehad Elghazali, Lauren Mattas, Mohammad Miryounesi, Farzad Hashemi-Gorji, Shahryar Alavi, Nayereh Nouri, Mehrdad Noruzinia, Saeideh Kavousi, Arveen Kamath, Sandeep Jayawant, Russell Saneto, Nourelhoda A Haridy, Pinar Ozkan Kart, Ali Cansu, Madeleine Joubert, Claire Beneteau, Kyra E Stuurman, Martina Wilke, Tahsin Stefan Barakat, Homa Tajsharghi, Annarita Scardamaglia, Sadeq Vallian, Semra Hız, Ali Shoeibi, Reza Boostani, Narges Hashemi, Meisam Babaei, Norah Saleh Alsaleh, Julie Porter, Tania Attié-Bitach, Pauline Marzin, Dorota Wicher, Jessica I Gold, Elisabeth Schuler, Amna Kashgari, Rakan F Alanazi, Wafaa Eyaid, Marc Engelen, Mirjam Langeveld, Burkhard Stüve, Yun Li, Gökhan Yigit, Bernd Wollnik, Mariana H G Monje, Dimitri Krainc, Niccolò E Mencacci, Somayeh Bakhtiari, Michael Kruer, Emanuela Argilli, Elliott Sherr, Yalda Jamshidi, Ehsan Ghayoor Karimiani, Yiu Wing Sunny Cheung, Ivan Karin, Giovanni Zifarelli, Peter Bauer, Wendy K Chung, James R Lupski, Manju A Kurian, Jörg Dötsch, Jürgen-Christoph Von Kleist-Retzow, Thomas Klopstock, Matias Wagner, Calvin Yip, Andreas Roos, Rita Carsetti, Carlo Dionisi-Vici, Mathias Gautel, Michael R Duchen, Adam Antebi, Henry Houlden, Manolis Fanto, Heinz Jungbluth

Faculty, Staff and Students Publications

Objective: Autophagy is a fundamental biological pathway with vital roles in intracellular homeostasis. During autophagy, defective cargoes including mitochondria are targeted to lysosomes for clearance and recycling. Recessive truncating variants in the autophagy gene EPG5 have been associated with Vici syndrome, a severe early-onset neurodevelopmental disorder with extensive multisystem involvement. Here, we aimed to delineate the extended, age-dependent EPG5-related disease spectrum.

Methods: We investigated clinical, radiological, and molecular features from the largest cohort of EPG5-related patients identified to date, complemented by experimental investigation of cellular and animal models of EPG5 defects.

Results: Through worldwide collaboration, we identified 211 patients, 97 …

Signs, Symptoms, And Health-Related Quality Of Life In Melas: Measuring What’S Important From The Patient And Clinician Perspectives, Paolo Medrano, Benjamin Banderas, Marisa Brimmer, Lily Settel, Sari Berger, Alan Shields, Amy Goldstein, Amel Karaa, Austin Larson, Sumit Parikh, Fernando Scaglia, Karra Danyelle Harrington, Chris James Edgar, Pamela Ventola, Matthew Webster, Jennifer Chickering, Chad Gwaltney, Phebe Wilson, Chad Glasser

Faculty, Staff and Students Publications

Background and objectives: Mitochondrial encephalomyopathy with lactic acidosis and stroke-like episodes (MELAS) is a rare genetic syndrome mostly associated with pathogenic variants in mitochondrial DNA. As there is limited research on the life experience of patients with MELAS, this study aimed to develop an understanding of the patient experience of MELAS through qualitative interviews to identify, describe, and substantiate important and relevant signs, symptoms, and health-related quality-of-life (HRQoL) impact (S/S/I) concepts.

Methods: Clinician and patient interviews were conducted virtually using semi-structured interview guides. During 60-minute interviews with five experts in the United States, clinicians were asked for their perspective on …

Whole-Genome Sequencing Reveals Individual And Cohort Level Insights Into Chromosome 9p Syndromes, Yingxi Wang, Eleanor I Sams, Rachel Slaugh, Sandra Crocker, Emily Cordova Hurtado, Sophia Tracy, Ying-Chen Claire Hou, Christopher Markovic, Kostandin Valle, Victoria Tate, Khadija Belhassan, Elizabeth Appelbaum, Titilope Akinwe, Rodrigo T Starosta, Yang Cao, Amber Neilson, Yu Liu, Nathaniel Jensen, Reza Ghasemi, Tina Lindsay, Juana Manuel, Sophia Couteranis, Milinn Kremitzki, Jack Ustanik, Thomas Antonacci, Jeffrey K Ng, Andrew Emory, Laura Metz, Tracie Deluca, Katherine N Lyons, Toni Sinnwell, Brianne Thomeczek, Kymme Wang, Nick Sisneros, Megha Muraleedharan, Anantha Kethireddy, Marco Corbo, Harsha Gowda, Katherine A King, Christina A Gurnett, Susan K Dutcher, Catherine Gooch, Yang E Li, Matthew W Mitchell, Kevin A Peterson, Amjad Horani, Jill A Rosenfeld, Weimin Bi, Pawel Stankiewicz, Hsiao-Tuan Chao, Jennifer E Posey, Christopher M Grochowski, Zain Dardas, Erik G Puffenberger, Christopher E Pearson, Frank Kooy, Dale Annear, A Micheil Innes, Michael Heinz, Richard Head, Robert Fulton, Stephan Toutain, 9p-Arch, Lucinda Antonacci-Fulton, Xiaoxia Cui, Robi D Mitra, F Sessions Cole, Julie Neidich, Patricia I Dickson, Jeffrey Milbrandt, Tychele N Turner

Faculty, Staff and Students Publications

Background: Previous genomic efforts on chromosome 9p deletion and duplication syndromes have utilized low-resolution strategies (i.e., karyotypes, chromosome microarrays). These studies have provided important initial insights into these syndromes. This current study is the first large-scale whole-genome sequencing (WGS) study of 100 individuals from families with chromosome 9p syndromes.

Methods: Through the newly formed 9P-ARCH (Advanced Research in Chromosomal Health: Genomic, Phenotypic, and Functional Aspects of 9p-Related syndromes) research network, we assembled a cohort of individuals from families with chromosome 9p syndromes. WGS was applied to 100 individuals, and other genomic technologies were applied to a subset of individuals. To …

Lorbin: Efficient Binning Of Long-Read Metagenomes By Multiscale Adaptive Clustering And Evaluation, Wei Xue, Zuo Liu, Yaozhong Zhang, Waseem Raza, Yarong Li, Li Jiang, Ye Tao, Jun Qian, Jousset Alexandre, Fang-Jie Zhao, Yangchun Xu, Fritz Sedlazeck, Qirong Shen, Gaofei Jiang, Zhong Wei

Faculty, Staff and Students Publications

Long-read sequencing has transformed metagenomics and improved the quality of metagenome-assembled genomes (MAGs). However, current binning methods struggle with identifying unknown species and managing imbalanced species distributions. Here, we present LorBin, an unsupervised binner specially designed to reconstruct MAGs in natural microbiomes. LorBin deploys a two-stage multiscale adaptive DBSCAN and BIRCH clustering with evaluation decision models using single-copy genes to maximize MAG recovery. LorBin outperforms six competing binners in both simulated and real microbiomes, including oral, gut, and marine samples. LorBin generated 15-189% more high-quality MAGs with high serendipity and identified 2.4-17 times more novel taxa than state-of-the-art binning methods. …

A Quantitative, Bayesian-Informed Approach To Gene-Specific Variant Classification: Updated Expert Panel Recommendations Improve Classification Of Tp53 Germline Variants For Li-Fraumeni Syndrome, Cristina Fortuno, Megan N Frone, Jessica Mester, Miguel De La Hoya, Phuong L Mai, Tina Pesaran, Maria Isabel Achatz, Rebecca Bassett, Carolina Bustamante, Stephanie Crowley, Kelvin Cesar De Andrade, D Gareth Evans, Bingjian Feng, Laura Fuqua, Maria Isabel Harrell, Jessica N Hatton, Robert Huether, Chimene Kesserwan, Kristy Lee, Suzanne P Macfarland, Jamie L Maciaszek, Kara Maxwell, Kelly Mcgoldrick, Maureen Murphy, Bita Nehoray, Judith Penkert, Emilia Modolo Pinto, Sharon E Plon, Alison Schwartz-Levine, Ashley S Thompson, Wenyi Wang, Gerard P Zambetti, Kristin Zelley, Paul A James, Sharon A Savage, Christian P Kratz, Amanda B Spurdle

Faculty, Staff and Students Publications

Background: Germline pathogenic variants in TP53 cause Li-Fraumeni syndrome, with significantly elevated cancer risk from infancy. Accurate classification of TP53 variants is essential to guide clinical management and surveillance, yet many variants remain classified as variants of uncertain significance (VUS). To improve classification accuracy and reduce the proportion of VUS, the ClinGen TP53 Variant Curation Expert Panel (VCEP) has updated its specifications.

Methods: The updated specifications incorporate the latest ClinGen recommendations and methodological advances, providing greater granularity for multiple evidence types, and also introduce the novel use of variant allele fraction as evidence of pathogenicity, particularly in the context of …

Apoa1 Binding Protein Promotes Lymphatic Cell Fate And Lymphangiogenesis By Relieving Caveolae-Mediated Inhibition Of Vegfr3 Signaling, Jun-Dae Kim, Surbhi Chaudhary, Weiqing Chen, Jonathan Astin, Philip S Crosier, Pengchun Yu, John P Cooke, Henry J Pownall, Hugo J Bellen, Nhat-Tu Le, Daniel L Kiss, Guangyu Wang, Stanley G Rockson, Hong Chen, Longhou Fang

Faculty, Staff and Students Publications

The lymphatic system maintains tissue fluid balance, and its dysfunction can result in lymphedema. Although cholesterol is essential for cellular function, its role in lymphatic development has remained unknown. Here, we identify APOA1 binding protein (AIBP) as a key regulator that promotes lymphatic endothelial cell fate specification and lymphangiogenesis. Mechanistically, AIBP reduces plasma membrane cholesterol content, thereby enhancing VEGFR3 signaling by disrupting caveolae—small plasma membrane invaginations formed by the scaffolding protein caveolin-1 (CAV-1)—and relieving CAV-1–mediated inhibition. In zebrafish and mice, AIBP loss impairs VEGFR3 signaling and lymphatic development, defects that can be rescued by CAV-1 deletion or by a VEGFR3 …

Cep76 Impairment At The Centrosome-Cilium Interface Contributes To A Spectrum Of Ciliopathies, Kamal Khan, Erika Tavares, Katherine Bishara, Aysegul Ozanturk, Leila Qebibo, Stephan Frangakis, Daniel G Calame, Isabelle Meunier, Béatrice Bocquet, Rafal Ploski, Mohammad Ayman Al Khateeb, Dana Marafi, Luke Mansard, Lena Damaj, Richard A Lewis, Farid Ullah, Thomas Arbogast, Jackson P Ogden, Madeleine Harion, Marjolaine Willems, Maha S Zaki, Tobias Bartolomaeus, Anne-Françoise Roux, James R Lupski, Malgorzata Rydzanicz, Rami Abou Jamra, Francis Ramond, Elise Heon, Lydie Burglen, Erica E Davis

Faculty, Staff and Students Publications

Dysfunction at the centrosome-cilium interface underlies a broad range of ciliopathies. Here, we identify biallelic variants in CEP76, encoding a centrosomal protein, in eight unrelated individuals presenting with neurodevelopmental, ocular, and variable additional multisystem features. Proband-derived fibroblasts and CEP76-depleted RPE1 cells display ciliary deficits, including impaired cilium formation and length, disrupted transition zone architecture, and impaired IFT88-mediated anterograde intraflagellar transport. Zebrafish cep76 mutants recapitulate key clinical phenotypes, and in vitro complementation assays confirm pathogenicity for all tested human disease-associated variants. Proteomics analysis identifies CEP76 interactors, including known partners CCP110 and CEP97, and highlights clinically and functionally relevant candidates, including …

Dna Methylation And Machine Learning: Challenges And Perspective Toward Enhanced Clinical Diagnostics, Erfan Aref-Eshghi, Arash B Abadi, Mohammad-Erfan Farhadieh, Amirreza Hooshmand, Fatemeh Ghasemi, Leila Youssefian, Hassan Vahidnezhad, Taylor Martin Kerrins, Xiaonan Zhao, Mahdi Akbarzadeh, Hakon Hakonarson, Amir Hossein Saeidian

Faculty, Staff and Students Publications

DNA methylation is an epigenetic modification that regulates gene expression by adding methyl groups to DNA, affecting cellular function and disease development. Machine learning, a subset of artificial intelligence, analyzes large datasets to identify patterns and make predictions. Over the past two decades, advances in bioinformatics technologies for arrays and sequencing have generated vast amounts of data, leading to the widespread adoption of machine learning methods for analyzing complex biological information for medical problems. This review explores recent advancements in DNA methylation studies that leverage emerging machine learning techniques for more precise, comprehensive, and rapid patient diagnostics based on DNA …

Improved Allele Frequencies In Gnomad Through Local Ancestry Inference, Pragati Kore, Michael W Wilson, Grace Tiao, Katherine Chao, Philip W Darnowsky, Nicholas A Watts, Jessica Honorato Mauer, Samantha M Baxter, Genome Aggregation Database Consortium, Heidi L Rehm, Mark J Daly, Konrad J Karczewski, Elizabeth G Atkinson

Faculty, Staff and Students Publications

The Genome Aggregation Database (gnomAD) is a foundational resource for allele frequency data, widely used in genomic research and clinical interpretation. However, traditional estimates rely on individual-level genetic ancestry groupings that may obscure variation in recently admixed populations. To improve resolution, we applied local ancestry inference (LAI) to over 27 million variants in two admixed groups: Admixed American (n = 7612) and African/African American (n = 20,250), deriving ancestry-specific allele frequencies. We show that 78.5% and 85.1% of variants in these groups, respectively, exhibit at least a twofold difference in ancestry-specific frequencies. Moreover, 81.49% of variants with LAI information would …

Dominant Negative Atp5f1a Variants Disrupt Oxidative Phosphorylation Causing Neurological Disorders, Sara M Fielder, Marisa W Friederich, Daniella H Hock, Jessie R Zhang, Liana M Valin, Jill A Rosenfeld, Kevin T A Booth, Natasha J Brown, Rocio Rius, Tanavi Sharma, Liana N Semcesen, Kim C Worley, Lindsay C Burrage, Kayla Treat, Tara Samson, Sarah Govert, Sara Dacunha, Weimin Yuan, Jian Chen, Jacob Lesinski, Hieu Hoang, Stephanie A Morrison, Farah A Ladha, Roxanne A Van Hove, Cole R Michel, Richard Reisdorph, Eric Tycksen, Dustin Baldridge, Gary A Silverman, Claudia Soler-Alfonso, Erin Conboy, Francesco Vetrini, Lisa Emrick, William J Craigen, Undiagnosed Diseases Network, Stephen M Sykes, David A Stroud, Johan L K Van Hove, Tim Schedl, Stephen C Pak

Faculty, Staff and Students Publications

ATP5F1A encodes the α-subunit of complex V of the respiratory chain, which is responsible for mitochondrial ATP synthesis. We describe 6 probands with heterozygous de novo missense ATP5F1A variants that presented with developmental delay, intellectual disability, and movement disorders. All variants were located at the contact points between the α- and β-subunits. Functional studies in C. elegans revealed that the variants were damaging via a dominant negative genetic mechanism. Biochemical and proteomics studies of proband-derived cells showed a marked reduction in complex V abundance and activity. Mitochondrial physiology studies revealed increased oxygen consumption, yet decreased mitochondrial membrane potential and ATP …

Germline Cancer Predisposition Results From The National Cancer Institute-Children's Oncology Group Pediatric Match Trial, Sarah Scollon, Sharon E Plon, Steven Joffe, Jaclyn A Biegel, Shashikant Kulkarni, George Miles, David R Patton, Brent Coffey, Cynthia L Winter, Gregory J Tsongalis, Mark J Routbort, Nilsa C Ramirez, Lauren Saguilig, Jin Piao, Todd A Alonzo, Stacey L Berg, Elizabeth Fox, Brenda Weigel, Douglas S Hawkins, Jeffrey S Abrams, Margaret Mooney, Naoko Takebe, James V Tricoli, Katherine A Janeway, Nita L Seibel, D Williams Parsons

Faculty, Staff and Students Publications

Purpose: Precision oncology trials have generally focused on tumor testing to identify actionable alterations. The National Cancer Institute-Children's Oncology Group Pediatric MATCH trial incorporated return of germline results to assess feasibility of reporting in a cooperative group setting and characterize germline cancer predisposition in patients with refractory cancers.

Patients and methods: Tumor and blood DNA from patients 1-21 years of age with treatment-refractory solid tumors, non-Hodgkin lymphomas, or histiocytic disorders underwent cancer gene panel sequencing. Clinical germline reports returned to 151 study sites included pathogenic/likely pathogenic (P/LP) germline variants found in 38 cancer predisposition genes (CPGs). European Society of Medical …

Bi-Allelic Loss-Of-Function Variants In Poc5 Cause A Syndromic Retinal, Endocrine, And Neuromuscular Ciliopathy, Anneke T Vulto-Van Silfhout, Ingrid M Jazet, Suzanne Yzer, Jeroen Pas, Serwet Demirdas, Elisabeth F C Van Rossum, Alberta A H J Thiadens, Ronald Van Beek, Lonneke Haer-Wigman, Daniela Q C M Barge-Schaapveld, Charlotte Brasch-Andersen, Simon Frost, Miriam Bauwens, Elfride De Baere, Irina Balikova, Filip Van Den Broeck, Monika Weisz-Hubshman, Pascal Joset, Peter Miny, Isabel Filges, Susanne Kohl, Pietro De Angeli, Laura Kühlewein, Jan-Philipp Bodenbender, Tobias Haack, Karin Poths, Lidia Fernandez-Caballero, Marta Corton, Fiona Blanco Kelly, Carmen Ayuso, Peggy Martínez-Esteban, John Vissing, Jordi Díaz-Manera, Volker Straub, Ana Töpf, Siying Lin, Gavin Arno, William L Macken, Jennifer Spillane, Radha Ramachandran, Erik De Vrieze, Tjakko Van Ham, Susanne Roosing, Machteld M Oud

Faculty, Staff and Students Publications

Purpose: A homozygous loss-of-function (LoF) variant in POC5 was previously described in an individual with retinitis pigmentosa. We identified POC5 variants in 12 probands with a syndromic phenotype. We aim to define the phenotype spectrum and molecular mechanism associated with biallelic POC5 LoF variants.

Methods: We studied a cohort of 12 families with bi-allelic LoF POC5 variants and performed detailed phenotype analysis. POC5 localization studies were performed in 3 proband-derived fibroblast cell lines.

Results: Detailed phenotyping of probands with POC5 variants expands the phenotype spectrum beyond ocular manifestations. This syndrome causes not only rod-cone dystrophy but also diabetes mellitus with …

Galntl5 Binds Galnac And Is Required For Migration Through The Uterotubal Junction And Sperm-Zona Pellucida Binding, Taichi Noda, Reika Uriu, Daisuke Mashiko, Hina Shinohara, Yongcun Qu, Ayumu Taira, Ryan M Matzuk, Duri Tahala, Motochika Nakano, Kimi Araki, Zhifeng Yu, Ying Zhang, Martin M Matzuk, Masahito Ikawa

Faculty, Staff and Students Publications

Objective: To review the global impact of the COVID-19 pandemic on stroke care-metrics and report data from a health system in Houston.

Methods: We performed a meta-analysis of the published literature reporting stroke admissions, intracerebral hemorrhage (ICH) cases, number of thrombolysis (tPA) and thrombectomy (MT) cases, and time metrics (door to needle, DTN; and door to groin time, DTG) during the pandemic compared to prepandemic period. Within our hospital system, between January-June 2019 and January-June 2020, we compared the proportion of stroke admissions and door to tPA and MT times.

Results: A total of 32,640 stroke admissions from 29 studies …

Improving Automated Deep Phenotyping Through Large Language Models Using Retrieval-Augmented Generation, Brandon T Garcia, Lauren Westerfield, Priya Yelemali, Nikhita Gogate, E Andres Rivera-Munoz, Haowei Du, Moez Dawood, Angad Jolly, James R Lupski, Jennifer E Posey

Faculty, Staff and Students Publications

Background: Diagnosing rare genetic disorders relies on precise phenotypic and genotypic analysis, with the Human Phenotype Ontology (HPO) providing a standardized language for capturing clinical phenotypes. Rule-based HPO extraction tools use concept recognition to automatically identify phenotypes, but they often struggle with incomplete phenotype assignment, requiring significant manual review. While large language models (LLMs) hold promise for more context-driven phenotype extraction, they are prone to errors and "hallucinations," making them less reliable without further refinement. We present RAG-HPO, a Python-based tool that leverages retrieval-augmented generation (RAG) to elevate accuracy of HPO term assignment by LLM. This approach bypasses the limitations …

Hand Hygiene Knowledge, Attitudes, Practices, And Hand Dirtiness Of Primary School Students Before And After A Behavioral Change Intervention During The Covid-19 Pandemic, Belize 2022-2023, Anh N Ly, Christina Craig, Kelsey Mcdavid, Dian Maheia, Yolanda Gongora, Francis Morey, Russell Manzanero, Alexandra Medley, Allison Stewart, Allison Lino, Ramiro Quezada, Rosalva Blanco, Vickie Romero, Gerhaldine Morazan, Ella Hawes, Oluwadara Okeremi, Kanako Ishida, Matthew Lozier, Kristy O Murray

Faculty, Staff and Students Publications

Hand hygiene (HH) can prevent the spread of infectious diseases and school absenteeism. However, limited data exist on HH practices at schools. Our study assesses the impact of a pilot HH intervention in 12 schools in Belize during the coronavirus disease 2019 (COVID-19) pandemic. After a national assessment of existing water, sanitation, and hygiene resources (December 2021-January 2022), 12 pilot schools were selected to evaluate an HH intervention, which included environmental nudges and HH education. Baseline assessments occurred in March 2022, the HH intervention was implemented during October 2022-May 2023, and follow-up assessments were conducted in June 2023. Student knowledge, …

The Glycosyltransferase Poglut1 Regulates Muscle Stem Cell Development And Maintenance In Mice, Soomin Cho, Emilia Servián-Morilla, Victoria Navarro, Beatriz Rodriguez-Gonzalez, Youxi Yuan, Raquel Cano, Arjun A Rambhiya, Radbod Darabi, Robert S Haltiwanger, Carmen Paradas, Hamed Jafar-Nejad

Faculty, Staff and Students Publications

Mutations in protein O-glucosyltransferase 1 (POGLUT1) cause a recessive limb-girdle muscular dystrophy (LGMDR21) with reduced satellite cell number and NOTCH1 signaling in adult patient muscles and impaired myogenic capacity of patient-derived muscle progenitors. However, the in vivo roles of POGLUT1 in the development, function, and maintenance of satellite cells are not well understood. Here, we show that conditional deletion of mouse Poglut1 in myogenic progenitors leads to early lethality, postnatal muscle growth defects, reduced Pax7 expression, abnormality in muscle extracellular matrix, and impaired muscle repair. Poglut1-deficient muscle progenitors exhibit reduced proliferation, enhanced differentiation, and accelerated fusion into myofibers. Inducible loss …

Development And Extensive Sequencing Of A Broadly-Consented Genome In A Bottle Matched Tumor-Normal Pair, Jennifer H Mcdaniel, Vaidehi Patel, Nathan D Olson, Hua-Jun He, Zhiyong He, Kenneth D Cole, Alexander A Gooden, Anthony Schmitt, Kristin Sikkink, Fritz J Sedlazeck, Harsha Doddapaneni, Shalini N Jhangiani, Donna M Muzny, Marie-Claude Gingras, Heer Mehta, Sairam Behera, Luis F Paulin, Alex R Hastie, Hung-Chun Yu, Victor Weigman, Alison Rojas, Katie Kennedy, Jamie Remington, Isai Salas-González, Mitch Sudkamp, Kelly Wiseman, Bryan R Lajoie, Shawn Levy, Miten Jain, Stuart Akeson, Giuseppe Narzisi, Zoe Steinsnyder, Catherine Reeves, Jennifer Shelton, Sarah B Kingan, Christine Lambert, Primo Baybayan, Aaron M Wenger, Ian J Mclaughlin, Aaron Adamson, Christopher Kingsley, Melanie Wescott, Young Kim, Benedict Paten, Jimin Park, Ivo Violich, Karen H Miga, Joshua Gardner, Brandy Mcnulty, Gail L Rosen, Rajiv Mccoy, Francesco Brundu, Erfan Sayyari, Konrad Scheffler, Sean Truong, Severine Catreux, Lesley Chapman Hannah, Doron Lipson, Hila Benjamin, Nika Iremadze, Ilya Soifer, Gat Krieger, Stephen Eacker, Mary Wood, Erin Cross, Greg Husar, Stephen Gross, Michael Vernich, Mikhail Kolmogorov, Tanveer Ahmad, Ayse G Keskus, Asher Bryant, Francoise Thibaud-Nissen, Jonathan Trow, Jacqueline Proszynski, Jeremy Wain Hirschberg, Krista Ryon, Christopher E Mason, Mital S Bhakta, J Zachary Sanborn, Elizabeth M Munding, Justin Wagner, Chunlin Xiao, Andrew S Liss, Justin M Zook

Faculty, Staff and Students Publications

The Genome in a Bottle Consortium (GIAB), hosted by the National Institute of Standards and Technology (NIST), is developing new matched tumor-normal samples, the first explicitly consented for public dissemination of genomic data and cell lines. Here, we describe a comprehensive genomic dataset from the first individual, HG008, including DNA from an adherent, epithelial-like pancreatic ductal adenocarcinoma (PDAC) tumor cell line and matched normal cells from duodenal and pancreatic tissues. Data for the tumor-normal matched samples comes from seventeen distinct state-of-the-art whole genome measurement technologies, including high depth short and long-read bulk whole genome sequencing (WGS), single cell WGS, Hi-C, …

Epha4 Signaling Dysregulation Links Abnormal Locomotion And The Development Of Idiopathic Scoliosis, Lianlei Wang, Xinyu Yang, Sen Zhao, Pengfei Zheng, Wen Wen, Kexin Xu, Xi Cheng, Qing Li, Anas M Khanshour, Yoshinao Koike, Junjun Liu, Xin Fan, Nao Otomo, Zefu Chen, Yaqi Li, Lulu Li, Haibo Xie, Panpan Zhu, Xiaoxin Li, Yuchen Niu, Shengru Wang, Sen Liu, Suomao Yuan, Chikashi Terao, Ziquan Li, Shaoke Chen, Xiuli Zhao, Pengfei Liu, Jennifer E Posey, Zhihong Wu, Guixing Qiu, Disco Study Group (Deciphering Disorders Involving Scoliosis & Comorbidities), Shiro Ikegawa, James R Lupski, Jonathan J Rios, Carol A Wise, Jianguo T Zhang, Chengtian Zhao, Nan Wu

Faculty, Staff and Students Publications

Idiopathic scoliosis (IS) is the most common form of spinal deformity with unclear pathogenesis. In this study, we first reanalyzed the loci associated with IS, drawing upon previous studies. Subsequently, we mapped these loci to candidate genes using either location-based or function-based strategies. To further substantiate our findings, we verified the enrichment of variants within these candidate genes across several large IS cohorts encompassing Chinese, East Asian, and European populations. Consequently, we identified variants in the EPHA4 gene as compelling candidates for IS. To confirm their pathogenicity, we generated zebrafish mutants of epha4a. Remarkably, the zebrafish epha4a mutants exhibited …

A Hypomorphic Model Of Cps1 Deficiency For Investigating The Effects Of Hyperammonemia On The Developing Nervous System, Stuti Bakshi, Taryn Diep, Brandon J Willis, Rachel Reyes, Grace F Wu, Georgios Makris, Martin Poms, Isabel Day, Qin Sun, Irina Zhuravka, Lindsay Lueptow, Michelle Tang, Gareth A Cromie, Aimée M Dudley, Johannes Häberle, Gerald S Lipshutz

Faculty, Staff and Students Publications

Carbamoyl phosphate synthetase 1 (CPS1) deficiency is a rare metabolic disorder that, in neonatal onset, is typically characterized by severe life-threatening and neurologically injuring hyperammonemic episodes with high unmet patient need. Patients that retain limited enzyme activity may present later in life with less severe hyperammonemia. CPS1 drives the first step in the urea cycle, the pathway terrestrial mammals utilize to metabolize nitrogen. In order to probe the effect of hyperammonemia on the developing nervous system and explore new therapies, a murine Cps1 exon 3-4 mutant was previously generated. However, these mice die within 24 h of birth, limiting study …

Comprehensive Genome Analysis And Variant Detection At Scale Using Dragen, Sairam Behera, Severine Catreux, Massimiliano Rossi, Sean Truong, Zhuoyi Huang, Michael Ruehle, Arun Visvanath, Gavin Parnaby, Cooper Roddey, Vitor Onuchic, Andrea Finocchio, Daniel L Cameron, Adam English, Shyamal Mehtalia, James Han, Rami Mehio, Fritz J Sedlazeck

Faculty, Staff and Students Publications

Research and medical genomics require comprehensive, scalable methods for the discovery of novel disease targets, evolutionary drivers and genetic markers with clinical significance. This necessitates a framework to identify all types of variants independent of their size or location. Here we present DRAGEN, which uses multigenome mapping with pangenome references, hardware acceleration and machine learning-based variant detection to provide insights into individual genomes, with ~30 min of computation time from raw reads to variant detection. DRAGEN outperforms current state-of-the-art methods in speed and accuracy across all variant types (single-nucleotide variations, insertions or deletions, short tandem repeats, structural variations and copy …

Mapping Mave Data For Use In Human Genomics Applications, Jeremy A Arbesfeld, Estelle Y Da, James S Stevenson, Kori Kuzma, Anika Paul, Tierra Farris, Benjamin J Capodanno, Sally B Grindstaff, Kevin Riehle, Nuno Saraiva-Agostinho, Jordan F Safer, Jonathan Casper, Maximilian Haeussler, Aleksandar Milosavljevic, Julia Foreman, Helen V Firth, Sarah E Hunt, Sumaiya Iqbal, Melissa S Cline, Alan F Rubin, Alex H Wagner

Faculty, Staff and Students Publications

Background: Experimental data from functional assays have a critical role in interpreting the impact of genetic variants. Assay data must be unambiguously mapped to a reference genome to make it accessible, but it is often reported relative to assay-specific sequences, complicating downstream use and integration of variant data across resources. To make multiplexed assays of variant effect (MAVE) data more broadly available to the research and clinical communities, the Atlas of Variant Effects Alliance mapped MAVE data from the MaveDB community database to human reference sequences, creating an extensive set of machine-readable homology mappings that are incorporated into widely used …

Proteogenomic Analysis Of The Calgb 40601 (Alliance) Her2+ Breast Cancer Neoadjuvant Trial Reveals Resistance Biomarkers, Eric J Jaehnig, Aranzazu Fernandez-Martinez, Tanmayi D Vashist, Matthew V Holt, Laterrica Williams, Jonathan T Lei, Chang In Moon, Beom-Jun Kim, Yongchao Dou, Haoquan Zhao, Viktoriya Korchina, Richard A Gibbs, Donna Marie Muzny, Harshavardhan Doddapaneni, Charles M Perou, Lisa A Carey, Ana I Robles, Terry Hyslop, Yujia Wen, Linda Mccart, Azra Krek, Francesca Petralia, George Miles, Shyam M Kavuri, Michael A Gillette, D R Mani, Steven A Carr, Bing Zhang, Matthew J Ellis, Shankha Satpathy, Meenakshi Anurag

Faculty, Staff and Students Publications

Proteogenomic analysis is applied to samples from the CALGB 40601 (Alliance) randomized neoadjuvant trial of trastuzumab, lapatinib, or the combination to identify biomarkers associated with pathological response status. Absence of ERBB2 gene amplification and human epidermal growth factor receptor 2 (HER2) protein overexpression by proteogenomics is associated with non-pathological compete response (pCR) (p < 0.05), highlighting potential false positives from standard diagnostics. Pathway analysis in proteogenomics-confirmed HER2+ samples identifies elevated epithelial-mesenchymal transition (EMT) and WNT-β-catenin signaling in non-pCR cases before treatment. Twenty-four pCR-associated proteins reproduce in a second proteomic dataset, and four (GPRC5A, TPBG, SP140L, and NEU1) are significant in a third. A meta-analysis of ten diverse neoadjuvant anti-HER2 treatment regimens from four independent studies confirms that non-pCR cases express higher levels of mRNA for G protein-coupled receptor class C group 5 member A (GPRC5A, p = 0.0002) and trophoblast glycoprotein (TPBG, p = 0.00008). Thus, proteogenomic analysis identifies negative biomarkers for pCR and alternative plasma membrane targets for treatment-resistant HER2+ breast cancer.

Variants In Bsn, Encoding The Presynaptic Protein Bassoon, Result In A Distinct Neurodevelopmental Disorder With A Broad Phenotypic Range, Stacy G Guzman, Sarah M Ruggiero, Shiva Ganesan, Colin A Ellis, Alicia G Harrison, Katie R Sullivan, Zornitza Stark, Natasha J Brown, Sajel L Kana, Anabelle Tuttle, Jair Tenorio, Pablo Lapunzina, Julián Nevado, Marie T Mcdonald, Courtney Jensen, Patricia G Wheeler, Lila Stange, Jennifer Morrison, Boris Keren, Solveig Heide, Meg W Keating, Kameryn M Butler, Mike A Lyons, Shailly Jain, Mehdi Yeganeh, Michelle L Thompson, Molly Schroeder, Hoanh Nguyen, Jorge Granadillo, Kari M Johnston, Chaya N Murali, Katie Bosanko, T Andrew Burrow, Chop Birth Defects Biorepository, Penn Medicine Biobank, Syreeta Morgan, Deborah J Watson, Hakon Hakonarson, Ingo Helbig

Faculty, Staff and Students Publications

Disease-causing variants in synaptic function genes are a common cause of neurodevelopmental disorders (NDDs) and epilepsy. Here, we describe 14 individuals with de novo disruptive variants in BSN, which encodes the presynaptic protein Bassoon. To expand the phenotypic spectrum, we identified 15 additional individuals with protein-truncating variants (PTVs) from large biobanks. Clinical features were standardized using the Human Phenotype Ontology (HPO) across all 29 individuals, which revealed common clinical characteristics including epilepsy (13/29, 45%), febrile seizures (7/29, 25%), generalized tonic-clonic seizures (5/29, 17%), and focal-onset seizures (3/29, 10%). Behavioral phenotypes were present in almost half of all individuals (14/29, 48%), …

Loss Of Function Of The Zinc Finger Homeobox 4 Gene, Zfhx4, Underlies A Neurodevelopmental Disorder, María Del Rocío Pérez Baca, María Palomares-Bralo, Michiel Vanhooydonck, Lisa Hamerlinck, Eva D'Haene, Sebastian Leimbacher, Eva Z Jacobs, Laurenz De Cock, Erika D'Haenens, Annelies Dheedene, Zoë Malfait, Lies Vantomme, Ananilia Silva, Kathleen Rooney, Xiaonan Zhao, Amir Hossein Saeidian, Nichole Marie Owen, Fernando Santos-Simarro, Roser Lleuger-Pujol, Sixto García-Miñaúr, Itsaso Losantos-García, Björn Menten, Gaia Gestri, Nicola Ragge, Bekim Sadikovic, Elke Bogaert, Kris Vleminckx, Thomas Naert, Delfien Syx, Bert Callewaert, Sarah Vergult

Faculty, Staff and Students Publications

8q21.11 microdeletions involving ZFHX4 have previously been associated with a syndromic form of intellectual disability, hypotonia, unstable gait, and hearing loss. We report on 63 individuals-57 probands and 6 affected family members-with protein-truncating variants (n = 41), (micro)deletions (n = 21), or an inversion (n = 1) affecting ZFHX4. Probands display variable developmental delay and intellectual disability, distinctive facial characteristics, morphological abnormalities of the central nervous system, behavioral alterations, short stature, hypotonia, and occasionally cleft palate and anterior segment dysgenesis. The phenotypes associated with 8q21.11 microdeletions and ZFHX4 intragenic loss-of-function (LoF) variants largely overlap, although leukocyte-derived DNA shows a mild …