Genetics and Genomics Commons^™

With Love, ; An Interdisciplinary And Intersectional Look At Why Creativity Is Essential, Theo Starr Gardner

Whittier Scholars Program

My Whittier Scholars Program self-designed major, Teaching Creativity, is a mixture of Art, Literature, and Education classes. My research and praxis classes have been focused on the ‘how?’s and 'why?’s of creativity, so it felt only right that my project should be a constructivist, generative project. The project I have been working on throughout my time at Whittier, and that has just fully come to fruition on April 11th, 2024, was a solo art gallery/open mic event entitled ‘With Love,’. With Love, was conceptually inspired by the research I’ve conducted on creativity and creative arts education over the past few …

Metabarcoding The Mycobiome: An Analysis Of The Gut Mycobiome Of Babies, Daniel B. Colon, Jeremy Seto

Publications and Research

The human gut mycobiome (the fungus that lives in our gut) has been correlated with overall health and disease in humans. There are several factors that affect the human gut mycobiome including delivery method during birth (vaginal vs. c-section) and the presence or absence of antibiotics at birth. The mycobiome of 140 infants aged newborn to 18 months were tested using fecal samples from 3 different time periods (meconium, 6 months, 18 months). A total of 434 fecal samples were collected. A midwife or nurse collected the meconium samples while the child’s parents collected the samples at the 6-month and …

Characterizing The Expression Of The Sphingosine 1-Phosphate Pathway In Injury And Post-Traumatic Fibrosis, Nicole Cubbage

Masters Theses, 2020-current

Following injury, tissue repair allows for the restoration of the architecture and function of the injured tissue, while tissue replacement is characterized by severely damaged or non-regenerable tissue that is repaired by the laying down of extensive connective tissue, also known as fibrosis. The fibrotic process should be arrested at its early stage to have the greatest impact on preventing or reversing associate sequelae and promoting the regeneration of normal tissue. Sphingosine 1-phosphate (S1P), a metabolic product of cell membrane sphingolipids, has emerged as a pathway that may be involved in fibrosis. Most of S1P’s actions are mediated through the …

Role Of Dunc-13 Isoforms In Alcohol Sensitivity In Drosophila, Makenzie Havard

Honors Theses

Functional alcohol tolerance is an adaptation made by the nervous system to high doses of alcohol, and is seen by a significant reduction in sensitivity to this drug. This tolerance is a significant contributing factor in the progression to Alcohol Use Disorders. A major goal of alcohol research is to understand how alcohol induces this tolerance. Dunc13 is a presynaptic active zone protein essential in synaptic vesicle docking and priming. Alcohol binds to the C1 domain of Dunc13 at physiological concentrations, which inhibits Dunc13 from binding Diacylglycerol. This inhibition is predicted to reduce Dunc13 activity and presynaptic activity. Yet, genetically …

Molecular Therapy And Nucleic Acid Adeno-Associated Virus-Based Gene Therapy Delivering Combinations Of Two Growth-Associated Genes To Mps Iva Mice, Estera Rintz, Betul Celik, Nidhi Fnu, Angélica María Herreño-Pachón, Shaukat Khan, Shunji Tomatsu, Eliana Benincore-Flórez

Department of Medicine Faculty Papers

Mucopolysaccharidosis type IVA (MPS IVA) is caused by a deficiency of the galactosamine (N-acetyl)-6-sulfatase (GALNS) enzyme responsible for the degradation of specific glycosaminoglycans (GAGs). The progressive accumulation of GAGs leads to various skeletal abnormalities (short stature, hypoplasia, tracheal obstruction) and several symptoms in other organs. To date, no treatment is effective for patients with bone abnormalities. To improve bone pathology, we propose a novel combination treatment with the adeno-associated virus (AAV) vectors expressing GALNS enzyme and a natriuretic peptide C (CNP; NPPC gene) as a growth-promoting agent for MPS IVA. In this study, an MPS IVA mouse model was treated …

The Physiological Significance Of Nitric Oxide Synthase In Staphylococci, Ryan M. Singh

Theses & Dissertations

Staphylococci, particularly Staphylococcus epidermidis, are common causes of implant-associated infections that may result in notable morbidity and mortality. One of the ways the innate immune system attempts to combat these invading pathogens is via the respiratory burst, in which free radical species such as nitric oxide (NO^•), toxic to bacterial respiration, are released in large quantities. Despite the toxicity of NO^•, some bacteria, including staphylococci, encode an endogenous bacterial nitric oxide synthase (bNOS), whose physiological role has been unclear until now. In this dissertation, we demonstrate that S. epidermidis is able to overcome the toxicity …

Cis-Regulatory Mechanisms Through Stages Of Erythroid Regenration, Yichao Zhou

Theses & Dissertations

Produced by steady state erythropoiesis, erythrocytes serve as vital regulators of metabolism and life by delivering oxygen to all the cells and tissues. Under acute anemia, steady state erythropoiesis is not sufficient to produce enough erythrocytes, leading to distinct mechanisms needed to regenerate large numbers of mature erythrocytes rapidly. Erythroid regeneration occurs in four stages: activation, expansion and differentiation, resolution, and post-resolution, according to the dynamics of erythrocyte numbers and progenitor activity. Erythroid regeneration throughout this timeline requires some critical extracellular cues, but the intrinsic molecular mechanisms needed to accelerate and decelerate the activity of erythroid progenitors in anemia and …

Identifying The Molecular Determinants Of Lung Metastatic Adaptation In Prostate Cancer, Grace M. Waldron

Theses & Dissertations

Prostate cancer (PC) stands as the primary diagnosed cancer in men in the US at approximately 299,010 cases in 2024 and ranks second globally, posing a significant public health challenge. Clinical presentations vary widely, from indolent to aggressive forms, necessitating stage-specific treatment regimens. Understanding its metastatic nature is critical due to the impact of cancer cell dissemination on disease morbidity, with bone and visceral organs serving as key sites of metastasis. Despite bone metastasis being the most common site for metastasis, visceral metastases at sites such as the liver and lungs correlate with poorer survival, emphasizing the role of microenvironmental …

Genetic Variants For Head Size Share Genes And Pathways With Cancer, Maria J Knol, Raymond A Poot, Tavia E Evans, Claudia L Satizabal, Aniket Mishra, Muralidharan Sargurupremraj, Sandra Van Der Auwera, Marie-Gabrielle Duperron, Xueqiu Jian, Isabel C Hostettler, Dianne H K Van Dam-Nolen, Sander Lamballais, Mikolaj A Pawlak, Cora E Lewis, Amaia Carrion-Castillo, Theo G M Van Erp, Céline S Reinbold, Jean Shin, Markus Scholz, Asta K Håberg, Anders Kämpe, Gloria H Y Li, Reut Avinun, Joshua R Atkins, Fang-Chi Hsu, Alyssa R Amod, Max Lam, Ami Tsuchida, Mariël W A Teunissen, Nil Aygün, Yash Patel, Dan Liang, Alexa S Beiser, Frauke Beyer, Joshua C Bis, Daniel Bos, R Nick Bryan, Robin Bülow, Svenja Caspers, Gwenaëlle Catheline, Charlotte A M Cecil, Shareefa Dalvie, Jean-François Dartigues, Charles Decarli, Maria Enlund-Cerullo, Judith M Ford, Barbara Franke, Barry I Freedman, Nele Friedrich, Melissa J Green, Simon Haworth, Catherine Helmer, Per Hoffmann, Georg Homuth, M Kamran Ikram, Clifford R Jack, Neda Jahanshad, Christiane Jockwitz, Yoichiro Kamatani, Annchen R Knodt, Shuo Li, Keane Lim, W T Longstreth, Fabio Macciardi, Outi Mäkitie, Bernard Mazoyer, Sarah E Medland, Susumu Miyamoto, Susanne Moebus, Thomas H Mosley, Ryan Muetzel, Thomas W Mühleisen, Manabu Nagata, Soichiro Nakahara, Nicholette D Palmer, Zdenka Pausova, Adrian Preda, Yann Quidé, William R Reay, Gennady V Roshchupkin, Reinhold Schmidt, Pamela J Schreiner, Kazuya Setoh, Chin Yang Shapland, Stephen Sidney, Beate St Pourcain, Jason L Stein, Yasuharu Tabara, Alexander Teumer, Anne Uhlmann, Aad Van Der Lugt, Meike W Vernooij, David J Werring, B Gwen Windham, A Veronica Witte, Katharina Wittfeld, Qiong Yang, Kazumichi Yoshida, Han G Brunner, Quentin Le Grand, Kang Sim, Dan J Stein, Donald W Bowden, Murray J Cairns, Ahmad R Hariri, Ching-Lung Cheung, Sture Andersson, Arno Villringer, Tomas Paus, Sven Cichon, Vince D Calhoun, Fabrice Crivello, Lenore J Launer, Tonya White, Peter J Koudstaal, Henry Houlden, Myriam Fornage, Fumihiko Matsuda, Hans J Grabe, M Arfan Ikram, Stéphanie Debette, Paul M Thompson, Sudha Seshadri, Hieab H H Adams

Faculty, Staff and Student Publications

The size of the human head is highly heritable, but genetic drivers of its variation within the general population remain unmapped. We perform a genome-wide association study on head size (N = 80,890) and identify 67 genetic loci, of which 50 are novel. Neuroimaging studies show that 17 variants affect specific brain areas, but most have widespread effects. Gene set enrichment is observed for various cancers and the p53, Wnt, and ErbB signaling pathways. Genes harboring lead variants are enriched for macrocephaly syndrome genes (37-fold) and high-fidelity cancer genes (9-fold), which is not seen for human height variants. Head size …

Gain-Of-Function And Loss-Of-Function Variants In Gria3 Lead To Distinct Neurodevelopmental Phenotypes, Berardo Rinaldi, Allan Bayat, Linda G Zachariassen, Jia-Hui Sun, Yu-Han Ge, Dan Zhao, Kristine Bonde, Laura H Madsen, Ilham Abdimunim Ali Awad, Duygu Bagiran, Amal Sbeih, Syeda Maidah Shah, Shaymaa El-Sayed, Signe M Lyngby, Miriam G Pedersen, Charlotte Stenum-Berg, Louise Claudia Walker, Ilona Krey, Andrée Delahaye-Duriez, Lisa T Emrick, Krystal Sully, Chaya N Murali, Lindsay C Burrage, Julie Ana Plaud Gonzalez, Mered Parnes, Jennifer Friedman, Bertrand Isidor, Jérémie Lefranc, Sylvia Redon, Delphine Heron, Cyril Mignot, Boris Keren, Mélanie Fradin, Christele Dubourg, Sandra Mercier, Thomas Besnard, Benjamin Cogne, Wallid Deb, Clotilde Rivier, Donatella Milani, Maria Francesca Bedeschi, Claudia Di Napoli, Federico Grilli, Paola Marchisio, Suzanna Koudijs, Danielle Veenma, Emanuela Argilli, Sally Ann Lynch, Ping Yee Billie Au, Fernando Eduardo Ayala Valenzuela, Carolyn Brown, Diane Masser-Frye, Marilyn Jones, Leslie Patron Romero, Wenhui Laura Li, Erin Thorpe, Laura Hecher, Jessika Johannsen, Jonas Denecke, Vanda Mcniven, Anna Szuto, Emma Wakeling, Vincent Cruz, Valerie Sency, Heng Wang, Juliette Piard, Fanny Kortüm, Theresia Herget, Tatjana Bierhals, Angelo Condell, Bruria Ben-Zeev, Simranpreet Kaur, John Christodoulou, Amelie Piton, Christiane Zweier, Cornelia Kraus, Alessia Micalizzi, Marina Trivisano, Nicola Specchio, Gaetan Lesca, Rikke S Møller, Zeynep Tümer, Maria Musgaard, Benedicte Gerard, Johannes R Lemke, Yun Stone Shi, Anders S Kristensen

Faculty, Staff and Students Publications

AMPA (α-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid) receptors (AMPARs) mediate fast excitatory neurotransmission in the brain. AMPARs form by homo- or heteromeric assembly of subunits encoded by the GRIA1–GRIA4 genes, of which only GRIA3 is X-chromosomal. Increasing numbers of GRIA3 missense variants are reported in patients with neurodevelopmental disorders (NDD), but only a few have been examined functionally.

Here, we evaluated the impact on AMPAR function of one frameshift and 43 rare missense GRIA3 variants identified in patients with NDD by electrophysiological assays. Thirty-one variants alter receptor function and show loss-of-function or gain-of-function properties, whereas 13 appeared neutral.

We collected detailed …

Integrated Transcriptomics And Histopathology Approach Identifies A Subset Of Rejected Donor Livers With Potential Suitability For Transplantation, Ankita Srivastava, Alexandra Manchel, John Waters, Manju Ambelil, Benjamin K. Barnhart, Jan B. Hoek, Ashesh P. Shah, Rajanikanth Vadigepalli

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Liver transplantation is an effective treatment for liver failure. There is a large unmet demand, even as not all donated livers are transplanted. The clinical selection criteria for donor livers based on histopathological evaluation and liver function tests are variable. We integrated transcriptomics and histopathology to characterize donor liver biopsies obtained at the time of organ recovery. We performed RNA sequencing as well as manual and artificial intelligence-based histopathology (10 accepted and 21 rejected for transplantation).

RESULTS: We identified two transcriptomically distinct rejected subsets (termed rejected-1 and rejected-2), where rejected-2 exhibited a near-complete transcriptomic overlap with the accepted livers, …

The Clinical Utility And Diagnostic Implementation Of Human Subject Cell Transdifferentiation Followed By Rna Sequencing, Shenglan Li, Sen Zhao, Jefferson C Sinson, Aleksandar Bajic, Jill A Rosenfeld, Matthew B Neeley, Mezthly Pena, Kim C Worley, Lindsay C Burrage, Monika Weisz-Hubshman, Shamika Ketkar, William J Craigen, Gary D Clark, Seema Lalani, Carlos A Bacino, Keren Machol, Hsiao-Tuan Chao, Lorraine Potocki, Lisa Emrick, Jennifer Sheppard, My T T Nguyen, Anahita Khoramnia, Paula Patricia Hernandez, Sandesh Cs Nagamani, Zhandong Liu, Christine M Eng, Brendan Lee, Pengfei Liu

Faculty, Staff and Students Publications

RNA sequencing (RNA-seq) has recently been used in translational research settings to facilitate diagnoses of Mendelian disorders. A significant obstacle for clinical laboratories in adopting RNA-seq is the low or absent expression of a significant number of disease-associated genes/transcripts in clinically accessible samples. As this is especially problematic in neurological diseases, we developed a clinical diagnostic approach that enhanced the detection and evaluation of tissue-specific genes/transcripts through fibroblast-to-neuron cell transdifferentiation. The approach is designed specifically to suit clinical implementation, emphasizing simplicity, cost effectiveness, turnaround time, and reproducibility. For clinical validation, we generated induced neurons (iNeurons) from 71 individuals with primary …

De Novo Genome Assembly For The Coppery Titi Monkey (Plecturocebus Cupreus): An Emerging Nonhuman Primate Model For Behavioral Research, Susanne P Pfeifer, Alexander Baxter, Logan E Savidge, Fritz J Sedlazeck, Karen L Bales

Faculty, Staff and Students Publications

The coppery titi monkey (Plecturocebus cupreus) is an emerging nonhuman primate model system for behavioral and neurobiological research. At the same time, the almost entire absence of genomic resources for the species has hampered insights into the genetic underpinnings of the phenotypic traits of interest. To facilitate future genotype-to-phenotype studies, we here present a high-quality, fully annotated de novo genome assembly for the species with chromosome-length scaffolds spanning the autosomes and chromosome X (scaffold N50 = 130.8 Mb), constructed using data obtained from several orthologous short- and long-read sequencing and scaffolding techniques. With a base-level accuracy of ∼99.99% in chromosome-length …

The Role Of B Cell Activation State And Sex In Aryl Hydrocarbon Receptor Mediated Induction Of Chemokine Receptor 9 And Alpha4beta7 Expression In Vitro, Logan Bauerle

Master's Theses

Defense of mucosal tissues from microbial infection and allergy is reliant on continual production of antibodies. The aryl hydrocarbon receptor (AhR) is known to regulate B cell development and is associated with suppression of systemic humoral immunity. Recent attention has been paid to the role of the AhR in altering expression of cell adhesion molecules (CAMs). B cells express CAMs and chemokine receptors to migrate around the body for localized secretion of antibodies. AhR agonists promote B cell migration to the small intestine through upregulation of chemokine receptor 9 (CCR9) and integrin α₄β₇. Both the AhR …

Mismatch Repair Deficient Neoantigen And Associated Circulating T-Cell Receptor Repertoires In Lynch Syndrome, Ana Bolivar

Dissertations and Theses (Open Access)

Lynch Syndrome (LS) is the most common inherited colorectal cancer (CRC) syndrome. It constitutes the perfect model to understand DNA mismatch repair deficient (MMRd) carcinogenesis, which underlies 15% of early-stage CRC. LS patients develop MMRd tumors with high loads of shared neoantigens (neoAgs), which are recognized by the immune system. Previous research has concentrated on discovering neoAgs and their potential as targets for vaccines in LS patients. However, these studies have primarily identified shared neoAgs from cancers, lacking detailed information on targetable neoAgs present in precancerous lesions. Understanding this landscape of pre-cancer derived neoAgs is crucial for intercepting cancer development …

Uncovering Capillary Endothelial Cells Response During Lung Injury-Repair, Celine Shuet Lin Kong

Dissertations and Theses (Open Access)

Once thought to be a homogenous population, capillary endothelial cells (ECs) have embodied organotypic specialization and heterogenous properties, both during homeostasis and tissue injury. In the lung, capillary ECs consist of two distinct populations, CAP1 and CAP2s; how each population responds to diverse tissue injury is incompletely understood. In this thesis, I report the induction and function of a truncated isoform of Ntrk2, Ntrk2^-tk (lacking the tyrosine kinase domain) in multiple injury models. Using a combinatorial approach of single-cell multiome, mouse genetics and viral infection models, I found that Ntrk2^-tk is broadly induced in CAP1s after the initial …

Plant Model Of Α-Synucleinopathy: Expression Of Α-Synuclein A53t Variant In Hairy Root Cultures Leads To Proteostatic Stress And Dysregulation Of Iron Metabolism, Jasmina Kurepa, Kristen A. Bruce, Greg A. Gerhardt, Jan A. Smalle

Neurology Faculty Publications

Synucleinopathies, typified by Parkinson’s disease (PD), entail the accumulation of α- synuclein (αSyn) aggregates in nerve cells. Various αSyn mutants, including the αSyn A53T variant linked to early-onset PD, increase the propensity for αSyn aggregate formation. In addition to disrupting protein homeostasis and inducing proteostatic stress, the aggregation of αSyn in PD is associated with an imbalance in iron metabolism, which increases the generation of reactive oxygen species and causes oxidative stress. This study explored the impact of αSyn A53T expression in transgenic hairy roots of four medicinal plants (Lobelia cardinalis, Artemisia annua, Salvia miltiorrhiza, and Polygonum multiflorum). In all …

Key Variants Via The Alzheimer's Disease Sequencing Project Whole Genome Sequence Data, Yanbing Wang, Chloé Sarnowski, Honghuang Lin, Achilleas N Pitsillides, Nancy L Heard-Costa, Seung Hoan Choi, Dongyu Wang, Joshua C Bis, Elizabeth E Blue, Eric Boerwinkle, Philip L De Jager, Myriam Fornage, Ellen M Wijsman, Sudha Seshadri, Josée Dupuis, Gina M Peloso, Anita L Destefano

Faculty, Staff and Student Publications

INTRODUCTION: Genome-wide association studies (GWAS) have identified loci associated with Alzheimer's disease (AD) but did not identify specific causal genes or variants within those loci. Analysis of whole genome sequence (WGS) data, which interrogates the entire genome and captures rare variations, may identify causal variants within GWAS loci.

METHODS: We performed single common variant association analysis and rare variant aggregate analyses in the pooled population (N cases = 2184, N controls = 2383) and targeted analyses in subpopulations using WGS data from the Alzheimer's Disease Sequencing Project (ADSP). The analyses were restricted to variants within 100 kb of 83 previously …

Retinal Dystrophies Associated With Peripherin-2: Genetic Spectrum And Novel Clinical Observations In 241 Patients, Rachael C. Heath Jeffery, Jennifer A. Thompson, Johnny Lo, Enid S. Chelva, Sean Armstrong, Jose S. Pulido, Rebecca Procopio, Andrea L. Vincent, Lorenzo Bianco, Maurizio Battaglia Parodi, Lucia Ziccardi, Giulio Antonelli, Lucilla Barbano, João P. Marques, Sara Geada, Ana L. Carvalho, Wei C. Tang, Choi M. Chan, Camiel J. F. Boon, Jonathan Hensman, Ta-Ching Chen, Chien-Yu Lin, Pei-Lung Chen, Ajoy Vincent, Anupreet Tumber, Elise Heon, John R. Grigg, Robyn V. Jamieson, Elisa E. Cornish, Benjamin M. Nash, Shyamanga Borooah, Lauren N. Ayton, Alexis Ceecee Britten-Jones, Thomas L. Edwards, Jonathan B. Ruddle, Abhishek Sharma, Rowan G. Porter, Tina M. Lamey, Terri L. Mclaren, Samuel Mclenachan, Danial Roshandel, Fred K. Chen

Wills Eye Hospital Papers

PURPOSE: To describe the clinical, electrophysiological and genetic spectrum of inherited retinal diseases associated with variants in the PRPH2 gene.

METHODS: A total of 241 patients from 168 families across 15 sites in 9 countries with pathogenic or likely pathogenic variants in PRPH2 were included. Records were reviewed for age at symptom onset, visual acuity, full-field ERG, fundus colour photography, fundus autofluorescence (FAF), and SD-OCT. Images were graded into six phenotypes. Statistical analyses were performed to determine genotype-phenotype correlations.

RESULTS: The median age at symptom onset was 40 years (range, 4-78 years). FAF phenotypes included normal (5%), butterfly pattern dystrophy, …

Acute Pain Prediction In Oral Cavity And Oropharyngeal Cancer Patients Receiving Radiation Therapy, Vivian Salama

Dissertations and Theses (Open Access)

Oral-Cavity and oropharyngeal cancers (OC/OPC) are types of head and neck cancers that are increasing in incidence domestically. Radiation therapy (RT) is crucial in OC/OPC management. Pain is a common and challenging symptom for most patients during therapy, as nearly all patients undergoing locoregional RT in OC/OPC require analgesia for acute iatrogenic pain. Moreover, about 45% of long-term survivors report chronic pain, with more than 10% exhibiting severe chronic pain. Pain control is challenging due to the multifactorial clinical, molecular, and cellular etiology of cancer/therapy pain, as well as variation in pain assessment and the non-uniform management of pain between …

Patient Understanding Of Fetal Sex Versus Gender In The Context Of Routine Cell-Free Dna Screening, Mindy Kolodziejski

Dissertations and Theses (Open Access)

Non-invasive prenatal testing (NIPT) is the current standard of care to screen for fetal aneuploidy using cell-free DNA (cfDNA). NIPT screens for sex chromosome aneuploidies (SCAs) and in doing so, can predict fetal chromosomal sex. Despite sex and gender being distinct concepts, many patients refer to NIPT as “the gender test” and elect testing in order to find out predicted fetal sex and assume gender. Our study aimed to evaluate and describe patient understanding of sex and gender in the context of receiving routine prenatal genetics education (PGE) on NIPT. A survey was developed with the goal of assessing patient …

Inclusion Of Adoption As A Pregnancy Management Option In Prenatal Genetic Counseling Practice, Emma Billings

Dissertations and Theses (Open Access)

Prenatal genetic counselors are essential to providing education, psychosocial support, and guidance on pregnancy options to patients who receive a fetal diagnosis of an anomaly or genetic condition. Therefore, genetic counselors should be well-educated on comprehensive pregnancy management options consisting of parenting, abortion, and adoption. The landscape of adoption education in genetic counseling practice was last characterized in 2010 by Perry and Henry, revealing substantial variability in both the inclusion of adoption-specific education in genetic counseling program (GCP) curricula and the discussion of pregnancy options with patients in prenatal practice. As a result, the authors published a call to action …

Impact Of Genetic Counseling On Patient Empowerment After Diagnosis Of Fetal Anomaly, Carley Brueckner

Dissertations and Theses (Open Access)

Approximately 3-5% of pregnancies are affected by fetal anomalies, often leading to structural and functional differences that impact infant health and mortality. When anomalies are identified on prenatal ultrasound, genetic counseling (GC) and genetic testing may be offered to investigate the potential for a possible syndromic cause. Genetic counselors provide education on the chance for a genetic etiology, available testing options, potential changes in medical intervention related to an identified etiology, and psychosocial counseling and resources. Regardless of a patient’s testing decision, genetic counseling should include psychosocial counseling to support and empower patients in a time of prognostic uncertainty and …

The Impact Of A Pgym Variant On Myophosphorylase Deficiency In Red Angus Composite Cattle And Changes In The Skeletal Muscle Transcriptome Due To The Intramuscular Administration Of Lidocaine In Wether Lambs, Mackenzie Christin Batt

School of Biological Sciences: Dissertations, Theses, and Student Research

Project 1 focused on eight calves in a Nebraska herd (composite Simmental, Red Angus, Gelbvieh) that displayed exercise intolerance during forced activity. Available sire pedigrees contained a paternal ancestor within 2-4 generations in all affected calves. Pedigrees of the calves’ dams were unavailable, however, the cows were ranch-raised and retained from prior breeding seasons, where bulls used for breeding occasionally had a common ancestor. Therefore, it was hypothesized that a de novo autosomal recessive variant was causative of exercise intolerance in these calves. A genome-wide association analysis followed by whole-genome sequencing led to the identification of a variant in the …

Igwas: Image-Based Genome-Wide Association Of Self-Supervised Deep Phenotyping Of Retina Fundus Images, Ziqian Xie, Tao Zhang, Sangbae Kim, Jiaxiong Lu, Wanheng Zhang, Cheng-Hui Lin, Man-Ru Wu, Alexander Davis, Roomasa Channa, Luca Giancardo, Han Chen, Sui Wang, Rui Chen, Degui Zhi

Faculty, Staff and Student Publications

Existing imaging genetics studies have been mostly limited in scope by using imaging-derived phenotypes defined by human experts. Here, leveraging new breakthroughs in self-supervised deep representation learning, we propose a new approach, image-based genome-wide association study (iGWAS), for identifying genetic factors associated with phenotypes discovered from medical images using contrastive learning. Using retinal fundus photos, our model extracts a 128-dimensional vector representing features of the retina as phenotypes. After training the model on 40,000 images from the EyePACS dataset, we generated phenotypes from 130,329 images of 65,629 British White participants in the UK Biobank. We conducted GWAS on these phenotypes …

Ai-Marrvel - A Knowledge-Driven Ai System For Diagnosing Mendelian Disorders, Dongxue Mao, Chaozhong Liu, Linhua Wang, Rami Ai-Ouran, Cole Deisseroth, Sasidhar Pasupuleti, Seon Young Kim, Lucian Li, Jill A Rosenfeld, Linyan Meng, Lindsay C Burrage, Michael F Wangler, Shinya Yamamoto, Undiagnosed Diseases Network, Michael Santana, Victor Perez, Priyank Shukla, Christine M Eng, Brendan Lee, Bo Yuan, Fan Xia, Hugo J Bellen, Pengfei Liu, Zhandong Liu

Faculty, Staff and Students Publications

BACKGROUND: Diagnosing genetic disorders requires extensive manual curation and interpretation of candidate variants, a labor-intensive task even for trained geneticists. Although artificial intelligence (AI) shows promise in aiding these diagnoses, existing AI tools have only achieved moderate success for primary diagnosis.

METHODS: AI-MARRVEL (AIM) uses a random-forest machine-learning classifier trained on over 3.5 million variants from thousands of diagnosed cases. AIM additionally incorporates expert-engineered features into training to recapitulate the intricate decision-making processes in molecular diagnosis. The online version of AIM is available at https://ai.marrvel.org. To evaluate AIM, we benchmarked it with diagnosed patients from three independent cohorts.

RESULTS: AIM …

Development Of A Weight-Band Dosing Approach For Vosoritide In Children With Achondroplasia Using A Population Pharmacokinetic Model, Yulan Qi, Ming Liang Chan, Diane R Mould, Kevin Larimore, Elena Fisheleva, Anu Cherukuri, Jonathan Day, Ravi Savarirayan, Melita Irving, Carlos A Bacino, Julie Hoover-Fong, Keiichi Ozono, Klaus Mohnike, William R Wilcox, Michael B Bober, Joshua Henshaw

Faculty, Staff and Students Publications

BACKGROUND AND OBJECTIVE: Vosoritide is a recently approved therapy for achondroplasia, the most common form of disproportionate short stature, that has been shown to be well tolerated and effective in increasing linear growth. This study aimed to develop a population pharmacokinetic (PPK) model to characterize pharmacokinetics (PK) of vosoritide and establish a weight-band dosing regimen.

METHODS: A PPK model was developed using data from five clinical trials in children with achondroplasia (aged 0.95-15 years) who received daily per-kg doses of vosoritide. The model was used to simulate expected exposures in children with a refined weight-band dosing regimen. Simulated exposure was …

Genome-Wide Association Analyses Identify 95 Risk Loci And Provide Insights Into The Neurobiology Of Post-Traumatic Stress Disorder, Caroline M Nievergelt, Adam X Maihofer, Elizabeth G Atkinson, Chia-Yen Chen, Karmel W Choi, Jonathan R I Coleman, Nikolaos P Daskalakis, Laramie E Duncan, Renato Polimanti, Cindy Aaronson, Ananda B Amstadter, Soren B Andersen, Ole A Andreassen, Paul A Arbisi, Allison E Ashley-Koch, S Bryn Austin, Esmina Avdibegoviç, Dragan Babić, Silviu-Alin Bacanu, Dewleen G Baker, Anthony Batzler, Jean C Beckham, Sintia Belangero, Corina Benjet, Carisa Bergner, Linda M Bierer, Joanna M Biernacka, Laura J Bierut, Jonathan I Bisson, Marco P Boks, Elizabeth A Bolger, Amber Brandolino, Gerome Breen, Rodrigo Affonseca Bressan, Richard A Bryant, Angela C Bustamante, Jonas Bybjerg-Grauholm, Marie Bækvad-Hansen, Anders D Børglum, Sigrid Børte, Leah Cahn, Joseph R Calabrese, Jose Miguel Caldas-De-Almeida, Chris Chatzinakos, Sheraz Cheema, Sean A P Clouston, Lucía Colodro-Conde, Brandon J Coombes, Carlos S Cruz-Fuentes, Anders M Dale, Shareefa Dalvie, Lea K Davis, Jürgen Deckert, Douglas L Delahanty, Michelle F Dennis, Frank Desarnaud, Christopher P Dipietro, Seth G Disner, Anna R Docherty, Katharina Domschke, Grete Dyb, Alma Džubur Kulenović, Howard J Edenberg, Alexandra Evans, Chiara Fabbri, Negar Fani, Lindsay A Farrer, Adriana Feder, Norah C Feeny, Janine D Flory, David Forbes, Carol E Franz, Sandro Galea, Melanie E Garrett, Bizu Gelaye, Joel Gelernter, Elbert Geuze, Charles F Gillespie, Slavina B Goleva, Scott D Gordon, Aferdita Goçi, Lana Ruvolo Grasser, Camila Guindalini, Magali Haas, Saskia Hagenaars, Michael A Hauser, Andrew C Heath, Sian M J Hemmings, Victor Hesselbrock, Ian B Hickie, Kelleigh Hogan, David Michael Hougaard, Hailiang Huang, Laura M Huckins, Kristian Hveem, Miro Jakovljević, Arash Javanbakht, Gregory D Jenkins, Jessica Johnson, Ian Jones, Tanja Jovanovic, Karen-Inge Karstoft, Milissa L Kaufman, James L Kennedy, Ronald C Kessler, Alaptagin Khan, Nathan A Kimbrel, Anthony P King, Nastassja Koen, Roman Kotov, Henry R Kranzler, Kristi Krebs, William S Kremen, Pei-Fen Kuan, Bruce R Lawford, Lauren A M Lebois, Kelli Lehto, Daniel F Levey, Catrin Lewis, Israel Liberzon, Sarah D Linnstaedt, Mark W Logue, Adriana Lori, Yi Lu, Benjamin J Luft, Michelle K Lupton, Jurjen J Luykx, Iouri Makotkine, Jessica L Maples-Keller, Shelby Marchese, Charles Marmar, Nicholas G Martin, Gabriela A Martínez-Levy, Kerrie Mcaloney, Alexander Mcfarlane, Katie A Mclaughlin, Samuel A Mclean, Sarah E Medland, Divya Mehta, Jacquelyn Meyers, Vasiliki Michopoulos, Elizabeth A Mikita, Lili Milani, William Milberg, Mark W Miller, Rajendra A Morey, Charles Phillip Morris, Ole Mors, Preben Bo Mortensen, Mary S Mufford, Elliot C Nelson, Merete Nordentoft, Sonya B Norman, Nicole R Nugent, Meaghan O'Donnell, Holly K Orcutt, Pedro M Pan, Matthew S Panizzon, Gita A Pathak, Edward S Peters, Alan L Peterson, Matthew Peverill, Robert H Pietrzak, Melissa A Polusny, Bernice Porjesz, Abigail Powers, Xue-Jun Qin, Andrew Ratanatharathorn, Victoria B Risbrough, Andrea L Roberts, Alex O Rothbaum, Barbara O Rothbaum, Peter Roy-Byrne, Kenneth J Ruggiero, Ariane Rung, Heiko Runz, Bart P F Rutten, Stacey Saenz De Viteri, Giovanni Abrahão Salum, Laura Sampson, Sixto E Sanchez, Marcos Santoro, Carina Seah, Soraya Seedat, Julia S Seng, Andrey Shabalin, Christina M Sheerin, Derrick Silove, Alicia K Smith, Jordan W Smoller, Scott R Sponheim, Dan J Stein, Synne Stensland, Jennifer S Stevens, Jennifer A Sumner, Martin H Teicher, Wesley K Thompson, Arun K Tiwari, Edward Trapido, Monica Uddin, Robert J Ursano, Unnur Valdimarsdóttir, Miranda Van Hooff, Eric Vermetten, Christiaan H Vinkers, Joanne Voisey, Yunpeng Wang, Zhewu Wang, Monika Waszczuk, Heike Weber, Frank R Wendt, Thomas Werge, Michelle A Williams, Douglas E Williamson, Bendik S Winsvold, Sherry Winternitz, Christiane Wolf, Erika J Wolf, Yan Xia, Ying Xiong, Rachel Yehuda, Keith A Young, Ross Mcd Young, Clement C Zai, Gwyneth C Zai, Mark Zervas, Hongyu Zhao, Lori A Zoellner, John-Anker Zwart, Terri Deroon-Cassini, Sanne J H Van Rooij, Leigh L Van Den Heuvel, Murray B Stein, Kerry J Ressler, Karestan C Koenen

Faculty, Staff and Students Publications

Post-traumatic stress disorder (PTSD) genetics are characterized by lower discoverability than most other psychiatric disorders. The contribution to biological understanding from previous genetic studies has thus been limited. We performed a multi-ancestry meta-analysis of genome-wide association studies across 1,222,882 individuals of European ancestry (137,136 cases) and 58,051 admixed individuals with African and Native American ancestry (13,624 cases). We identified 95 genome-wide significant loci (80 new). Convergent multi-omic approaches identified 43 potential causal genes, broadly classified as neurotransmitter and ion channel synaptic modulators (for example, GRIA1, GRM8 and CACNA1E), developmental, axon guidance and transcription factors (for example, FOXP2, EFNA5 and DCC), …

A Phenome-Wide Association And Mendelian Randomisation Study Of Alcohol Use Variants In A Diverse Cohort Comprising Over 3 Million Individuals, Mariela V Jennings, José Jaime Martínez-Magaña, Natasia S Courchesne-Krak, Renata B Cupertino, Laura Vilar-Ribó, Sevim B Bianchi, Alexander S Hatoum, Elizabeth G Atkinson, Paola Giusti-Rodriguez, Janitza L Montalvo-Ortiz, Joel Gelernter, María Soler Artigas, Sarah L Elson, Howard J Edenberg, Pierre Fontanillas, Abraham A Palmer, Sandra Sanchez-Roige

Faculty, Staff and Students Publications

BACKGROUND: Alcohol consumption is associated with numerous negative social and health outcomes. These associations may be direct consequences of drinking, or they may reflect common genetic factors that influence both alcohol consumption and other outcomes.

METHODS: We performed exploratory phenome-wide association studies (PheWAS) of three of the best studied protective single nucleotide polymorphisms (SNPs) in genes encoding ethanol metabolising enzymes (ADH1B: rs1229984-T, rs2066702-A; ADH1C: rs698-T) using up to 1109 health outcomes across 28 phenotypic categories (e.g., substance-use, mental health, sleep, immune, cardiovascular, metabolic) from a diverse 23andMe cohort, including European (N ≤ 2,619,939), Latin American (N ≤ 446,646) and African …

Genome-Wide Analysis In Over 1 Million Individuals Of European Ancestry Yields Improved Polygenic Risk Scores For Blood Pressure Traits, Jacob M Keaton, Zoha Kamali, Tian Xie, Ahmad Vaez, Ariel Williams, Slavina B Goleva, Alireza Ani, Evangelos Evangelou, Jacklyn N Hellwege, Loic Yengo, William J Young, Matthew Traylor, Ayush Giri, Zhili Zheng, Jian Zeng, Daniel I Chasman, Andrew P Morris, Mark J Caulfield, Shih-Jen Hwang, Jaspal S Kooner, David Conen, John R Attia, Alanna C Morrison, Ruth J F Loos, Kati Kristiansson, Reinhold Schmidt, Andrew A Hicks, Peter P Pramstaller, Christopher P Nelson, Nilesh J Samani, Lorenz Risch, Ulf Gyllensten, Olle Melander, Harriette Riese, James F Wilson, Harry Campbell, Stephen S Rich, Bruce M Psaty, Yingchang Lu, Jerome I Rotter, Xiuqing Guo, Kenneth M Rice, Peter Vollenweider, Johan Sundström, Claudia Langenberg, Martin D Tobin, Vilmantas Giedraitis, Jian'an Luan, Jaakko Tuomilehto, Zoltan Kutalik, Samuli Ripatti, Veikko Salomaa, Giorgia Girotto, Stella Trompet, J Wouter Jukema, Pim Van Der Harst, Paul M Ridker, Franco Giulianini, Veronique Vitart, Anuj Goel, Hugh Watkins, Sarah E Harris, Ian J Deary, Peter J Van Der Most, Albertine J Oldehinkel, Bernard D Keavney, Caroline Hayward, Archie Campbell, Michael Boehnke, Laura J Scott, Thibaud Boutin, Chrysovalanto Mamasoula, Marjo-Riitta Järvelin, Annette Peters, Christian Gieger, Edward G Lakatta, Francesco Cucca, Jennie Hui, Paul Knekt, Stefan Enroth, Martin H De Borst, Ozren Polašek, Maria Pina Concas, Eulalia Catamo, Massimiliano Cocca, Ruifang Li-Gao, Edith Hofer, Helena Schmidt, Beatrice Spedicati, Melanie Waldenberger, David P Strachan, Maris Laan, Alexander Teumer, Marcus Dörr, Vilmundur Gudnason, James P Cook, Daniela Ruggiero, Ivana Kolcic, Eric Boerwinkle, Michela Traglia, Terho Lehtimäki, Olli T Raitakari, Andrew D Johnson, Christopher Newton-Cheh, Morris J Brown, Anna F Dominiczak, Peter J Sever, Neil Poulter, John C Chambers, Roberto Elosua, David Siscovick, Tõnu Esko, Andres Metspalu, Rona J Strawbridge, Markku Laakso, Anders Hamsten, Jouke-Jan Hottenga, Eco De Geus, Andrew D Morris, Colin N A Palmer, Ilja M Nolte, Yuri Milaneschi, Jonathan Marten, Alan Wright, Eleftheria Zeggini, Joanna M M Howson, Christopher J O'Donnell, Tim Spector, Mike A Nalls, Eleanor M Simonsick, Yongmei Liu, Cornelia M Van Duijn, Adam S Butterworth, John N Danesh, Cristina Menni, Nicholas J Wareham, Kay-Tee Khaw, Yan V Sun, Peter W F Wilson, Kelly Cho, Peter M Visscher, Joshua C Denny, Million Veteran Program, Lifelines Cohort Study, Charge Consortium, Icbp Consortium, Daniel Levy, Todd L Edwards, Patricia B Munroe, Harold Snieder, Helen R Warren

Faculty, Staff and Student Publications

Hypertension affects more than one billion people worldwide. Here we identify 113 novel loci, reporting a total of 2,103 independent genetic signals (P < 5 × 10-8) from the largest single-stage blood pressure (BP) genome-wide association study to date (n = 1,028,980 European individuals). These associations explain more than 60% of single nucleotide polymorphism-based BP heritability. Comparing top versus bottom deciles of polygenic risk scores (PRSs) reveals clinically meaningful differences in BP (16.9 mmHg systolic BP, 95% CI, 15.5-18.2 mmHg, P = 2.22 × 10-126) and more than a sevenfold higher odds of hypertension risk (odds ratio, 7.33; 95% CI, 5.54-9.70; P = 4.13 × 10-44) in an independent dataset. Adding PRS into hypertension-prediction models increased the area under the receiver operating characteristic curve (AUROC) from 0.791 (95% CI, 0.781-0.801) to 0.826 (95% CI, 0.817-0.836, ∆AUROC, 0.035, P = 1.98 × 10-34). We compare the 2,103 loci results in non-European ancestries and show significant PRS associations in a large African-American sample. Secondary analyses implicate 500 genes previously unreported for BP. Our study highlights the role of increasingly large genomic studies for precision health research.