Medicine and Health Sciences Commons^™

Deciphering The Role Of Rna Structure In Translation Efficiency., Jianan Lin, Yang Chen, Yuping Zhang, Haifan Lin, Zhengqing Ouyang

Faculty Research 2022

BACKGROUND: RNA secondary structure has broad impact on the fate of RNA metabolism. The reduced stability of secondary structures near the translation initiation site/start codon of the coding region promotes the efficiency of translation in both prokaryotic and eukaryotic species. However, the inaccuracy of in silico folding and the focus on the coding region limit our understanding of the global relationship between the whole mRNA structure and translation efficiency. Leveraging high-throughput RNA structure probing data in the transcriptome, we aim to systematically investigate the role of RNA structure in regulating translation efficiency.

RESULTS: Here, we analyze the influences of hundreds …

Multiplex Immunofluorescence-Guided Laser Capture Microdissection For Spatial Transcriptomics Of Metastatic Melanoma Tissues., Jan Martinek, Te-Chia Wu, Lili Sun, Jianan Lin, Kyung In Kim, Florentina Marches, Paul Robson, Joshy George, Karolina Palucka

Faculty Research 2022

We describe a pipeline for optimized and streamlined multiplexed immunofluorescence-guided laser capture microdissection allowing the harvest of individual cells based on their phenotype and tissue localization for transcriptomic analysis with next-generation RNA sequencing. Here, we analyze transcriptomes of CD3+ T cells, CD14+ monocytes/macrophages, and melanoma cells in non-dissociated metastatic melanoma tissue. While this protocol is described for melanoma tissues, we successfully applied it to human tonsil, skin, and breast cancer tissues as well as mouse lung tissues. For complete details on the use and execution of this protocol, please refer to Martinek et al. (2022).

Loss Of Pex1 In Inner Ear Hair Cells Contributes To Cochlear Synaptopathy And Hearing Loss., Stephanie A Mauriac, Thibault Peineau, Aamir Zuberi, Cathleen Lutz, Gwénaëlle S G Géléoc

Faculty Research 2022

Peroxisome Biogenesis Disorders (PBD) and Zellweger syndrome spectrum disorders (ZSD) are rare genetic multisystem disorders that include hearing impairment and are associated with defects in peroxisome assembly, function, or both. Mutations in 13 peroxin (PEX) genes have been found to cause PBD-ZSD with ~70% of patients harboring mutations in PEX1. Limited research has focused on the impact of peroxisomal disorders on auditory function. As sensory hair cells are particularly vulnerable to metabolic changes, we hypothesize that mutations in PEX1 lead to oxidative stress affecting hair cells of the inner ear, subsequently resulting in hair cell degeneration and hearing loss. Global …

Taxonomic Assessment Of Two Wild House Mouse Subspecies Using Whole-Genome Sequencing., Raman Akinyanju Lawal, Verity L Mathis, Mary Barter, Jeremy R. Charette, Alexis Garretson, Beth L Dumont

Faculty Research 2022

The house mouse species complex (Mus musculus) is comprised of three primary subspecies. A large number of secondary subspecies have also been suggested on the basis of divergent morphology and molecular variation at limited numbers of markers. While the phylogenetic relationships among the primary M. musculus subspecies are well-defined, relationships among secondary subspecies and between secondary and primary subspecies remain less clear. Here, we integrate de novo genome sequencing of museum-stored specimens of house mice from one secondary subspecies (M. m. bactrianus) and publicly available genome sequences of house mice previously characterized as M. m. helgolandicus, with whole genome sequences …

Distinct Tumor Necrosis Factor Alpha Receptors Dictate Stem Cell Fitness Versus Lineage Output In Dnmt3a-Mutant Clonal Hematopoiesis., Jennifer M. Sanmiguel, Elizabeth Eudy, Matthew A. Loberg, Kira Young, Jayna J. Mistry, Kristina D. Mujica, Logan S. Schwartz, Timothy M. Stearns, Grant A Challen, Jennifer J. Trowbridge

Faculty Research 2022

Clonal hematopoiesis resulting from the enhanced fitness of mutant hematopoietic stem cells (HSC) associates with both favorable and unfavorable health outcomes related to the types of mature mutant blood cells produced, but how this lineage output is regulated is unclear. Using a mouse model of a clonal hematopoiesis-associated mutation, DNMT3AR882/+ (Dnmt3aR878H/+), we found that aging-induced TNFα signaling promoted the selective advantage of mutant HSCs and stimulated the production of mutant B lymphoid cells. The genetic loss of the TNFα receptor TNFR1 ablated the selective advantage of mutant HSCs without altering their lineage output, whereas the loss of TNFR2 resulted in …

Analysis Of Genome-Wide Knockout Mouse Database Identifies Candidate Ciliopathy Genes., Kendall Higgins, Bret A Moore, Zorana Berberovic, Hibret A Adissu, Mohammad Eskandarian, Ann M Flenniken, Andy Shao, Denise M Imai, Dave Clary, Louise Lanoue, Susan Newbigging, Lauryl M J Nutter, David J Adams, Fatima Bosch, Robert Schneider, Steve D M Brown, Mary E Dickinson, Michael Dobbie, Paul Flicek, Xiang Gao, Sanjeev Galande, Anne Grobler, Jason D Heaney, Yann Herault, Martin Hrabe De Angelis, Hsian-Jean Genie Chin, Fabio Mammano, Chuan Qin, Toshihiko Shiroishi, Radislav Sedlacek, J-K Seong, Ying Xu, K C Kent Lloyd, Colin Mckerlie, Ala Moshiri

Faculty Research 2022

We searched a database of single-gene knockout (KO) mice produced by the International Mouse Phenotyping Consortium (IMPC) to identify candidate ciliopathy genes. We first screened for phenotypes in mouse lines with both ocular and renal or reproductive trait abnormalities. The STRING protein interaction tool was used to identify interactions between known cilia gene products and those encoded by the genes in individual knockout mouse strains in order to generate a list of "candidate ciliopathy genes." From this list, 32 genes encoded proteins predicted to interact with known ciliopathy proteins. Of these, 25 had no previously described roles in ciliary pathobiology. …

Lifespan Benefits For The Combination Of Rapamycin Plus Acarbose And For Captopril In Genetically Heterogeneous Mice., Randy Strong, Richard A Miller, Catherine J Cheng, James F Nelson, Jonathan Gelfond, Shailaja Kesaraju Allani, Vivian Diaz, Angela Olsen Dorigatti, Jonathan Dorigatti, Elizabeth Fernandez, Andrzej Galecki, Brett Ginsburg, Karyn L Hamilton, Martin A Javors, Kerry Kornfeld, Matt Kaeberlein, Suja Kumar, David B Lombard, Marisa Lopez-Cruzan, Benjamin F Miller, Peter Rabinovitch, Peter C. Reifsnyder, Nadia Rosenthal, Molly A. Bogue, Adam B Salmon, Yousin Suh, Eric Verdin, Herbert Weissbach, John Newman, Francesca Maccchiarini, David E. Harrison

Faculty Research 2022

Mice bred in 2017 and entered into the C2017 cohort were tested for possible lifespan benefits of (R/S)-1,3-butanediol (BD), captopril (Capt), leucine (Leu), the Nrf2-activating botanical mixture PB125, sulindac, syringaresinol, or the combination of rapamycin and acarbose started at 9 or 16 months of age (RaAc9, RaAc16). In male mice, the combination of Rapa and Aca started at 9 months and led to a longer lifespan than in either of the two prior cohorts of mice treated with Rapa only, suggesting that this drug combination was more potent than either of its components used alone. In females, lifespan in mice …

Blackcurrants Reduce The Risk Of Postmenopausal Osteoporosis: A Pilot Double-Blind, Randomized, Placebo-Controlled Clinical Trial., Briana M Nosal, Junichi R Sakaki, Zachary Macdonald, Kyle Mahoney, Kijoon Kim, Matthew Madore, Staci Thornton, Thi Dong Binh Tran, George M. Weinstock, Elaine Choung-Hee Lee, Ock K Chun

Faculty Research 2022

Beneficial effects of blackcurrant supplementation on bone metabolism in mice has recently been demonstrated, but no studies are available in humans. The current study aimed to examine the dose-dependent effects of blackcurrant in preventing bone loss and the underlying mechanisms of action in adult women. Forty peri- and early postmenopausal women were randomly assigned into one of three treatment groups for 6 months: (1) a placebo (control group, n = 13); (2) 392 mg/day of blackcurrant powder (low blackcurrant, BC, group, n = 16); and (3) 784 mg/day of blackcurrant powder (high BC group, n = 11). The significance of …

Adding Gene Transcripts Into Genomic Prediction Improves Accuracy And Reveals Sampling Time Dependence., Bruno C Perez, Marco C A M Bink, Karen L. Svenson, Gary Churchill, Mario P L Calus

Faculty Research 2022

Recent developments allowed generating multiple high-quality 'omics' data that could increase the predictive performance of genomic prediction for phenotypes and genetic merit in animals and plants. Here, we have assessed the performance of parametric and nonparametric models that leverage transcriptomics in genomic prediction for 13 complex traits recorded in 478 animals from an outbred mouse population. Parametric models were implemented using the best linear unbiased prediction, while nonparametric models were implemented using the gradient boosting machine algorithm. We also propose a new model named GTCBLUP that aims to remove between-omics-layer covariance from predictors, whereas its counterpart GTBLUP does not do …

Bifidobacterial Carbohydrate/Nucleoside Metabolism Enhances Oxidative Phosphorylation In White Adipose Tissue To Protect Against Diet-Induced Obesity., Gihyeon Kim, Youngmin Yoon, Jin Ho Park, Jae Won Park, Myung-Guin Noh, Hyun Kim, Changho Park, Hyuktae Kwon, Jeong-Hyeon Park, Yena Kim, Jinyoung Sohn, Shinyoung Park, Hyeonhui Kim, Sun-Kyoung Im, Yeongmin Kim, Ha Yung Chung, Myung Hee Nam, Jee Young Kwon, Il Yong Kim, Yong Jae Kim, Ji Hyeon Baek, Hak Su Kim, George M Weinstock, Belong Cho, Charles Lee, Sungsoon Fang, Hansoo Park, Je Kyung Seong

Faculty Research 2022

BACKGROUND: Comparisons of the gut microbiome of lean and obese humans have revealed that obesity is associated with the gut microbiome plus changes in numerous environmental factors, including high-fat diet (HFD). Here, we report that two species of Bifidobacterium are crucial to controlling metabolic parameters in the Korean population.

RESULTS: Based on gut microbial analysis from 99 Korean individuals, we observed the abundance of Bifidobacterium longum and Bifidobacterium bifidum was markedly reduced in individuals with increased visceral adipose tissue (VAT), body mass index (BMI), blood triglyceride (TG), and fatty liver. Bacterial transcriptomic analysis revealed that carbohydrate/nucleoside metabolic processes of Bifidobacterium …

Rgs12 Polarizes The Gpsm2-Gnai Complex To Organize And Elongate Stereocilia In Sensory Hair Cells., Anil Akturk, Matthew Day, Basile Tarchini

Faculty Research 2022

Inhibitory G proteins (GNAI/Gα(i)) bind to the scaffold G protein signaling modulator 2 (GPSM2) to form a conserved polarity complex that regulates cytoskeleton organization. GPSM2 keeps GNAI in a guanosine diphosphate (GDP)-bound state, but how GPSM2-GNAI is generated or relates to heterotrimeric G protein signaling remains unclear. We find that RGS12, a GTPase-activating protein (GAP), is required to polarize GPSM2-GNAI at the hair cell apical membrane and to organize mechanosensory stereocilia in rows of graded heights. Accordingly, RGS12 and the guanine nucleotide exchange factor (GEF) DAPLE are asymmetrically co-enriched at the hair cell apical junction, and Rgs12 mouse mutants are …

Mendelian Gene Identification Through Mouse Embryo Viability Screening., Pilar Cacheiro, Carl Henrik Westerberg, Jesse Mager, Mary E Dickinson, Lauryl M J Nutter, Violeta Muñoz-Fuentes, Chih-Wei Hsu, Ignatia B Van Den Veyver, Ann M Flenniken, Colin Mckerlie, Stephen A Murray, Lydia Teboul, Jason D Heaney, K C Kent Lloyd, Louise Lanoue, Robert E Braun, Jacqueline K White, Amie K Creighton, Valerie Laurin, Ruolin Guo, Dawei Qu, Sara Wells, James Cleak, Rosie Bunton-Stasyshyn, Michelle Stewart, Jackie Harrisson, Jeremy Mason, Hamed Haseli Mashhadi, Helen Parkinson, Ann-Marie Mallon, International Mouse Phenotyping Consortium, Genomics England Research Consortium, Damian Smedley

Faculty Research 2022

BACKGROUND: The diagnostic rate of Mendelian disorders in sequencing studies continues to increase, along with the pace of novel disease gene discovery. However, variant interpretation in novel genes not currently associated with disease is particularly challenging and strategies combining gene functional evidence with approaches that evaluate the phenotypic similarities between patients and model organisms have proven successful. A full spectrum of intolerance to loss-of-function variation has been previously described, providing evidence that gene essentiality should not be considered as a simple and fixed binary property.

METHODS: Here we further dissected this spectrum by assessing the embryonic stage at which homozygous …

A Dpagt1 Missense Variant Causes Degenerative Retinopathy Without Myasthenic Syndrome In Mice, Lillian F Hyde, Yang Kong, Lihong Zhao, Sriganesh Ramachandra Rao, Jieping Wang, Lisa Stone, Andrew Njaa, Gayle B. Collin, Mark P. Krebs, Bo Chang, Steven J Fliesler, Patsy M. Nishina, Juergen K. Naggert

Faculty Research 2022

Congenital disorders of glycosylation (CDG) are a heterogenous group of primarily autosomal recessive mendelian diseases caused by disruptions in the synthesis of lipid-linked oligosaccharides and their transfer to proteins. CDGs usually affect multiple organ systems and vary in presentation, even within families. There is currently no cure, and treatment is aimed at ameliorating symptoms and improving quality of life. Here, we describe a chemically induced mouse mutant,

Genetic Quality: A Complex Issue For Experimental Study Reproducibility., Atsushi Yoshiki, Gregory Ballard, Ana V Perez

Faculty Research 2022

Laboratory animal research involving mice, requires consideration of many factors to be controlled. Genetic quality is one factor that is often overlooked but is essential for the generation of reproducible experimental results. Whether experimental research involves inbred mice, spontaneous mutant, or genetically modified strains, exercising genetic quality through careful breeding, good recordkeeping, and prudent quality control steps such as validation of the presence of mutations and verification of the genetic background, will help ensure that experimental results are accurate and that reference controls are representative for the particular experiment. In this review paper, we will discuss various techniques used for …

A Standardized Nomenclature For Mammalian Histone Genes., Ruth L Seal, Paul Denny, Elspeth A Bruford, Anna K Gribkova, David Landsman, William F Marzluff, Monica Mcandrews, Anna R Panchenko, Alexey K Shaytan, Paul B Talbert

Faculty Research 2022

Histones have a long history of research in a wide range of species, leaving a legacy of complex nomenclature in the literature. Community-led discussions at the EMBO Workshop on Histone Variants in 2011 resulted in agreement amongst experts on a revised systematic protein nomenclature for histones, which is based on a combination of phylogenetic classification and historical symbol usage. Human and mouse histone gene symbols previously followed a genome-centric system that was not applicable across all vertebrate species and did not reflect the systematic histone protein nomenclature. This prompted a collaboration between histone experts, the Human Genome Organization (HUGO) Gene …

Animals, Quality And The Pursuit Of Relevance., Karen L. Svenson, Stephen D Krasinski, Michael Ellis, Nadia Rosenthal, Edison Liu, Kenneth H Fasman

Faculty Research 2022

In 2021, the National Institutes of Health Advisory Committee to the Director (ACD) announced recommendations to improve the reproducibility of biomedical research using animals. In response, The Jackson Laboratory faculty and institutional leaders identified key strategies to further address this important issue. Taking inspiration from the evolution of clinical trials over recent decades in response to similar challenges, we identified opportunities for improvement, including establishment of common standards, use of genetically diverse populations, requirement for robust study design with appropriate statistical methods, and improvement in public databases to facilitate meta-analyses. In this Perspective, we share our response to ACD recommendations, …

Autosomal Recessive Lrp1-Related Syndrome Featuring Cardiopulmonary Dysfunction, Bone Dysmorphology, And Corneal Clouding., Paul R Mark, Stephen A. Murray, Tao Yang, Alexandra Eby, Angela Lai, Di Lu, Jacob Zieba, Surender Rajasekaran, Elizabeth A Vansickle, Linda Z Rossetti, Lucia Guidugli, Kelly Watkins, Meredith S Wright, Caleb P Bupp, Jeremy W Prokop

Faculty Research 2022

We provide the first study of two siblings with a novel autosomal recessive LRP1-related syndrome identified by rapid genome sequencing and overlapping multiple genetic models. The patients presented with respiratory distress, congenital heart defects, hypotonia, dysmorphology, and unique findings, including corneal clouding and ascites. Both siblings had compound heterozygous damaging variants, c.11420G > C (p.Cys3807Ser) and c.12407T > G (p.Val4136Gly) in

Lesion Environments Direct Transplanted Neural Progenitors Towards A Wound Repair Astroglial Phenotype In Mice., T M O'Shea, Y Ao, S Wang, A L Wollenberg, J H Kim, R A Ramos Espinoza, Anne M. Czechanski, Laura G. Reinholdt, T J Deming, M V Sofroniew

Faculty Research 2022

Neural progenitor cells (NPC) represent potential cell transplantation therapies for CNS injuries. To understand how lesion environments influence transplanted NPC fate in vivo, we derived NPC expressing a ribosomal protein-hemagglutinin tag (RiboTag) for transcriptional profiling of transplanted NPC. Here, we show that NPC grafted into uninjured mouse CNS generate cells that are transcriptionally similar to healthy astrocytes and oligodendrocyte lineages. In striking contrast, NPC transplanted into subacute CNS lesions after stroke or spinal cord injury in mice generate cells that share transcriptional, morphological and functional features with newly proliferated host astroglia that restrict inflammation and fibrosis and isolate lesions from …

Single-Cell Rna Sequencing Reveals Molecular Features Of Heterogeneity In The Murine Retinal Pigment Epithelium., Ravi S Pandey, Mark P. Krebs, Mohan Bolisetty, Jeremy R. Charette, Juergen K. Naggert, Paul Robson, Patsy M. Nishina, Gregory W. Carter

Faculty Research 2022

Transcriptomic analysis of the mammalian retinal pigment epithelium (RPE) aims to identify cellular networks that influence ocular development, maintenance, function, and disease. However, available evidence points to RPE cell heterogeneity within native tissue, which adds complexity to global transcriptomic analysis. Here, to assess cell heterogeneity, we performed single-cell RNA sequencing of RPE cells from two young adult male C57BL/6J mice. Following quality control to ensure robust transcript identification limited to cell singlets, we detected 13,858 transcripts among 2667 and 2846 RPE cells. Dimensional reduction by principal component analysis and uniform manifold approximation and projection revealed six distinct cell populations. All …

Novel App Knock-In Mouse Model Shows Key Features Of Amyloid Pathology And Reveals Profound Metabolic Dysregulation Of Microglia., Dan Xia, Steve Lianoglou, Thomas Sandmann, Meredith Calvert, Jung H Suh, Elliot Thomsen, Jason Dugas, Michelle E Pizzo, Sarah L Devos, Timothy K Earr, Chia-Ching Lin, Sonnet Davis, Connie Ha, Amy Wing-Sze Leung, Hoang Nguyen, Roni Chau, Ernie Yulyaningsih, Isabel Lopez, Hilda Solanoy, Shababa T Masoud, Chun-Chi Liang, Karin Lin, Giuseppe Astarita, Nathalie Khoury, Joy Yu Zuchero, Robert G Thorne, Kevin Shen, Stephanie Miller, Jorge J Palop, Dylan Garceau, Michael Sasner, Jennifer D Whitesell, Julie A Harris, Selina Hummel, Johannes Gnörich, Karin Wind, Lea Kunze, Artem Zatcepin, Matthias Brendel, Michael Willem, Christian Haass, Daniel Barnett, Till S Zimmer, Anna G Orr, Kimberly Scearce-Levie, Joseph W Lewcock, Gilbert Di Paolo, Pascal E Sanchez

Faculty Research 2022

BACKGROUND: Genetic mutations underlying familial Alzheimer's disease (AD) were identified decades ago, but the field is still in search of transformative therapies for patients. While mouse models based on overexpression of mutated transgenes have yielded key insights in mechanisms of disease, those models are subject to artifacts, including random genetic integration of the transgene, ectopic expression and non-physiological protein levels. The genetic engineering of novel mouse models using knock-in approaches addresses some of those limitations. With mounting evidence of the role played by microglia in AD, high-dimensional approaches to phenotype microglia in those models are critical to refine our understanding …

Identification Of Arhgef12 And Prkci As Genetic Modifiers Of Retinal Dysplasia In The Crb1rd8 Mouse Model., Sonia M Weatherly, Gayle B. Collin, Jeremy R. Charette, Lisa Stone, Nattaya Damkham, Lillian F Hyde, James G Peterson, Wanda L. Hicks, Gregory W. Carter, Juergen K. Naggert, Mark P. Krebs, Patsy M. Nishina

Faculty Research 2022

Mutations in the apicobasal polarity gene CRB1 lead to diverse retinal diseases, such as Leber congenital amaurosis, cone-rod dystrophy, retinitis pigmentosa (with and without Coats-like vasculopathy), foveal retinoschisis, macular dystrophy, and pigmented paravenous chorioretinal atrophy. Limited correlation between disease phenotypes and CRB1 alleles, and evidence that patients sharing the same alleles often present with different disease features, suggest that genetic modifiers contribute to clinical variation. Similarly, the retinal phenotype of mice bearing the Crb1 retinal degeneration 8 (rd8) allele varies with genetic background. Here, we initiated a sensitized chemical mutagenesis screen in B6.Cg-Crb1rd8/Pjn, a strain with a mild clinical presentation, …

Identifying Genetic Determinants Of Inflammatory Pain In Mice Using A Large-Scale Gene-Targeted Screen., Janine M Wotton, Emma Peterson, Ann M Flenniken, Rasneer S Bains, Surabi Veeraragavan, Lynette R Bower, Jason A. Bubier, Marc Parisien, Alexandr Bezginov, Hamed Haselimashhadi, Jeremy Mason, Michayla A Moore, Michelle E Stewart, Dave A Clary, Daniel J Delbarre, Laura C. Anderson, Abigail D'Souza, Leslie Goodwin, Mark E Harrison, Ziyue Huang, Matthew Mckay, Dawei Qu, Luis Santos, Subhiksha Srinivasan, Rachel Urban, Igor Vukobradovic, Christopher S Ward, Amelia M Willett, Robert E Braun, Steve D M Brown, Mary E Dickinson, Jason D Heaney, Vivek Kumar, K C Kent Lloyd, Ann-Marie Mallon, Colin Mckerlie, Stephen A. Murray, Lauryl M J Nutter, Helen Parkinson, John R Seavitt, Sara Wells, Rodney C Samaco, Elissa J Chesler, Damian Smedley, Luda Diatchenko, Kyle M Baumbauer, Erin E Young, Robert P Bonin, Silvia Mandillo, Jacqueline K White

Faculty Research 2022

ABSTRACT: Identifying the genetic determinants of pain is a scientific imperative given the magnitude of the global health burden that pain causes. Here, we report a genetic screen for nociception, performed under the auspices of the International Mouse Phenotyping Consortium. A biased set of 110 single-gene knockout mouse strains was screened for 1 or more nociception and hypersensitivity assays, including chemical nociception (formalin) and mechanical and thermal nociception (von Frey filaments and Hargreaves tests, respectively), with or without an inflammatory agent (complete Freund's adjuvant). We identified 13 single-gene knockout strains with altered nocifensive behavior in 1 or more assays. All …

Musmorph, A Database Of Standardized Mouse Morphology Data For Morphometric Meta-Analyses., Jay Devine, Marta Vidal-García, Wei Liu, Amanda Neves, Lucas D Lo Vercio, Rebecca M Green, Heather A Richbourg, Marta Marchini, Colton M Unger, Audrey C Nickle, Bethany Radford, Nathan M Young, Paula N Gonzalez, Robert E Schuler, Alejandro Bugacov, Campbell Rolian, Christopher J Percival, Trevor Williams, Lee Niswander, Anne L Calof, Arthur D Lander, Axel Visel, Frank R Jirik, James M Cheverud, Ophir D Klein, Ramon Y Birnbaum, Amy E Merrill, Rebecca R Ackermann, Daniel Graf, Myriam Hemberger, Wendy Dean, Nils D Forkert, Stephen A. Murray, Henrik Westerberg, Ralph S Marcucio, Benedikt Hallgrímsson

Faculty Research 2022

Complex morphological traits are the product of many genes with transient or lasting developmental effects that interact in anatomical context. Mouse models are a key resource for disentangling such effects, because they offer myriad tools for manipulating the genome in a controlled environment. Unfortunately, phenotypic data are often obtained using laboratory-specific protocols, resulting in self-contained datasets that are difficult to relate to one another for larger scale analyses. To enable meta-analyses of morphological variation, particularly in the craniofacial complex and brain, we created MusMorph, a database of standardized mouse morphology data spanning numerous genotypes and developmental stages, including E10.5, E11.5, …

Inhibition Of Mitochondrial Complex I Reverses Notch1-Driven Metabolic Reprogramming In T-Cell Acute Lymphoblastic Leukemia., Natalia Baran, Alessia Lodi, Yogesh Dhungana, Shelley Herbrich, Meghan Collins, Shannon Sweeney, Renu Pandey, Anna Skwarska, Shraddha Patel, Mathieu Tremblay, Vinitha Mary Kuruvilla, Antonio Cavazos, Mecit Kaplan, Marc O Warmoes, Diogo Troggian Veiga, Ken Furudate, Shanti Rojas-Sutterin, Andre Haman, Yves Gareau, Anne Marinier, Helen Ma, Karine Harutyunyan, May Daher, Luciana Melo Garcia, Gheath Al-Atrash, Sujan Piya, Vivian Ruvolo, Wentao Yang, Sriram Saravanan Shanmugavelandy, Ningping Feng, Jason Gay, Di Du, Jun J Yang, Fieke W Hoff, Marcin Kaminski, Katarzyna Tomczak, R Eric Davis, Daniel Herranz, Adolfo Ferrando, Elias J Jabbour, M Emilia Di Francesco, David T Teachey, Terzah M Horton, Steven Kornblau, Katayoun Rezvani, Guy Sauvageau, Mihai Gagea, Michael Andreeff, Koichi Takahashi, Joseph R Marszalek, Philip L Lorenzi, Jiyang Yu, Stefano Tiziani, Trang Hoang, Marina Konopleva

Faculty Research 2022

T-cell acute lymphoblastic leukemia (T-ALL) is commonly driven by activating mutations in NOTCH1 that facilitate glutamine oxidation. Here we identify oxidative phosphorylation (OxPhos) as a critical pathway for leukemia cell survival and demonstrate a direct relationship between NOTCH1, elevated OxPhos gene expression, and acquired chemoresistance in pre-leukemic and leukemic models. Disrupting OxPhos with IACS-010759, an inhibitor of mitochondrial complex I, causes potent growth inhibition through induction of metabolic shut-down and redox imbalance in NOTCH1-mutated and less so in NOTCH1-wt T-ALL cells. Mechanistically, inhibition of OxPhos induces a metabolic reprogramming into glutaminolysis. We show that pharmacological blockade of OxPhos combined with …

Translational Approaches To Understanding Resilience To Alzheimer's Disease., Sarah M Neuner, Maria Telpoukhovskaia, Vilas Menon, Kristen M S O'Connell, Timothy J Hohman, Catherine Kaczorowski

Faculty Research 2022

Individuals who maintain cognitive function despite high levels of Alzheimer's disease (AD)-associated pathology are said to be 'resilient' to AD. Identifying mechanisms underlying resilience represents an exciting therapeutic opportunity. Human studies have identified a number of molecular and genetic factors associated with resilience, but the complexity of these cohorts prohibits a complete understanding of which factors are causal or simply correlated with resilience. Genetically and phenotypically diverse mouse models of AD provide new and translationally relevant opportunities to identify and prioritize new resilience mechanisms for further cross-species investigation. This review will discuss insights into resilience gained from both human and …

A Bayesian Model Selection Approach To Mediation Analysis., Wesley L Crouse, Gregory R Keele, Madeleine S Gastonguay, Gary Churchill, William Valdar

Faculty Research 2022

Genetic studies often seek to establish a causal chain of events originating from genetic variation through to molecular and clinical phenotypes. When multiple phenotypes share a common genetic association, one phenotype may act as an intermediate for the genetic effects on the other. Alternatively, the phenotypes may be causally unrelated but share genetic loci. Mediation analysis represents a class of causal inference approaches used to determine which of these scenarios is most plausible. We have developed a general approach to mediation analysis based on Bayesian model selection and have implemented it in an R package, bmediatR. Bayesian model selection provides …

Genome-Wide Transcript And Protein Analysis Highlights The Role Of Protein Homeostasis In The Aging Mouse Heart., Isabela Gerdes Gyuricza, Joel M Chick, Gregory R Keele, Andrew Deighan, Steven C. Munger, Ron Korstanje, Steven P Gygi, Gary Churchill

Faculty Research 2022

Investigation of the molecular mechanisms of aging in the human heart is challenging because of confounding factors, such as diet and medications, as well as limited access to tissues from healthy aging individuals. The laboratory mouse provides an ideal model to study aging in healthy individuals in a controlled environment. However, previous mouse studies have examined only a narrow range of the genetic variation that shapes individual differences during aging. Here, we analyze transcriptome and proteome data from 185 genetically diverse male and female mice at ages 6, 12, and 18 mo to characterize molecular changes that occur in the …

Harmonizing Model Organism Data In The Alliance Of Genome Resources., Alliance Of Genome Resources Consortium, Anna V. Anagnostopoulos, Susan M. Bello, Judith A. Blake, Olin Blodgett, Carol J. Bult, Karen R. Christie, Mary E. Dolan, Paul Hale, James A. Kadin, Monica S. Mcandrews, Howie Motenko, David R. Shaw, Constance M. Smith, Cynthia L. Smith, Monika Tomczuk, Laurens G. Wilming

Faculty Research 2022

The Alliance of Genome Resources (the Alliance) is a combined effort of 7 knowledgebase projects: Saccharomyces Genome Database, WormBase, FlyBase, Mouse Genome Database, the Zebrafish Information Network, Rat Genome Database, and the Gene Ontology Resource. The Alliance seeks to provide several benefits: better service to the various communities served by these projects; a harmonized view of data for all biomedical researchers, bioinformaticians, clinicians, and students; and a more sustainable infrastructure. The Alliance has harmonized cross-organism data to provide useful comparative views of gene function, gene expression, and human disease relevance. The basis of the comparative views is shared calls of …

Prediction Performance Of Linear Models And Gradient Boosting Machine On Complex Phenotypes In Outbred Mice., Bruno C Perez, Marco C A M Bink, Karen L. Svenson, Gary Churchill, Mario P L Calus

Faculty Research 2022

We compared the performance of linear (GBLUP, BayesB, and elastic net) methods to a nonparametric tree-based ensemble (gradient boosting machine) method for genomic prediction of complex traits in mice. The dataset used contained genotypes for 50,112 SNP markers and phenotypes for 835 animals from 6 generations. Traits analyzed were bone mineral density, body weight at 10, 15, and 20 weeks, fat percentage, circulating cholesterol, glucose, insulin, triglycerides, and urine creatinine. The youngest generation was used as a validation subset, and predictions were based on all older generations. Model performance was evaluated by comparing predictions for animals in the validation subset …

Auriculocondylar Syndrome 2 Results From The Dominant-Negative Action Of Plcb4 Variants., Stanley M Kanai, Caleb Heffner, Timothy C Cox, Michael L Cunningham, Francisco A Perez, Aaron M Bauer, Philip Reigan, Cristan Carter, Stephen A. Murray, David E Clouthier

Faculty Research 2022

Auriculocondylar syndrome 2 (ARCND2) is a rare autosomal dominant craniofacial malformation syndrome linked to multiple genetic variants in the coding sequence of phospholipase C β4 (PLCB4). PLCB4 is a direct signaling effector of the endothelin receptor type A (EDNRA)-Gq/11 pathway, which establishes the identity of neural crest cells (NCCs) that form lower jaw and middle ear structures. However, the functional consequences of PLCB4 variants on EDNRA signaling is not known. Here, we show, using multiple signaling reporter assays, that known PLCB4 variants resulting from missense mutations exert a dominant-negative interference over EDNRA signaling. In addition, using CRISPR/Cas9, we find that …