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Reynolds KA, Rosa-Molinar E, Ward RE, Zhang H, Urbanowicz BR, Settles AM. Accelerating biological insight for understudied genes. Integr Comp Biol 2021; 61:2233-2243. [PMID: 33970251 DOI: 10.1093/icb/icab029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The rapid expansion of genome sequence data is increasing the discovery of protein-coding genes across all domains of life. Annotating these genes with reliable functional information is necessary to understand evolution, to define the full biochemical space accessed by nature, and to identify target genes for biotechnology improvements. The vast majority of proteins are annotated based on sequence conservation with no specific biological, biochemical, genetic, or cellular function identified. Recent technical advances throughout the biological sciences enable experimental research on these understudied protein-coding genes in a broader collection of species. However, scientists have incentives and biases to continue focusing on well documented genes within their preferred model organism. This perspective suggests a research model that seeks to break historic silos of research bias by enabling interdisciplinary teams to accelerate biological functional annotation. We propose an initiative to develop coordinated projects of collaborating evolutionary biologists, cell biologists, geneticists, and biochemists that will focus on subsets of target genes in multiple model organisms. Concurrent analysis in multiple organisms takes advantage of evolutionary divergence and selection, which causes individual species to be better suited as experimental models for specific genes. Most importantly, multisystem approaches would encourage transdisciplinary critical thinking and hypothesis testing that is inherently slow in current biological research.
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Affiliation(s)
- Kimberly A Reynolds
- The Green Center for Systems Biology and the Department of Biophysics, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Eduardo Rosa-Molinar
- Department of Pharmacology & Toxicology, The University of Kansas, Lawrence, KS 66047, USA
| | - Robert E Ward
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Hongbin Zhang
- Department of Soil and Crop Sciences, Texas A&M University, College Station, TX 77843, USA
| | - Breeanna R Urbanowicz
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia 30602, USA
| | - A Mark Settles
- Bioengineering Branch, NASA Ames Research Center, Moffett Field, CA USA
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2
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Salanga CM, Salanga MC. Genotype to Phenotype: CRISPR Gene Editing Reveals Genetic Compensation as a Mechanism for Phenotypic Disjunction of Morphants and Mutants. Int J Mol Sci 2021; 22:ijms22073472. [PMID: 33801686 PMCID: PMC8036752 DOI: 10.3390/ijms22073472] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/24/2021] [Accepted: 03/24/2021] [Indexed: 12/25/2022] Open
Abstract
Forward genetic screens have shown the consequences of deleterious mutations; however, they are best suited for model organisms with fast reproductive rates and large broods. Furthermore, investigators must faithfully identify changes in phenotype, even if subtle, to realize the full benefit of the screen. Reverse genetic approaches also probe genotype to phenotype relationships, except that the genetic targets are predefined. Until recently, reverse genetic approaches relied on non-genomic gene silencing or the relatively inefficient, homology-dependent gene targeting for loss-of-function generation. Fortunately, the flexibility and simplicity of the clustered regularly interspaced short palindromic repeats (CRISPR)/Cas system has revolutionized reverse genetics, allowing for the precise mutagenesis of virtually any gene in any organism at will. The successful integration of insertions/deletions (INDELs) and nonsense mutations that would, at face value, produce the expected loss-of-function phenotype, have been shown to have little to no effect, even if other methods of gene silencing demonstrate robust loss-of-function consequences. The disjunction between outcomes has raised important questions about our understanding of genotype to phenotype and highlights the capacity for compensation in the central dogma. This review describes recent studies in which genomic compensation appears to be at play, discusses the possible compensation mechanisms, and considers elements important for robust gene loss-of-function studies.
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Affiliation(s)
- Cristy M. Salanga
- Office of the Vice President for Research, Northern Arizona University, Flagstaff, AZ 86011, USA;
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ 86011, USA
| | - Matthew C. Salanga
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ 86011, USA
- Correspondence:
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Scavizzi F, Ryder E, Newman S, Raspa M, Gleeson D, Wardle-Jones H, Montoliu L, Fernandez A, Dessain ML, Larrigaldie V, Khorshidi Z, Vuolteenaho R, Soininen R, André P, Jacquot S, Hong Y, de Angelis MH, Ramirez-Solis R, Doe B. Blastocyst genotyping for quality control of mouse mutant archives: an ethical and economical approach. Transgenic Res 2015; 24:921-7. [PMID: 26178246 PMCID: PMC4569667 DOI: 10.1007/s11248-015-9897-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 07/09/2015] [Indexed: 01/22/2023]
Abstract
With the advent of modern developmental biology and molecular genetics, the scientific community has generated thousands of newly genetically altered strains of laboratory mice with the aim of elucidating gene function. To this end, a large group of Institutions which form the International Mouse Phenotyping Consortium is generating and phenotyping a knockout mouse strain for each of the ~20,000 protein-coding genes using the mutant ES cell resource produced by the International Knockout Mouse Consortium. These strains are made available to the research community via public repositories, mostly as cryopreserved sperm or embryos. To ensure the quality of this frozen resource there is a requirement that for each strain the frozen sperm/embryos are proven able to produce viable mutant progeny, before the live animal resource is removed from cages. Given the current requirement to generate live pups to demonstrate their mutant genotype, this quality control check necessitates the use and generation of many animals and requires considerable time, cage space, technical and economic resources. Here, we describe a simple and efficient method of genotyping pre-implantation stage blastocysts with significant ethical and economic advantages especially beneficial for current and future large-scale mouse mutagenesis projects.
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Affiliation(s)
- Ferdinando Scavizzi
- Consiglio Nazionale delle Ricerche (IBCN), CNR-Campus International Development (EMMA-INFRAFRONTIER- IMPC), A. Buzzati-Traverso Campus, Via E. Ramarini 32, 00015, Monterotondo Scalo, Roma, Italy
| | - Edward Ryder
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK
| | - Stuart Newman
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK
| | - Marcello Raspa
- Consiglio Nazionale delle Ricerche (IBCN), CNR-Campus International Development (EMMA-INFRAFRONTIER- IMPC), A. Buzzati-Traverso Campus, Via E. Ramarini 32, 00015, Monterotondo Scalo, Roma, Italy
| | - Diane Gleeson
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK
| | | | - Lluis Montoliu
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC), Campus de Cantoblanco, Darwin 3, 28049, Madrid, Spain
- CIBERER, ISCIII, Madrid, Spain
| | - Almudena Fernandez
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC), Campus de Cantoblanco, Darwin 3, 28049, Madrid, Spain
- CIBERER, ISCIII, Madrid, Spain
| | - Marie-Laure Dessain
- CNRS, TAAM-CDTA UPS44, 3B rue de la Férollerie, CS 20057 45071, Orléans Cedex 2, France
| | - Vanessa Larrigaldie
- CNRS, TAAM-CDTA UPS44, 3B rue de la Férollerie, CS 20057 45071, Orléans Cedex 2, France
| | - Zuzana Khorshidi
- Karolinska Center for Transgene Technologies, Comparative Medicine, Karolinska Institutet, von Eulers väg 4a, 171 77, Stockholm, Sweden
| | | | - Raija Soininen
- Biocenter Oulu, University of Oulu, Aapistie 5 A, 90220, Oulu, Finland
| | - Philippe André
- ICS France Institut Clinique de la Souris, PHENOMIN, ICS-MCI, CNRS, INSERM, Université de Strasbourg, 1 rue Laurent Fries, 67404, Illkirch, France
| | - Sylvie Jacquot
- ICS France Institut Clinique de la Souris, PHENOMIN, ICS-MCI, CNRS, INSERM, Université de Strasbourg, 1 rue Laurent Fries, 67404, Illkirch, France
| | - Yi Hong
- Institute of Experimental Genetics, Helmholtz Zentrum München-German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Martin Hrabe de Angelis
- Institute of Experimental Genetics, Helmholtz Zentrum München-German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | | | - Brendan Doe
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK.
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Brommage R, Liu J, Hansen GM, Kirkpatrick LL, Potter DG, Sands AT, Zambrowicz B, Powell DR, Vogel P. High-throughput screening of mouse gene knockouts identifies established and novel skeletal phenotypes. Bone Res 2014; 2:14034. [PMID: 26273529 PMCID: PMC4472125 DOI: 10.1038/boneres.2014.34] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 07/29/2014] [Accepted: 07/31/2014] [Indexed: 12/13/2022] Open
Abstract
Screening gene function in vivo is a powerful approach to discover novel drug targets. We present high-throughput screening (HTS) data for 3 762 distinct global gene knockout (KO) mouse lines with viable adult homozygous mice generated using either gene-trap or homologous recombination technologies. Bone mass was determined from DEXA scans of male and female mice at 14 weeks of age and by microCT analyses of bones from male mice at 16 weeks of age. Wild-type (WT) cagemates/littermates were examined for each gene KO. Lethality was observed in an additional 850 KO lines. Since primary HTS are susceptible to false positive findings, additional cohorts of mice from KO lines with intriguing HTS bone data were examined. Aging, ovariectomy, histomorphometry and bone strength studies were performed and possible non-skeletal phenotypes were explored. Together, these screens identified multiple genes affecting bone mass: 23 previously reported genes (Calcr, Cebpb, Crtap, Dcstamp, Dkk1, Duoxa2, Enpp1, Fgf23, Kiss1/Kiss1r, Kl (Klotho), Lrp5, Mstn, Neo1, Npr2, Ostm1, Postn, Sfrp4, Slc30a5, Slc39a13, Sost, Sumf1, Src, Wnt10b), five novel genes extensively characterized (Cldn18, Fam20c, Lrrk1, Sgpl1, Wnt16), five novel genes with preliminary characterization (Agpat2, Rassf5, Slc10a7, Slc26a7, Slc30a10) and three novel undisclosed genes coding for potential osteoporosis drug targets.
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Affiliation(s)
| | - Jeff Liu
- Lexicon Pharmaceuticals , The Woodlands, TX, USA
| | | | | | | | | | | | | | - Peter Vogel
- Lexicon Pharmaceuticals , The Woodlands, TX, USA
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Kashuba CM, Benson JD, Critser JK. Rationally optimized cryopreservation of multiple mouse embryonic stem cell lines: I--Comparative fundamental cryobiology of multiple mouse embryonic stem cell lines and the implications for embryonic stem cell cryopreservation protocols. Cryobiology 2013; 68:166-75. [PMID: 24384367 DOI: 10.1016/j.cryobiol.2013.12.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2012] [Revised: 12/19/2013] [Accepted: 12/19/2013] [Indexed: 10/25/2022]
Abstract
The post-thaw recovery of mouse embryonic stem cells (mESCs) is often assumed to be adequate with current methods. However as this publication will show, this recovery of viable cells actually varies significantly by genetic background. Therefore there is a need to improve the efficiency and reduce the variability of current mESC cryopreservation methods. To address this need, we employed the principles of fundamental cryobiology to improve the cryopreservation protocol of four mESC lines from different genetic backgrounds (BALB/c, CBA, FVB, and 129R1 mESCs) through a comparative study characterizing the membrane permeability characteristics and membrane integrity osmotic tolerance limits of each cell line. In the companion paper, these values were used to predict optimal cryoprotectants, cooling rates, warming rates, and plunge temperatures, and then these predicted optimal protocols were validated against standard freezing protocols.
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Affiliation(s)
- Corinna M Kashuba
- Department of Biological Sciences, Northern Illinois University, DeKalb, IL 60115, USA.
| | - James D Benson
- Department of Mathematical Sciences, Northern Illinois University, DeKalb, IL 60115, USA
| | - John K Critser
- University of Missouri Comparative Medicine Center, 4011 Discovery Drive, Columbia, MO 65201, USA
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High-fat feeding rapidly induces obesity and lipid derangements in C57BL/6N mice. Mamm Genome 2013; 24:240-51. [PMID: 23712496 PMCID: PMC3685703 DOI: 10.1007/s00335-013-9456-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Accepted: 04/11/2013] [Indexed: 02/07/2023]
Abstract
C57BL/6N (B6N) is becoming the standard background for genetic manipulation of the mouse genome. The B6N, whose genome is very closely related to the reference C57BL/6J genome, is versatile in a wide range of phenotyping and experimental settings and large repositories of B6N ES cells have been developed. Here, we present a series of studies showing the baseline characteristics of B6N fed a high-fat diet (HFD) for up to 12 weeks. We show that HFD-fed B6N mice show increased weight gain, fat mass, and hypercholesterolemia compared to control diet-fed mice. In addition, HFD-fed B6N mice display a rapid onset of lipid accumulation in the liver with both macro- and microvacuolation, which became more severe with increasing duration of HFD. Our results suggest that the B6N mouse strain is a versatile background for studying diet-induced metabolic syndrome and may also represent a model for early nonalcoholic fatty liver disease.
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