1
|
Ramani T, Wange RL, Manetz TS, Kruzich PJ, Laffan SB, Compton DR. Weight of Evidence: Is an Animal Study Warranted? Assessments for Carcinogenicity, Drug Abuse Liability, and Pediatric Safety. Int J Toxicol 2024; 43:435-455. [PMID: 39031995 DOI: 10.1177/10915818241259794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2024]
Abstract
Nonclinical safety studies are typically conducted to establish a toxicity profile of a new pharmaceutical in clinical development. Such a profile may encompass multiple differing types of animal studies, or not! Some types of animal studies may not be warranted for a specific program or may only require a limited evaluation if scientifically justified. The goal of this course was to provide a practical perspective on regulatory writing of a dossier(s) using the weight of evidence (WOE) approach for carcinogenicity, drug abuse liability and pediatric safety assessments. These assessments are typically done after some clinical data are available and are highly bespoke to the pharmaceutical being developed. This manuscript will discuss key data elements to consider and strategy options with some case studies and examples. Additionally, US FDA experience with dossier(s) including WOE arguments is discussed.
Collapse
Affiliation(s)
- Thulasi Ramani
- Pre-Clinical Development, PTC Therapeutics, Warren, NJ, USA
| | - Ronald L Wange
- US Food and Drug Administration, Center for Drug Evaluation and Research, Silver Spring, MD, USA
| | - T Scott Manetz
- Clinical Pharmacology & Safety Sciences, Respiratory & Immunology, Neuroscience, Vaccines & Immune Therapies Safety, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD, USA
| | - Paul J Kruzich
- Pre-Clinical Development, PTC Therapeutics, Warren, NJ, USA
| | - Susan B Laffan
- Translational Safety & Bioanalytical Sciences, Amgen, Thousand Oaks, CA, USA
| | | |
Collapse
|
2
|
Akalu YT, Mercau ME, Ansems M, Hughes LD, Nevin J, Alberto EJ, Liu XN, He LZ, Alvarado D, Keler T, Kong Y, Philbrick WM, Bosenberg M, Finnemann SC, Iavarone A, Lasorella A, Rothlin CV, Ghosh S. Tissue-specific modifier alleles determine Mertk loss-of-function traits. eLife 2022; 11:80530. [PMID: 35969037 PMCID: PMC9433089 DOI: 10.7554/elife.80530] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/13/2022] [Indexed: 11/19/2022] Open
Abstract
Knockout (KO) mouse models play critical roles in elucidating biological processes behind disease-associated or disease-resistant traits. As a presumed consequence of gene KO, mice display certain phenotypes. Based on insight into the molecular role of said gene in a biological process, it is inferred that the particular biological process causally underlies the trait. This approach has been crucial towards understanding the basis of pathological and/or advantageous traits associated with Mertk KO mice. Mertk KO mice suffer from severe, early-onset retinal degeneration. MERTK, expressed in retinal pigment epithelia, is a receptor tyrosine kinase with a critical role in phagocytosis of apoptotic cells or cellular debris. Therefore, early-onset, severe retinal degeneration was described to be a direct consequence of failed MERTK-mediated phagocytosis of photoreceptor outer segments by retinal pigment epithelia. Here, we report that the loss of Mertk alone is not sufficient for retinal degeneration. The widely used Mertk KO mouse carries multiple coincidental changes in its genome that affect the expression of a number of genes, including the Mertk paralog Tyro3. Retinal degeneration manifests only when the function of Tyro3 is concomitantly lost. Furthermore, Mertk KO mice display improved anti-tumor immunity. MERTK is expressed in macrophages. Therefore, enhanced anti-tumor immunity was inferred to result from the failure of macrophages to dispose of cancer cell corpses, resulting in a pro-inflammatory tumor microenvironment. The resistance against two syngeneic mouse tumor models observed in Mertk KO mice is not, however, phenocopied by the loss of Mertk alone. Neither Tyro3 nor macrophage phagocytosis by alternate genetic redundancy accounts for the absence of anti-tumor immunity. Collectively, our results indicate that context-dependent epistasis of independent modifier alleles determines Mertk KO traits.
Collapse
Affiliation(s)
- Yemsratch T Akalu
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Maria E Mercau
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Marleen Ansems
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Lindsey D Hughes
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - James Nevin
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Emily J Alberto
- Department of Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Xinran N Liu
- Department of Cell Biology, Center for Cellular and Molecular Imaging, Yale School of MedicineNew HavenUnited States
| | - Li-Zhen He
- Celldex TherapeuticsNew HavenUnited States
| | | | | | - Yong Kong
- Department of Molecular Biophysics and Biochemistry, W. M. Keck Foundation Biotechnology Resource Laboratory, School of Medicine, Yale UniversityNew HavenUnited States
| | - William M Philbrick
- Center on Endocrinology and Metabolism, Yale Genome Editing Center, School of Medicine, Yale UniversityNew HavenUnited States
| | - Marcus Bosenberg
- Departments of Dermatology, Pathology and Immunobiology, Yale School of MedicineNew HavenUnited States
| | - Silvia C Finnemann
- Center for Cancer, Genetic Diseases and Gene Regulation, Department of Biological Sciences, Fordham UniversityBronxUnited States
| | - Antonio Iavarone
- Departments of Neurology and Pathology and Cell Biology, Institute for Cancer Genetics, Columbia Medical CenterNew YorkUnited States
| | - Anna Lasorella
- Departments of Pediatrics and Pathology and Cell Biology, Institute for Cancer Genetics, Columbia UniversityNew YorkUnited States
| | - Carla V Rothlin
- Departments of Immunobiology and Pharmacology, Yale School of MedicineNew HavenUnited States
| | - Sourav Ghosh
- Departments of Neurology and Pharmacology, Yale School of MedicineNew HavenUnited States
| |
Collapse
|
3
|
Suzuki J, Inada H, Han C, Kim MJ, Kimura R, Takata Y, Honkura Y, Owada Y, Kawase T, Katori Y, Someya S, Osumi N. "Passenger gene" problem in transgenic C57BL/6 mice used in hearing research. Neurosci Res 2019; 158:6-15. [PMID: 31622631 DOI: 10.1016/j.neures.2019.10.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 09/24/2019] [Accepted: 10/08/2019] [Indexed: 12/21/2022]
Abstract
Despite recent advances in genome engineering technologies, traditional transgenic mice generated on a mixed genetic background of C57BL/6 and 129/Sv mice remain widely used in age-related hearing loss (AHL) research, since C57BL/6 mice exhibit early onset and progression of AHL due to a mutation in cadherin 23-encoding gene (Cdh23753G>A). In these transgenic mice, backcrossing for more than 10 generations results in replacement of the donor background (129/Sv) with that of the recipient (C57BL/6), so that approximately 99.9% of genes are C57BL/6-derived and are considered congenic. However, the regions flanking the target gene may still be of 129/Sv origin, creating a so-called "passenger gene problem" where the normal 129/Sv-derived Cdh23753G allele can travel with the target gene. In this study, we investigated the role of fatty acid-binding protein 7 (Fabp7), which is important for cellular uptake and intracellular trafficking of fatty acids in the cochlea, using traditional Fabp7 knockout (KO) mice on the C57BL/6 background. We found that Fabp7 KO mice showed delayed AHL progression and milder cochlear degeneration. However, the genotype of the Cdh23 region flanking Fabp7 was still that of 129/Sv origin (Cdh23753GG). Our findings reveal the potential risk of contamination for traditional transgenic mice generated on the C57BL/6 background.
Collapse
Affiliation(s)
- Jun Suzuki
- Department of Otolaryngology-Head and Neck Surgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8574, Japan; Department of Developmental Neuroscience, Centers for Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan.
| | - Hitoshi Inada
- Department of Developmental Neuroscience, Centers for Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan
| | - Chul Han
- Departments of Aging and Geriatric Research, University of Florida, Gainesville, FA 32610-0143, USA; Barrow Aneurysm & AVM Research Center, Barrow Neurological Institute, Phoenix, AZ 85013, USA
| | - Mi-Jung Kim
- Departments of Aging and Geriatric Research, University of Florida, Gainesville, FA 32610-0143, USA
| | - Ryuichi Kimura
- Department of Developmental Neuroscience, Centers for Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan
| | - Yusuke Takata
- Department of Otolaryngology, Tokyo Women's Medical University Medical Center East, Arakawa, Tokyo 116-8567, Japan
| | - Yohei Honkura
- Department of Otolaryngology-Head and Neck Surgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8574, Japan
| | - Yuji Owada
- Department of Organ Anatomy, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan
| | - Tetsuaki Kawase
- Department of Otolaryngology-Head and Neck Surgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8574, Japan; Laboratory of Rehabilitative Auditory Science, Tohoku University Graduate School of Biomedical Engineering, Sendai, Miyagi 980-8574, Japan
| | - Yukio Katori
- Department of Otolaryngology-Head and Neck Surgery, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8574, Japan
| | - Shinichi Someya
- Departments of Aging and Geriatric Research, University of Florida, Gainesville, FA 32610-0143, USA
| | - Noriko Osumi
- Department of Developmental Neuroscience, Centers for Neuroscience, Tohoku University Graduate School of Medicine, Sendai, Miyagi 980-8575, Japan
| |
Collapse
|
4
|
Effect of expression alteration in flanking genes on phenotypes of St8sia2-deficient mice. Sci Rep 2019; 9:13634. [PMID: 31541165 PMCID: PMC6754417 DOI: 10.1038/s41598-019-50006-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 08/28/2019] [Indexed: 12/31/2022] Open
Abstract
ST8 alpha-N-acetyl-neuraminide alpha-2,8-sialyltransferase 2 (ST8SIA2) synthesizes polysialic acid (PSA), which is essential for brain development. Although previous studies reported that St8sia2-deficient mice that have a mixed 129 and C57BL/6 (B6) genetic background showed mild and variable phenotypes, the reasons for this remain unknown. We hypothesized that this phenotypic difference is caused by diversity in the expression or function of flanking genes of St8sia2. A genomic polymorphism and gene expression analysis in the flanking region revealed reduced expression of insulin-like growth factor 1 receptor (Igf1r) on the B6 background than on that of the 129 strain. This observation, along with the finding that administration of an IGF1R agonist during pregnancy increased litter size, suggests that the decreased expression of Igf1r associated with ST8SIA2 deficiency caused lethality. This study demonstrates the importance of gene expression level in the flanking regions of a targeted null allele having an effect on phenotype.
Collapse
|
5
|
Hiroi N, Yamauchi T. Modeling and Predicting Developmental Trajectories of Neuropsychiatric Dimensions Associated With Copy Number Variations. Int J Neuropsychopharmacol 2019; 22:488-500. [PMID: 31135887 PMCID: PMC6672556 DOI: 10.1093/ijnp/pyz026] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/20/2019] [Accepted: 05/24/2019] [Indexed: 01/23/2023] Open
Abstract
Copy number variants, such as duplications and hemizygous deletions at chromosomal loci of up to a few million base pairs, are highly associated with psychiatric disorders. Hemizygous deletions at human chromosome 22q11.2 were found to be associated with elevated instances of schizophrenia and autism spectrum disorder in 1992 and 2002, respectively. Following these discoveries, many mouse models have been developed and tested to analyze the effects of gene dose alterations in small chromosomal segments and single genes of 22q11.2. Despite several limitations to modeling mental illness in mice, mouse models have identified several genes on 22q11.2-Tbx1, Dgcr8, Comt, Sept5, and Prodh-that contribute to dimensions of autism spectrum disorder and schizophrenia, including working memory, social communication and interaction, and sensorimotor gating. Mouse studies have identified that heterozygous deletion of Tbx1 results in defective social communication during the neonatal period and social interaction deficits during adolescence/adulthood. Overexpression of Tbx1 or Comt in adult neural progenitor cells in the hippocampus delays the developmental maturation of working memory capacity. Collectively, mouse models of variants of these 4 genes have revealed several potential neuronal mechanisms underlying various aspects of psychiatric disorders, including adult neurogenesis, microRNA processing, catecholamine metabolism, and synaptic transmission. The validity of the mouse data would be ultimately tested when therapies or drugs based on such potential mechanisms are applied to humans.
Collapse
Affiliation(s)
- Noboru Hiroi
- Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
- Department of Genetics, Albert Einstein College of Medicine, Bronx, New York
| | - Takahira Yamauchi
- Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, New York
| |
Collapse
|
6
|
Kumar VJ, Grissom NM, McKee SE, Schoch H, Bowman N, Havekes R, Kumar M, Pickup S, Poptani H, Reyes TM, Hawrylycz M, Abel T, Nickl-Jockschat T. Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion. Transl Psychiatry 2018; 8:109. [PMID: 29844452 PMCID: PMC5974415 DOI: 10.1038/s41398-018-0157-z] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 04/02/2018] [Accepted: 04/10/2018] [Indexed: 02/02/2023] Open
Abstract
Neurodevelopmental disorders, such as ASD and ADHD, affect males about three to four times more often than females. 16p11.2 hemideletion is a copy number variation that is highly associated with neurodevelopmental disorders. Previous work from our lab has shown that a mouse model of 16p11.2 hemideletion (del/+) exhibits male-specific behavioral phenotypes. We, therefore, aimed to investigate with magnetic resonance imaging (MRI), whether del/+ animals also exhibited a sex-specific neuroanatomical endophenotype. Using the Allen Mouse Brain Atlas, we analyzed the expression patterns of the 27 genes within the 16p11.2 region to identify which gene expression patterns spatially overlapped with brain structural changes. MRI was performed ex vivo and the resulting images were analyzed using Voxel-based morphometry for T1-weighted sequences and tract-based spatial statistics for diffusion-weighted images. In a subsequent step, all available in situ hybridization (ISH) maps of the genes involved in the 16p11.2 hemideletion were aligned to Waxholm space and clusters obtained by sex-specific group comparisons were analyzed to determine which gene(s) showed the highest expression in these regions. We found pronounced sex-specific changes in male animals with increased fractional anisotropy in medial fiber tracts, especially in those proximate to the striatum. Moreover, we were able to identify gene expression patterns spatially overlapping with male-specific structural changes that were associated with neurite outgrowth and the MAPK pathway. Of note, previous molecular studies have found convergent changes that point to a sex-specific dysregulation of MAPK signaling. This convergent evidence supports the idea that ISH maps can be used to meaningfully analyze imaging data sets.
Collapse
Affiliation(s)
- Vinod Jangir Kumar
- Department of Psychiatry, Psychotherapy and Psychosomatics, RWTH Aachen University, Aachen, Germany
- Juelich-Aachen Research Alliance Brain, Juelich/Aachen, Germany
- Max Planck Institute for Biological Cybernetics, Tubingen, Germany
| | - Nicola M Grissom
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Sarah E McKee
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
| | - Hannah Schoch
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Nicole Bowman
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | - Robbert Havekes
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Manoj Kumar
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephen Pickup
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Harish Poptani
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
- Centre for Preclinical Imaging, University of Liverpool, Liverpool, UK
| | - Teresa M Reyes
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychiatry and Behavioral Neurosciences, University of Cincinnati, Cincinnati, OH, USA
| | | | - Ted Abel
- Iowa Neuroscience Institute, Carver College of Medicine, University of Iowa, Iowa, IA, USA
| | - Thomas Nickl-Jockschat
- Department of Psychiatry, Psychotherapy and Psychosomatics, RWTH Aachen University, Aachen, Germany.
- Juelich-Aachen Research Alliance Brain, Juelich/Aachen, Germany.
- Iowa Neuroscience Institute, Carver College of Medicine, University of Iowa, Iowa, IA, USA.
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA, USA.
| |
Collapse
|
7
|
Reilly KM. The Effects of Genetic Background of Mouse Models of Cancer: Friend or Foe? Cold Spring Harb Protoc 2016; 2016:pdb.top076273. [PMID: 26933251 DOI: 10.1101/pdb.top076273] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Over the past century, mice have been selectively bred to give rise to the strains used in biomedical research today. Mouse models of cancer allow researchers to control variables of diet, environment, and genetic heterogeneity to better dissect the role of these factors in cancer in humans. Because of the important role of genetic background in cancer, the strain of the mouse can introduce confounding results in studies of mouse models if not properly controlled. Conversely, genetic variation between strains can also provide important new insights into cancer mechanisms. Here, the sources of genetic heterogeneity in mouse models are reviewed, with an explanation of how heterogeneity modifies cancer phenotypes.
Collapse
Affiliation(s)
- Karlyne M Reilly
- Mouse Cancer Genetics Program, National Cancer Institute, Frederick, Maryland 21702
| |
Collapse
|
8
|
Reilly KM. Controlling Genetic Background in Crosses of Mouse Models of Cancer. Cold Spring Harb Protoc 2016; 2016:pdb.prot079160. [PMID: 26933241 DOI: 10.1101/pdb.prot079160] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The design of a mouse cross can affect the distribution of variation in the control and experimental groups. Often, the goal of a study involving mouse cancer models is to determine the effect of a gene or intervention of interest in different mouse groups without the confounding effects of strain background differences. The appropriate procedure for controlling genetic background will depend on the mouse model employed; two examples are provided here. The first example describes a simple model in which a single-mutant allele is followed in crosses on an inbred strain background. The second example describes a more complex cross in which the model is homozygous for a floxed allele of the gene of interest and carries a tissue-specific Cre transgene.
Collapse
Affiliation(s)
- Karlyne M Reilly
- Mouse Cancer Genetics Program, National Cancer Institute, Frederick, Maryland 21702
| |
Collapse
|
9
|
Bouwknecht JA. Behavioral studies on anxiety and depression in a drug discovery environment: keys to a successful future. Eur J Pharmacol 2014; 753:158-76. [PMID: 25460021 DOI: 10.1016/j.ejphar.2014.09.051] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 08/25/2014] [Accepted: 09/11/2014] [Indexed: 11/18/2022]
Abstract
The review describes a personal journey through 25 years of animal research with a focus on the contribution of rodent models for anxiety and depression to the development of new medicines in a drug discovery environment. Several classic acute models for mood disorders are briefly described as well as chronic stress and disease-induction models. The paper highlights a variety of factors that influence the quality and consistency of behavioral data in a laboratory setting. The importance of meta-analysis techniques for study validation (tolerance interval) and assay sensitivity (Monte Carlo modeling) are demonstrated by examples that use historic data. It is essential for successful discovery of new potential drugs to maintain a high level of control in animal research and to bridge knowledge across in silico modeling, and in vitro and in vivo assays. Today, drug discovery is a highly dynamic environment in search of new types of treatments and new animal models which should be guided by enhanced two-way translation between bench and bed. Although productivity has been disappointing in the search of new and better medicines in psychiatry over the past decades, there has been and will always be an important role for in vivo models in-between preclinical discovery and clinical development. The right balance between good science and proper judgment versus a decent level of innovation, assay development and two-way translation will open the doors to a very bright future.
Collapse
|
10
|
Tsapakis EM, Fernandes C, Moran-Gates T, Basu A, Sugden K, Aitchison KJ, Tarazi FI. Effects of antidepressant drug exposure on gene expression in the developing cerebral cortex. Synapse 2014; 68:209-20. [PMID: 24458505 DOI: 10.1002/syn.21732] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2013] [Revised: 12/27/2013] [Accepted: 01/09/2014] [Indexed: 12/11/2022]
Abstract
To clarify the basis of limited responses in children and adolescents to antidepressant treatments considered standard in the treatment of adult major depressive disorder, juvenile Sprague-Dawley rats were subjected to 21-day treatment with dissimilar antidepressant drugs fluoxetine, imipramine, or vehicle control. Total RNA was extracted from brain frontal cortices and hybridized to the Affymetrix 230.2 chip. A total of 18 microarrays were analyzed (i.e., six biological replicates in three treatment groups). Transcripts identified were validated using Taqman real-time quantitative PCR methodology, and the relative expression of each gene was also determined. In both the imipramine- and fluoxetine-treated animals, expression of six genes was down-regulated (ANOVA-filtered gene expression data using dChip [version 2005]): Gpd1; Lrrn3; Sult1A1; Angptl4; Mt1a; Unknown. Furthermore, four genes were over-expressed: P4Ha1; RDG1311476; Rgc32; and SLC25A18-like by both imipramine and fluoxetine. These data demonstrate that antidepressant drugs interfere with the expression of genes involved in cell signaling, survival, and protein metabolism. Our results show that antidepressants regulate the induction of highly specific transcriptional programs in the developing frontal cortex. These findings provide novel insights into the long-term molecular actions of antidepressant drugs in the developing brain.
Collapse
Affiliation(s)
- Evangelia M Tsapakis
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, United Kingdom; Department of Psychiatry and Neuroscience Program, Harvard Medical School and McLean Hospital, Boston, Massachusetts
| | | | | | | | | | | | | |
Collapse
|
11
|
Almodovar AJO, Luther RJ, Stonebrook CL, Wood PA. Genomic structure and genetic drift in C57BL/6 congenic metabolic mutant mice. Mol Genet Metab 2013; 110:396-400. [PMID: 23867526 DOI: 10.1016/j.ymgme.2013.06.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Revised: 06/19/2013] [Accepted: 06/19/2013] [Indexed: 10/26/2022]
Abstract
We used a genome-wide single nucleotide polymorphism (SNP) approach to characterize the genomic structures of four representative C57BL/6 (B6) congenic mutant mouse lines to include the A) long-chain acyl-CoA dehydrogenase (Acadl), B) melanocortin 3 receptor (Mc3r), C) endothelial nitric oxide synthase (Nos3), and D) a replacement of mouse apolipoprotein E (Apoe) by human apolipoprotein E-2 (APOE2). We wanted to evaluate the size and flanking genes of the 129 strain origin mutant allele intervals on the B6 background. Additionally, we wanted to evaluate genetic drift among not only the four mutant lines and their respective B6 origin substrains, but also the drift between two commonly used B6 lines obtained from Jackson Laboratory and Taconic. Overall, we found a range of 129 origin interval sizes in the congenic mutant lines analyzed that ranged from a ~2.8 kb human sequence for APOE2 embedded in a 129S6 interval to the largest being a ~16 Mb fragment containing the targeted Nos3 (eNos) gene. Given the range of 129 strain interval sizes, we found 129 strain flanking genes via annotation in genome data bases ranging from one gene both upstream and downstream of the APOE2 allele to seven genes-upstream and five genes-downstream at the Nos3 locus. Furthermore, we found fourteen SNP differences between the Jackson Laboratory and Taconic B6 mice. These genetic differences were associated with marked adiposity differences between the two B6 substrains. This study demonstrates both the fidelity and the caveats of using congenic gene targeted mouse models and recognizing the importance of selecting the appropriately matched wild-type control mouse line.
Collapse
Affiliation(s)
- Alvin J O Almodovar
- Metabolic Signaling and Disease Program, Diabetes and Obesity Research Center, Sanford-Burnham Medical Research Institute, 6400 Sanger Road, Orlando, FL 32827 USA
| | | | | | | |
Collapse
|
12
|
Kahles T, Brandes RP. Which NADPH oxidase isoform is relevant for ischemic stroke? The case for nox 2. Antioxid Redox Signal 2013; 18:1400-17. [PMID: 22746273 PMCID: PMC3603497 DOI: 10.1089/ars.2012.4721] [Citation(s) in RCA: 101] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
UNLABELLED Significance and Recent Advances: Ischemic stroke is the leading cause of disability and third in mortality in industrialized nations. Immediate restoration of cerebral blood flow is crucial to salvage brain tissue, but only few patients are eligible for recanalization therapy. Thus, the need for alternative neuroprotective strategies is huge, and antioxidant interventions have long been studied in this context. Reactive oxygen species (ROS) physiologically serve as signaling molecules, but excessive amounts of ROS, as generated during ischemia/reperfusion (I/R), contribute to tissue injury. CRITICAL ISSUES Nevertheless and despite a strong rational of ROS being a pharmacological target, all antioxidant interventions failed to improve functional outcome in human clinical trials. Antioxidants may interfere with physiological functions of ROS or do not reach the crucial target structures of ROS-induced injury effectively. FUTURE DIRECTIONS Thus, a potentially more promising approach is the inhibition of the source of disease-promoting ROS. Within recent years, NADPH oxidases (Nox) of the Nox family have been identified as mediators of neuronal pathology. As, however, several Nox homologs are expressed in neuronal tissue, and as many of the pharmacological inhibitors employed are rather unspecific, the concept of Nox as mediators of brain damage is far from being settled. In this review, we will discuss the contribution of Nox homologs to I/R injury at large as well as to neuronal damage in particular. We will illustrate that the current data provide evidence for Nox2 as the most important NADPH oxidase mediating cerebral injury.
Collapse
Affiliation(s)
- Timo Kahles
- Institut für Kardiovaskuläre Physiologie, Fachbereich Medizin der Goethe-Universität , Frankfurt am Main, Germany
| | | |
Collapse
|
13
|
Almholt K, Juncker-Jensen A, Lærum OD, Johnsen M, Rømer J, Lund LR. Spontaneous metastasis in congenic mice with transgenic breast cancer is unaffected by plasminogen gene ablation. Clin Exp Metastasis 2012; 30:277-88. [PMID: 22996753 DOI: 10.1007/s10585-012-9534-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Accepted: 09/12/2012] [Indexed: 11/25/2022]
Abstract
Plasminogen (Plg) plays a central role in tissue remodeling during ontogeny, development, and in pathological tissue remodeling following physical injury, inflammation and cancer. Plg/plasmin is, however, not critical for these processes, as they all occur to a varying extent in its absence, suggesting that there is a functional redundancy with other proteases. To explore this functional overlap in the transgenic MMTV-PyMT breast cancer metastasis model, we have combined Plg deficiency and a pharmacological metalloprotease inhibitor, which is known to reduce metastasis in this model, and has been shown to synergistically inhibit other tissue remodeling events in Plg-deficient mice. While metalloprotease inhibition dramatically reduced metastasis, we found no effect of Plg deficiency on metastasis, either independently or in combination with metalloprotease inhibition. We further show that Plg gene deficiency is of no significant consequence in this metastasis model, when analyzed in two different congenic strains: the FVB strain, and a F1 hybrid of the FVB and C57BL/6J strains. We suggest that the extensive backcrossing performed prior to our studies has eliminated the confounding effect of a known polymorphic metastasis modifier gene region located adjacent to the Plg gene.
Collapse
Affiliation(s)
- Kasper Almholt
- Finsen Laboratory, Rigshospitalet, Copenhagen Biocenter, Copenhagen, Denmark.
| | | | | | | | | | | |
Collapse
|
14
|
Prows DR, Gibbons WJ, Burzynski BB. Synchronizing allelic effects of opposing quantitative trait loci confirmed a major epistatic interaction affecting acute lung injury survival in mice. PLoS One 2012; 7:e38177. [PMID: 22666475 PMCID: PMC3362546 DOI: 10.1371/journal.pone.0038177] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Accepted: 05/04/2012] [Indexed: 01/11/2023] Open
Abstract
Increased oxygen (O2) levels help manage severely injured patients, but too much for too long can cause acute lung injury (ALI), acute respiratory distress syndrome (ARDS) and even death. In fact, continuous hyperoxia has become a prototype in rodents to mimic salient clinical and pathological characteristics of ALI/ARDS. To identify genes affecting hyperoxia-induced ALI (HALI), we previously established a mouse model of differential susceptibility. Genetic analysis of backcross and F2 populations derived from sensitive (C57BL/6J; B) and resistant (129X1/SvJ; X1) inbred strains identified five quantitative trait loci (QTLs; Shali1-5) linked to HALI survival time. Interestingly, analysis of these recombinant populations supported opposite within-strain effects on survival for the two major-effect QTLs. Whereas Shali1 alleles imparted the expected survival time effects (i.e., X1 alleles increased HALI resistance and B alleles increased sensitivity), the allelic effects of Shali2 were reversed (i.e., X1 alleles increased HALI sensitivity and B alleles increased resistance). For in vivo validation of these inverse allelic effects, we constructed reciprocal congenic lines to synchronize the sensitivity or resistance alleles of Shali1 and Shali2 within the same strain. Specifically, B-derived Shali1 or Shali2 QTL regions were transferred to X1 mice and X1-derived QTL segments were transferred to B mice. Our previous QTL results predicted that substituting Shali1 B alleles onto the resistant X1 background would add sensitivity. Surprisingly, not only were these mice more sensitive than the resistant X1 strain, they were more sensitive than the sensitive B strain. In stark contrast, substituting the Shali2 interval from the sensitive B strain onto the X1 background markedly increased the survival time. Reciprocal congenic lines confirmed the opposing allelic effects of Shali1 and Shali2 on HALI survival time and provide unique models to identify their respective quantitative trait genes and to critically assess the apparent bidirectional epistatic interactions between these major-effect loci.
Collapse
Affiliation(s)
- Daniel R Prows
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America.
| | | | | |
Collapse
|
15
|
Schauwecker PE. The relevance of individual genetic background and its role in animal models of epilepsy. Epilepsy Res 2011; 97:1-11. [PMID: 22001434 DOI: 10.1016/j.eplepsyres.2011.09.005] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2011] [Revised: 09/07/2011] [Accepted: 09/09/2011] [Indexed: 02/09/2023]
Abstract
Growing evidence has indicated that genetic factors contribute to the etiology of seizure disorders. Most epilepsies are multifactorial, involving a combination of additive and epistatic genetic variables. However, the genetic factors underlying epilepsy have remained unclear, partially due to epilepsy being a clinically and genetically heterogeneous syndrome. Similar to the human situation, genetic background also plays an important role in modulating both seizure susceptibility and its neuropathological consequences in animal models of epilepsy, which has too often been ignored or not been paid enough attention to in published studies. Genetic homogeneity within inbred strains and their general amenability to genetic manipulation have made them an ideal resource for dissecting the physiological function(s) of individual genes. However, the inbreeding that makes inbred mice so useful also results in genetic divergence between them. This genetic divergence is often unaccounted for but may be a confounding factor when comparing studies that have utilized distinct inbred strains. The purpose of this review is to discuss the effects of genetic background strain on epilepsy phenotypes of mice, to remind researchers that the background genetics of a knockout strain can have a profound influence on any observed phenotype, and outline the means by which to overcome potential genetic background effects in experimental models of epilepsy.
Collapse
Affiliation(s)
- P Elyse Schauwecker
- Department of Cell and Neurobiology, USC Keck School of Medicine, 1333 San Pablo Street, BMT 403, Los Angeles, CA 90089-9112, United States.
| |
Collapse
|
16
|
Lin HM, Edmunds SJ, Zhu S, Helsby NA, Ferguson LR, Rowan DD. Metabolomic analysis reveals differences in urinary excretion of kiwifruit-derived metabolites in a mouse model of inflammatory bowel disease. Mol Nutr Food Res 2011; 55:1900-4. [PMID: 21957058 DOI: 10.1002/mnfr.201100302] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Revised: 06/23/2011] [Accepted: 07/15/2011] [Indexed: 01/23/2023]
Abstract
The interleukin-10-deficient (IL-10(-/-)) mouse, a model of inflammatory bowel disease (IBD), develops intestinal inflammation unless raised in germ-free conditions. The metabolic effects of consuming extracts from the fruits of yellow (Actinidia chinensis) or green-fleshed (A. deliciosa) kiwifruit that displayed in vitro anti-inflammatory activity were investigated in IL-10(-/-) mice by metabolomic analysis of urine samples. Kiwifruit-derived metabolites were detected at significantly higher levels in urine of IL-10(-/-) mice relative to those of wild-type mice, indicating that the metabolism of these metabolites was affected by IL-10(-/-)-wild-type genotypic differences. Urinary metabolites previously associated with inflammation were not altered by the kiwifruit extracts. This study demonstrates the use of metabolomic analysis to study dietary effects and the influence of genotype on food metabolism, which may have implications on the development of functional foods for the treatment of IBD.
Collapse
Affiliation(s)
- Hui-Ming Lin
- School of Medical Sciences, University of Auckland, Auckland, New Zealand
| | | | | | | | | | | |
Collapse
|
17
|
Gunn RK, Huentelman MJ, Brown RE. Are Sema5a mutant mice a good model of autism? A behavioral analysis of sensory systems, emotionality and cognition. Behav Brain Res 2011; 225:142-50. [PMID: 21777623 DOI: 10.1016/j.bbr.2011.07.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2011] [Revised: 07/04/2011] [Accepted: 07/05/2011] [Indexed: 10/18/2022]
Abstract
Semaphorin 5A (Sema5A) expression is reduced in the brain of individuals with autism, thus mice with reduced Sema5A levels may serve as a model of this neurodevelopmental disorder. We tested male and female Sema5a knockout mice (B6.129P2SEMA5A(<)™(1DGEN>)/J) and C57BL/6J controls for emotionality, visual ability, prepulse inhibition, motor learning and cognition. Overall, there were only two genotype differences in emotionality: Sema5a mutant mice had more stretch-attend postures in the elevated plus-maze and more defecations in the open field. All mice could see, but Sema5a mice had better visual ability than C57BL/6J mice. There were no genotype differences in sensory-motor gating. Sema5a mice showed higher levels of activity in the elevated plus-maze and light/dark transition box, and there were sex by genotype differences in the Rotarod, suggesting a sex difference in balance and coordination differentially affected by Sema5a. There were no genotype effects on cognition: Sema5a mice did not differ from C57BL/6J in the Morris water maze, set-shifting or cued and contextual fear conditioning. In the social recognition test, all mice preferred social stimuli, but there was no preference for social novelty, thus the Sema5A mice do not have a deficit in social behavior. Overall, there were a number of sex differences, with females showing greater activity and males performing better in tests of spatial learning and memory, but no deficits in the behavior of Sema5A mice. We conclude that the Sema5a mice do not meet the behavioral criteria for a mouse model of autism.
Collapse
Affiliation(s)
- Rhian K Gunn
- Psychology Department, Dalhousie University, Halifax, Nova Scotia, Canada B3H 4R2
| | | | | |
Collapse
|
18
|
Eisener-Dorman AF, Lawrence DA, Bolivar VJ. Behavioral and genetic investigations of low exploratory behavior in Il18r1(-/-) mice: we can't always blame it on the targeted gene. Brain Behav Immun 2010; 24:1116-25. [PMID: 20580925 PMCID: PMC2939265 DOI: 10.1016/j.bbi.2010.05.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2009] [Revised: 04/27/2010] [Accepted: 05/18/2010] [Indexed: 11/30/2022] Open
Abstract
The development of gene-targeting technologies has enabled research with immune system-related knockout mouse strains to advance our understanding of how cytokines and their receptors interact and influence a number of body systems, including the central nervous system (CNS). A critical issue when we are interpreting phenotypic data from these knockout strains is the potential role of genes other than the targeted one. Although many of the knockout strains have been made congenic on a C57BL/6 (B6) genetic background, there remains a certain amount of genetic material from the129 substrain that was used in the development of these strains. This genetic material could result in phenotypes incorrectly attributed to the targeted gene. We recently reported low-activity behavior in Il10(-/-) mice that was linked to this genetic material rather than the targeted gene itself. In the current study we confirm the generalizability of those earlier findings, by assessing behavior in Il18(-/-) and Il18r1(-/-) knockout mice. We identified low activity and high anxiety-like behaviors in Il18r1(-/-) mice, whereas Il18(-/-) mice displayed little anxiety-like behavior. Although Il18r1(-/-) mice are considered a congenic strain, we have identified substantial regions of 129P2-derived genetic material not only flanking the ablated Il18r1 on Chromosome 1, but also on Chromosomes 4, 5, 8, 10, and 14. Our studies suggest that residual 129-derived gene(s), rather than the targeted Il18r1 gene, is/are responsible for the low level of activity seen in the Il18r1(-/-) mice. Mapping studies are necessary to identify the gene or genes contributing to the low-activity phenotype.
Collapse
Affiliation(s)
- Amy F. Eisener-Dorman
- Wadsworth Center, New York State Department of Health, Albany, NY, USA,Department of Biomedical Sciences, School of Public Health, State University of New York at Albany, Albany, NY, USA
| | - David A. Lawrence
- Wadsworth Center, New York State Department of Health, Albany, NY, USA,Department of Biomedical Sciences, School of Public Health, State University of New York at Albany, Albany, NY, USA
| | - Valerie J. Bolivar
- Wadsworth Center, New York State Department of Health, Albany, NY, USA,Department of Biomedical Sciences, School of Public Health, State University of New York at Albany, Albany, NY, USA,Corresponding author: V.J. Bolivar, Wadsworth Center, New York State Department of Health, 150 New Scotland Avenue, Albany, New York 12208, USA,
| |
Collapse
|
19
|
Lin HM, Barnett MPG, Roy NC, Joyce NI, Zhu S, Armstrong K, Helsby NA, Ferguson LR, Rowan DD. Metabolomic analysis identifies inflammatory and noninflammatory metabolic effects of genetic modification in a mouse model of Crohn's disease. J Proteome Res 2010; 9:1965-75. [PMID: 20141220 DOI: 10.1021/pr901130s] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Interleukin-10 is an immunosuppressive cytokine involved in the regulation of gastrointestinal mucosal immunity toward intestinal microbiota. Interleukin-10-deficient (IL10(-/-)) mice develop Crohn's disease-like colitis unless raised in germ-free conditions. Previous gas chromatography-mass spectrometry (GC-MS) metabolomic analysis revealed urinary metabolite differences between IL10(-/-) and wildtype C57BL/6 mice. To determine which of these differences were specifically associated with intestinal inflammation arising from IL10-deficiency, urine samples from IL10(-/-) and wildtype mice, housed in either conventional or specific pathogen-free conditions, were subjected to GC-MS metabolomic analysis. Fifteen metabolite differences, including fucose, xanthurenic acid, and 5-aminovaleric acid, were associated with intestinal inflammation. Elevated urinary levels of xanthurenic acid in IL10(-/-) mice were attributed to increased production of kynurenine metabolites that may induce T-cell tolerance toward intestinal microbiota. Liquid chromatography-mass spectrometry analysis confirmed that plasma levels of kynurenine and 3-hydroxykynurenine were elevated in IL10(-/-) mice. Eleven metabolite differences, including glutaric acid, 2-hydroxyglutaric acid, and 2-hydroxyadipic acid, were unaffected by the severity of inflammation. These metabolite differences may be associated with residual genes from the embryonic stem cells of the 129P2 mouse strain that were used to create the IL10(-/-) mouse, or may indicate novel functions of IL10 unrelated to inflammation.
Collapse
Affiliation(s)
- Hui-Ming Lin
- School of Medical Sciences, University of Auckland, New Zealand
| | | | | | | | | | | | | | | | | |
Collapse
|
20
|
A flanking gene problem leads to the discovery of a Gprc5b splice variant predominantly expressed in C57Bl/6J mouse brain and in maturing neurons. PLoS One 2010; 5:e10351. [PMID: 20436672 PMCID: PMC2859937 DOI: 10.1371/journal.pone.0010351] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2009] [Accepted: 03/22/2010] [Indexed: 01/19/2023] Open
Abstract
Background Gprc5b, a retinoic acid-inducible orphan G protein–coupled receptor (GPCR), is a member of the group C metabotropic glutamate receptor family proteins possibly involved in non-canonical Wnt signaling. Many GPCR transcripts are alternatively spliced, which diversifies this class of proteins in their cell- and tissue-specific signaling, regulatory and/or pharmacological properties. We previously generated p97FE65 isoform-specific knockout mice that showed learning/memory deficits. In this study, we further characterized the 97FE65 null mice using cDNA microarray and RT-PCR analyses. Methodology/Principal Findings We discovered a novel brain-specific C-terminal splice variant of Gprc5b, Gprc5b_v2, which was differentially expressed in p97FE65 wild type and null mouse brains. The null mice were generated in 129/Sv ES cells, and backcrossed to C57Bl/6J for ten generations. We found that expression of Gprc5b_v2 mRNA in the brains of p97FE65 null mice was dramatically down-regulated (more than 20 fold) compared to their wild type littermates. However, expression profiles of Gprc5b variants and SNP analysis surrounding the FE65 locus suggest that the down-regulation is unlikely due to the altered FE65 function, but rather is caused by gene retention from the 129/Sv ES cells. Consistently, in contrast to ubiquitously expressed Gprc5b_v1, Gprc5b_v2 was predominantly expressed in the brain tissues of C57Bl/6J mice. The alternative splicing of the 3′ terminal exon also altered the protein coding sequences, giving rise to the characteristic C-termini. Levels of Gprc5b_v2 mRNA were increased during neuronal maturation, paralleling the expression of synaptic proteins. Overexpression of both Gprc5b variants stimulated neurite-like outgrowth in a neuroblastoma cell line. Conclusions/Significance Our results suggest that Gprc5b-v2 may play a role during brain maturation and in matured brain, possibly through the regulation of neuronal morphology and protein-protein interaction. This study also highlights the fact that unexpected gene retention following repeated backcrosses can lead to important biological consequences.
Collapse
|
21
|
Quantitative trait loci contributing to physiological and behavioural ethanol responses after acute and chronic treatment. Int J Neuropsychopharmacol 2010; 13:155-69. [PMID: 19691874 DOI: 10.1017/s1461145709990447] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The aim of the present study was the identification of gene loci that contribute to the development and manifestation of behaviours related to acute and chronic alcohol exposure, as well as to alcohol withdrawal. For this purpose, we performed a serial behavioural phenotyping of 534 animals from the second filial (F2) generation of a C57BL/6J and C3H/HeJ mice intercross in paradigms with relevance to alcohol dependence. First, ethanol-induced hypothermia was determined in ethanol-naive animals. The mice then received an ethanol solution for several weeks as their only fluid source. Ethanol tolerance, locomotor activity and anxiety-related behaviours were evaluated. The ethanol was next withdrawn and the withdrawal severity was assessed. The ethanol-experienced animals were finally analysed in a two-bottle choice paradigm to determine ethanol preference and stress-induced changes in ethanol preference. The genotypes of these mice were subsequently assessed by microsatellite marker mapping. We genotyped 264 markers with an average marker distance of 5.56 cM, which represents a high-density whole genome coverage. Quantitative trait loci (QTL) were subsequently identified using univariate analysis performed with the R/qtl tool, which is an extensible, interactive environment for mapping QTL in experimental crosses. We found QTL that have already been published, thus validating the serial phenotyping protocol, and identified several novel loci. Our analysis demonstrates that the various responses to ethanol are regulated by independent groups of genes.
Collapse
|
22
|
How Many Ways Can Mouse Behavioral Experiments Go Wrong? Confounding Variables in Mouse Models of Neurodegenerative Diseases and How to Control Them. ADVANCES IN THE STUDY OF BEHAVIOR 2010. [DOI: 10.1016/s0065-3454(10)41007-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
23
|
Eisener-Dorman AF, Lawrence DA, Bolivar VJ. Cautionary insights on knockout mouse studies: the gene or not the gene? Brain Behav Immun 2009; 23:318-24. [PMID: 18822367 PMCID: PMC2746382 DOI: 10.1016/j.bbi.2008.09.001] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2008] [Revised: 09/02/2008] [Accepted: 09/03/2008] [Indexed: 01/03/2023] Open
Abstract
Gene modification technologies play a vital role in the study of biological systems and pathways. Although there is widespread and beneficial use of genetic mouse models, potential shortcomings of gene targeting technology exist, and are not always taken into consideration. Oversights associated with the technology can lead to misinterpretation of results; for example, ablation of a gene of interest can appear to cause an observed phenotype when, in fact, residual embryonic stem cell-derived genetic material in the genetic background or in the area immediately surrounding the ablated gene is actually responsible. The purpose of this review is to remind researchers, regardless of scientific discipline, that the background genetics of a knockout strain can have a profound influence on any observed phenotype. It is important that this issue be appropriately addressed during data collection and interpretation.
Collapse
Affiliation(s)
- Amy F. Eisener-Dorman
- Wadsworth Center, 120 New Scotland Avenue, Albany, New York 12208, USA, School of Public Health, Department of Biomedical Sciences, State University of New York at Albany, Albany, New York, 12201, USA
| | - David A. Lawrence
- Wadsworth Center, 120 New Scotland Avenue, Albany, New York 12208, USA, School of Public Health, Department of Biomedical Sciences, State University of New York at Albany, Albany, New York, 12201, USA
| | - Valerie J. Bolivar
- Wadsworth Center, 120 New Scotland Avenue, Albany, New York 12208, USA, School of Public Health, Department of Biomedical Sciences, State University of New York at Albany, Albany, New York, 12201, USA
| |
Collapse
|
24
|
Pitfalls in the interpretation of genetic and pharmacological effects on anxiety-like behaviour in rodents. Behav Pharmacol 2008; 19:385-402. [PMID: 18690100 DOI: 10.1097/fbp.0b013e32830c3658] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Over the last 15 years, genetically modified mice have added important data to our knowledge on psychiatric diseases including anxiety. This has produced many behavioural publications, partially by non-behaviourists, in which differences between mutants and normal wild-type animals were described. The popularity of these novel tools allowing the study of new mechanisms also, however, led to observations that could not be confirmed. This review attempts to summarize various factors that can lead to difficult and partially incorrect interpretation of data collected in anxiety-related paradigms. These pitfalls are explained by using virtual data. Our analysis illustrates that determining anxiety in rodents is more complicated than measuring a single parameter in a particular paradigm. It is important to use proper controls such as additional measures in the same or other procedures, as well as a conservative estimation of the chance of finding an actual effect. In this way, it is possible to enhance confidence in the findings. Alternative explanations for findings, like side effects or main effects in a different domain, such as cognition, should always be taken into account. Finally, several examples from the literature are presented as illustrations of the theoretical issues discussed. We believe that considering the pitfalls presented here will help researchers to design optimized experiments that can be more readily interpreted and replicated across laboratories.
Collapse
|
25
|
Ross PK, Woods CG, Bradford BU, Kosyk O, Gatti DM, Cunningham ML, Rusyn I. Time-course comparison of xenobiotic activators of CAR and PPARalpha in mouse liver. Toxicol Appl Pharmacol 2008; 235:199-207. [PMID: 19136022 DOI: 10.1016/j.taap.2008.12.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2008] [Revised: 11/10/2008] [Accepted: 12/01/2008] [Indexed: 10/25/2022]
Abstract
Constitutive androstane receptor (CAR) and peroxisome proliferator activated receptor (PPAR)alpha are transcription factors known to be primary mediators of liver effects, including carcinogenesis, by phenobarbital-like compounds and peroxisome proliferators, respectively, in rodents. Many similarities exist in the phenotypes elicited by these two classes of agents in rodent liver, and we hypothesized that the initial transcriptional responses to the xenobiotic activators of CAR and PPARalpha will exhibit distinct patterns, but at later time-points these biological pathways will converge. In order to capture the global transcriptional changes that result from activation of these nuclear receptors over a time-course in the mouse liver, microarray technology was used. First, differences in basal expression of liver genes between C57Bl/6J wild-type and Car-null mice were examined and 14 significantly differentially expressed genes were identified. Next, mice were treated with phenobarbital (100 mg/kg by gavage for 24 h, or 0.085% w/w diet for 7 or 28 days), and liver gene expression changes with regards to both time and treatment were identified. While several pathways related to cellular proliferation and metabolism were affected by phenobarbital in wild-type mice, no significant changes in gene expression were found over time in the Car-nulls. Next, we determined commonalities and differences in the temporal response to phenobarbital and WY-14,643, a prototypical activator of PPAR alpha. Gene expression signatures from livers of wild-type mice C57Bl6/J mice treated with PB or WY-14,643 were compared. Similar pathways were affected by both compounds; however, considerable time-related differences were present. This study establishes common gene expression fingerprints of exposure to activators of CAR and PPARalpha in rodent liver and demonstrates that despite similar phenotypic changes, molecular pathways differ between classes of chemical carcinogens.
Collapse
Affiliation(s)
- Pamela K Ross
- Department of Environmental Sciences and Engineering, University of North Carolina, Chapel Hill, NC 27599-7431, USA
| | | | | | | | | | | | | |
Collapse
|
26
|
Abramov U, Raud S, Innos J, Lasner H, Kurrikoff K, Türna T, Puussaar T, Õkva K, Matsui T, Vasar E. Different housing conditions alter the behavioural phenotype of CCK2 receptor-deficient mice. Behav Brain Res 2008; 193:108-16. [DOI: 10.1016/j.bbr.2008.04.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2008] [Revised: 04/25/2008] [Accepted: 04/29/2008] [Indexed: 01/22/2023]
|
27
|
Ellingson JM, Silbaugh BC, Brasser SM. Reduced oral ethanol avoidance in mice lacking transient receptor potential channel vanilloid receptor 1. Behav Genet 2008; 39:62-72. [PMID: 18839303 DOI: 10.1007/s10519-008-9232-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2008] [Accepted: 09/20/2008] [Indexed: 10/21/2022]
Abstract
Ethanol is a known oral trigeminal stimulant and recent data indicate that these effects are mediated in part by transient receptor potential channel vanilloid receptor 1 (TRPV1). The importance of this receptor in orally mediated ethanol avoidance is presently unknown. Here, we compared orosensory responding to ethanol in TRPV1-deficient and wild type mice in a brief-access paradigm that assesses orosensory influences by measuring immediate licking responses to small stimulus volumes. TRPV1(-/-) and control mice were tested with six concentrations of ethanol (3, 5, 10, 15, 25, 40%), capsaicin (0.003, 0.01, 0.03, 0.1, 0.3, 1 mM), sucrose (0.003, 0.01, 0.03, 0.1, 0.3, 1 M), and quinine (0.01, 0.03, 0.1, 0.3, 1, 3 mM) and psychophysical concentration-response functions were generated for each genotype and stimulus. TRPV1 knockouts displayed reduced oral avoidance responses to ethanol regardless of concentration, insensitivity to capsaicin, and little to no difference in sweet or bitter taste responding relative to wild type mice. These data indicate that the TRPV1 channel plays a role in orosensory-mediated ethanol avoidance, but that other receptor mechanisms likely also contribute to aversive oral responses to alcohol.
Collapse
Affiliation(s)
- Jarrod M Ellingson
- Center for Behavioral Teratology, Department of Psychology, San Diego State University, 6363 Alvarado Ct., Ste. 200V, San Diego, CA 92120, USA
| | | | | |
Collapse
|
28
|
Crusio WE, Goldowitz D, Holmes A, Wolfer D. Standards for the publication of mouse mutant studies. GENES BRAIN AND BEHAVIOR 2008; 8:1-4. [PMID: 18778401 DOI: 10.1111/j.1601-183x.2008.00438.x] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- W E Crusio
- Centre de Neurosciences Intégratives et Cognitives, Université de Bordeaux, CNRS UMR 5228, Bat B2-Avenue des Facultés, 33405 Talence, France.
| | | | | | | |
Collapse
|
29
|
Abstract
Comprehensive behavioral analyses of transgenic and knockout mice have successfully identified the functional roles of many genes in the brain. Over the past 10 years, strategies for mouse behavioral phenotyping have evolved to maximize the scope and replicability of findings from a cohort of mutant mice, minimize the interpretation of procedural artifacts, and provide robust translational tools to test hypotheses and develop treatments. This Primer addresses experimental design issues and offers examples of high-throughput batteries, learning and memory tasks, and anxiety-related tests.
Collapse
Affiliation(s)
- Jacqueline N Crawley
- Laboratory of Behavioral Neuroscience, Intramural Research Program, National Institute of Mental Health, Bethesda, MD 20892-3730, USA.
| |
Collapse
|
30
|
Bainbridge NK, Koselke LR, Jeon J, Bailey KR, Wess J, Crawley JN, Wrenn CC. Learning and memory impairments in a congenic C57BL/6 strain of mice that lacks the M2 muscarinic acetylcholine receptor subtype. Behav Brain Res 2008; 190:50-8. [PMID: 18346798 DOI: 10.1016/j.bbr.2008.02.001] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2007] [Revised: 01/18/2008] [Accepted: 02/04/2008] [Indexed: 10/22/2022]
Abstract
The neurotransmitter acetylcholine is an important modulator of cognitive functions including attention, learning, and memory. The actions of acetylcholine are mediated by five distinct muscarinic acetylcholine receptor subtypes (M(1)-M(5)). The lack of drugs with a high degree of selectivity for these subtypes has impeded the determination of which subtypes mediate which components of cholinergic neurotransmission relevant to cognitive abilities. The present study examined the behavioral functions of the M(2) muscarinic receptor subtype by utilizing congenic C57BL/6 mice possessing a null-mutation in the M(2) muscarinic receptor gene (M(2)(-/-) mice). Comprehensive assessment of general health and the neurological function found no major differences between M(2)(-/-) and wild-type (M(2)(+/+)) mice. In the tests of learning and memory, M(2)(-/-) mice were impaired in the acquisition (trials to criterion), but not the retention (72h) of a passive avoidance task. In a novel open field, M(2)(-/-) mice were impaired in between-sessions, but not within-session habituation. In a holeboard test of spatial memory, M(2)(-/-) mice committed more errors in working memory than M(2)(+/+) mice. Reference memory did not differ between the genotypes. M(2)(-/-) mice showed no impairments in either cued or contextual fear conditioning. These findings replicate and extend earlier findings in a hybrid strain and solidify the interpretation that the M(2) receptor plays a critical role in specific components of cognitive abilities.
Collapse
Affiliation(s)
- Natalie K Bainbridge
- College of Pharmacy and Health Sciences, Drake University, 2507 University Avenue, Des Moines, IA 50311, USA
| | | | | | | | | | | | | |
Collapse
|
31
|
Reed DR, Lawler MP, Tordoff MG. Reduced body weight is a common effect of gene knockout in mice. BMC Genet 2008; 9:4. [PMID: 18182103 PMCID: PMC2263071 DOI: 10.1186/1471-2156-9-4] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2007] [Accepted: 01/08/2008] [Indexed: 11/23/2022] Open
Abstract
Background During a search for obesity candidate genes in a small region of the mouse genome, we noticed that many genes when knocked out influence body weight. To determine whether this was a general feature of gene knockout or a chance occurrence, we surveyed the Jackson Laboratory Mouse Genome Database for knockout mouse strains and their phenotypes. Body weights were not available for all strains so we also obtained body weight information by contacting a random sample of investigators responsible for a knockout strain. Results We classified each knockout mouse strain as (1) lighter and smaller, (2) larger and heavier, or (3) the same weight, relative to control mice. We excluded knockout strains that died early in life, even though this type of lethality is often associated with a small embryo or reduced body size. Based on a dataset of 1,977 knockout strains, we found that that 31% of viable knockout mouse strains weighed less and an additional 3% weighed more than did controls. Conclusion Body weight is potentially a latent variable in about a third of experiments that use knockout mice and should be considered in interpreting experimental outcomes, e.g., in studies of hypertension, drug and hormone metabolism, organ development, cell proliferation and apoptosis, digestion, heart rate, or atherosclerosis. If we assume that the knockout genes we surveyed are representative then upward of 6,000 genes are predicted to influence the size of a mouse. Body weight is highly heritable, and numerous quantitative trait loci have been mapped in mice, but "multigenic" is an insufficient term for the thousands of loci that could contribute to this complex trait.
Collapse
|
32
|
Abstract
Autism is a neurodevelopmental syndrome with markedly high heritability. The diagnostic indicators of autism are core behavioral symptoms, rather than definitive neuropathological markers. Etiology is thought to involve complex, multigenic interactions and possible environmental contributions. In this review, we focus on genetic pathways with multiple members represented in autism candidate gene lists. Many of these pathways can also be impinged upon by environmental risk factors associated with the disorder. The mouse model system provides a method to experimentally manipulate candidate genes for autism susceptibility, and to use environmental challenges to drive aberrant gene expression and cell pathology early in development. Mouse models for fragile X syndrome, Rett syndrome and other disorders associated with autistic-like behavior have elucidated neuropathology that might underlie the autism phenotype, including abnormalities in synaptic plasticity. Mouse models have also been used to investigate the effects of alterations in signaling pathways on neuronal migration, neurotransmission and brain anatomy, relevant to findings in autistic populations. Advances have included the evaluation of mouse models with behavioral assays designed to reflect disease symptoms, including impaired social interaction, communication deficits and repetitive behaviors, and the symptom onset during the neonatal period. Research focusing on the effect of gene-by-gene interactions or genetic susceptibility to detrimental environmental challenges may further understanding of the complex etiology for autism.
Collapse
Affiliation(s)
- S S Moy
- Neurodevelopmental Disorders Research Center, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
| | | |
Collapse
|
33
|
Heaney JD, Nadeau JH. Testicular germ cell tumors in mice: new ways to study a genetically complex trait. Methods Mol Biol 2008; 450:211-231. [PMID: 18370062 DOI: 10.1007/978-1-60327-214-8_15] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Testicular germ cell tumors (TGCTs) are the most common cancer affecting young men. Although TGCTs are common and the genetic component of susceptibility is unusually strong, discovery of TGCT susceptibility genes in humans has been challenging. The 129/Sv inbred mouse strain is an important experimental model for studying the genetic control of TGCT susceptibility. It is the only inbred mouse strain with an appreciable frequency of spontaneous TGCTs. TGCTs in 129/Sv males share various developmental and histological characteristics with human pediatric TGCTs. As in humans, susceptibility in 129/Sv is a genetically complex trait that is too complex for conventional genetic approaches. However, several genetic variants, when congenic or isogenic on the 129/Sv background, act as genetic modifiers of TGCT susceptibility. Alternative experimental approaches based on these modifier genes can be used to unravel the complex genetic control of TGCT susceptibility. We discuss the application of modifier genes in genetic interaction tests and sensitized polygenic trait analyses toward the understanding of the complex genetics and biology of TGCT susceptibility in mice.
Collapse
Affiliation(s)
- Jason D Heaney
- Department of Genetics, Case Western Reserve University, Cleveland, OH, USA
| | | |
Collapse
|
34
|
Peirce JL, Broman KW, Lu L, Williams RW. A simple method for combining genetic mapping data from multiple crosses and experimental designs. PLoS One 2007; 2:e1036. [PMID: 17940600 PMCID: PMC2001185 DOI: 10.1371/journal.pone.0001036] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2007] [Accepted: 08/02/2007] [Indexed: 11/19/2022] Open
Abstract
Background Over the past decade many linkage studies have defined chromosomal intervals containing polymorphisms that modulate a variety of traits. Many phenotypes are now associated with enough mapping data that meta-analysis could help refine locations of known QTLs and detect many novel QTLs. Methodology/Principal Findings We describe a simple approach to combining QTL mapping results for multiple studies and demonstrate its utility using two hippocampus weight loci. Using data taken from two populations, a recombinant inbred strain set and an advanced intercross population we demonstrate considerable improvements in significance and resolution for both loci. 1-LOD support intervals were improved 51% for Hipp1a and 37% for Hipp9a. We first generate locus-wise permuted P-values for association with the phenotype from multiple maps, which can be done using a permutation method appropriate to each population. These results are then assigned to defined physical positions by interpolation between markers with known physical and genetic positions. We then use Fisher's combination test to combine position-by-position probabilities among experiments. Finally, we calculate genome-wide combined P-values by generating locus-specific P-values for each permuted map for each experiment. These permuted maps are then sampled with replacement and combined. The distribution of best locus-specific P-values for each combined map is the null distribution of genome-wide adjusted P-values. Conclusions/Significance Our approach is applicable to a wide variety of segregating and non-segregating mapping populations, facilitates rapid refinement of physical QTL position, is complementary to other QTL fine mapping methods, and provides an appropriate genome-wide criterion of significance for combined mapping results.
Collapse
Affiliation(s)
- Jeremy L Peirce
- Center for Neuroscience, Department of Anatomy and Neurobiology, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America.
| | | | | | | |
Collapse
|
35
|
Verret L, Jankowsky JL, Xu GM, Borchelt DR, Rampon C. Alzheimer's-type amyloidosis in transgenic mice impairs survival of newborn neurons derived from adult hippocampal neurogenesis. J Neurosci 2007; 27:6771-80. [PMID: 17581964 PMCID: PMC4439193 DOI: 10.1523/jneurosci.5564-06.2007] [Citation(s) in RCA: 177] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Alzheimer's disease (AD) is characterized by severe neuronal loss in several brain regions important for learning and memory. Of the structures affected by AD, the hippocampus is unique in continuing to produce new neurons throughout life. Mounting evidence indicates that hippocampal neurogenesis contributes to the processing and storage of new information and that deficits in the production of new neurons may impair learning and memory. Here, we examine whether the overproduction of amyloid-beta (Abeta) peptide in a mouse model for AD might be detrimental to newborn neurons in the hippocampus. We used transgenic mice overexpressing familial AD variants of amyloid precursor protein (APP) and/or presenilin-1 to test how the level (moderate or high) and the aggregation state (soluble or deposited) of Abeta impacts the proliferation and survival of new hippocampal neurons. Although proliferation and short-term survival of neural progenitors in the hippocampus was unaffected by APP/Abeta overproduction, survival of newborn cells 4 weeks later was dramatically diminished in transgenic mice with Alzheimer's-type amyloid pathology. Phenotypic analysis of the surviving population revealed a specific reduction in newborn neurons. Our data indicate that overproduction of Abeta and the consequent appearance of amyloid plaques cause an overall reduction in the number of adult-generated hippocampal neurons. Diminished capacity for hippocampal neuron replacement may contribute to the cognitive decline observed in these mice.
Collapse
Affiliation(s)
- Laure Verret
- Centre National de la Recherche Scientifique, Centre de Recherches sur la Cognition Animale, Université Paul Sabatier, 31062 Toulouse, France
| | - Joanna L. Jankowsky
- Division of Biology, California Institute of Technology, Pasadena, California 91125, and
| | - Guilian M. Xu
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, Florida 32610
| | - David R. Borchelt
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, Florida 32610
| | - Claire Rampon
- Centre National de la Recherche Scientifique, Centre de Recherches sur la Cognition Animale, Université Paul Sabatier, 31062 Toulouse, France
| |
Collapse
|
36
|
Schalkwyk LC, Fernandes C, Nash MW, Kurrikoff K, Vasar E, Kõks S. Interpretation of knockout experiments: the congenic footprint. GENES BRAIN AND BEHAVIOR 2007; 6:299-303. [PMID: 17331107 PMCID: PMC1890814 DOI: 10.1111/j.1601-183x.2007.00304.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
In gene targeting experiments, the importance of genetic background is now widely appreciated, and knockout alleles are routinely backcrossed onto a standard inbred background. This produces a congenic strain with a substantial segment of embryonic stem (ES)-cell-derived chromosome still flanking the knockout allele, a phenomenon often neglected in knockout studies. In cholecystokynin 2 (Cckbr) knockout mice backcrossed with C57BL/6, we have found a clear ‘congenic footprint’ of expression differences in at least 10 genes across 40 Mb sequence flanking the Cckbr locus, each of which is potentially responsible for aspects of the ‘knockout’ phenotype. The expression differences are overwhelmingly in the knockout-low direction, which may point to a general phenomenon of background dependence. This finding emphasizes the need for caution in using gene knockouts to attribute phenotypic effects to genes. This is especially the case when the gene is of unknown function or the phenotype is unexpected, and is a particular concern for large-scale knockout and phenotypic screening programmes. However, the impact of genetic background should not be simply viewed as a potential confound, but as a unique opportunity to study the broader responses of a system to a specific (genetic) perturbation.
Collapse
Affiliation(s)
- L C Schalkwyk
- Social, Genetic and Developmental Psychiatry Centre (PO82), Institute of Psychiatry, King's College London, London, United Kingdom.
| | | | | | | | | | | |
Collapse
|
37
|
Mogil JS, Ritchie J, Sotocinal SG, Smith SB, Croteau S, Levitin DJ, Naumova AK. Screening for pain phenotypes: Analysis of three congenic mouse strains on a battery of nine nociceptive assays. Pain 2006; 126:24-34. [PMID: 16842916 DOI: 10.1016/j.pain.2006.06.004] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2006] [Revised: 05/24/2006] [Accepted: 06/06/2006] [Indexed: 11/21/2022]
Abstract
In an attempt to identify new genes responsible for variability in pain sensitivity, we tested three congenic mouse strains--in which a small portion of the genome of the MOLF/Ei strain has been placed on a C57BL/6 genetic background--on a battery of nine nociceptive assays, chosen to reflect those assays in most common use in the pain literature. Mice of both sexes were evaluated by two different testers at different points in time, allowing us to examine the relative importance of genotype, sex, tester and cohort effects on data from these assays. We find strong evidence for the existence of two quantitative trait loci (i.e., genomic regions containing variability-causing genes), one for thermal nociception on mouse chromosome (Chr) 17 (Chr 17; Tpnr3) and one for formalin test nociception on mouse Chr 12 (Nociq3). We note, however, that the nociceptive assays in this battery feature strong main effects and interactions of sex, tester, and cohort, which if not controlled or covaried can seriously confound interpretation of genetic experiments, including the comparison of transgenic knockout mice to their wild-type controls.
Collapse
Affiliation(s)
- Jeffrey S Mogil
- Department of Psychology and Centre for Research on Pain, McGill University, Montreal, Que., Canada.
| | | | | | | | | | | | | |
Collapse
|
38
|
Herndon J, Gibler TS, Ferguson TA, Van Gelder RN. Abnormal anterior chamber associated immune deviation (ACAID) in 129-strain mice. Ocul Immunol Inflamm 2006; 14:7-12. [PMID: 16507485 DOI: 10.1080/09273940600556995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
PURPOSE To characterize anterior chamber immune deviation (ACAID) in 129-strain and mixed 129-strain mice. METHODS ACAID was assayed using standard protocols with herpes simplex-1 (HSV-1) and trinitrophenol-hapten-spleen cells (TNP-spleen) in C57B1/6, 129P2, 129X1, and intercrossed strains. Systemic tolerance induction was assayed using an ultraviolet light skin tolerance protocol to 2,-4,6-trinitro-l-chlorobenzene (TNCB). RESULTS 129X1 and C57Bl/6xl29Xl Fl mice did not show ACAID to HSV-1. C57Bl/6xl29P2 mice did not show ACAID to TNP-spleen. C57Bl/6xl29P2 mice did show normal peripheral immune deviation to TNCB. (C57Bl/6xl29Xl) x C57B1/6 N2 backcrossed mice showed a bimodal ACAID response to HSV-1 suggesting a single dominant allele in the 129X1 background responsible for suppressing ACAID. CONCLUSION ACAID to multiple antigens is significantly reduced in 129-strain mice and their outcrossed progeny. Since 129-strain embryonic stem cells are widely used to generate knockout and transgenic mice, care must be taken to extensively backcross resultant strains in order to assess the effect of particular genes on ACAID.
Collapse
Affiliation(s)
- John Herndon
- Department of Ophthalmology and Visual Sciences, Washington University Medical School, Saint Louis, MO 63110, USA
| | | | | | | |
Collapse
|
39
|
de Ledesma AMR, Desai AN, Bolivar VJ, Symula DJ, Flaherty L. Two new behavioral QTLs, Emo4 and Reb1, map to mouse Chromosome 1: Congenic strains and candidate gene identification studies. Mamm Genome 2006; 17:111-8. [PMID: 16465591 DOI: 10.1007/s00335-005-0107-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2005] [Accepted: 10/12/2005] [Indexed: 10/25/2022]
Abstract
By use of newly developed subcongenic strains of mice from a parental B6.129-Il10-/- knockout/congenic strain, we have narrowed the critical region for a new behavioral QTL, called Emo4, for open-field activity to a segment of Chromosome 1 between Erbb4 (68.4Mb) and B3gnt7 (86.2 Mb). We have also uncovered an additional QTL governing repetitive beam breaks in the open field. This QTL, called Reb1, maps to the interval between Asb1 (91.4 Mb) and NM_172851 (100.0 Mb) and is one of the first QTLs mapped for this type of behavior. Genome-wide microarray expression analyses were then undertaken to help to identify candidate genes that may be the cause of these genetic differences in open-field performance. In this effort, we analyzed global gene expression differences in the amygdalae by use of Affymetrix GeneChips between B6, B6.129-Il10-/-, and B6.129R4. Several probe sets representing target Chr 1 genes were found that showed significantly differential expression in the subcongenic and congenic strains. Several candidate genes have been identified. One of these regions coincides with an homologous region in humans that has been associated with autism, a disease whose symptoms include repetitive actions. This study illustrates that the use of congenic strains combined with global gene expression analyses can produce a list of viable candidates. It further shows that caution should be observed when analyzing the effects of knockout/congenic strains because many of the gene expression differences in these comparisons could not be attributable to the ablated Il10 gene but rather to passenger gene effects.
Collapse
|
40
|
Zhang S, Lou Y, Amstein TM, Anyango M, Mohibullah N, Osoti A, Stancliffe D, King R, Iraqi F, Gershenfeld HK. Fine mapping of a major locus on chromosome 10 for exploratory and fear-like behavior in mice. Mamm Genome 2005; 16:306-18. [PMID: 16104379 DOI: 10.1007/s00335-004-2427-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Advanced intercross lines (AIL) and interval-specific congenic strains (ISCS) were used to fine map previously coarsely defined quantitative trait loci (QTL) on Chromosomes 1, 10, and 19, influencing behaviors in the open Field (OF) and light-dark (LD) paradigms in mice. F12(A x B) AIL mice (N = 1130) were phenotyped, genotyped, and mapped. The ISCS were studied only in the telomeric Chromosome 10 region of interest, containing the exploratory and excitability QTL1 (Exq1). The Chromosome 10 Exq1 and Chromosome 19 Exq4 loci mapped robustly in the AIL. The most significant QTL findings (2.0 LOD score intervals; peak; LOD score) came from the TD15 and LD transitions traits, yielding estimated intervals of 2.2 cM for Exq1 (71.3-73.5 cM; peak 72.3 cM; LOD 11.9) and 9.0 cM for Exq4 (29.0-38.2 cM; peak 34 cM; LOD 4.2). The replicated QTLs on Chromosome 1 failed to map in this AIL population. The ISCS data confirmed Exq1 loci in general. However, the ISCS data were complex and less definitive for localizing the Exq1 loci. These exploratory and fear-like behaviors result from inheriting "many small things," namely, QTL explaining 2%-7% of the phenotypic variance. These results highlight the challenges of positionally cloning loci of small effect for complex traits. In particular, fine-mapping success may depend on the genetic architecture underlying complex traits.
Collapse
Affiliation(s)
- Shumin Zhang
- Department of Psychiatry and Integrative Biology, University of Texas Southwestern Medical Center, Dallas, Texas 75390-9070, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Palsson A, Dodgson J, Dworkin I, Gibson G. Tests for the replication of an association between Egfr and natural variation in Drosophila melanogaster wing morphology. BMC Genet 2005; 6:44. [PMID: 16102176 PMCID: PMC1208880 DOI: 10.1186/1471-2156-6-44] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2005] [Accepted: 08/15/2005] [Indexed: 11/25/2022] Open
Abstract
Background Quantitative differences between individuals stem from a combination of genetic and environmental factors, with the heritable variation being shaped by evolutionary forces. Drosophila wing shape has emerged as an attractive system for genetic dissection of multi-dimensional traits. We utilize several experimental genetic methods to validation of the contribution of several polymorphisms in the Epidermal growth factor receptor (Egfr) gene to wing shape and size, that were previously mapped in populations of Drosophila melanogaster from North Carolina (NC) and California (CA). This re-evaluation utilized different genetic testcrosses to generate heterozygous individuals with a variety of genetic backgrounds as well as sampling of new alleles from Kenyan stocks. Results Only one variant, in the Egfr promoter, had replicable effects in all new experiments. However, expanded genotyping of the initial sample of inbred lines rendered the association non-significant in the CA population, while it persisted in the NC sample, suggesting population specific modification of the quantitative trait nucleotide QTN effect. Conclusion Dissection of quantitative trait variation to the nucleotide level can identify sites with replicable effects as small as one percent of the segregating genetic variation. However, the testcross approach to validate QTNs is both labor intensive and time-consuming, and is probably less useful than resampling of large independent sets of outbred individuals.
Collapse
Affiliation(s)
- Arnar Palsson
- Department of Genetics' North Carolina State University, Raleigh, NC 27695, USA
- Department of Ecology and Evolution, University of Chicago, Chicago, IL 60637, USA
| | - James Dodgson
- Department of Genetics' North Carolina State University, Raleigh, NC 27695, USA
- The Department of Biochemistry, University of Sussex, Brighton, BN1 9QG, UK
| | - Ian Dworkin
- Department of Genetics' North Carolina State University, Raleigh, NC 27695, USA
| | - Greg Gibson
- Department of Genetics' North Carolina State University, Raleigh, NC 27695, USA
| |
Collapse
|
42
|
Flint J, Valdar W, Shifman S, Mott R. Strategies for mapping and cloning quantitative trait genes in rodents. Nat Rev Genet 2005; 6:271-86. [PMID: 15803197 DOI: 10.1038/nrg1576] [Citation(s) in RCA: 382] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Over the past 15 years, more than 2,000 quantitative trait loci (QTLs) have been identified in crosses between inbred strains of mice and rats, but less than 1% have been characterized at a molecular level. However, new resources, such as chromosome substitution strains and the proposed Collaborative Cross, together with new analytical tools, including probabilistic ancestral haplotype reconstruction in outbred mice, Yin-Yang crosses and in silico analysis of sequence variants in many inbred strains, could make QTL cloning tractable. We review the potential of these strategies to identify genes that underlie QTLs in rodents.
Collapse
Affiliation(s)
- Jonathan Flint
- Wellcome Trust Centre for Human Genetics, Oxford University, Roosevelt Drive, Oxford OX3 7BN, United Kingdom.
| | | | | | | |
Collapse
|
43
|
Perez FA, Palmiter RD. Parkin-deficient mice are not a robust model of parkinsonism. Proc Natl Acad Sci U S A 2005; 102:2174-9. [PMID: 15684050 PMCID: PMC548311 DOI: 10.1073/pnas.0409598102] [Citation(s) in RCA: 344] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mutations in the human parkin gene cause autosomal recessive juvenile parkinsonism, a heritable form of Parkinson's disease (PD). To determine whether mutations in the mouse parkin gene (Park2) also result in a parkinsonian phenotype, we generated mice with a targeted deletion of parkin exon 2. Using an extensive behavioral screen, we evaluated neurological function, motor ability, emotionality, learning, and memory in aged Parkin-deficient mice. The behavioral profile of Parkin-deficient mice on a B6;129S4 genetic background was strikingly similar to that of control mice, and most differences were not reproducible by using coisogenic mice on a 129S4 genetic background. Moreover, catecholamine levels in the striatum, olfactory bulb, and spinal cord of Parkin-deficient mice were normal. In contrast to previous studies using independently generated Parkin-deficient mice, we found no evidence for nigrostriatal, cognitive, or noradrenergic dysfunction. Understanding why Parkin-deficient mice do not exhibit robust signs of parkinsonism could advance knowledge and treatment of PD.
Collapse
Affiliation(s)
- Francisco A Perez
- Graduate Program in Neurobiology and Behavior, University of Washington, Seattle, WA 98195, USA
| | | |
Collapse
|
44
|
Crusio WE. A note on the effect of within-strain sample sizes on QTL mapping in recombinant inbred strain studies. GENES BRAIN AND BEHAVIOR 2004; 3:249-51. [PMID: 15248870 DOI: 10.1111/j.1601-183x.2004.00079.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
This note explores the effect of within-strain sample sizes on the correlations between a phenotype and a molecular-genetic marker in a battery of inbred strains. It is shown that the maximum correlation possible between a molecular marker and a behavioral or neuronal phenotype equals the additive-genetic correlation. How close the strain correlation will approach the additive-genetic correlation depends only on heritability and within-strain sample sizes. The equations derived can be used to optimize designs of studies attempting to localize Quantitative Trait Loci utilizing Recombinant Inbred Strains, provided information about the heritability of the character under study is available.
Collapse
Affiliation(s)
- W E Crusio
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Department of Psychiatry, Worcester, MA 01604, USA.
| |
Collapse
|
45
|
Crusio WE. Flanking gene and genetic background problems in genetically manipulated mice. Biol Psychiatry 2004; 56:381-5. [PMID: 15364034 DOI: 10.1016/j.biopsych.2003.12.026] [Citation(s) in RCA: 116] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2003] [Revised: 12/19/2003] [Accepted: 12/30/2003] [Indexed: 11/29/2022]
Abstract
Mice carrying engineered genetic modifications have become an indispensable tool in the study of gene functioning. The interpretation of results obtained with targeted mutants is not completely straightforward, however, because of genetic complications due to linkage and epistasis. Effects of closely linked genes flanking the targeted locus might sometimes be responsible for phenotypic changes ascribed to the null mutation. The effects of the latter might also be modified by the general genetic background. This review presents some examples and discusses some simple strategies to deal with these complications.
Collapse
Affiliation(s)
- Wim E Crusio
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01604, USA
| |
Collapse
|
46
|
Brodkin ES, Hagemann A, Nemetski SM, Silver LM. Social approach-avoidance behavior of inbred mouse strains towards DBA/2 mice. Brain Res 2004; 1002:151-7. [PMID: 14988045 DOI: 10.1016/j.brainres.2003.12.013] [Citation(s) in RCA: 134] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2003] [Indexed: 11/26/2022]
Abstract
Little is known about the genetics of social approach-avoidance behaviors. We measured social approach-avoidance of prepubescent female C57BL/6J, DBA/2J, FVB/NJ, AKR/J, A/J, and BALB/cJ mice towards prepubescent DBA/2J female mice. C57BL/6J mice showed the greatest predominance of approach, while BALB/cJ mice showed the greatest predominance of avoidance. Thus, this phenotype is affected by spontaneous genetic variation in mice and can be measured in an assay useful for future neurogenetic studies.
Collapse
Affiliation(s)
- Edward S Brodkin
- Department of Psychiatry, University of Pennsylvania School of Medicine, 415 Curie Boulevard, Room 111, Philadelphia, PA 19104-6140, USA.
| | | | | | | |
Collapse
|
47
|
Peirce JL, Lu L, Gu J, Silver LM, Williams RW. A new set of BXD recombinant inbred lines from advanced intercross populations in mice. BMC Genet 2004; 5:7. [PMID: 15117419 PMCID: PMC420238 DOI: 10.1186/1471-2156-5-7] [Citation(s) in RCA: 364] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2004] [Accepted: 04/29/2004] [Indexed: 12/21/2022] Open
Abstract
Background Recombinant inbred (RI) strains are an important resource for mapping complex traits in many species. While large RI panels are available for Arabidopsis, maize, C. elegans, and Drosophila, mouse RI panels typically consist of fewer than 30 lines. This is a severe constraint on the power and precision of mapping efforts and greatly hampers analysis of epistatic interactions. Results In order to address these limitations and to provide the community with a more effective collaborative RI mapping panel we generated new BXD RI strains from two independent advanced intercrosses (AI) between C57BL/6J (B6) and DBA/2J (D2) progenitor strains. Progeny were intercrossed for 9 to 14 generations before initiating inbreeding, which is still ongoing for some strains. Since this AI base population is highly recombinant, the 46 advanced recombinant inbred (ARI) strains incorporate approximately twice as many recombinations as standard RI strains, a fraction of which are inevitably shared by descent. When combined with the existing BXD RI strains, the merged BXD strain set triples the number of previously available unique recombinations and quadruples the total number of recombinations in the BXD background. Conclusion The combined BXD strain set is the largest mouse RI mapping panel. It is a powerful tool for collaborative analysis of quantitative traits and gene function that will be especially useful to study variation in transcriptome and proteome data sets under multiple environments. Additional strains also extend the value of the extensive phenotypic characterization of the previously available strains. A final advantage of expanding the BXD strain set is that both progenitors have been sequenced, and approximately 1.8 million SNPs have been characterized. This provides unprecedented power in screening candidate genes and can reduce the effective length of QTL intervals. It also makes it possible to reverse standard mapping strategies and to explore downstream effects of known sequence variants.
Collapse
Affiliation(s)
- Jeremy L Peirce
- Center for Neuroscience Department of Anatomy and Neurobiology University of Tennessee Health Science Center 855 Monroe Avenue Memphis, Tennessee 38163 USA
- Louis Thomas Laboratory Department of Molecular Biology Washington Road Princeton University Princeton, NJ 08544 USA
| | - Lu Lu
- Center for Neuroscience Department of Anatomy and Neurobiology University of Tennessee Health Science Center 855 Monroe Avenue Memphis, Tennessee 38163 USA
| | | | - Lee M Silver
- Louis Thomas Laboratory Department of Molecular Biology Washington Road Princeton University Princeton, NJ 08544 USA
| | - Robert W Williams
- Center for Neuroscience Department of Anatomy and Neurobiology University of Tennessee Health Science Center 855 Monroe Avenue Memphis, Tennessee 38163 USA
| |
Collapse
|
48
|
Abstract
BACKGROUND Congenic mouse strains contain donor mouse strain DNA in genomes otherwise identical to a background strain. They can be used to identify defined chromosomal regions containing obesity genes with small effects. OBJECTIVE : The objective of this study was to discover congenic strains containing genes that influence body fat in mice and to examine interactions between these genes. DESIGN A survey of congenic strains showed that the B6.C-Tyr(c) H1(b) Hbb(d)/By (B6.C-H1) congenic strain, with a 24 centiMorgan (cM) donor region from strain BALB/cBy on chromosome 7, had 50% less fat than background C57BL/6By (B6By) mice. The congenic donor region was then divided into 11 smaller overlapping subcongenic regions. Genotype effects on obesity traits in the subcongenics were determined by breeding heterozygotes for each line and comparing phenotypes of littermates with different donor genotypes. RESULTS At least three subcongenic strains, two with overlapping donor regions and one with a nonoverlapping donor strain region, were found to exhibit significant influences of donor region genotype on obesity. A cross of the two overlapping subcongenics demonstrated that a single gene in the overlap region could not account for the observed obesity effects. We also observed significant obesity differences between genetically identical progeny that were contingent on the genotype of their subcongenic mothers. CONCLUSIONS These results demonstrate the existence of at least three genes influencing obesity in three subcongenic strains with donor strain chromosomal regions whose size ranges from 0.5 to 5 cM. A maternal effect gene influencing obesity may be present in some subcongenic strains.
Collapse
Affiliation(s)
- A L Diament
- Rowe Program in Genetics and Department of Pediatrics, University of California, Davis, CA 95616, USA
| | | |
Collapse
|
49
|
Holmes A, Lit Q, Murphy DL, Gold E, Crawley JN. Abnormal anxiety-related behavior in serotonin transporter null mutant mice: the influence of genetic background. GENES BRAIN AND BEHAVIOR 2004; 2:365-80. [PMID: 14653308 DOI: 10.1046/j.1601-1848.2003.00050.x] [Citation(s) in RCA: 256] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Serotonin transporter (5-HTT) null mutant mice provide a model system to study the role genetic variation in the 5-HTT plays in the regulation of emotion. Anxiety-like behaviors were assessed in 5-HTT null mutants with the mutation placed on either a B6 congenic or a 129S6 congenic background. Replicating previous findings, B6 congenic 5-HTT null mutants exhibited increased anxiety-like behavior and reduced exploratory locomotion on the light <--> dark exploration and elevated plus-maze tests. In contrast, 129S6 congenic 5-HTT null mutant mice showed no phenotypic abnormalities on either test. 5-HTT null mutants on the 129S6 background showed reduced 5-HT(1A) receptor binding (as measured by quantitative autoradiography) and reduced 5-HT(1A) receptor function (as measured by 8-OH-DPAT-induced hypothermia). These data confirm that the 5-HTT null mutation produced alterations in brain 5-HT function in mice on the 129S6 background, thereby discounting the possibility that the absence of an abnormal anxiety-like phenotype in these mice was due to a suppression of the mutation by 129 modifier genes. Anxiety-like behaviors in the light <--> dark exploration and elevated plus-maze tests were significantly higher in 129S6 congenic +/+ mice as compared to B6 congenic +/+ mice. This suggests that high baseline anxiety-like behavior in the 129S6 strain might have precluded detection of the anxiety-like effects of the 5-HTT null mutation on this background. Present findings provide further evidence linking genetic variation in the 5-HTT to abnormalities in mood and anxiety. Furthermore, these data highlight the utility of conducting behavioral phenotyping of mutant mice on multiple genetic backgrounds.
Collapse
Affiliation(s)
- A Holmes
- Laboratory of Behavioral Neuroscience, National Institute of Mental Health, Building 10, Room 4D11, Bethesda, MD 20892-1375, USA.
| | | | | | | | | |
Collapse
|
50
|
Affiliation(s)
- Craig H Warden
- Rowe Program in Genetics, Department of Pediatrics, University of California, Davis, California 95616, USA.
| | | | | |
Collapse
|