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Guzman M, Geuther BQ, Sabnis GS, Kumar V. Highly accurate and precise determination of mouse mass using computer vision. PATTERNS (NEW YORK, N.Y.) 2024; 5:101039. [PMID: 39568644 PMCID: PMC11573914 DOI: 10.1016/j.patter.2024.101039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 02/20/2024] [Accepted: 07/11/2024] [Indexed: 11/22/2024]
Abstract
Changes in body mass are key indicators of health in humans and animals and are routinely monitored in animal husbandry and preclinical studies. In rodent studies, the current method of manually weighing the animal on a balance causes at least two issues. First, directly handling the animal induces stress, possibly confounding studies. Second, these data are static, limiting continuous assessment and obscuring rapid changes. A non-invasive, continuous method of monitoring animal mass would have utility in multiple biomedical research areas. We combine computer vision with statistical modeling to demonstrate the feasibility of determining mouse body mass by using video data. Our methods determine mass with a 4.8% error across genetically diverse mouse strains with varied coat colors and masses. This error is low enough to replace manual weighing in most mouse studies. We conclude that visually determining rodent mass enables non-invasive, continuous monitoring, improving preclinical studies and animal welfare.
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Affiliation(s)
- Malachy Guzman
- The Jackson Laboratory, Bar Harbor, ME, USA
- Carleton College, Northfield, MN, USA
| | | | | | - Vivek Kumar
- The Jackson Laboratory, Bar Harbor, ME, USA
- School of Graduate Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, USA
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2
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Yang WW, Matyas JJ, Li Y, Lee H, Lei Z, Renn CL, Faden AI, Dorsey SG, Wu J. Dissecting Genetic Mechanisms of Differential Locomotion, Depression, and Allodynia after Spinal Cord Injury in Three Mouse Strains. Cells 2024; 13:759. [PMID: 38727295 PMCID: PMC11083625 DOI: 10.3390/cells13090759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 04/23/2024] [Accepted: 04/26/2024] [Indexed: 05/13/2024] Open
Abstract
Strain differences have been reported for motor behaviors, and only a subset of spinal cord injury (SCI) patients develop neuropathic pain, implicating genetic or genomic contribution to this condition. Here, we evaluated neuropsychiatric behaviors in A/J, BALB/c, and C57BL/6 male mice and tested genetic or genomic alterations following SCI. A/J and BALB/c naive mice showed significantly less locomotor activity and greater anxiety-like behavior than C57BL/6 mice. Although SCI elicited locomotor dysfunction, C57BL/6 and A/J mice showed the best and the worst post-traumatic recovery, respectively. Mild (m)-SCI mice showed deficits in gait dynamics. All moderate/severe SCI mice exhibited similar degrees of anxiety/depression. mSCI in BALB/c and A/J mice resulted in depression, whereas C57BL/6 mice did not exhibit depression. mSCI mice had significantly lower mechanical thresholds than their controls, indicating high cutaneous hypersensitivity. C57BL/6, but not A/J and BLAB/c mice, showed significantly lower heat thresholds than their controls. C57BL/6 mice exhibited spontaneous pain. RNAseq showed that genes in immune responses and wound healing were upregulated, although A/J mice showed the largest increase. The cell cycle and the truncated isoform of trkB genes were robustly elevated in SCI mice. Thus, different genomics are associated with post-traumatic recovery, underscoring the likely importance of genetic factors in SCI.
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Affiliation(s)
- Wendy W. Yang
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
| | - Jessica J. Matyas
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
| | - Yun Li
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
| | - Hangnoh Lee
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
| | - Zhuofan Lei
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
| | - Cynthia L. Renn
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (C.L.R.); (S.G.D.)
| | - Alan I. Faden
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
| | - Susan G. Dorsey
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (C.L.R.); (S.G.D.)
| | - Junfang Wu
- Department of Anesthesiology and Shock, Trauma and Anesthesiology Research Center (STAR), University of Maryland School of Medicine, Baltimore, MD 21201, USA; (W.W.Y.); (J.J.M.); (Y.L.); (Z.L.); (A.I.F.)
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Guzman M, Geuther B, Sabnis G, Kumar V. Highly Accurate and Precise Determination of Mouse Mass Using Computer Vision. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.30.573718. [PMID: 38318203 PMCID: PMC10843158 DOI: 10.1101/2023.12.30.573718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2024]
Abstract
Changes in body mass are a key indicator of health and disease in humans and model organisms. Animal body mass is routinely monitored in husbandry and preclinical studies. In rodent studies, the current best method requires manually weighing the animal on a balance which has at least two consequences. First, direct handling of the animal induces stress and can have confounding effects on studies. Second, the acquired mass is static and not amenable to continuous assessment, and rapid mass changes can be missed. A noninvasive and continuous method of monitoring animal mass would have utility in multiple areas of biomedical research. Here, we test the feasibility of determining mouse body mass using video data. We combine computer vision methods with statistical modeling to demonstrate the feasibility of our approach. Our methods determine mouse mass with 4.8% error across highly genetically diverse mouse strains, with varied coat colors and mass. This error is low enough to replace manual weighing with image-based assessment in most mouse studies. We conclude that visual determination of rodent mass using video enables noninvasive and continuous monitoring and can improve animal welfare and preclinical studies.
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Wu PY, Menta B, Visk A, Ryals JM, Christianson JA, Wright DE, Chadwick AL. The impact of foot shock-induced stress on pain-related behavior associated with burn injury. Burns 2021; 47:1896-1907. [PMID: 33958242 PMCID: PMC8526636 DOI: 10.1016/j.burns.2021.04.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 04/05/2021] [Accepted: 04/12/2021] [Indexed: 11/21/2022]
Abstract
Acute pain is prevalent following burn injury and can often transition to chronic pain. Prolonged acute pain is an important risk factor for chronic pain and there is little preclinical research to address this problem. Using a mouse model of second-degree burn, we investigated whether pre-existing stress influences pain(sensitivity) after a burn injury. We introduced a contribution of stress in two different ways: (1) the use of foot-shock as a pre-injury stressor or (2) the use of A/J mice to represent higher pre-existing stress compared to C57Bl/6 mice. C57Bl/6 and A/J mice were exposed to repeated mild foot shock to induce stress for 10 continuous days and mice underwent either burn injury or sham burn injury of the plantar surface of the right hind paw. Assessments of mechanical and thermal sensitivities of the injured and uninjured paw were conducted during the shock protocol and at intervals up to 82-day post-burn injury. In both strains of mice that underwent burn injury, thermal hypersensitivity and mechanical allodynia appeared rapidly in the ipsilateral paw. Mice that were stressed took much longer to recover their hind paw mechanical thresholds to baseline compared to non-stressed mice in both burn and non-burn groups. Analysis of the two mouse strains revealed that the recovery of mechanical thresholds in A/J mice which display higher levels of baseline anxiety was shorter than C57Bl/6 mice. No differences were observed regarding thermal sensitivities between strains. Our results support the view that stress exposure prior to burn injury affects mechanical and thermal thresholds and may be relevant to as a risk factor for the transition from acute to chronic pain. Finally, genetic differences may play a key role in modality-specific recovery following burn injury.
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Affiliation(s)
- Pau Yen Wu
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Blaise Menta
- Department of Biochemistry, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Alexander Visk
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Janelle M Ryals
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Julie A Christianson
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA; Department of Anesthesiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Douglas E Wright
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA; Department of Anesthesiology, University of Kansas Medical Center, Kansas City, KS 66160, USA.
| | - Andrea L Chadwick
- Department of Anesthesiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
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El-Khodor BF, James K, Chang Q, Zhang W, Loiselle YR, Panda C, Hanania T. Elevation of brain magnesium with Swiss chard and buckwheat extracts in an animal model of reduced magnesium dietary intake. Nutr Neurosci 2021; 25:2638-2649. [PMID: 34730480 DOI: 10.1080/1028415x.2021.1995119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Inadequate dietary magnesium (Mg) intake is a growing public health concern. Mg is critical for diverse metabolic processes including energy production, macromolecule biosynthesis, and electrolyte homeostasis. Inadequate free Mg2+ ion concentration ([Mg2+]) in the brain is associated with several neurological and behavioral disorders. Elevating [Mg2+]in the brain using oral Mg supplementation has proven to be challenging due to the tight regulation of Mg2+ transport to the brain. This study explored the effect of short-term moderate reduction in dietary Mg intake (87% of normal Mg diet for 30 days) on [Mg2+] in the cerebrospinal fluid (CSF) ([Mg2+]CSF) and red blood cells (RBCs) ([Mg2+]RBC) in adult male rats. In addition, we investigated the effectiveness of magnesium-rich blend of Swiss chard and buckwheat extracts (SC/BW extract) in increasing brain [Mg2+] compared to various Mg salts commonly used as dietary supplements. METHODS Animals were assigned to either normal or low Mg diet for 30 - 45 days. Following this, animals maintained on low Mg diet were supplemented with various Mg compounds. [Mg2+]CSF and [Mg2+]RBC were measured at baseline and following Mg administration. Anxiety-like behavior and cognitive function were also evaluated. RESULTS The present study showed that a short-term and moderate reduction in Mg dietary intake results in a significant decline in [Mg2+]CSF and [Mg2+]RBC and the emergence of anxiety-like behavior in comparison to animals maintained on normal Mg diet. Supplementation with SC/BW extract significantly elevated [Mg2+]CSF and improved animal performance in the novel object recognition test in comparison with animals maintained on reduced Mg intake and supplemented with various Mg compounds. DISCUSSION These observations indicate that brain [Mg2+] is more sensitive to a short-term and moderate reduction in Mg dietary intake than previously thought and emphasizes the importance of dietary Mg in replenishing brain Mg2+ reserves.
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Affiliation(s)
| | - Karma James
- Nutrition Innovation Center, Standard Process Inc., Kannapolis, NC, USA
| | | | - Wei Zhang
- Nutrition Innovation Center, Standard Process Inc., Kannapolis, NC, USA
| | - Yvette R Loiselle
- Nutrition Innovation Center, Standard Process Inc., Kannapolis, NC, USA
| | - Chinmayee Panda
- Nutrition Innovation Center, Standard Process Inc., Kannapolis, NC, USA
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van der Goot MH, Kooij M, Stolte S, Baars A, Arndt SS, van Lith HA. Incorporating inter-individual variability in experimental design improves the quality of results of animal experiments. PLoS One 2021; 16:e0255521. [PMID: 34351958 PMCID: PMC8341614 DOI: 10.1371/journal.pone.0255521] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 07/16/2021] [Indexed: 11/19/2022] Open
Abstract
Inter-individual variability in quantitative traits is believed to potentially inflate the quality of results in animal experimentation. Yet, to our knowledge this effect has not been empirically tested. Here we test whether inter-individual variability in emotional response within mouse inbred strains affects the outcome of a pharmacological experiment. Three mouse inbred strains (BALB/c, C57BL/6 and 129S2) were behaviorally characterized through repeated exposure to a mild aversive stimulus (modified Hole Board, five consecutive trials). A multivariate clustering procedure yielded two multidimensional response types which were displayed by individuals of all three strains. We show that systematic incorporation of these individual response types in the design of a pharmacological experiment produces different results from an experimental pool in which this variation was not accounted for. To our knowledge, this is the first study that empirically confirms that inter-individual variability affects the interpretation of behavioral phenotypes and may obscure experimental results in a pharmacological experiment.
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Affiliation(s)
- Marloes H. van der Goot
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
| | - Marieke Kooij
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
| | - Suzanne Stolte
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
| | - Annemarie Baars
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
| | - Saskia S. Arndt
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
| | - Hein A. van Lith
- Faculty of Veterinary Medicine, Department Population Health Sciences, Section Animals in Science and Society, Utrecht University, Utrecht, the Netherlands
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
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7
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van der Goot MH, Keijsper M, Baars A, Drost L, Hendriks J, Kirchhoff S, Lozeman-van T Klooster JG, van Lith HA, Arndt SS. Inter-individual variability in habituation of anxiety-related responses within three mouse inbred strains. Physiol Behav 2021; 239:113503. [PMID: 34153326 DOI: 10.1016/j.physbeh.2021.113503] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 03/26/2021] [Accepted: 06/16/2021] [Indexed: 12/18/2022]
Abstract
Inter-individual variability in behavioral and physiological response has become a well-established phenomenon in animal models of anxiety and other disorders. Such variability is even demonstrated within mouse inbred strains. A recent study showed that adaptive and non-adaptive anxiety phenotypes (measured as habituation and/or sensitization of anxiety responses) may differ within cohorts of 129 mice. This variability was expressed across both anxiety- and activity-related behavioral dimensions. These findings were based however on re-analysis of previously published data. The present study therefore aimed to empirically validate these findings in 129 mice. In addition, we assessed such inter-individuality in two other strains: BALB/c and C57BL/6. Males of three mouse inbred strains (BALB/c, C57BL/6 and 129S2) were behaviorally characterized through repeated exposure to a mild aversive stimulus (modified Hole Board, 4 consecutive trials). Behavioral observations were supplemented with assessment of circulating corticosterone levels. Clustering the individual response trajectories of behavioral and endocrine responses yielded two multidimensional response types of different adaptive value. Interestingly, these response types were displayed by individuals of all three strains. The response types differed significantly on anxiety and activity related behavioral dimensions but not on corticosterone concentrations. This study empirically confirms that adaptive capacities may differ within 129 cohorts. In addition, it extends this inter-individual variability in behavioral profiles to BALB/c and C57BL/6. Whether these two sub-types constitute differential anxiety phenotypes may differ per strain and requires further study.
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Affiliation(s)
- Marloes H van der Goot
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - Melissa Keijsper
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Annemarie Baars
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Lisa Drost
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Judith Hendriks
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Susanne Kirchhoff
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - José G Lozeman-van T Klooster
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Hein A van Lith
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Saskia S Arndt
- Section Animals in Science and Society, Department Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
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Foot shock stress generates persistent widespread hypersensitivity and anhedonic behavior in an anxiety-prone strain of mice. Pain 2021; 161:211-219. [PMID: 31568043 DOI: 10.1097/j.pain.0000000000001703] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A significant subset of patients with urologic chronic pelvic pain syndrome suffer from widespread, as well as pelvic, pain and experience mood-related disorders, including anxiety, depression, and panic disorder. Stress is a commonly reported trigger for symptom onset and exacerbation within these patients. The link between stress and pain is believed to arise, in part, from the hypothalamic-pituitary-adrenal axis, which regulates the response to stress and can influence the perception of pain. Previous studies have shown that stress exposure in anxiety-prone rats can induce both pelvic and widespread hypersensitivity. Here, we exposed female A/J mice, an anxiety-prone inbred murine strain, to 10 days of foot shock stress to determine stress-induced effects on sensitivity, anhedonia, and hypothalamic-pituitary-adrenal axis regulation and output. At 1 and 28 days after foot shock, A/J mice displayed significantly increased bladder sensitivity and hind paw mechanical allodynia. They also displayed anhedonic behavior, measured as reduced nest building scores and a decrease in sucrose preference during the 10-day foot shock exposure. Serum corticosterone was significantly increased at 1 day after foot shock, and bladder mast cell degranulation rates were similarly high in both sham- and shock-exposed mice. Bladder cytokine and growth factor mRNA levels indicated a persistent shift toward a proinflammatory environment after foot shock exposure. Together, these data suggest that chronic stress exposure in an anxiety-prone mouse strain may provide a useful translational model for understanding mechanisms that contribute to widespreadness of pain and increased comorbidity in a subset of patients with urologic chronic pelvic pain syndrome.
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van der Goot MH, Boleij H, van den Broek J, Salomons AR, Arndt SS, van Lith HA. An individual based, multidimensional approach to identify emotional reactivity profiles in inbred mice. J Neurosci Methods 2020; 343:108810. [PMID: 32574640 DOI: 10.1016/j.jneumeth.2020.108810] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 06/12/2020] [Accepted: 06/12/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Despite extensive environmental standardization and the use of genetically and microbiologically defined mice of similar age and sex, individuals of the same mouse inbred strain commonly differ in quantitative traits. This is a major issue as it affects the quality of experimental results. Standard analysis practices summarize numerical data by means and associated measures of dispersion, while individual values are ignored. Perhaps taking individual values into account in statistical analysis may improve the quality of results. NEW METHOD The present study re-inspected existing data on emotional reactivity profiles in 125 BALB/cJ and 129 mice, which displayed contrasting patterns of habituation and sensitization when repeatedly exposed to a novel environment (modified Hole Board). Behaviors were re-analyzed on an individual level, using a multivariate approach, in order to explore whether this yielded new information regarding subtypes of response, and their expression between and within strains. RESULTS Clustering individual mice across multiple behavioral dimensions identified two response profiles: a habituation and a sensitization cluster. COMPARISON WITH EXISTING METHOD(S) These retrospect analyses identified habituation and sensitization profiles that were similar to those observed in the original data but also yielded new information such as a more pronounced sensitization response. Also, it allowed for the identification of individuals that deviated from the predominant response profile within a strain. CONCLUSIONS The present approach allows for the behavioral characterization of experimental animals on an individual level and as such provides a valuable contribution to existing approaches that take individual variation into account in statistical analysis.
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Affiliation(s)
- Marloes H van der Goot
- Department Population Health Sciences, Unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
| | - Hetty Boleij
- Department Population Health Sciences, Unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Jan van den Broek
- Department Population Health Sciences, Unit Farm Animal Health, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Amber R Salomons
- Department Population Health Sciences, Unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Saskia S Arndt
- Department Population Health Sciences, Unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Hein A van Lith
- Department Population Health Sciences, Unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
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Inhibition of CorA-Dependent Magnesium Homeostasis Is Cidal in Mycobacterium tuberculosis. Antimicrob Agents Chemother 2019; 63:AAC.01006-19. [PMID: 31383669 DOI: 10.1128/aac.01006-19] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 08/02/2019] [Indexed: 01/24/2023] Open
Abstract
Mechanisms of magnesium homeostasis in Mycobacterium tuberculosis are poorly understood. Here, we describe the characterization of a pyrimidinetrione amide scaffold that disrupts magnesium homeostasis in the pathogen by direct binding to the CorA Mg2+/Co2+ transporter. Mutations in domains of CorA that are predicted to regulate the pore opening in response to Mg2+ ions conferred resistance to this scaffold. The pyrimidinetrione amides were cidal against the pathogen under both actively replicating and nonreplicating conditions in vitro and were efficacious against the organism during macrophage infection. However, the compound lacked efficacy in infected mice, possibly due to limited exposure. Our results indicate that inhibition of Mg2+ homeostasis by CorA is an attractive target for tuberculosis drug discovery and encourage identification of improved CorA inhibitors.
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Uysal N, Kizildag S, Yuce Z, Guvendi G, Kandis S, Koc B, Karakilic A, Camsari UM, Ates M. Timeline (Bioavailability) of Magnesium Compounds in Hours: Which Magnesium Compound Works Best? Biol Trace Elem Res 2019; 187:128-136. [PMID: 29679349 DOI: 10.1007/s12011-018-1351-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Accepted: 04/13/2018] [Indexed: 11/29/2022]
Abstract
Magnesium is an element of great importance functioning because of its association with many cellular physiological functions. The magnesium content of foods is gradually decreasing due to food processing, and magnesium supplementation for healthy living has become increasingly popular. However, data is very limited on the bioavailability of various magnesium preparations. The aim of this study is to investigate the bioavailability of five different magnesium compounds (magnesium sulfate, magnesium oxide, magnesium acetyl taurate, magnesium citrate, and magnesium malate) in different tissues. Following a single dose 400 mg/70 kg magnesium administration to Sprague Dawley rats, bioavailability was evaluated by examining time-dependent absorption, tissue penetration, and the effects on the behavior of the animals. Pharmacokinetically, the area under the curve calculation is highest in the magnesium malate. The magnesium acetyl taurate was found to have the second highest area under the curve calculation. Magnesium acetyl taurate was rapidly absorbed, able to pass through to the brain easily, had the highest tissue concentration level in the brain, and was found to be associated with decreased anxiety indicators. Magnesium malate levels remained high for an extended period of time in the serum. The commonly prescribed dietary supplements magnesium oxide and magnesium citrate had the lowest bioavailability when compared to our control group. More research is needed to investigate the bioavailability of magnesium malate and acetyl taurate compounds and their effects in specific tissues and on behavior.
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Affiliation(s)
- Nazan Uysal
- Medical Faculty, Department of Physiology, School of Medicine, Dokuz Eylul University, Balcova, Izmir, Turkey.
- College of Vocational School of Health Services, School of Medicine Izmir, Dokuz Eylul University, İzmir, Turkey.
| | - Servet Kizildag
- College of Vocational School of Health Services, School of Medicine Izmir, Dokuz Eylul University, İzmir, Turkey
| | - Zeynep Yuce
- Department of Medical Biology and Genetics, School of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Guven Guvendi
- Medical Faculty, Department of Physiology, School of Medicine, Dokuz Eylul University, Balcova, Izmir, Turkey
| | - Sevim Kandis
- Medical Faculty, Department of Physiology, School of Medicine, Dokuz Eylul University, Balcova, Izmir, Turkey
| | - Basar Koc
- Medical Faculty, Department of Physiology, School of Medicine, Dokuz Eylul University, Balcova, Izmir, Turkey
| | - Aslı Karakilic
- Medical Faculty, Department of Physiology, School of Medicine, Dokuz Eylul University, Balcova, Izmir, Turkey
| | - Ulas M Camsari
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Mehmet Ates
- College of Vocational School of Health Services, School of Medicine Izmir, Dokuz Eylul University, İzmir, Turkey
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Singh A, Trumpff C, Genkinger J, Davis A, Spann M, Werner E, Monk C. Micronutrient Dietary Intake in Latina Pregnant Adolescents and Its Association with Level of Depression, Stress, and Social Support. Nutrients 2017; 9:E1212. [PMID: 29113038 PMCID: PMC5707684 DOI: 10.3390/nu9111212] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 10/26/2017] [Accepted: 11/01/2017] [Indexed: 12/03/2022] Open
Abstract
Adolescent pregnant women are at greater risk for nutritional deficits, stress, and depression than their adult counterparts, and these risk factors for adverse pregnancy outcomes are likely interrelated. This study evaluated the prevalence of nutritional deficits in pregnant teenagers and assessed the associations among micronutrient dietary intake, stress, and depression. One hundred and eight pregnant Latina adolescents completed an Automated Self-Administered 24-hour dietary recall (ASA24) in the 2nd trimester. Stress was measured using the Perceived Stress Scale and the Prenatal Distress Questionnaire. Depressive symptoms were evaluated with the Reynolds Adolescent Depression Scale. Social support satisfaction was measured using the Social Support Questionnaire. More than 50% of pregnant teenagers had an inadequate intake (excluding dietary supplement) of folate, vitamin A, vitamin E, iron, zinc, calcium, magnesium, and phosphorous. Additionally, >20% of participants had an inadequate intake of thiamin, riboflavin, niacin, vitamin B6, vitamin B12, vitamin C, copper, and selenium. Prenatal supplement inclusion improved dietary intake for most micronutrients except for calcium, magnesium, and phosphorous, (>50% below the Estimated Average Requirement (EAR)) and for copper and selenium (>20% below the EAR). Higher depressive symptoms were associated with higher energy, carbohydrates, and fats, and lower magnesium intake. Higher social support satisfaction was positively associated with dietary intake of thiamin, riboflavin, niacin, vitamin B6, folate, vitamin B12, vitamin C, vitamin E, iron, and zinc. The findings suggest that mood and dietary factors are associated and should be considered together for health interventions during adolescent pregnancy for the young woman and her future child.
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Affiliation(s)
- Angelie Singh
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
- Medical School for International Health, Faculty of Health Sciences, Ben Gurion University of the Negev, Be'er Sheva 84105, Israel.
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
| | - Caroline Trumpff
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
| | - Jeanine Genkinger
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032, USA.
| | - Alida Davis
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
| | - Marisa Spann
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
- New York State Psychiatric Institute, New York, NY 10032, USA.
| | - Elizabeth Werner
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
- New York State Psychiatric Institute, New York, NY 10032, USA.
| | - Catherine Monk
- Division of Behavioral Medicine, Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA.
- New York State Psychiatric Institute, New York, NY 10032, USA.
- Department of Obstetrics and Gynecology, Columbia University Medical Center, New York, NY 10032, USA.
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Labots MM, Laarakker MCM, Schetters DD, Arndt SSS, van Lith HAH. An improved procedure for integrated behavioral z-scoring illustrated with modified Hole Board behavior of male inbred laboratory mice. J Neurosci Methods 2017; 293:375-388. [PMID: 28939008 DOI: 10.1016/j.jneumeth.2017.09.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 09/10/2017] [Accepted: 09/12/2017] [Indexed: 01/20/2023]
Abstract
BACKGROUND Guilloux et al. introduced: integrated behavioral z-scoring, a method for behavioral phenotyping of mice. Using this method multiple ethological variables can be combined to show an overall description of a certain behavioral dimension or motivational system. However, a problem may occur when the control group used for the calculation has a standard deviation of zero or when no control group is present to act as a reference group. NEW METHOD In order to solve these problems, an improved procedure is suggested: taking the pooled data as reference. For this purpose a behavioral study with male mice from three inbred strains was carried out. The integrated behavioral z-scoring methodology was applied, thereby taking five different reference group options. The outcome regarding statistical significance and practical importance was compared. RESULTS Significant effects and effect sizes were influenced by the choice of the reference group. In some cases it was impossible to use a certain population and condition, because one or more behavioral variables in question had a standard deviation of zero. Based on the improved method, male mice from the three inbred strains differed regarding activity and anxiety. COMPARISON WITH EXISTING METHOD Taking the method described by Guilloux et al. as basis, the present procedure improved the generalizability to all types of experimental designs in animal behavioral research. CONCLUSIONS To solve the aforementioned problems and to avoid getting the diagnosis of data manipulation, the pooled data (combining the data from all experimental groups in a study) as reference option is recommended.
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Affiliation(s)
- M Maaike Labots
- Department of Animals in Science and Society, Division of Animal Welfare & Laboratory Animal Science, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - M C Marijke Laarakker
- Department of Animals in Science and Society, Division of Animal Welfare & Laboratory Animal Science, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - D Dustin Schetters
- Department of Animals in Science and Society, Division of Animal Welfare & Laboratory Animal Science, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands.
| | - S S Saskia Arndt
- Department of Animals in Science and Society, Division of Animal Welfare & Laboratory Animal Science, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - H A Hein van Lith
- Department of Animals in Science and Society, Division of Animal Welfare & Laboratory Animal Science, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
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14
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Boyle NB, Lawton C, Dye L. The Effects of Magnesium Supplementation on Subjective Anxiety and Stress-A Systematic Review. Nutrients 2017; 9:E429. [PMID: 28445426 PMCID: PMC5452159 DOI: 10.3390/nu9050429] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 03/17/2017] [Accepted: 04/17/2017] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Anxiety related conditions are the most common affective disorders present in the general population with a lifetime prevalence of over 15%. Magnesium (Mg) status is associated with subjective anxiety, leading to the proposition that Mg supplementation may attenuate anxiety symptoms. This systematic review examines the available evidence for the efficacy of Mg supplementation in the alleviation of subjective measures of anxiety and stress. METHODS A systematic search of interventions with Mg alone or in combination (up to 5 additional ingredients) was performed in May 2016. Ovid Medline, PsychInfo, Embase, CINAHL and Cochrane databases were searched using equivalent search terms. A grey literature review of relevant sources was also undertaken. RESULTS 18 studies were included in the review. All reviewed studies recruited samples based upon an existing vulnerability to anxiety: mildly anxious, premenstrual syndrome (PMS), postpartum status, and hypertension. Four/eight studies in anxious samples, four/seven studies in PMS samples, and one/two studies in hypertensive samples reported positive effects of Mg on subjective anxiety outcomes. Mg had no effect on postpartum anxiety. No study administered a validated measure of subjective stress as an outcome. CONCLUSIONS Existing evidence is suggestive of a beneficial effect of Mg on subjective anxiety in anxiety vulnerable samples. However, the quality of the existing evidence is poor. Well-designed randomised controlled trials are required to further confirm the efficacy of Mg supplementation.
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Affiliation(s)
| | - Clare Lawton
- School of Psychology, University of Leeds, Leeds LS2 9JT, UK.
| | - Louise Dye
- School of Psychology, University of Leeds, Leeds LS2 9JT, UK.
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15
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Dmitrašinović G, Pešić V, Stanić D, Plećaš-Solarović B, Dajak M, Ignjatović S. ACTH, Cortisol and IL-6 Levels in Athletes following Magnesium Supplementation. J Med Biochem 2016; 35:375-384. [PMID: 28670189 PMCID: PMC5471632 DOI: 10.1515/jomb-2016-0021] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 05/13/2016] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Physical exercise activates the hypothalamo-pituitary-adrenal (HPA) axis and induces the body's inflammatory response. Due to contemporary dietary habits and increased energy expenditure, athletes are susceptible to depletion of magnesium ions. The aim of our study was to investigate, through assessment of plasma ACTH, serum IL-6, and salivary/serum cortisol levels, if chronic magnesium supplementation might reduce damaging stress effects in amateur rugby players. METHODS Rugby players (N=23) were randomly assigned to intervention and control group. Basal samples were collected before intervention group started a 4-week-long supplementation with magnesium (500 mg Mg/d). Blood and saliva sampling were done a day before the match (Day-1), on the morning of competition (Game), and during a six-day-long recovery period (Day1, Day3 and Day6). ACTH, serum/salivary cortisol, IL-6 and total/differential leukocytes counts were determined at each time point. RESULTS There was a statistically significant increase in ACTH concentration in intervention group compared to control group, while reductions in cortisol concentrations between the two groups were the greatest at Day-1 (p < 0.01) and at the day of competition (Game) (p < 0.01). Our results revealed that magnesium completely abolished the increase in IL-6 level noted in control group on Day1 and Day3 vs. Day-1 (p < 0.01) and also diminished the rise in neutrophil/lymphocyte ratio in intervention group vs. control group (p < 0.01). CONCLUSIONS These results suggest the possibly important influence magnesium supplementation might have on the change of parameters of HPA axis activity and reduction of immune response activation following strenuous physical exercise such as a rugby game.
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Affiliation(s)
- Gordana Dmitrašinović
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Belgrade, Serbia
| | - Vesna Pešić
- Department of Physiology, Faculty of Pharmacy, University of Belgrade, Belgrade, Serbia
| | - Dušanka Stanić
- Department of Physiology, Faculty of Pharmacy, University of Belgrade, Belgrade, Serbia
| | | | - Marijana Dajak
- Center for Medical Biochemistry, Clinical Center of Serbia, Belgrade, Serbia
| | - Svetlana Ignjatović
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Belgrade, Serbia.,Center for Medical Biochemistry, Clinical Center of Serbia, Belgrade, Serbia
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Młyniec K, Gaweł M, Doboszewska U, Starowicz G, Nowak G. The Role of Elements in Anxiety. VITAMINS AND HORMONES 2016; 103:295-326. [PMID: 28061974 DOI: 10.1016/bs.vh.2016.09.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Elements (bioelements) are necessary factors required for the physiological function of organisms. They are critically involved in fundamental processes of life. Extra- and intracellular message and metabolic pathway factors as well as structural components include one or many elements in their functional structure. Recent years have seen an intensification in terms of knowledge gained about the roles of elements in anxiety disorders. In this chapter we present a review of the most important current data concerning the involvement of zinc, magnesium, copper, lithium, iron, and manganese, and their deficiency, in the pathophysiology and treatment of anxiety.
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Affiliation(s)
- K Młyniec
- Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland.
| | - M Gaweł
- Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland
| | - U Doboszewska
- Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland
| | - G Starowicz
- Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland
| | - G Nowak
- Faculty of Pharmacy, Jagiellonian University Medical College, Krakow, Poland
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17
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Labots M, Laarakker MC, Ohl F, van Lith HA. Consomic mouse strain selection based on effect size measurement, statistical significance testing and integrated behavioral z-scoring: focus on anxiety-related behavior and locomotion. BMC Genet 2016; 17:95. [PMID: 27357390 PMCID: PMC4928255 DOI: 10.1186/s12863-016-0411-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 06/24/2016] [Indexed: 11/16/2022] Open
Abstract
Background Selecting chromosome substitution strains (CSSs, also called consomic strains/lines) used in the search for quantitative trait loci (QTLs) consistently requires the identification of the respective phenotypic trait of interest and is simply based on a significant difference between a consomic and host strain. However, statistical significance as represented by P values does not necessarily predicate practical importance. We therefore propose a method that pays attention to both the statistical significance and the actual size of the observed effect. The present paper extends on this approach and describes in more detail the use of effect size measures (Cohen’s d, partial eta squared - ηp2) together with the P value as statistical selection parameters for the chromosomal assignment of QTLs influencing anxiety-related behavior and locomotion in laboratory mice. Results The effect size measures were based on integrated behavioral z-scoring and were calculated in three experiments: (A) a complete consomic male mouse panel with A/J as the donor strain and C57BL/6J as the host strain. This panel, including host and donor strains, was analyzed in the modified Hole Board (mHB). The consomic line with chromosome 19 from A/J (CSS-19A) was selected since it showed increased anxiety-related behavior, but similar locomotion compared to its host. (B) Following experiment A, female CSS-19A mice were compared with their C57BL/6J counterparts; however no significant differences and effect sizes close to zero were found. (C) A different consomic mouse strain (CSS-19PWD), with chromosome 19 from PWD/PhJ transferred on the genetic background of C57BL/6J, was compared with its host strain. Here, in contrast with CSS-19A, there was a decreased overall anxiety in CSS-19PWD compared to C57BL/6J males, but not locomotion. Conclusions This new method shows an improved way to identify CSSs for QTL analysis for anxiety-related behavior using a combination of statistical significance testing and effect sizes. In addition, an intercross between CSS-19A and CSS-19PWD may be of interest for future studies on the genetic background of anxiety-related behavior. Electronic supplementary material The online version of this article (doi:10.1186/s12863-016-0411-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- M Labots
- Division of Animal Welfare & Laboratory Animal Science, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, P.O. Box 80166, 3508 TD, Utrecht, The Netherlands. .,Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - M C Laarakker
- Division of Animal Welfare & Laboratory Animal Science, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, P.O. Box 80166, 3508 TD, Utrecht, The Netherlands.,Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Present Address: Boston Scientific Nederland B.V., Nieuwegein, The Netherlands
| | - F Ohl
- Division of Animal Welfare & Laboratory Animal Science, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, P.O. Box 80166, 3508 TD, Utrecht, The Netherlands.,Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - H A van Lith
- Division of Animal Welfare & Laboratory Animal Science, Department of Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, P.O. Box 80166, 3508 TD, Utrecht, The Netherlands.,Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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18
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Labots M, Zheng X, Moattari G, Lozeman-van’t Klooster J, Baars J, Hesseling P, Lavrijsen M, Kirchhoff S, Ohl F, van Lith H. Substrain and light regime effects on integrated anxiety-related behavioral z-scores in male C57BL/6 mice—Hypomagnesaemia has only a small effect on avoidance behavior. Behav Brain Res 2016; 306:71-83. [DOI: 10.1016/j.bbr.2016.01.060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 01/22/2016] [Accepted: 01/30/2016] [Indexed: 12/17/2022]
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19
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Vied C, Ray S, Badger CD, Bundy JL, Arbeitman MN, Nowakowski RS. Transcriptomic analysis of the hippocampus from six inbred strains of mice suggests a basis for sex-specific susceptibility and severity of neurological disorders. J Comp Neurol 2016; 524:2696-710. [DOI: 10.1002/cne.23989] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Revised: 02/12/2016] [Accepted: 02/18/2016] [Indexed: 12/13/2022]
Affiliation(s)
- Cynthia Vied
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
| | - Surjyendu Ray
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
- Department of Computer Science; Florida State University; Tallahassee Florida 32306
| | - Crystal-Dawn Badger
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
| | - Joseph L. Bundy
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
| | - Michelle N. Arbeitman
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
- Center for Genomics and Personalized Medicine; Florida State University; Tallahassee Florida 32306
| | - Richard S. Nowakowski
- Department of Biomedical Sciences, College of Medicine; Florida State University; Tallahassee Florida 32306
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20
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Yary T, Lehto SM, Tolmunen T, Tuomainen TP, Kauhanen J, Voutilainen S, Ruusunen A. Dietary magnesium intake and the incidence of depression: A 20-year follow-up study. J Affect Disord 2016; 193:94-8. [PMID: 26771950 DOI: 10.1016/j.jad.2015.12.056] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 12/22/2015] [Accepted: 12/26/2015] [Indexed: 11/25/2022]
Abstract
BACKGROUND Depression is a major global public health concern. The aetiology of depression is partly unclear; however, intake of nutrients, such as magnesium, have been suggested to affect depressive symptoms and modify depression risk. METHODS This research is a part of the Kuopio Ischemic Heart Disease Risk Factor (KIHD) Study, conducted on a sample of 2320 Eastern Finnish men aged 42-61 years old at the baseline. Magnesium intake was assessed by a 4-day food record. Hospital discharge diagnosis of unipolar depressive disorder was used as an outcome variable. RESULTS Participants in the middle tertile of dietary magnesium intake had a statistically significantly decreased risk of getting a hospital discharge diagnosis of depression compared to participants in the lowest tertile of magnesium intake (HR 0.49, CI 0.25-0.95, P=0.035) in the prospective setting after multivariable adjustments. In addition, an inverse association between magnesium intake and the risk of depression was found when the combined middle and highest tertiles of magnesium intake were compared with the lowest tertile (HR 0.53, CI 0.29-0.95, P=0.033). LIMITATIONS Our findings may not be generalizable to individuals below middle-age or women. Moreover, we were unable to consider cases with mild depression in the longitudinal setting. CONCLUSIONS The results of this study suggest that magnesium intake may have an effect on the risk to develop depression. Further studies are needed to investigate whether sufficient magnesium intake could have implications for prevention or treatment of depression.
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Affiliation(s)
- Teymoor Yary
- University of Eastern Finland, Institute of Public Health and Clinical Nutrition, P.O. Box 1627, 70211 Kuopio, Finland
| | - Soili M Lehto
- Institute of Clinical Medicine, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland; Department of Psychiatry, Kuopio University Hospital, P.O. Box 100, 70029, KYS, Kuopio, Finland
| | - Tommi Tolmunen
- Department of Psychiatry, Kuopio University Hospital, P.O. Box 100, 70029, KYS, Kuopio, Finland
| | - Tomi-Pekka Tuomainen
- University of Eastern Finland, Institute of Public Health and Clinical Nutrition, P.O. Box 1627, 70211 Kuopio, Finland
| | - Jussi Kauhanen
- University of Eastern Finland, Institute of Public Health and Clinical Nutrition, P.O. Box 1627, 70211 Kuopio, Finland
| | - Sari Voutilainen
- University of Eastern Finland, Institute of Public Health and Clinical Nutrition, P.O. Box 1627, 70211 Kuopio, Finland
| | - Anu Ruusunen
- Department of Psychiatry, Kuopio University Hospital, P.O. Box 100, 70029, KYS, Kuopio, Finland.
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Labots M, Van Lith HA, Ohl F, Arndt SS. The modified hole board--measuring behavior, cognition and social interaction in mice and rats. J Vis Exp 2015:52529. [PMID: 25938188 PMCID: PMC4541485 DOI: 10.3791/52529] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
This protocol describes the modified hole board (mHB), which combines features from a traditional hole board and open field and is designed to measure multiple dimensions of unconditioned behavior in small laboratory mammals (e.g., mice, rats, tree shrews and small primates). This paradigm is a valuable alternative for the use of a behavioral test battery, since a broad behavioral spectrum of an animal's behavioral profile can be investigated in one single test. The apparatus consists of a box, representing the 'protected' area, separated from a group compartment. A board, on which small cylinders are staggered in three lines, is placed in the center of the box, representing the 'unprotected' area of the set-up. The cognitive abilities of the animals can be measured by baiting some cylinders on the board and measuring the working and reference memory. Other unconditioned behavior, such as activity-related-, anxiety-related- and social behavior, can be observed using this paradigm. Behavioral flexibility and the ability to habituate to a novel environment can additionally be observed by subjecting the animals to multiple trials in the mHB, revealing insight into the animals' adaptive capacities. Due to testing order effects in a behavioral test battery, naïve animals should be used for each individual experiment. By testing multiple behavioral dimensions in a single paradigm and thereby circumventing this issue, the number of experimental animals used is reduced. Furthermore, by avoiding social isolation during testing and without the need to food deprive the animals, the mHB represents a behavioral test system, inducing if any, very low amount of stress.
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Affiliation(s)
- Maaike Labots
- Department of Animals in Science and Society, Utrecht University; Brain Center Rudolf Magnus;
| | - Hein A Van Lith
- Department of Animals in Science and Society, Utrecht University; Brain Center Rudolf Magnus
| | - Frauke Ohl
- Department of Animals in Science and Society, Utrecht University; Brain Center Rudolf Magnus
| | - Saskia S Arndt
- Department of Animals in Science and Society, Utrecht University; Brain Center Rudolf Magnus
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Effects of chemokine receptor signalling on cognition-like, emotion-like and sociability behaviours of CCR6 and CCR7 knockout mice. Behav Brain Res 2013; 261:31-9. [PMID: 24333375 DOI: 10.1016/j.bbr.2013.12.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Revised: 11/29/2013] [Accepted: 12/05/2013] [Indexed: 01/27/2023]
Abstract
Inflammation is regarded as an important mechanism of neuropsychiatric disorders. Chemokines, which are a part of the immune system, have effects on various aspects of brain function, but little is known about their effects on behaviour. We have compared the cognition-like behaviour (learning and spatial memory) of CCR6(-/-) and CCR7(-/-) mice with wild type (WT) C57BL/6 mice, in the Barnes maze, as well as a range of other behaviours, including exploratory, anxiety and depression-like behaviour, using a battery of tests. Levels of cytokines TNF-α, IL-1β and IL-6 were also measured. In the Barnes maze, CCR7(-/-) mice were shown to take longer to learn the location of the escape box on the 1st of 4 days of training. In the behavioural battery, CCR6(-/-) mice showed higher locomotor activity and lower anxiety in the open field test, and a lack of preference for social novelty in a sociability test. CCR7(-/-) mice behaved much like WT mice, although showed higher anxiety in Elevated Zero Maze. While baseline saccharin preference in a 2-bottle choice test, a test for anhedonia depression-like behaviour, was equal in all strains at baseline, weekly tests showed that both CCR6(-/-) and CCR7(-/-) mice developed a decreased preference for saccharin compared to WT over time. There were no differences between strains in any of the cytokines measured. These results suggest that chemokine receptors may play a role in cognition and learning behaviour, as well as anxiety and other behaviours, although the biological mechanisms are still unclear.
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Kamal A, Ramakers GMJ, Altinbilek B, Kas MJH. Social isolation stress reduces hippocampal long-term potentiation: effect of animal strain and involvement of glucocorticoid receptors. Neuroscience 2013; 256:262-70. [PMID: 24161282 DOI: 10.1016/j.neuroscience.2013.10.016] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Accepted: 10/09/2013] [Indexed: 01/02/2023]
Abstract
BACKGROUND Depressive patients show cognitive impairments that are strongly associated with cortisol levels and hippocampus functioning that interact via unknown mechanisms. In addition, a relation between depression and hippocampal synaptic plasticity was described. METHODS In the first experiment, strain-dependent effects of 72-h social isolation on long-term potentiation (LTP) in the CA1 area of the in vitro hippocampus, was determined. Extracellular field excitatory postsynaptic potentials were recorded and a brief high-frequency stimulation (100 Hz, 1s) was applied and recording resumed after the high frequency stimulation (HFS) for 30 min to determine the effect of HFS. In the second experiment we investigated the effect of 72 h of corticosterone treatment and the involvement of glucocorticoid receptors (GRs) in the effect of 72 h of social isolation on LTP in the CA1 area of hippocampus, in vitro. RESULTS Genetic background has a major effect on the level of hippocampal LTP impairment in mice following social isolation. Data showed that the potentiation levels in socially housed (SH) A/J mice were significantly higher than the SH C57BL/6J mice (224.88 ± 16.65, 131.56 ± 6.25% of the baseline values, t(9)=2.648, p=0.026). However, both strains showed depressed induction of potentiation when reared in an isolated environment for 72 h, and no significant difference was recorded between the two (112.88 ± 16.65%, and 117.91 ± 3.23% of the baseline values, respectively, t(10)=0.618, p=0.551). Social isolation increased corticosterone levels significantly and chronic corticosterone infusion in SH phenocopied the LTP impairments observed in socially isolated mice. Infusion of the GR antagonist RU38486 rescued the LTP-impairments following social isolation. CONCLUSIONS These findings support the notion that increased levels of stress hormone act via the GR on hippocampal functioning and that, in this way, the cognitive deficits in mood disorders may be restored.
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Affiliation(s)
- A Kamal
- Rudolf Magnus Institute of Neurosciences, Department of Neuroscience and Pharmacology, UMC Utrecht, Utrecht, The Netherlands; Arabian Gulf University, College of Medicine and Medical Sciences, Department of Physiology, Manama, Bahrain.
| | - G M J Ramakers
- Rudolf Magnus Institute of Neurosciences, Department of Neuroscience and Pharmacology, UMC Utrecht, Utrecht, The Netherlands
| | - B Altinbilek
- Rudolf Magnus Institute of Neurosciences, Department of Neuroscience and Pharmacology, UMC Utrecht, Utrecht, The Netherlands
| | - M J H Kas
- Rudolf Magnus Institute of Neurosciences, Department of Neuroscience and Pharmacology, UMC Utrecht, Utrecht, The Netherlands
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Karl T. Neuregulin 1: a prime candidate for research into gene-environment interactions in schizophrenia? Insights from genetic rodent models. Front Behav Neurosci 2013; 7:106. [PMID: 23966917 PMCID: PMC3744031 DOI: 10.3389/fnbeh.2013.00106] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 07/29/2013] [Indexed: 11/13/2022] Open
Abstract
Schizophrenia is a multi-factorial disease characterized by a high heritability and environmental risk factors. In recent years, an increasing number of researchers worldwide have started investigating the “two-hit hypothesis” of schizophrenia predicting that genetic and environmental risk factors (GxE) interactively cause the development of the disorder. This work is starting to produce valuable new animal models and reveal novel insights into the pathophysiology of schizophrenia. This mini review will focus on recent advancements in the field made by challenging mutant and transgenic rodent models for the schizophrenia candidate gene neuregulin 1 (NRG1) with particular environmental factors. It will outline results obtained from mouse and rat models for various Nrg1 isoforms/isoform types (e.g., transmembrane domain Nrg1, Type II Nrg1), which have been exposed to different forms of stress (acute versus chronic, restraint versus social) and housing conditions (standard laboratory versus minimally enriched housing). These studies suggest Nrg1 as a prime candidate for GxE interactions in schizophrenia rodent models and that the use of rodent models will enable a better understanding of GxE interactions and the underlying mechanisms.
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Affiliation(s)
- Tim Karl
- Neuroscience Research Australia Randwick, NSW, Australia ; Schizophrenia Research Institute Darlinghurst, NSW, Australia ; School of Medical Sciences, University of New South Wales NSW, Australia
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Assessing anxiety in C57BL/6J mice: a pharmacological characterization of the zero maze test. J Pharmacol Toxicol Methods 2013; 68:275-283. [PMID: 23499652 DOI: 10.1016/j.vascn.2013.02.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2013] [Revised: 02/09/2013] [Accepted: 02/19/2013] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Anxiety disorders affect the quality of life and good health of millions of people over the world. Because clinical trials are expensive and frequently show high rates of placebo responses, animal models have become an important tool for drug discovery and brain research. Zero maze is a commonly used test to assess anxiety-like levels in mice, being the C57BL/6J strain one of the most widely used. However, only few studies have focused on the pharmacological characterization of this strain in the various anxiety tests. METHODS In this study, we analyzed the changes in the anxiety-like behaviors of mice exposed to chlordiazepoxide (CLZ), as an anxiolytic drug, at doses of 2.5, 5 and 10mg/kg, picrotoxine (PTX), as an anxiogenic drug, at doses of 0.5, 1 and 2mg/kg, and methylphenidate (MPH), as a psychomotor stimulant, at doses of 2.5, 5 and 10mg/kg. Data were hand recorded in situ by an observer and through a camcorder by computer software. RESULTS Results showed that CLZ and MPH had an anxiogenic effect at the two highest doses. Only CLZ at 2.5mg/kg reduced the anxiety-like levels of mice. Moreover, PTX exerted an anxiogenic effect in mice only at 2mg/kg. The drugs affecting the anxiety-like levels also affected the activity levels. Thus, the differences might have been mediated by changes in activity levels. DISCUSSION Globally, these data demonstrate that the results obtained from the zero maze test are difficult to interpret when the C57BL/6J strain is used. On the other hand, high doses of substances that interact with the GABAergic system, as CLZ, can produce sedation in these mice. In contrast, high doses of GABAA antagonists, as PTX, are necessary if anxiogenic effects should be observed. Further investigations with this strain are necessary in order to corroborate the results of the present study.
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de Haas R, Seddik A, Oppelaar H, Westenberg HGM, Kas MJH. Marked inbred mouse strain difference in the expression of quinpirole induced compulsive like behavior based on behavioral pattern analysis. Eur Neuropsychopharmacol 2012; 22:657-63. [PMID: 22326620 DOI: 10.1016/j.euroneuro.2012.01.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2011] [Revised: 11/25/2011] [Accepted: 01/12/2012] [Indexed: 10/28/2022]
Abstract
Obsessive-compulsive disorder (OCD) is a chronic and complex psychiatric disorder with a lifetime prevalence of 2-3%. Recent work has shown that OCD rituals were not only characterized by a high rate of repetition but also by an increased behavioral repertoire due to additional non-functional unique acts. These two behavioral characteristics may provide an ethological basis for studying compulsive behavior in an animal model of OCD. Here, quinpirole induced behavior (so far only investigated in rats) has been studied in A/J and C57BL/6J mice by using behavioral pattern analysis. The aim of this study is to investigate whether genetic background is mediating this behavior. Results showed that open field motor activity levels of saline treated C57BL/6J mice was significantly higher compared to A/J treated saline mice. Long-term quinpirole treatment increased open field motor activity levels in A/J, but not in C57BL/6J. Quinpirole treatment induced a strain dependent difference in behavioral repertoire. There was a dose dependent increase in the number of different behavioral patterns in A/J, whereas, in C57BL/6J there was a dose dependent decrease. This data suggest that genetic background is important in expressing quinpirole induced compulsive like behavior. Following quinpirole treatment, A/J mice express a greater behavioral repertoire with a high rate of repetition. This phenotype resembles that of OCD rituals in patients and indicates that this strain is very interesting to further validate for studying neurobiological mechanisms of compulsive behavior.
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Affiliation(s)
- Ria de Haas
- Department of Neuroscience and Pharmacology, UMC Utrecht, Rudolf Magnus Institute of Neuroscience, The Netherlands.
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27
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The response of neuregulin 1 mutant mice to acute restraint stress. Neurosci Lett 2012; 515:82-6. [PMID: 22450046 DOI: 10.1016/j.neulet.2012.03.024] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 02/28/2012] [Accepted: 03/09/2012] [Indexed: 11/21/2022]
Abstract
Stress plays a role in the development and severity of psychotic symptoms and there may be a genetic component to stress vulnerability in schizophrenia. Using an established mouse model for schizophrenia, we investigated the behavioural and endocrine response of Nrg1 transmembrane domain mutant mice (Nrg1 HET) and wild type-like (WT) littermates to acute restraint stress. Animals were screened at 3-4 months and 6-7 months of age (before and after onset of hyperlocomotion) for open field behaviour and serum corticosterone levels. In younger mice, stress reduced locomotive and explorative measures and increased anxiety-like behaviour regardless of genotype. Older Nrg1 mutants were less susceptible to the effects of stress on anxiety-related behaviours. All mice responded to restraint stress with robust increases in serum corticosterone. Importantly, the stress-induced increase in corticosterone was more pronounced in Nrg1 mutant than WT mice at the younger but not the older age. Our results suggest that transmembrane domain Nrg1 has only a moderate effect on the acute stress response of mice. The behavioural differences detected between WT and Nrg1 HET mice at the older age were evident without parallel modifications to the glucocorticoid system.
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Pjetri E, Adan RA, Herzog H, de Haas R, Oppelaar H, Spierenburg HA, Olivier B, Kas MJ. NPY receptor subtype specification for behavioral adaptive strategies during limited food access. GENES BRAIN AND BEHAVIOR 2011; 11:105-12. [PMID: 21923762 DOI: 10.1111/j.1601-183x.2011.00732.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The neuropeptide Y (NPY) system in the brain regulates a wide variety of behavioral, metabolic and hormonal homeostatic processes required for energy balance control. During times of limited food availability, NPY promotes behavioral hyperactivity necessary to explore and prepare for novel food resources. As NPY can act via 5 different receptor subtypes, we investigated the path through which NPY affects different behavioral components relevant for adaptation to such conditions. We tested NPY Y1 and Y2 receptor knockout mice and their wild-type littermate controls in a daily scheduled limited food access paradigm with unlimited access to running wheel. Here we show that NPY Y1 receptor deficient mice lack the expression of appetitive behavior and that NPY Y2 receptors control the level of hyperactive behavior under these conditions. Thus, receptor specificity determines the differential expression of NPY-mediated behavioral adaptations to overcome a negative energy status.
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Affiliation(s)
- E Pjetri
- Rudolf Magnus Institute of Neuroscience, Department of Neuroscience and Pharmacology, University Medical Centre Utrecht, Utrecht, The Netherlands
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Sartori SB, Whittle N, Hetzenauer A, Singewald N. Magnesium deficiency induces anxiety and HPA axis dysregulation: modulation by therapeutic drug treatment. Neuropharmacology 2011; 62:304-12. [PMID: 21835188 PMCID: PMC3198864 DOI: 10.1016/j.neuropharm.2011.07.027] [Citation(s) in RCA: 95] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2011] [Revised: 07/16/2011] [Accepted: 07/18/2011] [Indexed: 01/12/2023]
Abstract
Preclinical and some clinical studies suggest a relationship between perturbation in magnesium (Mg2+) homeostasis and pathological anxiety, although the underlying mechanisms remain largely unknown. Since there is evidence that Mg2+ modulates the hypothalamic-pituitary adrenal (HPA) axis, we tested whether enhanced anxiety-like behaviour can be reliably elicited by dietary Mg2+ deficiency and whether Mg2+ deficiency is associated with altered HPA axis function. Compared with controls, Mg2+ deficient mice did indeed display enhanced anxiety-related behaviour in a battery of established anxiety tests. The enhanced anxiety-related behaviour of Mg2+ deficient mice was sensitive to chronic desipramine treatment in the hyponeophagia test and to acute diazepam treatment in the open arm exposure test. Mg2+ deficiency caused an increase in the transcription of the corticotropin releasing hormone in the paraventricular hypothalamic nucleus (PVN), and elevated ACTH plasma levels, pointing to an enhanced set-point of the HPA axis. Chronic treatment with desipramine reversed the identified abnormalities of the stress axis. Functional mapping of neuronal activity using c-Fos revealed hyper-excitability in the PVN of anxious Mg2+ deficient mice and its normalisation through diazepam treatment. Overall, the present findings demonstrate the robustness and validity of the Mg2+ deficiency model as a mouse model of enhanced anxiety, showing sensitivity to treatment with anxiolytics and antidepressants. It is further suggested that dysregulations in the HPA axis may contribute to the hyper-emotionality in response to dietary induced hypomagnesaemia. This article is part of a Special Issue entitled ‘Anxiety and Depression’.
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Affiliation(s)
- S B Sartori
- Department of Pharmacology and Toxicology, Institute of Pharmacy, and Centre for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Peter-Mayr-Strasse 1, A-6020 Innsbruck, Austria.
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Sartori SB, Landgraf R, Singewald N. The clinical implications of mouse models of enhanced anxiety. FUTURE NEUROLOGY 2011; 6:531-571. [PMID: 21901080 PMCID: PMC3166843 DOI: 10.2217/fnl.11.34] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Mice are increasingly overtaking the rat model organism in important aspects of anxiety research, including drug development. However, translating the results obtained in mouse studies into information that can be applied in clinics remains challenging. One reason may be that most of the studies so far have used animals displaying 'normal' anxiety rather than 'psychopathological' animal models with abnormal (elevated) anxiety, which more closely reflect core features and sensitivities to therapeutic interventions of human anxiety disorders, and which would, thus, narrow the translational gap. Here, we discuss manipulations aimed at persistently enhancing anxiety-related behavior in the laboratory mouse using phenotypic selection, genetic techniques and/or environmental manipulations. It is hoped that such models with enhanced construct validity will provide improved ways of studying the neurobiology and treatment of pathological anxiety. Examples of findings from mouse models of enhanced anxiety-related behavior will be discussed, as well as their relation to findings in anxiety disorder patients regarding neuroanatomy, neurobiology, genetic involvement and epigenetic modifications. Finally, we highlight novel targets for potential anxiolytic pharmacotherapeutics that have been established with the help of research involving mice. Since the use of psychopathological mouse models is only just beginning to increase, it is still unclear as to the extent to which such approaches will enhance the success rate of drug development in translating identified therapeutic targets into clinical trials and, thus, helping to introduce the next anxiolytic class of drugs.
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Affiliation(s)
- Simone B Sartori
- Department of Pharmacology & Toxicology, Institute of Pharmacy & Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Peter-Mayr-Street 1, A-6020, Innsbruck, Austria
| | - Rainer Landgraf
- Max Planck Institute of Psychiatry, Department of Behavioral Neuroendocrinology, Munich, Germany
| | - Nicolas Singewald
- Department of Pharmacology & Toxicology, Institute of Pharmacy & Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, Peter-Mayr-Street 1, A-6020, Innsbruck, Austria
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