Cited by 26Neuroinflammation and Neurodegeneration MechanismsStress Responses and CortisolTryptophan and brain disorders

Differences in microglia morphological profiles reflect divergent emotional temperaments: insights from a selective breeding model

Open access
Maras, Pamela M., Hebda-Bauer, Elaine K., Hagenauer, Megan H., Hilde, Kathryn L., Blandino, Peter, Watson, Stanley J., Akil, Huda·2022·Translational Psychiatry

Published version of a preprint

Abstract

Microglia play critical roles in healthy brain development and function, as well as the neuropathology underlying a range of brain diseases. Despite evidence for a role of microglia in affective regulation and mood disorders, little is known regarding how variation in microglia status relates to individual differences in emotionality. Using a selective breeding model, we have generated rat lines with unique temperamental phenotypes that reflect broad emotional traits: bred low responder rats (bLRs) are novelty-averse and model a passive coping style, whereas bred high responder rats (bHRs) are highly exploratory and model an active coping style. To identify a functional role of microglia in these phenotypes, we administered minocycline, an antibiotic with potent microglia inhibiting properties and observed shifts in forced swim, sucrose preference, and social interaction behaviors in bLRs. Using detailed anatomical analyses, we compared hippocampal microglia profiles of bHRs and bLRs and found that although the lines had similar numbers of microglia, selective breeding was associated with a shift in the morphological features of these cells. Specifically, microglia from bLRs were characterized by a hyper-ramified morphology, with longer processes and more complicated branching patterns than microglia from bHRs. This morphology is thought to reflect an early stage of microglia activation and suggests that bLR microglia are in a reactive state even when animals are not overtly challenged. Taken together, our results provide novel evidence linking variation in inborn temperament with differences in the baseline status of microglia and implicate a role for microglia in shaping enduring emotional characteristics.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s41398-022-01821-4

Cites

13 of 13 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 75

  1. [1]Geyer M, Jolla L, Ellenbroek B, Marsden C. Current topics in behavioral neurosciences. Germany: Springer; 2010.
  2. [2]Hink LK Rhee SH Corley RP Cosgrove VE Hewitt JK Schulz-Heik RJ Personality dimensions as common and broadband-specific features for internalizing and externalizing disorders J Abnorm Child Psychol. 2013 41 939 57 23474797 PMC3708976
  3. [3]Turner CA, Flagel SB, Blandino P, Watson SJ, Akil H. Utilizing a unique animal model to better understand human temperament. Curr Opin Behav Sci. 2017. 10.1016/j.cobeha.2017.02.002. PMC5616177 28966969 · DOI
  4. [4]Clauss JA Avery SN Blackford JU The nature of individual differences in inhibited temperament and risk for psychiatric disease: a review and meta-analysis Prog Neurobiol. 2015 127–128 23 45 25784645 PMC4516130
  5. [5]Clauss JA Blackford JU Behavioral inhibition and risk for developing social anxiety disorder: a meta-analytic study J Am Acad Child Adolesc Psychiatry 2012 51 1066 75.e1 23021481 PMC3611590
  6. [6]Caspi A Moffitt TE Newman DL Silva PA Behavioral observations at age 3 years predict adult psychiatric disorders: longitudinal evidence from a birth cohort Arch Gen Psychiatry 1996 53 1033 9 8911226
  7. [7]Gladstone GL Parker GB Mitchell PB Wilhelm KA Malhi GS Relationship between self-reported childhood behavioral inhibition and lifetime anxiety disorders in a clinical sample Depress Anxiety 2005 22 103 13 16149043
  8. [8]Gladstone GL Parker GB Is behavioral inhibition a risk factor for depression? J Affect Disord. 2006 95 85 94 16808978
  9. [9]Stead JD Clinton S Neal C Schneider J Jama A Miller S Selective breeding for divergence in novelty-seeking traits: heritability and enrichment in spontaneous anxiety-related behaviors Behav Genet 2006 36 697 712 16502134
  10. [10]Zhou Z Blandino P Yuan Q Shen PH Hodgkinson CA Virkkunen M Exploratory locomotion, a predictor of addiction vulnerability, is oligogenic in rats selected for this phenotype Proc Natl Acad Sci USA. 2019 116 13107 15 31182603 PMC6600920
  11. [11]Clinton SM Vazquez DM Kabbaj M Kabbaj MH Watson SJ Akil H Individual differences in novelty-seeking and emotional reactivity correlate with variation in maternal behavior Horm Behav 2007 51 655 64 17462647 PMC1945104
  12. [12]Clinton SM Bedrosian TA Abraham AD Watson SJ Akil H Neural and environmental factors impacting maternal behavior differences in high- versus low-novelty-seeking rats Horm Behav 2010 57 463 73 20156440 PMC2917072
  13. [13]Stedenfeld KA Clinton SM Kerman IA Akil H Watson SJ Sved AF Novelty-seeking behavior predicts vulnerability in a rodent model of depression Physiol Behav 2011 103 210 6 21303678 PMC3925672
  14. [15]Turner CA Clinton SM Thompson RC Watson SJ Jr. Akil H Fibroblast growth factor-2 (FGF2) augmentation early in life alters hippocampal development and rescues the anxiety phenotype in vulnerable animals Proc Natl Acad Sci USA 2011 108 8021 5 21518861 PMC3093523
  15. [16]Turner CA Flagel SB Clinton SM Akil H Watson SJ Cocaine interacts with the novelty-seeking trait to modulate FGFR1 gene expression in the rat Neurosci Lett 2008 446 105 7 18824081 PMC2633028
  16. [17]Jama A Cecchi M Calvo N Watson SJ Akil H Inter-individual differences in novelty-seeking behavior in rats predict differential responses to desipramine in the forced swim test Psychopharmacol. 2008 198 333 40 PMC3101263 18438645
  17. [18]Rana S, Nam H, Glover ME, Akil H, Watson SJ, Clinton SM, et al. Protective effects of chronic mild stress during adolescence in the low-novelty responder rat. Stress. 2016. 10.3109/10253890.2015.1108304. PMC4903024 26473581 · DOI
  18. [19]Clinton SM Kerman IA Orr HR Bedrosian TA Abraham AD Simpson DN Pattern of forebrain activation in high novelty-seeking rats following aggressive encounter Brain Res 2011 1422 20 31 21974861 PMC3200440
  19. [20]Perez JA Clinton SM Turner CA Watson SJ Akil H A new role for FGF2 as an endogenous inhibitor of anxiety J Neurosci 2009 29 6379 87 19439615 PMC2748795
  20. [21]Aydin C Frohmader K Akil H Revealing a latent variable: individual differences in affective response to repeated injections Physiol Behav. 2015 129 679 82 PMC4586401 26191946
  21. [22]Calvo N Cecchi M Kabbaj M Watson SJ Akil H Differential effects of social defeat in rats with high and low locomotor response to novelty Neuroscience 2011 183 81 9 21453756 PMC3099219
  22. [23]Turner CA Hagenauer MH Aurbach EL Maras PM Fournier CL Blandino P Effects of early-life FGF2 on ultrasonic vocalizations (USVs) and the mu-opioid receptor in male Sprague-Dawley rats selectively-bred for differences in their response to novelty Brain Res. 2019 1715 106 14 30880118 PMC6500487
  23. [24]Chaudhury S Aurbach EL Sharma V Blandino P Jr. Turner CA Watson SJ FGF2 is a target and a trigger of epigenetic mechanisms associated with differences in emotionality: partnership with H3K9me3 Proc Natl Acad Sci USA 2014 111 11834 9 25071177 PMC4136576
  24. [25]Birt IA Hagenauer MH Clinton SM Aydin C Blandino P Stead JDH Genetic liability for internalizing versus externalizing behavior manifests in the developing and adult Hippocampus: insight from a meta-analysis of transcriptional profiling studies in a selectively bred rat model Biol Psychiatry 2020 89 339 55 32762937 PMC7704921
  25. [26]Tremblay ME Stevens B Sierra A Wake H Bessis A Nimmerjahn A The role of microglia in the healthy brain J Neurosci 2011 31 16064 9 22072657 PMC6633221
  26. [27]Schafer DP, Stevens B. Microglia function in central nervous system development and plasticity. Cold Spring Harb Perspect Biol. 2015;7:a020545. PMC4588063 26187728
  27. [28]Salter MW Beggs S Sublime microglia: expanding roles for the guardians of the CNS Cell 2014 158 15 24 24995975
  28. [29]Yirmiya R, Rimmerman N, Reshef R. Depression as a microglial disease. Trends Neurosci. 2015. 10.1016/j.tins.2015.08.001. 26442697 · DOI · Paper page
  29. [30]Mondelli V Vernon AC Turkheimer F Dazzan P Pariante CM Brain microglia in psychiatric disorders Lancet Psychiatry 2017 4 563 72 28454915
  30. [31]Bhattacharya A Drevets WC Role of neuro-immunological factors in the pathophysiology of mood disorders: implications for novel therapeutics for treatment resistant depression Curr Top Behav Neurosci 2017 31 339 56 27677784
  31. [32]Delpech JC Madore C Nadjar A Joffre C Wohleb ES Layé S Microglia in neuronal plasticity: influence of stress Neuropharmacology 2015 96 19 28 25582288
  32. [33]Walker F Nilsson M Jones K Acute and chronic stress-induced disturbances of microglial plasticity, phenotype and function Curr Drug Targets 2013 14 1262 76 24020974 PMC3788324
  33. [34]Henry CJ Huang Y Wynne A Hanke M Himler J Bailey MT Minocycline attenuates lipopolysaccharide (LPS)-induced neuroinflammation, sickness behavior, and anhedonia J Neuroinflammation 2008 5 1 14 18477398 PMC2412862
  34. [35]Molina-Hernández M Tellez-Alcántara NP Pérez-García J Olivera-Lopez JI Jaramillo-Jaimes MT Antidepressant-like actions of minocycline combined with several glutamate antagonists Prog Neuro-Psychopharmacol Biol Psychiatry 2008 32 380 6 17933448
  35. [36]Pae CU Marks DM Han C Patkar AA Does minocycline have antidepressant effect? Biomed Pharmacother. 2008 62 308 11 18267354
  36. [37]O’Connor JC Lawson MA André C Moreau M Lestage J Castanon N Lipopolysaccharide-induced depressive-like behavior is mediated by indoleamine 2,3-dioxygenase activation in mice Mol Psychiatry 2009 14 511 22 18195714 PMC2683474
  37. [38]Arakawa S Shirayama Y Fujita Y Ishima T Horio M Muneoka K Minocycline produced antidepressant-like effects on the learned helplessness rats with alterations in levels of monoamine in the amygdala and no changes in BDNF levels in the hippocampus at baseline Pharmacol Biochem Behav. 2012 100 601 6 21967886
  38. [40]Hinwood M Tynan RJ Charnley JL Beynon SB Day TA Walker FR Chronic stress induced remodeling of the prefrontal cortex: Structural re-organization of microglia and the inhibitory effect of minocycline Cereb Cortex 2013 23 1784 97 22710611
  39. [42]Zhu F Liu Y Zhao J Zheng Y Minocycline alleviates behavioral deficits and inhibits microglial activation induced by intrahippocampal administration of granulocyte-macrophage colony-stimulating factor in adult rats Neuroscience 2014 266 275 81 24486961
  40. [43]Zheng LS Kaneko N Sawamoto K Minocycline treatment ameliorates interferon-alpha-induced neurogenic defects and depression-like behaviors in mice Front Cell Neurosci. 2015 9 1 10 25674053 PMC4309184
  41. [45]Tong L Gong Y Wang P Hu W Wang J Chen Z Microglia loss contributes to the development of major depression induced by different types of chronic stresses Neurochem Res. 2017 42 2698 711 28434164
  42. [46]Zhang C Zhang YP Li YY Liu BP Wang HY Li KW Minocycline ameliorates depressive behaviors and neuro-immune dysfunction induced by chronic unpredictable mild stress in the rat Behav Brain Res. 2019 356 348 57 30003978
  43. [47]Zhang C Kalueff AV Song C Minocycline ameliorates anxiety-related self-grooming behaviors and alters hippocampal neuroinflammation, GABA and serum cholesterol levels in female Sprague-Dawley rats subjected to chronic unpredictable mild stress Behav Brain Res. 2019 363 109 17 30703398
  44. [49]Wang Y-L Han Q-Q Gong W-Q Pan D-H Wang L-Z Hu W Microglial activation mediates chronic mild stress-induced depressive- and anxiety-like behavior in adult rats J Neuroinflammation 2018 15 21 29343269 PMC5773028
  45. [50]Livak KJ Schmittgen TD Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method Methods 2001 25 402 8 11846609
  46. [51]Hoffman GE, Le WW, Sita LV. The importance of titrating antibodies for immunocytochemical methods. Curr Protoc Neurosci. 2008;76:2.12.1–37. 18972376
  47. [52]Imai Y Kohsaka S Intracellular signaling in M-CSF-induced microglia activation: role of Iba1 Glia 2002 40 164 74 12379904
  48. [53]Kettenmann H Hanisch UK Noda M Verkhratsky A Physiology of microglia Physiol Rev 2011 91 461 553 21527731
  49. [54]Swanson, LW Brain maps: structure of the rat brain. A laboratory guide with printed and electronic templates for data, models and schematics.2nd ed. New York: Elsevier; 2004.
  50. [55]Perkins AE, Piazza MK, Deak, T. Stereological analysis of microglia in aged male and female Fischer 344 rats in socially relevant brain regions. Neuroscience. 2018. 10.1016/j.neuroscience.2018.02.028. PMC5882587 29496632 · DOI
  51. [56]West MJ Slomianka L Gundersen HJG Unbiased stereological estimation of the total number of neurons in the subdivisions of the rat hippocampus using the optical fractionator Anat Rec. 1991 231 482 97 1793176
  52. [57]Gundersen HJG The nucleator J Microsc. 1988 151 3 21 3193456
  53. [58]Stephan AH Barres BA Stevens B The complement system: an unexpected role in synaptic pruning during development and disease Annu Rev Neurosci 2012 35 369 89 22715882
  54. [59]Stevens B Allen NJ Vazquez LE Howell GR Christopherson KS Nouri N The classical complement cascade mediates CNS synapse elimination Cell 2007 131 1164 78 18083105
  55. [60]Yrjanheikki J Tikka T Keinanen R Goldsteins G Chan PH Koistinaho J A tetracycline derivative, minocycline, reduces inflammation and protects against focal cerebral ischemia with a wide therapeutic window Proc Natl Acad Sci USA. 1999 96 13496 500 10557349 PMC23976
  56. [61]Tikka T Fiebich BL Goldsteins G Keinanen R Koistinaho J Minocycline, a tetracycline derivative, is neuroprotective against excitotoxicity by inhibiting activation and proliferation of microglia J Neurosci 2001 21 2580 8 11306611 PMC6762519
  57. [62]Yrjänheikki J Keinänen R Pellikka M Hökfelt T Koistinaho J Tetracyclines inhibit microglial activation and are neuroprotective in global brain ischemia Proc Natl Acad Sci USA 1998 95 15769 74 9861045 PMC28119
  58. [63]Walker FR Beynon SB Jones KA Zhao Z Kongsui R Cairns M Dynamic structural remodelling of microglia in health and disease: a review of the models, the signals and the mechanisms Brain Behav Immun. 2014 37 1 14 24412599
  59. [64]Turner CA Capriles N Flagel SB Perez JA Clinton SM Watson SJ Neonatal FGF2 alters cocaine self-administration in the adult rat Pharm Biochem Behav 2009 92 100 4 PMC3092780 19014962
  60. [65]Stevens B Allen NJ Vazquez LE Howell GR Christopherson KS Nouri N The classical complement cascade mediates CNS synapse elimination Cell 2007 131 1164 78 18083105
  61. [66]Glover ME Cohen JL Singer JR Sabbagh MN Rainville JR Hyland MT Examining the role of microbiota in emotional behavior: antibiotic treatment exacerbates anxiety in high anxiety-prone male rats Neuroscience 2021 459 179 97 33540050 PMC7965353
  62. [68]Rosenblat JD McIntyre RS Efficacy and tolerability of minocycline for depression: a systematic review and meta-analysis of clinical trials J Affect Disord 2018 227 219 25 29102836
  63. [69]Rosenblat JD McIntyre RS Bipolar disorder and inflammation Psychiatr Clin North Am. 2016 39 125 37 26876323
  64. [70]Schmidtner AK Slattery DA Gläsner J Hiergeist A Gryksa K Malik VA Minocycline alters behavior, microglia and the gut microbiome in a trait-anxiety-dependent manner Transl Psychiatry 2019 9 223 31519869 PMC6744405
  65. [73]Nimmerjahn A Kirchhoff F Helmchen F Resting microglial cells are highly dynamic surveillants of brain parenchyma in vivo Science 2005 308 1314 8 15831717
  66. [74]Streit WJ Walter SA Pennell NA Reactive microgliosis Prog Neurobiol. 1999 57 563 81 10221782
  67. [75]Stence N Waite M Dailey ME Dynamics of microglial activation: a confocal time-lapse analysis in hippocampal slices Glia 2001 33 256 66 11241743
  68. [76]Morrison HW Filosa JA A quantitative spatiotemporal analysis of microglia morphology during ischemic stroke and reperfusion J Neuroinflammation 2013 10 1 20 23311642 PMC3570327
  69. [77]Ganguly P Thompson V Gildawie K Brenhouse HC Adolescent food restriction in rats alters prefrontal cortex microglia in an experience-dependent manner Stress 2018 21 162 8 29307257 PMC6109256
  70. [79]Duarte JM Gaspar R Caetano L Patrício P Soares-Cunha C Mateus-Pinheiro A Region-specific control of microglia by adenosine A 2A receptors: uncoupling anxiety and associated cognitive deficits in female rats Glia 2019 67 182 92 30461068
  71. [80]Smith KL Kassem MS Clarke DJ Kuligowski MP Bedoya-Pérez MA Todd SM Microglial cell hyper-ramification and neuronal dendritic spine loss in the hippocampus and medial prefrontal cortex in a mouse model of PTSD Brain Behav Immun. 2019 80 889 99 31158497
  72. [81]Caetano L Pinheiro H Patrício P Mateus-Pinheiro A Alves ND Coimbra B Adenosine A 2A receptor regulation of microglia morphological remodeling-gender bias in physiology and in a model of chronic anxiety Mol Psychiatry 2017 22 1035 43 27725661
  73. [83]Sugama S Fujita M Hashimoto M Conti B Stress induced morphological microglial activation in the rodent brain: involvement of interleukin-18 Neuroscience 2007 146 1388 99 17433555
  74. [84]Graeber MB Changing face of microglia Science 2010 330 783 8 21051630
  75. [87]Streit WJ Sparks DL Activation of microglia in the brains of humans with heart disease and hypercholesterolemic rabbits J Mol Med. 1997 75 130 8 9083930

Cited by

Sorted by citations

Authors
Maras, P. M., Hebda-Bauer, E. K., Hagenauer, M. H., Hilde, K. L., Blandino, P., Watson, S. J., & Akil, H.
Affiliations
University of Michigan (US)
Corresponding author
Maras, Pamela M.
Venue
Translational Psychiatry
Published
2022-03-15
Volume
12
Issue
1
Pages
105-105
ISSN
2158-3188 (ISSN-L)
OpenAlex
W4220678673
Cited by
26
References
13
Citations by year
2026: 3 · 2025: 10 · 2024: 6 · 2023: 4 · 2022: 3
FWCI
2.02
Type
journal article
Language
en
Open access
Locations
  • Translational Psychiatry (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • The Pritzker Neuropsychiatric Disorders Research Consortium
  • U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (R01MH104261)
  • U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (U01DA043098)
  • United States Department of Defense | United States Navy | Office of Naval Research (N00014-12-1-0366, N00014-19-1-2149)
  • The Pritzker Neuropsychiatric Research Consortium The Hope for Depression Research Foundation
Topics
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
  • Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
Keywords
microglia, microglial morphology, emotional temperament, selective breeding, minocycline, hippocampus, microglial activation, passive coping, active coping, exploratory behavior, emotion regulation
MeSH terms
Selective Breeding, Animals, Emotions, Problem Solving, Temperament, Microglia, Rats

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review