Publications by year
In Press
Caramaschi D (In Press). Assessing the association between global structural brain age and polygenic risk for schizophrenia in early adulthood: a recall-by-genotype study. Cortex
Caramaschi D (In Press). DNA methylation and general psychopathology in childhood:. An epigenome-wide meta-analysis from the PACE consortium. Molecular Psychiatry
2023
Monasso GS, Hoang TT, Mancano G, Fernández-Barrés S, Dou J, Jaddoe VWV, Page CM, Johnson L, Bustamante M, Bakulski KM, et al (2023). A meta-analysis of epigenome-wide association studies on pregnancy vitamin B12 concentrations and offspring DNA methylation.
Epigenetics,
18(1).
Abstract:
A meta-analysis of epigenome-wide association studies on pregnancy vitamin B12 concentrations and offspring DNA methylation.
Circulating vitamin B12 concentrations during pregnancy are associated with offspring health. Foetal DNA methylation changes could underlie these associations. Within the Pregnancy and Childhood Epigenetics Consortium, we meta-analysed epigenome-wide associations of circulating vitamin B12 concentrations in mothers during pregnancy (n = 2,420) or cord blood (n = 1,029), with cord blood DNA methylation. Maternal and newborn vitamin B12 concentrations were associated with DNA methylation at 109 and 7 CpGs, respectively (False Discovery Rate P-value
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Shen X, Barbu M, Caramaschi D, Arathimos R, Czamara D, David FS, Dearman A, Dilkes E, Herrera-Rivero M, Huider F, et al (2023). A methylome-wide association study of major depression with out-of-sample case-control classification and trans-ancestry comparison.
Faniyan OO, Marcotulli D, Simayi R, Del Gallo F, De Carlo S, Ficiarà E, Caramaschi D, Richmond R, Franchini D, Bellesi M, et al (2023). Adolescent chronic sleep restriction promotes alcohol drinking in adulthood: evidence from epidemiological and preclinical data.
Fernandez-Barres S, Caramaschi D, Wright J, Slama R, Grazuleviciene R, Gutzkow KB, Chatzi L, Felix JF, Vrijheid M, Bustamante M, et al (2023). Association of breastfeeding and genome-wide DNA methylation in child blood.
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Kotsakis Ruehlmann A, Sammallahti S, Cortés Hidalgo AP, Bakulski KM, Binder EB, Campbell ML, Caramaschi D, Cecil CAM, Colicino E, Cruceanu C, et al (2023). Epigenome-wide meta-analysis of prenatal maternal stressful life events and newborn DNA methylation.
Mol PsychiatryAbstract:
Epigenome-wide meta-analysis of prenatal maternal stressful life events and newborn DNA methylation.
Prenatal maternal stressful life events are associated with adverse neurodevelopmental outcomes in offspring. Biological mechanisms underlying these associations are largely unknown, but DNA methylation likely plays a role. This meta-analysis included twelve non-overlapping cohorts from ten independent longitudinal studies (N = 5,496) within the international Pregnancy and Childhood Epigenetics consortium to examine maternal stressful life events during pregnancy and DNA methylation in cord blood. Children whose mothers reported higher levels of cumulative maternal stressful life events during pregnancy exhibited differential methylation of cg26579032 in ALKBH3. Stressor-specific domains of conflict with family/friends, abuse (physical, sexual, and emotional), and death of a close friend/relative were also associated with differential methylation of CpGs in APTX, MyD88, and both UHRF1 and SDCCAG8, respectively; these genes are implicated in neurodegeneration, immune and cellular functions, regulation of global methylation levels, metabolism, and schizophrenia risk. Thus, differences in DNA methylation at these loci may provide novel insights into potential mechanisms of neurodevelopment in offspring.
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Elliott HR, Bennett CL, Caramaschi D, English S (2023). Negative association between higher maternal body mass index and breastfeeding outcomes is not mediated by DNA methylation.
2022
Rijlaarsdam J, Cosin M, Schellhas L, Abrishamcar S, Malmberg A, Neumann A, Felix JF, Sunyer J, Gutzkow KB, Grazuleviciene R, et al (2022). DNA methylation and general psychopathology in childhood: an epigenome-wide meta-analysis from the PACE consortium.
Odintsova VV, Suderman M, Hagenbeek FA, Caramaschi D, Hottenga J-J, Pool R, BIOS Consortium, Dolan CV, Ligthart L, van Beijsterveldt CEM, et al (2022). DNA methylation in peripheral tissues and left-handedness.
Sci Rep,
12(1).
Abstract:
DNA methylation in peripheral tissues and left-handedness.
Handedness has low heritability and epigenetic mechanisms have been proposed as an etiological mechanism. To examine this hypothesis, we performed an epigenome-wide association study of left-handedness. In a meta-analysis of 3914 adults of whole-blood DNA methylation, we observed that CpG sites located in proximity of handedness-associated genetic variants were more strongly associated with left-handedness than other CpG sites (P = 0.04), but did not identify any differentially methylated positions. In longitudinal analyses of DNA methylation in peripheral blood and buccal cells from children (N = 1737), we observed moderately stable associations across age (correlation range [0.355-0.578]), but inconsistent across tissues (correlation range [- 0.384 to 0.318]). We conclude that DNA methylation in peripheral tissues captures little of the variance in handedness. Future investigations should consider other more targeted sources of tissue, such as the brain.
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Shen X, Caramaschi D, Adams MJ, Walker RM, Min JL, Kwong A, Hemani G, Genetics of DNA Methylation Consortium, Barbu MC, Whalley HC, et al (2022). DNA methylome-wide association study of genetic risk for depression implicates antigen processing and immune responses.
Genome Med,
14(1).
Abstract:
DNA methylome-wide association study of genetic risk for depression implicates antigen processing and immune responses.
BACKGROUND: Depression is a disabling and highly prevalent condition where genetic and epigenetic, such as DNA methylation (DNAm), differences contribute to disease risk. DNA methylation is influenced by genetic variation but the association between polygenic risk of depression and DNA methylation is unknown. METHODS: We investigated the association between polygenic risk scores (PRS) for depression and DNAm by conducting a methylome-wide association study (MWAS) in Generation Scotland (N = 8898, mean age = 49.8 years) with replication in the Lothian Birth Cohorts of 1921 and 1936 and adults in the Avon Longitudinal Study of Parents and Children (ALSPAC) (Ncombined = 2049, mean age = 79.1, 69.6 and 47.2 years, respectively). We also conducted a replication MWAS in the ALSPAC children (N = 423, mean age = 17.1 years). Gene ontology analysis was conducted for the cytosine-guanine dinucleotide (CpG) probes significantly associated with depression PRS, followed by Mendelian randomisation (MR) analysis to infer the causal relationship between depression and DNAm. RESULTS: Widespread associations (NCpG = 71, pBonferroni < 0.05, p < 6.3 × 10-8) were found between PRS constructed using genetic risk variants for depression and DNAm in CpG probes that localised to genes involved in immune responses and neural development. The effect sizes for the significant associations were highly correlated between the discovery and replication samples in adults (r = 0.79) and in adolescents (r = 0.82). Gene Ontology analysis showed that significant CpG probes are enriched in immunological processes in the human leukocyte antigen system. Additional MWAS was conducted for each lead genetic risk variant. Over 47.9% of the independent genetic risk variants included in the PRS showed associations with DNAm in CpG probes located in both the same (cis) and distal (trans) locations to the genetic loci (pBonferroni < 0.045). Subsequent MR analysis showed that there are a greater number of causal effects found from DNAm to depression than vice versa (DNAm to depression: pFDR ranged from 0.024 to 7.45 × 10-30; depression to DNAm: pFDR ranged from 0.028 to 0.003). CONCLUSIONS: PRS for depression, especially those constructed from genome-wide significant genetic risk variants, showed methylome-wide differences associated with immune responses. Findings from MR analysis provided evidence for causal effect of DNAm to depression.
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Brunst K, Ruehlmann AK, Sammallahti S, Hidalgo APC, Bakulski K, Binder E, Campbell M, Caramaschi D, Cecil C, Colicino E, et al (2022). Epigenome-Wide Meta-Analysis of Prenatal Maternal Stressful Life Events and Newborn DNA Methylation.
Ronkainen J, Heiskala A, Vehmeijer FOL, Lowry E, Caramaschi D, Estrada Gutierrez G, Heiss JA, Hummel N, Keikkala E, Kvist T, et al (2022). Maternal haemoglobin levels in pregnancy and child DNA methylation: a study in the pregnancy and childhood epigenetics consortium.
EPIGENETICS,
17(1), 19-31.
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Taeubert MJ, de Prado-Bert P, Geurtsen ML, Mancano G, Vermeulen MJ, Reiss IKM, Caramaschi D, Sunyer J, Sharp GC, Julvez J, et al (2022). Maternal iron status in early pregnancy and DNA methylation in offspring: an epigenome-wide meta-analysis.
CLINICAL EPIGENETICS,
14(1).
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Meijer M, Klein M, Caramaschi D, Mulder R, Cosin M, Lu X, Zhang Y, Roeder S, Zilich L, Huels A, et al (2022). Meta-Analysis of Cell Type-Specific DNA Methylation of Childhood Attention-Deficit/Hyperactivity Disorder Symptoms.
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Caramaschi D, Neumann A, Cardenas A, Tindula G, Alemany S, Zillich L, Pesce G, Lahti JMT, Havdahl A, Mulder R, et al (2022). Meta-analysis of epigenome-wide associations between DNA methylation at birth and childhood cognitive skills.
Molecular Psychiatry,
27(4), 2126-2135.
Abstract:
Meta-analysis of epigenome-wide associations between DNA methylation at birth and childhood cognitive skills
Cognitive skills are a strong predictor of a wide range of later life outcomes. Genetic and epigenetic associations across the genome explain some of the variation in general cognitive abilities in the general population and it is plausible that epigenetic associations might arise from prenatal environmental exposures and/or genetic variation early in life. We investigated the association between cord blood DNA methylation at birth and cognitive skills assessed in children from eight pregnancy cohorts within the Pregnancy and Childhood Epigenetics (PACE) Consortium across overall (total N = 2196), verbal (total N = 2206) and non-verbal cognitive scores (total N = 3300). The associations at single CpG sites were weak for all of the cognitive domains investigated. One region near DUSP22 on chromosome 6 was associated with non-verbal cognition in a model adjusted for maternal IQ. We conclude that there is little evidence to support the idea that variation in cord blood DNA methylation at single CpG sites is associated with cognitive skills and further studies are needed to confirm the association at DUSP22.
Abstract.
Meijer M, Klein M, Caramaschi D, Mulder R, Cosin M, Lu X, Zhang Y, Röder S, Zilich L, Huels A, et al (2022). P60. Meta-Analysis of Cell Type-Specific DNA Methylation of Childhood Attention-Deficit/Hyperactivity Disorder Symptoms. Biological Psychiatry, 91(9), s111-s112.
Constantinides C, Caramaschi D, Freeman T, Lancaster T, Zammit S, Walton E (2022). THE ASSOCIATION BETWEEN POLYGENIC RISK FOR SCHIZOPHRENIA AND BRAIN AGE IN a POPULATION-BASED SAMPLE OF YOUNG ADULTS: a RECALL-BY-GENOTYPE-BASED APPROACH. European Neuropsychopharmacology, 63, e302-e303.
2021
Caramaschi D, Jungius J, Page CM, Novakovic B, Saffery R, Halliday J, Lewis S, Magnus MC, London SJ, Håberg SE, et al (2021). Association of medically assisted reproduction with offspring cord blood DNA methylation across cohorts.
Hum Reprod,
36(8), 2403-2413.
Abstract:
Association of medically assisted reproduction with offspring cord blood DNA methylation across cohorts.
STUDY QUESTION: is cord blood DNA methylation associated with having been conceived by medically assisted reproduction? SUMMARY ANSWER: This study does not provide strong evidence of an association of conception by medically assisted reproduction with variation in infant blood cell DNA methylation. WHAT IS KNOWN ALREADY: Medically assisted reproduction consists of procedures used to help infertile/subfertile couples conceive, including ART. Due to its importance in gene regulation during early development programming, DNA methylation and its perturbations associated with medically assisted reproduction could reveal new insights into the biological effects of assisted reproductive technologies and potential adverse offspring outcomes. STUDY DESIGN, SIZE, DURATION: We investigated the association of DNA methylation and medically assisted reproduction using a case-control study design (N = 205 medically assisted reproduction cases and N = 2439 naturally conceived controls in discovery cohorts; N = 149 ART cases and N = 58 non-ART controls in replication cohort). PARTICIPANTS/MATERIALS, SETTINGS, METHODS: We assessed the association between medically assisted reproduction and DNA methylation at birth in cord blood (205 medically assisted conceptions and 2439 naturally conceived controls) at >450 000 CpG sites across the genome in two sub-samples of the UK Avon Longitudinal Study of Parents and Children (ALSPAC) and two sub-samples of the Norwegian Mother, Father and Child Cohort Study (MoBa) by meta-analysis. We explored replication of findings in the Australian Clinical review of the Health of adults conceived following Assisted Reproductive Technologies (CHART) study (N = 149 ART conceptions and N = 58 controls). MAIN RESULTS AND THE ROLE OF CHANCE: the ALSPAC and MoBa meta-analysis revealed evidence of association between conception by medically assisted reproduction and DNA methylation (false-discovery-rate-corrected P-value < 0.05) at five CpG sites which are annotated to two genes (percentage difference in methylation per CpG, cg24051276: Beta = 0.23 (95% CI 0.15,0.31); cg00012522: Beta = 0.47 (95% CI 0.31, 0.63); cg17855264: Beta = 0.31 (95% CI 0.20, 0.43); cg17132421: Beta = 0.30 (95% CI 0.18, 0.42); cg18529845: Beta = 0.41 (95% CI 0.25, 0.57)). Methylation at three of these sites has been previously linked to cancer, aging, HIV infection and neurological diseases. None of these associations replicated in the CHART cohort. There was evidence of a functional role of medically assisted reproduction-induced hypermethylation at CpG sites located within regulatory regions as shown by putative transcription factor binding and chromatin remodelling. LIMITATIONS, REASONS FOR CAUTIONS: While insufficient power is likely, heterogeneity in types of medically assisted reproduction procedures and between populations may also contribute. Larger studies might identify replicable variation in DNA methylation at birth due to medically assisted reproduction. WIDER IMPLICATIONS OF THE FINDINGS: Newborns conceived with medically assisted procedures present with divergent DNA methylation in cord blood white cells. If these associations are true and causal, they might have long-term consequences for offspring health. STUDY FUNDING/COMPETING INTERESTS(S): This study has been supported by the US National Institute of Health (R01 DK10324), the European Research Council under the European Union's Seventh Framework Programme (FP7/2007-2013)/ERC Grant agreement no. 669545, European Union's Horizon 2020 research and innovation programme under Grant agreement no. 733206 (LifeCycle) and the NIHR Biomedical Centre at the University Hospitals Bristol NHS Foundation Trust and the University of Bristol. The UK Medical Research Council and Wellcome (Grant ref: 102215/2/13/2) and the University of Bristol provide core support for ALSPAC. Methylation data in the ALSPAC cohort were generated as part of the UK BBSRC funded (BB/I025751/1 and BB/I025263/1) Accessible Resource for Integrated Epigenomic Studies (ARIES, http://www.ariesepigenomics.org.uk). D.C. J.J. C.L.R. D.A.L and H.R.E. work in a Unit that is supported by the University of Bristol and the UK Medical Research Council (Grant nos. MC_UU_00011/1, MC_UU_00011/5 and MC_UU_00011/6). B.N. is supported by an NHMRC (Australia) Investigator Grant (1173314). ALSPAC GWAS data were generated by Sample Logistics and Genotyping Facilities at Wellcome Sanger Institute and LabCorp (Laboratory Corporation of America) using support from 23andMe. The Norwegian Mother, Father and Child Cohort Study is supported by the Norwegian Ministry of Health and Care Services and the Ministry of Education and Research, NIH/NIEHS (Contract no. N01-ES-75558), NIH/NINDS (Grant nos. (i) UO1 NS 047537-01 and (ii) UO1 NS 047537-06A1). For this work, MoBa 1 and 2 were supported by the Intramural Research Program of the NIH, National Institute of Environmental Health Sciences (Z01-ES-49019) and the Norwegian Research Council/BIOBANK (Grant no. 221097). This work was partly supported by the Research Council of Norway through its Centres of Excellence funding scheme, Project no. 262700.D.A.L. has received support from national and international government and charity funders, as well as from Roche Diagnostics and Medtronic for research unrelated to this study. The other authors declare no conflicts of interest. TRIAL REGISTRATION NUMBER: N/A.
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Shen X, Caramaschi D, Adams M, Walker R, Min JL, Kwong A, Barbu M, Whalley H, Harris S, Deary IJ, et al (2021). DNA METHYLOME-WIDE ASSOCIATION STUDY OF POLY-GENIC RISK SCORES FOR DEPRESSION IMPLICATING ANTIGEN PROCESSING AND IMMUNE RESPONSES.
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Odintsova V, Sudermann M, Hagenbeek F, Caramaschi D, Hottenga J-J, Pool R, BIOS B-BIOSC, Dolan C, Ligthart L, Beijsterveldt CV, et al (2021). DNA methylation in peripheral tissues and Left-handedness.
Shen X, Caramaschi D, Adams MJ, Walker RM, Min JL, Kwong A, Hemani G, Consortium GODM, Barbu MC, Whalley HC, et al (2021). DNA methylome-wide association study of genetic risk for depression implicates antigen processing and immune responses.
Odintsova V, Sudermann M, Hagenbeek F, Caramaschi D, Hottenga J-J, Pool R, Dolan C, Ligthart L, Beijsterveldt CV, Willemsen G, et al (2021). Epigenome-wide association study of left-handedness for different tissues and ages.
Sammallahti S, Cortes Hidalgo AP, Tuominen S, Malmberg A, Mulder RH, Brunst KJ, Alemany S, McBride NS, Yousefi P, Heiss JA, et al (2021). Maternal anxiety during pregnancy and newborn epigenome-wide DNA methylation.
MOLECULAR PSYCHIATRY,
26(6), 1832-1845.
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McIntosh A, Caramaschi D, Wray N (2021). POPULATION BASED AND FUNCTIONAL GENOMIC STUD-IES OF MAJOR DEPRESSIVE DISORDER.
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2020
Hartwig FP, Davey Smith G, Simpkin AJ, Victora CG, Relton CL, Caramaschi D (2020). Association between Breastfeeding and DNA Methylation over the Life Course: Findings from the Avon Longitudinal Study of Parents and Children (ALSPAC).
NUTRIENTS,
12(11).
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Neumann A, Walton E, Alemany S, Cecil C, Gonzalez JR, Jima DD, Lahti J, Tuominen ST, Barker ED, Binder E, et al (2020). Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis.
TRANSLATIONAL PSYCHIATRY,
10(1).
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Caramaschi D, Jungius J, Page CM, Novakovic B, Saffery R, Halliday J, Lewis S, Magnus MC, London SJ, Håberg SE, et al (2020). Association of Assisted Reproductive Technologies with offspring cord blood DNA methylation across cohorts.
Odintsova VV, Suderman M, Hagenbeek FA, Caramaschi D, Hottenga J-J, Ligthart LRS, van Beijsterveld CEM, Willemsen G, Ehli EA, Davies GE, et al (2020). Epigenetics and handedness.
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Caramaschi D, Hatcher C, Mulder RH, Felix JF, Cecil CAM, Relton CL, Walton E (2020). Epigenome-wide association study of seizures in childhood and adolescence.
CLINICAL EPIGENETICS,
12(1).
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Caramaschi D, Neumann A, Cardenas A, Tindula G, Alemany S, Zillich L, Pesce G, Lahti JMT, Havdahl A, Mulder R, et al (2020). Meta-analysis of epigenome-wide associations between DNA methylation at birth and childhood cognitive skills.
English S, Wright I, Ashburn V, Ford G, Caramaschi D (2020). Prenatal anxiety, breastfeeding and child growth and puberty: linking evolutionary models with human cohort studies.
ANNALS OF HUMAN BIOLOGY,
47(2), 106-115.
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2019
Neumann A, Walton E, Alemany S, Cecil C, González JR, Jima DD, Lahti J, Tuominen ST, Barker ED, Binder E, et al (2019). Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis.
Hartwig FP, Smith GD, Simpkin AJ, Victora CG, Relton CL, Caramaschi D (2019). Association between breastfeeding and DNA methylation over the life course: findings from the Avon Longitudinal Study of Parents and Children (ALSPAC).
Odintsova VV, Hagenbeek FA, Suderman M, Caramaschi D, van Beijsterveldt CEM, Kallsen NA, Ehli EA, Davies GE, Sukhikh GT, Fanos V, et al (2019). DNA Methylation Signatures of Breastfeeding in Buccal Cells Collected in Mid-Childhood.
NUTRIENTS,
11(11).
Author URL.
Caramaschi D, Hatcher C, Mulder RH, Felix JF, Cecil CAM, Relton CL, Walton E (2019). Epigenome-wide association study of seizures in childhood and adolescence.
Walton E, Relton CL, Caramaschi D (2019). Using Openly Accessible Resources to Strengthen Causal Inference in Epigenetic Epidemiology of Neurodevelopment and Mental Health.
GENES,
10(3).
Author URL.
2018
Caramaschi D, Taylor AE, Richmond RC, Havdahl KA, Golding J, Relton CL, Munafo MR, Smith GD, Rai D (2018). Maternal smoking during pregnancy and autism: using causal inference methods in a birth cohort study.
TRANSLATIONAL PSYCHIATRY,
8 Author URL.
2017
Caramaschi D, Sharp GC, Nohr EA, Berryman K, Lewis SJ, Smith GD, Relton CL (2017). Exploring a causal role of DNA methylation in the relationship between maternal vitamin B<sub>12</sub> during pregnancy and child's IQ at age 8, cognitive performance and educational attainment: a two-step Mendelian randomization study.
HUMAN MOLECULAR GENETICS,
26(15), 3001-3013.
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2013
Provencal N, Suderman MJ, Caramaschi D, Wang D, Hallett M, Vitaro F, Tremblay RE, Szyf M (2013). Differential DNA Methylation Regions in Cytokine and Transcription Factor Genomic Loci Associate with Childhood Physical Aggression.
PLOS ONE,
8(8).
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2012
Caramaschi D, Booij L, Petitclerc A, Boivin M, Tremblay RE (2012). Genetic and environmental contributions to saliva testosterone levels in male and female infant twins.
PSYCHONEUROENDOCRINOLOGY,
37(12), 1954-1959.
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Wang D, Szyf M, Benkelfat C, Provencal N, Turecki G, Caramaschi D, Cote SM, Vitaro F, Tremblay RE, Booij L, et al (2012). Peripheral <i>SLC6A4</i> DNA Methylation is Associated with <i>In Vivo</i> Measures of Human Brain Serotonin Synthesis and Childhood Physical Aggression.
PLOS ONE,
7(6).
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2010
Natarajan D, Caramaschi D (2010). Animal violence demystified.
FRONTIERS IN BEHAVIORAL NEUROSCIENCE,
4 Author URL.
Carere C, Caramaschi D, Fawcett TW (2010). Covariation between personalities and individual differences in coping with stress: Converging evidence and hypotheses.
CURRENT ZOOLOGY,
56(6), 728-740.
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2009
de Boer SF, Caramaschi D, Natarajan D, Koolhaas JM (2009). The vicious cycle towards violence: focus on the negative feedback mechanisms of brain serotonin neurotransmission.
FRONTIERS IN BEHAVIORAL NEUROSCIENCE,
3 Author URL.
2008
Costantini D, Carere C, Caramaschi D, Koolhaas JM (2008). Aggressive and nonaggressive personalities differ in oxidative status in selected lines of mice (<i>Mus musculus</i>).
BIOLOGY LETTERS,
4(1), 119-122.
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Caramaschi D, de Boer SF, de Vries H, Koolhaas JM (2008). Development of violence in mice through repeated victory along with changes in prefrontal cortex neurochemistry.
BEHAVIOURAL BRAIN RESEARCH,
189(2), 263-272.
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Caramaschi D, de Boer SF, Koolhaas JM (2008). Is hyper-aggressiveness associated with physiological hypoarousal? a comparative study on mouse lines selected for high and low aggressiveness.
PHYSIOLOGY & BEHAVIOR,
95(4), 591-598.
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2007
Caramaschi D, de Boer SF, Koolhaas JM (2007). Differential role of the 5-HT<sub>1A</sub> receptor in aggressive and non-aggressive mice:: an across-strain comparison.
PHYSIOLOGY & BEHAVIOR,
90(4), 590-601.
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