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Epigenetic Embedding of
 Early Life Experiences
               Michael S. Kobor
             Associate Professor
Centre for Molecular Medicine and Therapeutics
      Child and Family Research Institute
        Department of Medical Genetics
         University of British Columbia
              www.cmmt.ubc.ca
Understanding Epigenetics – a Journey Through Life
         Epigenetics refers to persistent and heritable
         alterations in genome information that do NOT
         involve changes in DNA sequence




               Same Genome – Many Epigenomes

             Developmental Epigenome Programming
             Environmental Influences on Epigenome
From Genome to Epigenomes –
                Cellular Differentiation




>25000 Genes
Identical Sequence
1 Genome

                Persistent Programming
                Gene Expression Profiles
                                           >200 Cell Types
                                           >200 Epigenomes
DNA Methylation, Chromatin, and Gene Regulation
               Histone Modification
               Chromatin Remodeling
               Histone Variants
               RNA-Based Mechanisms

               DNA Methylation

          “Epigenetic” Regulation of Gene Expression (Reversible!)




        Active Gene                                Silent Gene
        -> mRNA made                               -> no mRNA made
 Unmethylated promoter DNA                        Methylated promoter DNA
 (CpG Islands)                                    (CpG Islands)

 Methylated genic DNA                             Unmethylated genic DNA
 Acetylated Histones                              Deacetylated histones
 Histone H3 K4 methylation                        Histone H3 K9 methylation
 Histone variant H3.3                             Canonical histone H3
DNA Methylation, Chromatin, and Gene Regulation
               Histone Modification
               Chromatin Remodeling
               Histone Variants
               RNA-Based Mechanisms

               DNA Methylation

          “Epigenetic” Regulation of Gene Expression (Reversible!)




        Active Gene                                Silent Gene
        -> mRNA made                               -> no mRNA made
 Unmethylated promoter DNA                        Methylated promoter DNA
 (CpG Islands)                                    (CpG Islands)

 Methylated genic DNA                             Unmethylated genic DNA
 Acetylated Histones                              Deacetylated histones
 Histone H3 K4 methylation                        Histone H3 K9 methylation
 Histone variant H3.3                             Canonical histone H3
Maternal Diet Affects Epigenetic Gene
       Regulation in Isogenic Offspring (Avy /a)
         Young Mice                          Adult Mice




                                         Obese           Lean

Low                   High Avy DNA Methylation

High                  Low   Avy Expression
Low                   High Maternal Methyl

                                                 Randy Jirtle Duke
                                                 Waterland MCB 2003
Impact of Epigenetics on Health and Disease

Nutrition and lifestyle
of mother affects
epigenome of child




Maternal care affects epigenome
of offspring




Identical twins acquire discordant
epigenomes during life-course
Integrative Model of Epigenetics
              Epigenetics




              Phenotypic
               Variation




Genetics                       Environment
Integrative Model of Epigenetics
                  Epigenetics




                   Phenotypic
                    Variation




Genetics                                      Environment
       Do individuals vary in their DNA methylation pattern?
Extensive Epigenetic Variation in Human Tissues




           What is DNA methylation associated with?
Demographic and Psychosocial Factors are
   Associated with DNA methylation.




                               Lam et al PNAS 2012
Presentation Outline

Epigenetics at the Interface of Genome and Environment

Epigenetic Variation in Adults

Biological Embedding of Early Life Experiences

       Gene Expression and Pro-Inflammatory Phenotype
       Epigenetic Vestiges of Family Environment
       Epigenetic Reflections of Childhood Temperament

Turning Challenges into Opportunities – Peripheral versus Central
Early Life Experiences Getting Under the Skin




Early Life Socio-Economic Status             Early Life Parental Stress Level




           Childhood Temperament, Behavior, and Trajectories

                 Gregory Miller, Edith Chen (Psychology, UBC / Northwestern)
                 W. Thomas Boyce (Human Early Learning Partnership, UBC)
                 Clyde Hertzman (Human Early Learning Partnership, UBC)
                 Marilyn Essex (University of Wisconsin)
Biological Residue of Low Early-Life Social Class




Childhood      Adulthood

Low SES        Low SES
Low SES        High SES
High SES       Low SES
High SES       High SES




                                      Miller et al PNAS 2009
DNA Methylation Correlated with
    Early Life Socio-Economic Status




Early Life SES                   Current SES
(Age 1-5)                        (Age 30-40)




                           Lam et al PNAS 2012
Maternal Warmth and Resilience of the Pro-
Inflammatory Phenotype of Low Early-Life SES
 response to TLR2/6 stimulation
                                  10000                                                                    800




                                                                            response to TLR9 stimulation
    IL-6 production (pg/ml) in




                                                                              IL-6 production (pg/ml) in
                                  8000
                                                                                                           600

                                  6000
                                                                                                           400
                                  4000
                                                                                                           200
                                  2000

                                     0                                                                      0
                                          Low                 High                                               Low                     High
                                            Maternal Warmth                                                            Maternal Warmth




                                           Chen et al Mol Psychiatry 2010                                  Choose your parents wisely….
Epigenetic Vestiges of Early Parental Adversity
    Wisconsin Study of Families and Work (Longitudinal Birth Cohort)




HCS: FDR <5%
                              Full Group      Girls          Boys
MCS: FDR 5%-20%
                              (n=109)         (n=60)         (n=49)

            Maternal Stress   139 HCS         1 HCS           3 HCS
Infancy
            Paternal Stress                   3 HCS


            Maternal Stress
Preschool
            Paternal Stress   3 HCS           6/9 HCS
                              29 MCS          314/1057 MCS


                                            Essex et al Child Development 2011
Maternal Stress During Infancy is
                         Associated with DNA Methylation
                     PGAM2 - cg23616741[P]                                      PGAM2 - cg26057752[C]


               0.6

                                                                          0.4

               0.5

                                                                          0.3
    avg beta




                                                               avg beta
               0.4

                                                                          0.2

               0.3

                                                                          0.1

               0.2


                       0.2        0.4         0.6        0.8                      0.2        0.4         0.6        0.8

                       log(maternal stress at infancy)                            log(maternal stress at infancy)

In the set of 37 high confidence sites associated with maternal stress at infancy and
having more than 5% change in DNA, two CpG loci belonged to the same gene, PGAM2,
which encodes phosphoglycerate mutase 2.

cg26057752 CpG site (rho = .31, 9.6% DNA methylation change, FDR = 0%)
cg23616741 CpG site (rho = .25, 10.4% DNA methylation change, FDR = 0%)

                                                                                   Essex et al Child Development 2011
Gender-Specific Association of Maternal Stress
                    During Infancy with DNA Methylation
                        Associated CpG site in                                                     Female-specific
                        full group and boys
                                 PKN1
                                                                                                   associated CpG site
                                                                                                         C5orf21




               0.9                                                                      0.9
Average beta




                                                                                 beta
               0.8                                                                      0.8




                                                                        Averagebeta
  avg beta




                                                                             avg
               0.7                                                                      0.7




               0.6                                                                      0.6
                      PKN1     rho=0.40 Δ6.4% q=0%                                            C5orf21 rho=0.50 Δ10.6% q=0%
                               rho=0.50 Δ7.5% q=0%
                         0.2          0.4                   0.6   0.8                              0.2          0.4          0.6      0.8

                          Maternal Stress Infancy
                               maternal stress at infancy                                           Maternal Stress Infancy
                                                                                                         maternal stress at infancy




                     Is variation in DNA methylation associated with children’s behavior?

                                                                                                 Essex et al Child Development 2011
Child-Centric Analysis of Wisconsin Family Data

                                 Pre-School




                                 Kindergarten




                                   Grade 1
Grade 1 and Epigenetic Imprint
                                                Observed temperament; L9(PC;EL;LB) Anger scale

                                    l9@ans                                    ↑246 (74) HCS                         0.32 to 0.60 (0.32 to 0.48)
                                                     1    2   3   4   5   6   7                                1    2   3   4   5   6   7                                1     2   3   4   5   6   7

                           LRRC2 rho= 0.399          POLR3C rho= 0.415            PRSS21 rho= 0.343            SLC29A4 rho= 0.455               TDGF1 rho= 0.346             TRIM16 rho= 0.382
                 1.0

                 0.8

                 0.6

                 0.4

                 0.2

                 0.0
                            DLX5 rho= 0.35               DLX5 rho= 0.371              DLX5 rho= 0.389              DLX5 rho= 0.398          FLJ11017 rho= 0.326 FLJ20444 rho= 0.392
                                                                                                                                                                                                       1.0
bqNorm avgbeta




                                                                                                                                                                                                       0.8

                                                                                                                                                                                                       0.6

                                                                                                                                                                                                       0.4

                                                                                                                                                                                                       0.2

                                                                                                                                                                                                       0.0
                           ALX4 rho= 0.404           C16orf30 rho= 0.408          C1orf188 rho= 0.442          C21orf56 rho= 0.323          C21orf56 rho= 0.368              CD24 rho= 0.447
                 1.0

                 0.8

                 0.6

                 0.4

                 0.2

                 0.0

                       1    2   3   4   5   6    7                                1    2   3   4   5   6   7                                1    2   3   4   5   6   7

                                                                                                           l9ans
                                                                                                                                            Boyce et al, in preparation
Presentation Outline
Epigenetics at the Interface of Genome and Environment

Epigenetic Variation in Adults

Biological Embedding of Early Life Experiences

Turning Challenges into Opportunities – Peripheral versus Central
                                        Korbinian Brodmann Areas




                   7: Parietal cortex     10: Frontal cortex   20: Temporal cortex

                                        Gustavo Turecki, McGill University
                                        Michael Meaney, McGill University
                                        Eldon Emberly, Simon Fraser University
Tissue-Specific DNA Methylation
        Signatures in Human Brain and Blood
Principal Components
and Variance Distribution




PC1: Brain – Blood




                                 Farre et al, in preparation
Tissue-Specific DNA Methylation of the
                       Gene Encoding Glucocorticoid Receptor          Full
                                                                   Methylation




                                                           PBMC
             Samples




                                                           BRAIN
                                                                      No
                                                                   Methylation




Meth450K Coord
DNA Methylation Signatures of Aging
           in Human Brain and Blood




PC4: Age, Brain only        Principal component reconstruction on an
PC5: Age, Brain and Blood   Independent dataset composed of blood
                            Samples of 656 individuals:
                            (A)  PC4: correlation 0.104 with p-value: 0.526.
                            (B)  PC5: correlation 0.554 with p-value: 1.081E-51
                                             Farre et al, in preparation
Summary
Epigenetics as an Integral Component of Human Health and Disease

Epigenetic Variation in Adults
       Tissue-Specific Variation Associated with Many Variables

Genomic Embedding of Early Life Experiences
      Biological Residue of Early Life Poverty
      DNA Methylation Associated with Early Life Parental Stress
      Childhood Temperament is Correlated with DNA Methylation

Peripheral versus Central Tissues
        Complex Distinct and Overlapping Signatures
Summary
              Epigenome
Experiences                 Phenotypes



              Tissue
              Specificity



              Development




               Genome
Acknowledgements
Centre for Molecular Medicine and Therapeutics
Dept. of Medical Genetics, CFRI, UBC
Lucia Lam
Sarah Neumann
Sarah Mah
Pau Farre
Edith Chen             University of British Columbia / Northwestern University
Greg Miller            University of British Columbia / Northwestern University
W. Thomas Boyce        University of British Columbia
Clyde Hertzman         University of British Columbia
Marilyn Essex          University of Wisconsin

Hunter Fraser          Stanford University
Eldon Emberly          Simon Fraser University

Gustavo Turecki        McGill University
Michael Meaney         McGill University

                    Human Early Learning Partnership
                    National Institutes of Health
                    Canadian Institutes of Health Research
                    Mowafaghian Foundation
                    Canadian Institute for Advanced Research
Issues to Consider
Correlation versus Causality
Robustness of DNA Methylation in Response to Environments
Malleability of Marks upon Intervention
Tissue Specificity – Peripheral versus Central
Relationship between DNA Methylation and Gene Expression
Interplay between Genetics, Epigenetics and the Environment
Application of Different Statistical Approaches

Turning Challenges into Opportunities: the Next 5 Years

Epigenetics – is it Part of “the Missing Heritability”?
What is the Role of Epigenetics in Common Diseases?
Does Epigenetic Serve as a Memory of the Past, Predicting Future Response?

Disease-Oriented Cohorts, Longitudinal Patient Samples
Birth Cohorts, Environmental Assessments
Predictive Epigenetic Biomarkers
Causality: Model Organisms, Therapeutic Intervention
Expanding Beyond DNA Methylation (non-coding RNAs, Histones)
Drug Effects on Epigenome
DNA Methylation and Gene Expression are
  not Tightly Linked Across Individuals




  Origin and consequences of variation of DNA methylation

  Hypothesis: recalling history and/or priming future response

  Interaction with other epigenetic modifications

                                            Lam et al PNAS 2012
DNA Methylation is Predictive of
          PBMC ex vivo Response.




        Oligodeoxynucleotide               Lipopolysaccharid
        TLR-9 agonist                      TLR-4 agonist

Variation Correlated with:
Demographic Factors, Biological Factors, Lifestyle, Immune Response,
Early Life Experiences, and Genetics


                                                 Lam et al PNAS 2012
Epigenetic Reflection of Pre-School
                                                  Child Temperament
                                                              Anger component of Mother Reported
                                                              "Children's Behavior Questionnaire"

                                           M67cb@an                                    ↑8(2) HCS                              0.36 to 0.39 (0.36 to 0.38)
                                                                                       ↑26(7) MCS                             0.30 to 0.35 (0.30 to 0.33)

                                                 3.5 4.0 4.5 5.0 5.5 6.0 6.5                         3.5 4.0 4.5 5.0 5.5 6.0 6.5                         3.5 4.0 4.5 5.0 5.5 6.0 6.5

                         KLF2 rho= 0.361              LIX1 rho= 0.362 LOC126208 rho= 0.379 LR8 rho= 0.339                          PDE2A rho= 0.324 SLC25A21 rho= 0.34 ZNF496 rho= 0.348

                                                                                                                                                                                                                 0.6

                                                                                                                                                                                                                 0.4
bqNorm avgbeta




                                                                                                                                                                                                                 0.2

                                                                                                                                                                                                                 0.0
                       ACTN2 rho= 0.395              ACTR3 rho= 0.325          C18orf22 rho= 0.33 DPYSL4 rho= 0.337 ELOVL6 rho= 0.339 HSD11B2 rho= 0.324 IGSF4 rho= 0.324

                 0.6

                 0.4

                 0.2

                 0.0

                       3.5 4.0 4.5 5.0 5.5 6.0 6.5                         3.5 4.0 4.5 5.0 5.5 6.0 6.5                         3.5 4.0 4.5 5.0 5.5 6.0 6.5                         3.5 4.0 4.5 5.0 5.5 6.0 6.5

                                                                                                            m67cbep




                                                                                                                                     Boyce et al, in preparation
Epigenetic Trace of Kindergarten Temperament
                            EDI-like measures (teacher report);
                       ZMYND12 rho= -0.325 TT8 Health and Behavior Questionnaire EXT (ODD;CD;OAG)
                            inverse
                                                   0.8
                                                   0.6
                                INVtt8@8ex         0.4                     ↓201(31) HCS                        -0.26 to -0.44 (-0.26 to -0.44)
                                                   0.2
                                                   0.0
                         RB1 rho= -0.276           TCP10 rho= -0.33       TRIM15 rho= -0.28        TRIM16 rho= -0.298   TRIM36 rho= -0.302        TSGA13 rho= -0.262
                 0.8
                 0.6
                 0.4
                 0.2
                 0.0
                       MRGPRX1 rho= -0.359 NALP12 rho= -0.274            NPDC1 rho= -0.267         NR1I2 rho= -0.323    PRDM14 rho= -0.283        PRTN3 rho= -0.276
                                                                                                                                                                       0.8
                                                                                                                                                                       0.6
bqNorm avgbeta




                                                                                                                                                                       0.4
                                                                                                                                                                       0.2
                                                                                                                                                                       0.0
                        GNAS rho= -0.265          IGF2AS rho= -0.396     KBTBD7 rho= -0.438 LRRFIP1 rho= -0.357         MGST1 rho= -0.275 MRGPRF rho= -0.274
                 0.8
                 0.6
                 0.4
                 0.2
                 0.0
                         DLX5 rho= -0.268           DLX5 rho= -0.27       DLX5 rho= -0.312         ELAVL4 rho= -0.265   FIP1L1 rho= -0.291        GIMAP1 rho= -0.276
                                                                                                                                                                       0.8
                                                                                                                                                                       0.6
                                                                                                                                                                       0.4
                                                                                                                                                                       0.2
                                                                                                                                                                       0.0
                          AMT rho= -0.27          C10orf89 rho= -0.262   C6orf25 rho= -0.28        CARD8 rho= -0.279    CHD1L rho= -0.295          DLX5 rho= -0.263
                 0.8
                 0.6
                 0.4
                 0.2
                 0.0
                        0.5 0.6 0.7 0.8 0.9 1.0                          0.5 0.6 0.7 0.8 0.9 1.0                        0.5 0.6 0.7 0.8 0.9 1.0

                                                                                           INVtt88ex
                                                                                                                Boyce et al, in preparation

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Epigenetics and Addiction Research - Michael Kobor

  • 1. Epigenetic Embedding of Early Life Experiences Michael S. Kobor Associate Professor Centre for Molecular Medicine and Therapeutics Child and Family Research Institute Department of Medical Genetics University of British Columbia www.cmmt.ubc.ca
  • 2. Understanding Epigenetics – a Journey Through Life Epigenetics refers to persistent and heritable alterations in genome information that do NOT involve changes in DNA sequence Same Genome – Many Epigenomes Developmental Epigenome Programming Environmental Influences on Epigenome
  • 3. From Genome to Epigenomes – Cellular Differentiation >25000 Genes Identical Sequence 1 Genome Persistent Programming Gene Expression Profiles >200 Cell Types >200 Epigenomes
  • 4. DNA Methylation, Chromatin, and Gene Regulation Histone Modification Chromatin Remodeling Histone Variants RNA-Based Mechanisms DNA Methylation “Epigenetic” Regulation of Gene Expression (Reversible!) Active Gene Silent Gene -> mRNA made -> no mRNA made Unmethylated promoter DNA Methylated promoter DNA (CpG Islands) (CpG Islands) Methylated genic DNA Unmethylated genic DNA Acetylated Histones Deacetylated histones Histone H3 K4 methylation Histone H3 K9 methylation Histone variant H3.3 Canonical histone H3
  • 5. DNA Methylation, Chromatin, and Gene Regulation Histone Modification Chromatin Remodeling Histone Variants RNA-Based Mechanisms DNA Methylation “Epigenetic” Regulation of Gene Expression (Reversible!) Active Gene Silent Gene -> mRNA made -> no mRNA made Unmethylated promoter DNA Methylated promoter DNA (CpG Islands) (CpG Islands) Methylated genic DNA Unmethylated genic DNA Acetylated Histones Deacetylated histones Histone H3 K4 methylation Histone H3 K9 methylation Histone variant H3.3 Canonical histone H3
  • 6. Maternal Diet Affects Epigenetic Gene Regulation in Isogenic Offspring (Avy /a) Young Mice Adult Mice Obese Lean Low High Avy DNA Methylation High Low Avy Expression Low High Maternal Methyl Randy Jirtle Duke Waterland MCB 2003
  • 7. Impact of Epigenetics on Health and Disease Nutrition and lifestyle of mother affects epigenome of child Maternal care affects epigenome of offspring Identical twins acquire discordant epigenomes during life-course
  • 8. Integrative Model of Epigenetics Epigenetics Phenotypic Variation Genetics Environment
  • 9. Integrative Model of Epigenetics Epigenetics Phenotypic Variation Genetics Environment Do individuals vary in their DNA methylation pattern?
  • 10. Extensive Epigenetic Variation in Human Tissues What is DNA methylation associated with?
  • 11. Demographic and Psychosocial Factors are Associated with DNA methylation. Lam et al PNAS 2012
  • 12. Presentation Outline Epigenetics at the Interface of Genome and Environment Epigenetic Variation in Adults Biological Embedding of Early Life Experiences Gene Expression and Pro-Inflammatory Phenotype Epigenetic Vestiges of Family Environment Epigenetic Reflections of Childhood Temperament Turning Challenges into Opportunities – Peripheral versus Central
  • 13. Early Life Experiences Getting Under the Skin Early Life Socio-Economic Status Early Life Parental Stress Level Childhood Temperament, Behavior, and Trajectories Gregory Miller, Edith Chen (Psychology, UBC / Northwestern) W. Thomas Boyce (Human Early Learning Partnership, UBC) Clyde Hertzman (Human Early Learning Partnership, UBC) Marilyn Essex (University of Wisconsin)
  • 14. Biological Residue of Low Early-Life Social Class Childhood Adulthood Low SES Low SES Low SES High SES High SES Low SES High SES High SES Miller et al PNAS 2009
  • 15. DNA Methylation Correlated with Early Life Socio-Economic Status Early Life SES Current SES (Age 1-5) (Age 30-40) Lam et al PNAS 2012
  • 16. Maternal Warmth and Resilience of the Pro- Inflammatory Phenotype of Low Early-Life SES response to TLR2/6 stimulation 10000 800 response to TLR9 stimulation IL-6 production (pg/ml) in IL-6 production (pg/ml) in 8000 600 6000 400 4000 200 2000 0 0 Low High Low High Maternal Warmth Maternal Warmth Chen et al Mol Psychiatry 2010 Choose your parents wisely….
  • 17. Epigenetic Vestiges of Early Parental Adversity Wisconsin Study of Families and Work (Longitudinal Birth Cohort) HCS: FDR <5% Full Group Girls Boys MCS: FDR 5%-20% (n=109) (n=60) (n=49) Maternal Stress 139 HCS 1 HCS 3 HCS Infancy Paternal Stress 3 HCS Maternal Stress Preschool Paternal Stress 3 HCS 6/9 HCS 29 MCS 314/1057 MCS Essex et al Child Development 2011
  • 18. Maternal Stress During Infancy is Associated with DNA Methylation PGAM2 - cg23616741[P] PGAM2 - cg26057752[C] 0.6 0.4 0.5 0.3 avg beta avg beta 0.4 0.2 0.3 0.1 0.2 0.2 0.4 0.6 0.8 0.2 0.4 0.6 0.8 log(maternal stress at infancy) log(maternal stress at infancy) In the set of 37 high confidence sites associated with maternal stress at infancy and having more than 5% change in DNA, two CpG loci belonged to the same gene, PGAM2, which encodes phosphoglycerate mutase 2. cg26057752 CpG site (rho = .31, 9.6% DNA methylation change, FDR = 0%) cg23616741 CpG site (rho = .25, 10.4% DNA methylation change, FDR = 0%) Essex et al Child Development 2011
  • 19. Gender-Specific Association of Maternal Stress During Infancy with DNA Methylation Associated CpG site in Female-specific full group and boys PKN1 associated CpG site C5orf21 0.9 0.9 Average beta beta 0.8 0.8 Averagebeta avg beta avg 0.7 0.7 0.6 0.6 PKN1 rho=0.40 Δ6.4% q=0% C5orf21 rho=0.50 Δ10.6% q=0% rho=0.50 Δ7.5% q=0% 0.2 0.4 0.6 0.8 0.2 0.4 0.6 0.8 Maternal Stress Infancy maternal stress at infancy Maternal Stress Infancy maternal stress at infancy Is variation in DNA methylation associated with children’s behavior? Essex et al Child Development 2011
  • 20. Child-Centric Analysis of Wisconsin Family Data Pre-School Kindergarten Grade 1
  • 21. Grade 1 and Epigenetic Imprint Observed temperament; L9(PC;EL;LB) Anger scale l9@ans ↑246 (74) HCS 0.32 to 0.60 (0.32 to 0.48) 1 2 3 4 5 6 7 1 2 3 4 5 6 7 1 2 3 4 5 6 7 LRRC2 rho= 0.399 POLR3C rho= 0.415 PRSS21 rho= 0.343 SLC29A4 rho= 0.455 TDGF1 rho= 0.346 TRIM16 rho= 0.382 1.0 0.8 0.6 0.4 0.2 0.0 DLX5 rho= 0.35 DLX5 rho= 0.371 DLX5 rho= 0.389 DLX5 rho= 0.398 FLJ11017 rho= 0.326 FLJ20444 rho= 0.392 1.0 bqNorm avgbeta 0.8 0.6 0.4 0.2 0.0 ALX4 rho= 0.404 C16orf30 rho= 0.408 C1orf188 rho= 0.442 C21orf56 rho= 0.323 C21orf56 rho= 0.368 CD24 rho= 0.447 1.0 0.8 0.6 0.4 0.2 0.0 1 2 3 4 5 6 7 1 2 3 4 5 6 7 1 2 3 4 5 6 7 l9ans Boyce et al, in preparation
  • 22. Presentation Outline Epigenetics at the Interface of Genome and Environment Epigenetic Variation in Adults Biological Embedding of Early Life Experiences Turning Challenges into Opportunities – Peripheral versus Central Korbinian Brodmann Areas 7: Parietal cortex 10: Frontal cortex 20: Temporal cortex Gustavo Turecki, McGill University Michael Meaney, McGill University Eldon Emberly, Simon Fraser University
  • 23. Tissue-Specific DNA Methylation Signatures in Human Brain and Blood Principal Components and Variance Distribution PC1: Brain – Blood Farre et al, in preparation
  • 24. Tissue-Specific DNA Methylation of the Gene Encoding Glucocorticoid Receptor Full Methylation PBMC Samples BRAIN No Methylation Meth450K Coord
  • 25. DNA Methylation Signatures of Aging in Human Brain and Blood PC4: Age, Brain only Principal component reconstruction on an PC5: Age, Brain and Blood Independent dataset composed of blood Samples of 656 individuals: (A)  PC4: correlation 0.104 with p-value: 0.526. (B)  PC5: correlation 0.554 with p-value: 1.081E-51 Farre et al, in preparation
  • 26. Summary Epigenetics as an Integral Component of Human Health and Disease Epigenetic Variation in Adults Tissue-Specific Variation Associated with Many Variables Genomic Embedding of Early Life Experiences Biological Residue of Early Life Poverty DNA Methylation Associated with Early Life Parental Stress Childhood Temperament is Correlated with DNA Methylation Peripheral versus Central Tissues Complex Distinct and Overlapping Signatures
  • 27. Summary Epigenome Experiences Phenotypes Tissue Specificity Development Genome
  • 28. Acknowledgements Centre for Molecular Medicine and Therapeutics Dept. of Medical Genetics, CFRI, UBC Lucia Lam Sarah Neumann Sarah Mah Pau Farre Edith Chen University of British Columbia / Northwestern University Greg Miller University of British Columbia / Northwestern University W. Thomas Boyce University of British Columbia Clyde Hertzman University of British Columbia Marilyn Essex University of Wisconsin Hunter Fraser Stanford University Eldon Emberly Simon Fraser University Gustavo Turecki McGill University Michael Meaney McGill University Human Early Learning Partnership National Institutes of Health Canadian Institutes of Health Research Mowafaghian Foundation Canadian Institute for Advanced Research
  • 29. Issues to Consider Correlation versus Causality Robustness of DNA Methylation in Response to Environments Malleability of Marks upon Intervention Tissue Specificity – Peripheral versus Central Relationship between DNA Methylation and Gene Expression Interplay between Genetics, Epigenetics and the Environment Application of Different Statistical Approaches Turning Challenges into Opportunities: the Next 5 Years Epigenetics – is it Part of “the Missing Heritability”? What is the Role of Epigenetics in Common Diseases? Does Epigenetic Serve as a Memory of the Past, Predicting Future Response? Disease-Oriented Cohorts, Longitudinal Patient Samples Birth Cohorts, Environmental Assessments Predictive Epigenetic Biomarkers Causality: Model Organisms, Therapeutic Intervention Expanding Beyond DNA Methylation (non-coding RNAs, Histones) Drug Effects on Epigenome
  • 30. DNA Methylation and Gene Expression are not Tightly Linked Across Individuals Origin and consequences of variation of DNA methylation Hypothesis: recalling history and/or priming future response Interaction with other epigenetic modifications Lam et al PNAS 2012
  • 31. DNA Methylation is Predictive of PBMC ex vivo Response. Oligodeoxynucleotide Lipopolysaccharid TLR-9 agonist TLR-4 agonist Variation Correlated with: Demographic Factors, Biological Factors, Lifestyle, Immune Response, Early Life Experiences, and Genetics Lam et al PNAS 2012
  • 32. Epigenetic Reflection of Pre-School Child Temperament Anger component of Mother Reported "Children's Behavior Questionnaire" M67cb@an ↑8(2) HCS 0.36 to 0.39 (0.36 to 0.38) ↑26(7) MCS 0.30 to 0.35 (0.30 to 0.33) 3.5 4.0 4.5 5.0 5.5 6.0 6.5 3.5 4.0 4.5 5.0 5.5 6.0 6.5 3.5 4.0 4.5 5.0 5.5 6.0 6.5 KLF2 rho= 0.361 LIX1 rho= 0.362 LOC126208 rho= 0.379 LR8 rho= 0.339 PDE2A rho= 0.324 SLC25A21 rho= 0.34 ZNF496 rho= 0.348 0.6 0.4 bqNorm avgbeta 0.2 0.0 ACTN2 rho= 0.395 ACTR3 rho= 0.325 C18orf22 rho= 0.33 DPYSL4 rho= 0.337 ELOVL6 rho= 0.339 HSD11B2 rho= 0.324 IGSF4 rho= 0.324 0.6 0.4 0.2 0.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 3.5 4.0 4.5 5.0 5.5 6.0 6.5 3.5 4.0 4.5 5.0 5.5 6.0 6.5 3.5 4.0 4.5 5.0 5.5 6.0 6.5 m67cbep Boyce et al, in preparation
  • 33. Epigenetic Trace of Kindergarten Temperament EDI-like measures (teacher report); ZMYND12 rho= -0.325 TT8 Health and Behavior Questionnaire EXT (ODD;CD;OAG) inverse 0.8 0.6 INVtt8@8ex 0.4 ↓201(31) HCS -0.26 to -0.44 (-0.26 to -0.44) 0.2 0.0 RB1 rho= -0.276 TCP10 rho= -0.33 TRIM15 rho= -0.28 TRIM16 rho= -0.298 TRIM36 rho= -0.302 TSGA13 rho= -0.262 0.8 0.6 0.4 0.2 0.0 MRGPRX1 rho= -0.359 NALP12 rho= -0.274 NPDC1 rho= -0.267 NR1I2 rho= -0.323 PRDM14 rho= -0.283 PRTN3 rho= -0.276 0.8 0.6 bqNorm avgbeta 0.4 0.2 0.0 GNAS rho= -0.265 IGF2AS rho= -0.396 KBTBD7 rho= -0.438 LRRFIP1 rho= -0.357 MGST1 rho= -0.275 MRGPRF rho= -0.274 0.8 0.6 0.4 0.2 0.0 DLX5 rho= -0.268 DLX5 rho= -0.27 DLX5 rho= -0.312 ELAVL4 rho= -0.265 FIP1L1 rho= -0.291 GIMAP1 rho= -0.276 0.8 0.6 0.4 0.2 0.0 AMT rho= -0.27 C10orf89 rho= -0.262 C6orf25 rho= -0.28 CARD8 rho= -0.279 CHD1L rho= -0.295 DLX5 rho= -0.263 0.8 0.6 0.4 0.2 0.0 0.5 0.6 0.7 0.8 0.9 1.0 0.5 0.6 0.7 0.8 0.9 1.0 0.5 0.6 0.7 0.8 0.9 1.0 INVtt88ex Boyce et al, in preparation