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Personality and Temperament: Behaviour Genetic Analyses in a combined Twin and Family Study

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Epistasis (I) Structural Equation Modelling. Comparison of standard models ... Better fit for models that include Epistasis-effects. Shared environment for ... – PowerPoint PPT presentation

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Title: Personality and Temperament: Behaviour Genetic Analyses in a combined Twin and Family Study


1
Personality and TemperamentBehaviour Genetic
Analyses in a combined Twin and Family Study
  • Susanne Hempel (CRD)
  • Jeremy Miles (Health Sciences)
  • University of York

2
Overview presentation
  • Introduction to the research context
  • Participant groups
  • Analysis potential
  • Examples of results across traits
  • Behaviour genetic results examples
  • Summary of behaviour genetic findings

3
Research Approach
  • Combination of a twin and family study
  • Trait similarity of various family members
  • Various nature-nurture combinations

4
Participants
  • Adult twins
  • 68 MZ
  • 37 DZ
  • 2-14yrs twins
  • 184 MZ
  • 170 DZ
  • Parents of twins
  • 133 Mothers
  • 112 Fathers
  • Children of twins
  • 209
  • Siblings
  • 74

5
Methods
  • Trait assessment measures (postal)
  • Cross-generational
  • EAS (temperament)
  • DOTS-R (temperament)
  • NEO-FFI (Big Five personality dimensions)
  • Big Five Adjective-Ratings (personality)

20 scales in total
  • Ratings
  • Self
  • Partner
  • Parental (both parents)
  • 2 Ratings per target for sub sample

6
Analyses
  • Trait similarities of family members
  • Twins
  • Siblings
  • Partner
  • Parent - Child
  • Niece/Nephew - Uncle/Aunt
  • Cousins

7
Analyses
  • Research question example across traits
  • Trait similarities of specific family members
  • Twins
  • Basis of behaviour genetic analyses
  • Assumptions about population

? Different from non-twins?
  • Parents
  • Assortative mating
  • trait similarity, genetic similarity?

8
Analyses
  • Trait similarities of specific family members
  • Twins ? Non-twins
  • Trait characteristics
  • Trait similarities
  • rDZ.16 rSiblings.14 to .20
  • Parents ? Selective mating
  • Average correlation of self reports .01
  • maximum .18 (Openness to experiences)

9
Trait similarityGeneral Activity Level
10
Trait similarity Rhythmicity Daily Habits
11
  • Behaviour genetic analysis
  • use nature - nurture - combinations

relate Phenotypic similarity
and Information about
  • Genetic similarity
  • Shared environment

12
correlation
13
Various Nature - Nurture - Combinations
  • Included participant groups differ in the extent
    to which they share the effects
  • Translation into equation

9 different nature - nurture combinations
14
Additive Genetic Effects
MZ 1.0
Cousins 0.125
DZ 0.5
Cousins (MZ) 0.25
Parent-Child 0.5
Sibs 0.5
ChildAunt/Uncle (MZ) 0.5
ChildAunt/Uncle 0.25
Parent-Child 0.5
ChildAunt/Uncle 0.25
ChildAunt/Uncle (MZ) 0.5
Cousins (MZ) 0.25
MZ 1.0
DZ 0.5
Sibs 0.5
Cousins 0.125
15
C
C
A
E
A
E
Siblings vs Parent-Child
P1
P2
Additional Genetic Effects
16
Additional Environmental Effects
17
Summary Parameter
  • Genetic effects
  • Additive (A)
  • Dominance (D)
  • Epistasis (I)
  • Shared environment
  • Make individuals in family resemble each other
  • Common (C)
  • Siblings (S)
  • Parent-Child (F)
  • Twin specific (T)
  • Non-shared Environment (E)
  • Explain variance but dont contribute to
    resemblance

18
Structural Equation Modelling
Testing alternative models to explain the data
  • Comparison of standard models
  • Only genetic effects explain similarity between
    family members
  • Only environmental effects explain similarity
  • Models assuming genetic and environmental
    effects

25 models tested in total
  • Further comparisons
  • not possible with twin studies or family studies
    alone
  • Parsimonious vs Complex models Assumption of
    Epistasis vs Assumption of Dominance
    Simultaneously non-additive genetic effects and
    shared environment effects

19
ModelGeneral Activity Level
A / a2 Additive genetic effects I / i2
Epistasis effects E / e2 Non-shared
environment effects
20
General Activity Level
A / a2 Additive genetic effects I / i2
Epistasis effects E / e2 Non-shared
environment effects
21
Rhythmicity Daily Habits
A / a2 Additive genetic effects C / c2
Common environment effects T / t2 Twin
specific effects E / e2 Non-shared
environment effects
22
Behaviour Genetics Summary
  • Substantial genetic effects for most traits
  • Better fit for models that include
    Epistasis-effects
  • For several traits non-shared environment
    largest source of individual differences
  • family resemblance explained through genetic
    similarity
  • Shared environment for
  • Rhythmicity dimensions, Flexibility / Rigidity
  • differentiation between common environment
    effects appears useful

23
Conclusion
  • Despite many practical open questions
  • combination of analyses and data sources,
    subsample size, not every single phenotypic
    correlation fits the models, cross-generational
    trait equivalence
  • Despite advance in molecular genetics
  • Traits are caused by combination of multiple genes
  • Combination of a twin and family study is a
    useful addition
  • to classic behaviour genetic research designs
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