the role of specific and non-specific genetic factors in...

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The Role of Specific and Non-Specific Genetic Factors in Language Development Karin Stromswold*, Katie Schramm*, Diane Molnar, Scott Holodak* & Ellyn Sheffield* *Rutgers University - New Brunswick, Salisbury University Portions of this work was supported by grants from the John Merck Foundation, the Charles & Johanna Busch Biomedical Research Grant, the Bamford-Lahey Children’s Foundation, the National Science Foundation (BCS-9875168, BCS-0042561, BCS-0124095), the National Institute of Health (HD37818), the Aresty Research Scholarship program, and the Henry-Rutgers Scholars Program. We are grateful to the children and parents who participated in this study. Correspondence may be sent to [email protected] Existing Twin Results (Stromswold, 2001, Language) Genetic factors play a greater role for language-impaired people (~1/2 -2/3) than “normals”(~1/4-1/2) Genetic factors affect all aspects of language Probable existence of some language-specific genes Possible existence of some genes specific to different aspects of language Twin Study Rationale Identical Twins (Monozyogtic, MZ) • Cotwins share ~ 100% environment • Cotwins share ~ 100% DNA Fraternal Twins (Dizygotic, DZ) • Cotwins share ~ 100% environment • Cotwins share ~ 50% DNA If MZ cotwins are more similar than DZ cotwins, this reflects the role of DNA Can quantify the relative importance of DNA and environment by comparing the linguistic similarity of MZ cotwins and DZ cotwins We need to know more about .. The heritability of phonology The heritability of syntax The specificity of the heritable factors affecting language Do the heritable factors that affect language also affect cognitive, social, gross motor, fine motor, and oral motor development? Are there syntax-specific, phonology-specific, vocabulary-specific heritable factors ? [Interactions among heritable and environmental factors] Participants in Current Study Same sex twin pairs from the Perinatal Environment-Genetics Interactions (PEGI) study who were between 2 and 6 years of age. N = 267 same sex twin pairs 145 monozygotic (MZ); 122 dizygotic (DZ) Sex: 53% male, 47% female Birth Weight MZ: 2294 grams (SD = 583 grams) DZ: 2368 grams (SD = 635 grams) Gestational Age at Birth MZ: 35.1 weeks (SD = 2.8 weeks) DZ: 35.4 weeks (SD = 3.0 weeks) Linguistic Measures 4 Linguistic milestones Babbling Words Sentences Clear articulation Language test scores ASQ Communication Scores (all children) For children < 3 years old MacArthur CDI spoken vocabulary MacArthur CDI sentence scores For children > 3 years old PAL Articulation (imitation of onsets) PAL Syntax (comprehension of actives, passives, pronouns) PAL Lexical Access (rapid naming task) PAL Total Oral Score Speech & language therapy/year Non-Linguistic Measures 2 General measures: Total ASQ score, All Therapies and Special Services/year 7 Gross motor measures: ASQ gross motor score, 5 milestones (sit, crawl, walk, run, stairs), Physical Therapy/year 5 Fine motor measures: ASQ fine motor score, 3 milestones (finger feed, fork feed, scribble), Occupational Therapy/year 2 Oral motor measures: 1 milestone (cup drinking), Feeding Therapy/year 3 Social measures: ASQ personal-social score, 1 milestone (social smiling), Psych & Behav Therapy/year 2 Cognitive measures: ASQ problem-solving score, Special Education Services/year The Role of Genetics in the Language of Normal & Language Impaired Twins Concordance analysis reveals genetic factors account for 82% of language disorders in twins, p < .00001 Genetic factors account for more of the variance in linguistic abilities for language-disordered twins than linguistically-normal twins for – Vocabulary – Articulation – Syntax Overall linguistic ability DZ MZ 0 20 40 60 80 100 Discordant Concordant % of twins Vocab Artic Syntax Overall Lang 0 20 40 60 80 100 Normal Language Impaired % Heritable Heritability For Aspects of Language Heritable factors account for different amounts of variance for different aspects of language: Vocabulary < Articulation < Overall language < Syntax Vocab Artic Syntax Overall Lang 0 20 40 60 80 100 All Twins (i.e., language-impaired & normal twins) % Heritable Heritability of Non-Linguistic Abilities Heritable factors account for different amounts of variance for different non-linguistic abilities: Oral Motor < Fine Motor < Social < Gross Motor < Cognitive < Overall Oral Motor Fine Motor Social Gross Motor Cognitive Overall 0 20 40 60 80 100 All twins % Heritable Genetic Overlap Between Linguistic & Non-Linguistic Abilities: ASQ Scores The amount of genetic overlap between linguistic and nonlinguistic ability varies for nonlinguistic skills Gross Motor < Cognitive < Social < Fine Motor GrossM-Lang Cog-Lang Social-Lang FineM-Lang 0 20 40 60 80 100 All Twins Bivariate heritability Genetic Overlap Between Linguistic & Non-Linguistic Abilities: Therapy The amount of genetic overlap between linguistic and nonlinguistic ability varies for nonlinguistic domain: Cognitive < Gross Motor < Fine Motor < Oral Motor < Psychosocial SpecEd-Lang PT-Lang OT-Lang Feed-Lang Psych-Lang 0 20 40 60 80 100 All Twins Bivariate heritability Genetic Overlap for Different Aspects of Language: PAL scores The amount of genetic overlap for different linguistic skills varies for the different sub-components of language : Vocabulary-Syntax = Vocabulary-Articulation < Articulation-Syntax Vocab-Syntax Vocab-Artic Artic-Syntax 0 20 40 60 80 100 All Twins Bivariate Heritability Genetic Overlap for Vocabulary & Syntax: CDI and Milestone Measures The genetic overlap for vocabulary and syntax is moderate by both CDI (expressive vocabulary and sentence) and milestone (age of onset of words and sentences) measures. CDI Word-Sentence Milestone Word-Sentence 0 20 40 60 80 100 All Twins Bivariate Heritability Key Genetics Questions Do genetic factors affect people’s ability to acquire and use language? Do these factors affect 'normal' people’s linguistic abilities or just those with language disorders? Do language-specific genes exist? Are genetic factors involved in all aspects of language? Are the same genetic factors involved in all aspects of language? [How do genes and the environment interact?] Conclusion 1: Genes Are Important 1. Heritable factors play a role for both normal and language-impaired children’s language, though heritable factors play a larger role for language-impaired children. 2. Heritable factors play a substantial role for all aspects of language, but the role is greater for syntax and articulation than for vocabulary. 3. Heritable factors play a substantial role for nonlinguistic abilities, with the exception of oral motor skills. Conclusion 2: General & Specific Genes are Important for Language 1. There is genetic overlap for linguistic and non-linguistic skills (particularly between language and fine motor, oral motor, and social skills). 2. There are also specific-to-language (and subcomponents of language) genetic factors. 3. The genetic overlap between syntax and articulation is greater than the genetic overlap between vocabulary and syntax or vocabulary and articulation. This may reflect the hierarchical nature of both syntax and phonology. 4. Taken as a whole, our results are most consistent with language acquisition models that invoke both general and language-specific learning mechanisms.

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Page 1: The Role of Specific and Non-Specific Genetic Factors in ...ruccs.rutgers.edu/images/personal-karin-stromswold/... · ASQ fine motor score, 3 milestones (finger feed, fork feed, scribble),

The Role of Specific and Non-Specific Genetic Factors in Language DevelopmentKarin Stromswold*, Katie Schramm*, Diane Molnar, Scott Holodak* & Ellyn Sheffield*‡

*Rutgers University - New Brunswick, ‡Salisbury University

Portions of this work was supported by grants from the John Merck Foundation, the Charles & Johanna Busch Biomedical Research Grant, the Bamford-Lahey Children’s Foundation, the National Science Foundation (BCS-9875168, BCS-0042561, BCS-0124095), theNational Institute of Health (HD37818), the Aresty Research Scholarship program, and the Henry-Rutgers Scholars Program. We are grateful to the children and parents who participated in this study. Correspondence may be sent to [email protected]

Existing Twin Results(Stromswold, 2001, Language)

• Genetic factors play a greater role for language-impaired people(~1/2 -2/3) than “normals”(~1/4-1/2)

• Genetic factors affect all aspects of language

• Probable existence of some language-specific genes

• Possible existence of some genes specific to different aspects oflanguage

Twin Study Rationale

Identical Twins (Monozyogtic, MZ)• Cotwins share ~ 100% environment• Cotwins share ~ 100% DNA

Fraternal Twins (Dizygotic, DZ)• Cotwins share ~ 100% environment• Cotwins share ~ 50% DNA

⇒ If MZ cotwins are more similar than DZ cotwins, this reflects the role of DNA⇒ Can quantify the relative importance of DNA and environment by comparing the

linguistic similarity of MZ cotwins and DZ cotwins

We need to know more about ..

• The heritability of phonology

• The heritability of syntax

• The specificity of the heritable factors affecting language– Do the heritable factors that affect language also affect cognitive, social, gross

motor, fine motor, and oral motor development?– Are there syntax-specific, phonology-specific, vocabulary-specific heritable

factors ?

• [Interactions among heritable and environmental factors]

Participants in Current StudySame sex twin pairs from the Perinatal Environment-Genetics

Interactions (PEGI) study who were between 2 and 6 years of age.

N = 267 same sex twin pairs145 monozygotic (MZ); 122 dizygotic (DZ)

Sex: 53% male, 47% femaleBirth Weight

MZ: 2294 grams (SD = 583 grams)DZ: 2368 grams (SD = 635 grams)

Gestational Age at BirthMZ: 35.1 weeks (SD = 2.8 weeks)DZ: 35.4 weeks (SD = 3.0 weeks)

Linguistic Measures4 Linguistic milestones

BabblingWordsSentencesClear articulation

Language test scoresASQ Communication Scores (all children)For children < 3 years old

MacArthur CDI spoken vocabulary MacArthur CDI sentence scores

For children > 3 years oldPAL Articulation (imitation of onsets)PAL Syntax (comprehension of actives, passives, pronouns)PAL Lexical Access (rapid naming task)PAL Total Oral Score

Speech & language therapy/year

Non-Linguistic Measures2 General measures:

Total ASQ score, All Therapies and Special Services/year

7 Gross motor measures:ASQ gross motor score, 5 milestones (sit, crawl, walk, run, stairs), Physical Therapy/year

5 Fine motor measures:ASQ fine motor score, 3 milestones (finger feed, fork feed, scribble),Occupational Therapy/year

2 Oral motor measures:1 milestone (cup drinking), Feeding Therapy/year

3 Social measures:ASQ personal-social score, 1 milestone (social smiling), Psych & Behav Therapy/year

2 Cognitive measures:ASQ problem-solving score, Special Education Services/year

The Role of Genetics in the Language ofNormal & Language Impaired Twins

• Concordance analysis reveals geneticfactors account for 82% of languagedisorders in twins, p < .00001

• Genetic factors account for more ofthe variance in linguistic abilities forlanguage-disordered twins thanlinguistically-normal twins for– Vocabulary– Articulation– Syntax– Overall linguistic ability

D Z M Z0

20

40

60

80

100

DiscordantConcordant

%

of t

win

s

V o c ab Art ic Syntax Overall Lang0

20

40

60

80

100NormalLanguage Impaired

%

Her

itab

le

Heritability For Aspects of Language

Heritable factors account for different amounts of variancefor different aspects of language:

Vocabulary < Articulation < Overall language < Syntax

Vocab Art ic Syntax Overall Lang0

20

40

60

80

100

All Twins (i.e., language-impaired & normal twins)

%

Her

itab

le

Heritability of Non-Linguistic Abilities

Heritable factors account for different amounts of variancefor different non-linguistic abilities:

Oral Motor < Fine Motor < Social < Gross Motor < Cognitive < Overall

Oral Motor Fine Motor Soc ia l Gross Motor Cognit ive Overa l l0

20

40

60

80

100

All twins

%

Her

itab

le

Genetic Overlap Between Linguistic &Non-Linguistic Abilities: ASQ Scores

The amount of genetic overlap between linguistic andnonlinguistic ability varies for nonlinguistic skills

Gross Motor < Cognitive < Social < Fine Motor

GrossM-Lang Cog-Lang Social-Lang FineM-Lang0

20

40

60

80

100

All Twins

Biva

riate

he

ritab

ility

Genetic Overlap Between Linguistic &Non-Linguistic Abilities: Therapy

The amount of genetic overlap between linguistic and nonlinguisticability varies for nonlinguistic domain:

Cognitive < Gross Motor < Fine Motor < Oral Motor < Psychosocial

SpecEd-Lang PT-Lang OT-Lang Feed-Lang Psych-Lang0

20

40

60

80

100

All Twins

Biva

riate

he

ritab

ility

Genetic Overlap for Different Aspects ofLanguage: PAL scores

The amount of genetic overlap for different linguistic skillsvaries for the different sub-components of language :

Vocabulary-Syntax = Vocabulary-Articulation < Articulation-Syntax

Vocab-Syntax Vocab-Art ic Artic-Syntax0

20

40

60

80

100

All Twins

Biva

riate

H

erit

abili

ty

Genetic Overlap for Vocabulary &Syntax: CDI and Milestone Measures

The genetic overlap for vocabulary and syntax is moderate by bothCDI (expressive vocabulary and sentence) and milestone (age ofonset of words and sentences) measures.

CDI Word-Sentence Milestone Word-Sentence0

20

40

60

80

100

All Twins

Biva

riate

H

erit

abili

ty

Key Genetics Questions• Do genetic factors affect people’s ability to acquire and use language?

• Do these factors affect 'normal' people’s linguistic abilities or justthose with language disorders?

• Do language-specific genes exist?

• Are genetic factors involved in all aspects of language?

• Are the same genetic factors involved in all aspects of language?• [How do genes and the environment interact?]

Conclusion 1: Genes Are Important

1. Heritable factors play a role for both normal andlanguage-impaired children’s language, though heritablefactors play a larger role for language-impaired children.

2. Heritable factors play a substantial role for all aspects oflanguage, but the role is greater for syntax andarticulation than for vocabulary.

3. Heritable factors play a substantial role for nonlinguisticabilities, with the exception of oral motor skills.

Conclusion 2: General & SpecificGenes are Important for Language

1. There is genetic overlap for linguistic and non-linguisticskills (particularly between language and fine motor, oralmotor, and social skills).

2. There are also specific-to-language (and subcomponents oflanguage) genetic factors.

3. The genetic overlap between syntax and articulation isgreater than the genetic overlap between vocabulary andsyntax or vocabulary and articulation. This may reflect thehierarchical nature of both syntax and phonology.

4. Taken as a whole, our results are most consistent withlanguage acquisition models that invoke both general andlanguage-specific learning mechanisms.