A phenotypic spectrum of autism is attributable to the combined effects of rare variants, polygenic risk and sex
Data files include SummaryGeneticData_Reach_SSC_SPARK.csv
and master_phen_4.csv
(which includes clinical phenotype information). These will be deposited into SFARI.
The analysis code and code for generating figures are stored in the Colab notebooks.
[SummaryGeneticData_Reach_SSC_SPARK
]
This table contains the all the genetic features used for rare variant analysis, common variant analysis, and the construction of regression models.
Header
- FID
- Family ID
- IID
- Individual ID
- Phenotype
- Phenotype: 1 = ASD; 0 = Control
- Sex
- Sex: 0 = Male; 1 = Female
- Cohort
- Data collection for a sample. Either REACH, SSC, or SPARK
- Family Type
- Family structure for a given offspring. Either trio (both parents sequenced), maternal (mother only sequenced), or paternal (father only sequenced)
- Cases in Family
- Number of affected children in a family. Simplex == 1
- EUR Ancestry
- European Ancestry: 0 = False; 1 = True
- dnMIS
- Count of de novo missense SNV
- dnLoF
- Count of de novo loss of function SNV/INDEL
- dnSV
- Count of de novo LoF SVs
-
inhLoF
- Count of inherited LoF SNV/INDEL
-
inhLoF Paternal Transmitted
- Count of paternally transmitted LoF SNV/INDEL
-
inhLoF Paternal Untransmitted
- Count of paternally nontransmitted LoF SNV/INDEL
-
inhLoF Maternal Transmitted
- Count of maternally transmitted LoF SNV/INDEL
-
inhLoF Maternal Untransmitted
- Count of maternally nontransmitted LoF SNV/INDEL
-
SV LoF Paternal Transmitted
- Count of paternally transmitted LoF SV
-
SV LoF Paternal Untransmitted
- Count of paternally nontransmitted LoF SV
-
SV LoF Maternal Transmitted
- Count of maternally transmitted LoF SV
-
SV LoF Maternal Untransmitted
- Count of maternally nontransmitted LoF SV
-
CRE SV Paternal Transmitted
- Count of paternally transmitted CRE SV
-
CRE SV Paternal Untransmitted
- Count of paternally nontransmitted CRE SV
-
CRE SV Maternal Transmitted
- Count of maternally transmitted CRE SV
-
CRE SV Maternal Untransmitted
- Count of maternally nontransmitted CRE SV
-
PS ASD
- Autism polygenic risk score (PS) for the offspring
-
PS ASD Father
- Autism PS for the father
-
PS ASD Mother
- Autism PS for the mother
-
Midparent PS ASD
- Defined as (
prs_asd_pat
+prs_asd_mat
)/2
- Defined as (
-
pTDT ASD Dev
- Defined as
prs_asd
-midparent_prs_asd
- Defined as
-
PS SCZ
- Schizophrenia PS for the offspring
-
PS SCZ Father
- Schizophrenia PS for the father
-
PS SCZ Mother
- Schizophrenia PS for the mother
-
Midparent PS SCZ
- Defined as (
prs_scz_pat
+prs_scz_mat
)/2
- Defined as (
-
pTDT SCZ Dev
- Defined as
prs_scz
-midparent_scz_asd
- Defined as
-
PS EA
- Educational attainment PS for the offspring
-
PS EA Father
- Educational attainment PS for the father
-
PS EA Mother
- Educational attainment PS for the mother
-
Midparent PS EA
- Defined as (
prs_ea_pat
+prs_ea_mat
)/2
- Defined as (
-
pTDT EA Dev
- Defined as
prs_ea
-midparent_ea_asd
- Defined as
- PC1 .. PC10
- First ten ancestry principal components for the offspring
- PC1 Father .. PC2 Father
- First two ancestry principal components for the father
- PC1 Mother .. PC2 Mother
- First two ancestry principal components for the mother
- RVRS
- normalized estimates from multivariate regression combining de novo and inherited rare variants
- PRS
- Normalized estimates from multivariate regression combining polygenic risk for autism, educational attainment, and schizophrenia
- GRS
- Normalized estimates from multivariate regression combining de novo, inherited rare, and common variants