Analyzing the large and complex SFARI autism cohort data using the Genotypes and Phenotypes in Families (GPF) platform
The exploration of genotypic variants impacting phenotypes is a cornerstone in genetics research. The emergence of vast collections containing deeply genotyped and phenotyped families has made it possible to pursue the search for variants associated with complex diseases. However, managing these large-scale data sets requires specialized computational tools to organize and analyze the extensive data. Genotypes and Phenotypes in Families (GPF) is an open-source platform that manages genotypes and phenotypes derived from collections of families. GPF allows interactive exploration of genetic variants, enrichment analysis for de novo mutations, phenotype/genotype association tools, and secure data sharing. GPF is used to disseminate two family collection data sets, SSC and SPARK, for the study of autism, built by the Simons Foundation. The GPF instance at the Simons Foundation (GPF-SFARI) provides protected access to comprehensive genotypic and phenotypic data for SSC and SPARK. GPF-SFARI also provides public access to an extensive collection of de novo mutations from individuals with autism and related disorders and to gene-level statistics of the protected data sets characterizing the genes' roles in autism. However, GPF is versatile and can manage genotypic data from other small or large family collections. Here, we highlight the primary features of GPF within the context of GPF-SFARI.
Authors
- Christopher Fleisch
- Murat Cokol (ORCID: https://orcid.org/0000-0001-9084-3367)
- Kevin Shi (ORCID: https://orcid.org/0000-0002-0303-6987)
- Natalia Volfovsky (ORCID: https://orcid.org/0000-0003-4007-9035)
- Ivan Iossifov (ORCID: https://orcid.org/0000-0003-0035-8312)
- Boris Yamrom (ORCID: https://orcid.org/0000-0002-1836-035X)
- Adriana Muñoz
- Zohar Weinstein (ORCID: https://orcid.org/0000-0002-7472-9297)
- Ivan Ivanov (ORCID: https://orcid.org/0000-0002-2616-894X)
- Alex Lash (ORCID: https://orcid.org/0000-0003-3787-1590)
- Steven J. Ford
- Simon Xu
- Yoon-ha Lee
- Liubomir Chorbadjiev
- Svetlin Mladenov
- Steven C. Marks
- Iliya Todorov
- Nikolay Dimitrov
Institutions
- Sakarya University (TR)
- Cambridge Health Alliance (US)
- Cold Spring Harbor Laboratory (US)
- Radius Health (United States) (US)
- Simons Foundation (US)
- New York Foundation (US)
- New York Genome Center (US)
- National Center of Infectious and Parasitic Diseases (BG)
Publication Details
- Journal
- Genome Research
- Published
- 2025-09-16
- DOI
- https://doi.org/10.1101/gr.280356.124
- Citations
- 1
- Primary Topic
- Autism Spectrum Disorder Research
- Type
- article
Funders
- Simons Foundation Autism Research Initiative
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory
- National Heart, Lung, and Blood Institute