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Study Description

This study investigated genomic modifiers of cancer and neurodevelopmental outcomes among individuals with PTEN hamartoma tumor syndrome (PHTS), a rare hereditary disorder caused by germline PTEN variants and associated with broad clinical variability, including cancer predisposition, autism spectrum disorder, developmental delay, and intellectual disability. The primary aim was to determine whether additional inherited genomic variation beyond PTEN contributes to divergent clinical manifestations, particularly the development of cancer versus neurodevelopmental disorders.

The main analytic cohort consisted of 543 probands with germline PTEN variants, including participants with cancer, neurodevelopmental disorders, both cancer and neurodevelopmental disorders, or neither phenotype at the time of consent.

Molecular data were generated from germline DNA extracted from peripheral blood leukocytes using PCR-free whole-genome sequencing at approximately 30× coverage. Sequence reads were aligned to the hg38 human reference genome, followed by standard variant calling, quality control, annotation, and downstream genomic analyses. The study evaluated pathogenic or likely pathogenic variants in established cancer predisposition genes and neurodevelopmental disorder genes, and also performed genome-wide common-variant and rare-variant association analyses to identify candidate modifier loci.

Principal findings showed that a subset of individuals with PHTS carried additional germline variants in known cancer- or neurodevelopment-related genes. Specifically, additional cancer-associated variants were identified in 37 of 543 probands, most commonly involving MITF, DICER1, and BRCA2, while neurodevelopment-associated variants were identified in 43 of 543 probands, including variants in DHCR7, POLG, ARSA, and other genes. Genome-wide analyses further identified candidate modifier loci with potential biological relevance to PTEN signaling and phenotype divergence, including ZNF713, TPTE2P1, and PDPK1. These findings support the hypothesis that PHTS clinical outcomes are influenced not only by germline PTEN variation, but also by additional inherited genomic modifiers.

Data to be made available through dbGaP will include de-identified individual-level germline whole-genome sequencing data and associated phenotype information relevant to PHTS, cancer status, neurodevelopmental status, demographic variables, and PTEN variant classification, consistent with participant consent and institutional certification. The individual-level data are intended for controlled access.

Authorized Access
Publicly Available Data
  Link to other NCBI resources related to this study
Study Inclusion/Exclusion Criteria

Inclusion criteria:

Participants were eligible for inclusion if they were enrolled research participants with available archived germline DNA and written informed consent under Cleveland Clinic IRB-approved protocols 8458 and/or 15-174. Participants were accrued between September 1, 2005, and December 1, 2020, through the Cleveland Clinic PTEN Multidisciplinary Clinic and Center of Excellence or participating Developmental Synaptopathies Consortium sites.

Exclusion criteria:

Participants were excluded from genomic analyses if they did not have appropriate consent, lacked sufficient archived DNA for whole-genome sequencing, or did not pass sample-level or genotype-level quality control. Quality control exclusions included samples or variants with low genotyping rates, high missingness, or significant deviation from Hardy-Weinberg equilibrium. For the primary analytic cohort, PTEN wildtype family members were excluded.

Selected Publications
Diseases/Traits Related to Study (MeSH terms)
Authorized Data Access Requests
Study Attribution
  • Principal Investigator
    • Ying Ni, PhD. Cleveland Clinic, Cleveland, Ohio, USA.
  • Co-Investigator
    • Lamis Yehia, PhD. Cleveland Clinic, Cleveland, Ohio, USA.
  • Funding Source
    • PTEN research foundation. PTEN research foundation.