SimRVSequences

SimRVSequences simulates genetic sequence data in pedigrees to generate realistic, scalable datasets that reflect familial genetic variation.


Key Features:

  • Simulation of Single-Nucleotide Variants (SNVs): SimRVSequences simulates large numbers of SNVs across individuals within pedigrees.
  • Scalability: The tool handles increasing numbers of pedigrees and large SNV sets for extensive family-based studies.
  • Input Flexibility: Accepts user-provided pedigrees and SNV data from unrelated individuals to inform simulations and model genetic heterogeneity.

Scientific Applications:

  • Genetic linkage analysis: Produces simulated pedigree sequence data for studying inheritance patterns and linkage.
  • Association mapping: Enables evaluation of association methods using simulated sequence variation in families.
  • Investigation of hereditary diseases: Facilitates analysis of disease segregation and variant effects within familial contexts.
  • Method validation and experimental design: Provides simulated datasets for validating analytical methods and designing family-based genetic studies.

Methodology:

Employs algorithms to simulate genetic sequence data using input pedigrees and SNV data from unrelated individuals to model genetic heterogeneity across family groups.

Topics

Details

License:
GPL-2.0
Programming Languages:
R
Added:
1/14/2020
Last Updated:
11/24/2024

Operations

Publications

Nieuwoudt C, Brooks-Wilson A, Graham J. SimRVSequences: an R package to simulate genetic sequence data for pedigrees. Bioinformatics. 2019;36(7):2295-2297. doi:10.1093/bioinformatics/btz881. PMID:31764964. PMCID:PMC7141864.

PMID: 31764964
PMCID: PMC7141864
Funding: - Natural Science and Engineering Research Council of Canada: RGPIN-2018-04296 - Canadian Statistical Sciences Institute: CTRMS-342085-2014 - Canadian Institutes of Health Research: MOP-130311