Thoughts and a few refs about rare variants including their detection via sequence data ======================================================================================= Questions: ========= Biology/biochemistry: What are the basic principles behind sequencing? What are the tradeoffs between quality, quantity and cost? Technology: How does one produce sequence information? How does one align sequences? Different current generation options Next-generation sequencing: (Kidd ref from Sarah, thanks!) Alkan, Kidd, et al. et Eichler (2009) Personalized copy number and segmental duplication maps using next-generation sequencing. Nat Genet 41; (Oct 2009); 1061-1068. ------------------------------------------------------------------ Methods: Li BS and Leal SM (2008) Methods for detecting associations with rare variants for common diseases: Application to analysis of sequence data. American Journal of Human Genetics 83:311-321. Morris AP and Zeggini E (2010) An Evaluation of Statistical Approaches to Rare Variant Analysis in Genetic Association Studies. Genetic Epidemiology 34:188-193. Li BS and Leal SM (2009) Discovery of rare variants via sequencing: implications for the design of complex trait association studies. PLOS Genetics 5(5):e1000481. Tavtigian SV et al (2008) Classification of rare missense substitutions, using risk surfaces, with genetic- and molecular-epidemiology applications. Human Mutation 29(11):1342-1354. Goldgar de et al (2008) Genetic evidence and integration of various data sources for classifying uncertain variants into a single model. Human Mutation 29(11):1265-1272. Madsen BE and Browning SR (2009) A groupwise association test for rare mutations using a weighted sum statistic. PLOS Genetics 5(2):e1000384. Dickson SP et al (2010) Rare variants create synthetic genome-wide associations. PLOS Biology 8(1):e1000294. ------------------------------------------------------------------ Population-genetics and disease assoc refs Scherer et al. Challenges and standards in integrating surveys of structural variation. Nat Genet 2007 McCarroll et al. Copy-number variation and association studies of human disease. Nat Genet 2007 McCarroll Extending genome-wide association studies to copy-number variation. Human Molecular Genetics 2008 Itsara et al. Population Analysis of Large Copy Number Variants and Hotspots of Human Genetic Disease. AJHG 2009 Auton et al (2009) Global distribution of genomic diversity underscores rich complex history of continental human populations. Genome Research 19(5):795-803. Ionita-Laza I et al (2009) Estimating the number of unseen variants in the human genome. PNAS 106(13):5008-5013. --------------------------------------------------------------------- Applications: Hedges D et al (2009) Exome sequencing of a multigenerational human pedigree. PLOS One. 4(12):e8232. Ng SB et al (2009) Targeted capture and massively parallel sequencing of 12 human exomes. Nature 461:7261-U153. Ng SB et al (2010) Exome sequencing identifies the cause of a mendelian disorder. Nature Genetics 42:30-U41. Lupski JR et al (2010) Whole-Genome Sequencing in a Patient with Charcot-Marie-Tooth Neuropathy. New England Journal of Medicine. Mar 10 [Epub ahead of print] Roach JC et al (2010) Analysis of Genetic Inheritance in a Family Quartet by Whole-Genome Sequencing. Science. Mar 10 [Epub ahead of print] Cohen et al (2004) Multiple rare alleles contribute to low plasma levels of HDL cholesterol. Science 305:869-872.