Genotype calling
Determining a genetic sequence for a particular site on an individual's genome is disclosed, including: receiving a measurement associated with a particular sequence for the particular site on the individual's genome, receiving contextual information associated with a context of the individual within a larger collection of genetic information, and using the measurement associated with the particular sequence and the contextual information to compute an improved determination of the genetic sequence at the particular site on the individual's genome.
1. A system for determining a genetic sequence for a particular site on an individual's genome, comprising:
a processor configured to:
receive a measurement associated with a particular sequence for the particular site on the individual's genome;
receive contextual information associated with a context of the individual within a larger collection of genetic information; and
use the measurement associated with the particular sequence and the contextual information to compute an improved determination of the genetic sequence at the particular site on the individual's genome, including to perform a statistical analysis using the measurement associated with the particular sequence and the contextual information to determine a call with the highest probability based on the measurement and the contextual information; and
a memory coupled to the processor and configured to provide the processor with instructions.
2. The system of claim 1 wherein the sequence comprises one SNP.
3. The system of claim 1 wherein the measurement associated with a particular sequence comprises a hybridization intensity value.
4. The system of claim 3 wherein the hybridization intensity value results in a “no-call” for the particular site on the individual's genome.
5. The system of claim 1 wherein the contextual information comprises family inheritance information.
6. The system of claim 1 wherein the contextual information comprises population-specific information.
7. The system of claim 1 wherein the contextual information comprises linkage disequilibrium information.
8. The system of claim 1 wherein the contextual information comprises information regarding one or more other sites associated with the particular site.
9. The system of claim 1 wherein the contextual information comprises information from multiple probes.
10. The system of claim 1 wherein the measurement associated with a particular sequence includes an indication that there is a “no-call.”
11. The system of claim 1 wherein the contextual information comprises information obtained from a database of individuals' DNA information.
12. The system of claim 9 wherein the number of probes used is determined by the priority of a SNP being called.
13. The system of claim 9 wherein the multiple probes comprise presence/absence probes.
14. The system of claim 9 wherein the multiple probes account for polymorphisms within the genomic sequence.
15. The system of claim 9 wherein the multiple probes account for multi-allelic SNPs.
16. The system of claim 1 wherein using the measurement comprises adjusting a prior probability.
17. The system of claim 1 wherein using the measurement comprises adjusting an observed probability.
18. The system of claim 1 wherein using the measurement comprises using a function that takes as input the measurement and the contextual information.
19. A method for determining a genetic sequence for a particular site on an individual's genome, comprising:
receiving a measurement associated with a particular sequence for the particular site on the individual's genome;
receiving contextual information associated with a context of the individual within a larger collection of genetic information; and
using one or more computer processors the measurement associated with the particular sequence and the contextual information to compute an improved determination of the genetic sequence at the particular site on the individual's genome, including performing a statistical analysis using the measurement associated with the particular sequence and the contextual information to determine a call with the highest probability based on the measurement and the contextual information.
20. A computer program product for determining a genetic sequence for a particular site on an individual's genome, the computer program product being embodied in a non-transitory tangible computer readable medium and comprising computer instructions for:
receiving a measurement associated with a particular sequence for the particular site on the individual's genome;
receiving contextual information associated with a context of the individual within a larger collection of genetic information; and
using the measurement associated with the particular sequence and the contextual information to compute an improved determination of the genetic sequence at the particular site on the individual's genome, including performing a statistical analysis using the measurement associated with the particular sequence and the contextual information to determine a call with the highest probability based on the measurement and the contextual information.