Detecting mutations and ploidy in chromosomal segments
The invention provides methods, systems, and computer readable medium for detecting ploidy of chromosome segments or entire chromosomes, for detecting single nucleotide variants and for detecting both ploidy of chromosome segments and single nucleotide variants. In some aspects, the invention provides methods, systems, and computer readable medium for detecting cancer or a chromosomal abnormality in a gestating fetus.
1. A method for preparing a sample of a subject having cancer or suspected of having cancer useful for identifying one or more tumor-specific variants in a blood, plasma, serum, or urine sample, the method comprising:
(a) performing whole exome sequencing or whole genome sequencing on nucleic acids derived from a tumor sample of the subject and identifying 100 to 20,000 tumor-specific variants;
(b) selectively enriching 100 to 20,000 target loci from cell-free DNA derived from a blood, plasma, serum, or urine sample of the subject to obtain selectively enriched DNA, wherein the 100 to 20,000 of the target loci each encompasses one of the tumor-specific variants identified in the tumor sample of the subject, wherein the selective enrichment of the target loci is performed using 100 to 20,000 target-specific primers or probes in the same reaction mixture; and
(c) sequencing the selectively enriched DNA and obtaining sequence reads with a depth of read of at least 10,000 per target locus, and identifying one or more of the tumor-specific variants present in the cell-free DNA from the sequence reads.
2. The method of claim 1 , wherein step (c) comprises sequencing the selectively enriched DNA and obtaining sequence reads with a depth of read of at least 50,000 per target locus.
3. The method of claim 1 , wherein the tumor sample of the subject is from a solid tumor.
4. The method of claim 1 , wherein the tumor sample of the subject is a tumor tissue sample.
5. The method of claim 1 , wherein the cell-free DNA comprises circulating tumor DNA.
6. The method of claim 1 , wherein the tumor-specific variants comprise one or more clonal SNV mutations.
7. The method of claim 1 , wherein step (a) further comprises determining clonal heterogeneity of the tumor sample.
8. The method of claim 1 , wherein step (b) comprises selectively enriching 100 to 2,000 target loci each encompassing one of the tumor-specific variants identified in the tumor sample of the subject.
9. The method of claim 1 , wherein step (b) comprises selectively enriching 2,000 to 20,000 target loci each encompassing one of the tumor-specific variants identified in the tumor sample of the subject.
10. The method of claim 1 , wherein the method further comprises designing target-specific primers or probes capable of hybridizing to the tumor-specific variants identified in the tumor sample of the subject.
11. The method of claim 1 , wherein the method further comprises performing barcoding PCR prior to step (c).
12. The method of claim 1 , wherein the method further comprises detecting recurrence and/or metastases of the cancer from the tumor-specific variants detected in the cell-free DNA.
13. The method of claim 1 , wherein the subject is a human subject.
14. The method of claim 1 , wherein the cancer is colorectal cancer, lung cancer, bladder cancer, or breast cancer.
15. The method of claim 1 , wherein the method identifies a tumor-specific variant present in the cell-free DNA at a limit of detection of less than or equal to 0.015%.
16. A method for preparing a sample of a subject having cancer or suspected of having cancer useful for identifying one or more tumor-specific variants in a blood, plasma, serum, or urine sample, the method comprising:
(a) performing whole exome sequencing or whole genome sequencing on nucleic acids derived from a tumor sample of the subject and identifying 100 to 20,000 tumor-specific variants;
(b) selectively enriching 100 to 20,000 target loci from cell-free DNA derived from a blood, plasma, serum, or urine sample of the subject to obtain selectively enriched DNA, wherein the 100 to 20,000 of the target loci each encompasses one of the tumor-specific variants identified in the tumor sample of the subject, wherein the selective enrichment of the target loci is performed using 100 to 20,000 target-specific primers or probes in the same reaction mixture; and
(c) sequencing the selectively enriched DNA and obtaining sequence reads, and identifying one or more of the tumor-specific variants present in the cell-free DNA from the sequence reads, wherein the method identifies a tumor-specific variant present in the cell-free DNA at a limit of detection of less than or equal to 0.05%.
17. The method of claim 16 , wherein the method identifies a tumor-specific variant present in the cell-free DNA at a limit of detection of less than or equal to 0.015%.
18. The method of claim 16 , wherein the tumor sample of the subject is from a solid tumor.
19. The method of claim 16 , wherein the tumor sample of the subject is a tumor tissue sample.
20. The method of claim 16 , wherein the cell-free DNA comprises circulating tumor DNA.
21. The method of claim 16 , wherein the tumor-specific variants comprise one or more clonal SNV mutations.
22. The method of claim 16 , wherein step (a) further comprises determining clonal heterogeneity of the tumor sample.
23. The method of claim 16 , wherein step (b) comprises selectively enriching 100 to 2,000 target loci each encompassing one of the tumor-specific variants identified in the tumor sample of the subject.
24. The method of claim 16 , wherein step (b) comprises selectively enriching 2,000 to 20,000 target loci each encompassing one of the tumor-specific variants identified in the tumor sample of the subject.
25. The method of claim 16 , wherein the method further comprises designing target-specific primers or probes capable of hybridizing to the tumor-specific variants identified in the tumor sample of the subject.
26. The method of claim 16 , wherein the method further comprises performing barcoding PCR prior to step (c).
27. The method of claim 16 , wherein the method further comprises detecting recurrence and/or metastases of the cancer from the tumor-specific variants detected in the cell-free DNA.
28. The method of claim 16 , wherein the subject is a human subject.
29. The method of claim 16 , wherein the cancer is colorectal cancer, lung cancer, bladder cancer, or breast cancer.
30. The method of claim 16 , wherein step (c) comprises sequencing the selectively enriched DNA and obtaining sequence reads with a depth of read of at least 50,000 per target locus.