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 cell-free DNA for use in monitoring the progression of cancer comprising:
(a) evaluating results of sequencing on a tumor biopsy sample of a subject to determine a plurality of target loci specific to the subject, wherein each target locus spans a tumor-specific mutation of a plurality of tumor-specific mutations identified in the tumor biopsy sample wherein the tumor-specific mutations comprise one or more single nucleotide variant (SNV) mutations;
(b) performing a targeted multiplex amplification reaction to amplify the plurality of target loci together in the same reaction volume from cell-free DNA isolated from a first biological sample of the subject; and
(c) performing high-throughput sequencing to determine the sequences of the amplified target loci, wherein an SNV mutation that is present in less than or equal to 0.015% of the cell-free DNA having the SNV locus is detected from the sequences of the amplified target loci.
2. The method of claim 1 , further comprising: repeating steps (b) and (c) on cell-free DNA isolated from a second biological sample obtained from the subject at a subsequent time point.
3. The method of claim 1 , wherein the cell-free DNA comprises circulating tumor DNA.
4. The method of claim 1 , wherein the tumor-specific mutations comprise one or more copy number variation (CNV) mutations.
5. The method of claim 1 , wherein the tumor-specific mutations comprise one or more SNV mutations in a gene selected from the group consisting of CYFIP1, FAT1, MLLT4, RASA1, HERC4, JAK2, MSH2, MTOR, PLCG2, GABRG1, and TRIM67.
6. The method of claim 1 , wherein the tumor-specific mutations comprise one or more clonal SNV mutations.
7. The method of claim 1 , wherein the tumor-specific mutations comprise one or more subclonal SNV mutations.
8. The method of claim 7 , wherein at least one subclonal SNV mutation is in a gene selected from the group consisting of CIC, KDM6A, NF1, and TRIM67.
9. The method of claim 1 , wherein the tumor-specific mutations comprise one or more clonal SNV mutations and one or more subclonal SNV mutations.
10. The method of claim 1 , wherein the tumor-specific mutations are identified by whole exome sequencing of the tumor biopsy sample.
11. The method of claim 10 , wherein the method further comprises determining clonal heterogeneity of the tumor biopsy sample.
12. The method of claim 10 , wherein the method further comprises designing targeted PCR assays for the tumor-specific mutations.
13. The method of claim 1 , wherein step (a) comprises targeted multiplex PCR amplification of 10 to 50 target loci from the cell-free DNA.
14. The method of claim 1 , wherein the method further comprises detecting recurrence and/or metastases of the cancer from the tumor-specific mutations detected in the cell-free DNA.
15. The method of claim 1 , wherein the cancer is colorectal cancer.
16. The method of claim 1 , wherein the cancer is lung cancer.
17. The method of claim 1 , wherein the cancer is bladder cancer.
18. The method of claim 1 , wherein the cancer is breast cancer.
19. The method of claim 1 , wherein the biological sample is a blood, serum, plasma, or urine sample.