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 biological samples useful for monitoring the progression of cancer in a subject, the method comprising:
(a) performing sequencing on a tumor biopsy sample of the subject to identify a plurality of tumor-specific mutations, wherein the tumor-specific mutations comprise one or more single nucleotide variant (SNV) mutations;
(b) evaluating results of the sequencing on the tumor biopsy sample to determine a plurality of target loci specific to the subject, wherein each target locus spans a tumor-specific mutation of the identified plurality of tumor-specific mutations; and
(c) assaying cell-free DNA isolated from a plurality of biological samples obtained from the subject at different time points, wherein the assaying comprises:
performing targeted multiplex PCR amplification to amplify the plurality of target loci together in the same reaction volume from the isolated cell-free DNA using primers specific to the plurality of target loci for the individual subject; and
performing high-throughput sequencing of the amplified DNA comprising the plurality of target loci to obtain sequence reads, 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 sequence reads.
2. The method of claim 1 , wherein the cell-free DNA comprises circulating tumor DNA.
3. The method of claim 1 , wherein the tumor-specific mutations comprise one or more copy number variation (CNV) mutations.
4. 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.
5. The method of claim 1 , wherein the tumor-specific mutations comprise one or more clonal SNV mutations.
6. The method of claim 1 , wherein the tumor-specific mutations comprise one or more subclonal SNV mutations.
7. The method of claim 6 , wherein at least one subclonal SNV mutation is in a gene selected from the group consisting of CIC, KDM6A, NF1, and TRIM67.
8. The method of claim 1 , wherein the tumor-specific mutations comprise one or more clonal SNV mutations and one or more subclonal SNV mutations.
9. The method of claim 1 , wherein the method further comprises determining clonal heterogeneity of the cancer sample.
10. The method of claim 1 , wherein the method further comprises designing targeted PCR assays for the tumor-specific mutations identified in the cancer sample.
11. The method of claim 1 , wherein amplifying comprises targeted multiplex PCR amplification of 10 to 50 of the target loci.
12. 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.
13. The method of claim 1 , wherein the cancer is colorectal cancer.
14. The method of claim 1 , wherein the cancer is lung cancer.
15. The method of claim 1 , wherein the cancer is bladder cancer.
16. The method of claim 1 , wherein the cancer is breast cancer.
17. The method of claim 1 , wherein the biological sample is a blood, serum, plasma, or urine sample.
18. The method of claim 1 , wherein step (a) comprises performing whole exome sequencing on a tumor biopsy sample of the subject to identify the plurality of tumor-specific mutations.