Detecting genetic aberrations associated with cancer using genomic sequencing
First Claim
1. A method of analyzing a biological sample obtained from a subject being screened for a genetic aberration in a chromosomal region associated with cancer, said biological sample comprising cell-free nucleic acid molecules, said method comprising:
- (a) performing sequencing of said cell-free nucleic acid molecules from said biological sample of said subject to generate sequence reads;
(b) receiving, at a computer system, said sequence reads obtained from said sequencing of said cell-free nucleic acid molecules from said biological sample;
(c) aligning at least a portion of said sequence reads to a reference genome;
(d) determining a parameter of a relative amount between (i) a first amount of said sequence reads that align to a first chromosomal region that is part of a first chromosome in the reference genome, and (ii) a second amount of said sequence reads that align to one or more second chromosomal regions in the reference genome; and
(e) determining, using said parameter, whether said first chromosomal region comprises a genetic aberration associated with cancer in cell-free nucleic acid molecules of said biological sample that are derived from a tumor.
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Abstract
Methods, systems, and apparatus determine whether a first chromosomal region exhibits a deletion or an amplification associated with cancer in a sample from a subject (e.g., where the sample includes a mixture of cell-free DNA from tumor cells and non-malignant cells. Nucleic acid molecules of the biological sample are sequenced. Respective amounts of a clinically-relevant chromosomal region and of background chromosomal region(s) are determined from results of the sequencing. A parameter derived from these amounts (e.g. a ratio) is compared to one or more cutoff values, thereby determining a classification of whether first chromosomal region exhibits a deletion or an amplification associated with cancer.
100 Citations
31 Claims
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1. A method of analyzing a biological sample obtained from a subject being screened for a genetic aberration in a chromosomal region associated with cancer, said biological sample comprising cell-free nucleic acid molecules, said method comprising:
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(a) performing sequencing of said cell-free nucleic acid molecules from said biological sample of said subject to generate sequence reads; (b) receiving, at a computer system, said sequence reads obtained from said sequencing of said cell-free nucleic acid molecules from said biological sample; (c) aligning at least a portion of said sequence reads to a reference genome; (d) determining a parameter of a relative amount between (i) a first amount of said sequence reads that align to a first chromosomal region that is part of a first chromosome in the reference genome, and (ii) a second amount of said sequence reads that align to one or more second chromosomal regions in the reference genome; and (e) determining, using said parameter, whether said first chromosomal region comprises a genetic aberration associated with cancer in cell-free nucleic acid molecules of said biological sample that are derived from a tumor. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A system for analyzing a biological sample obtained from a subject being screened for a genetic aberration in a chromosomal region associated with cancer, said biological sample comprising cell-free nucleic acid molecules, said system comprising:
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a sequencing device configured for sequencing a plurality of cell-free nucleic acid molecules from the biological sample of the subject, thereby generating sequence reads; and one or more computer processors communicably coupled with the sequencing device and individually or collectively programmed for; receiving said sequence reads from sequencing of said cell-free nucleic acid molecules from said biological sample; aligning at least a portion of said sequence reads to a reference genome; determining a parameter based on (i) a first amount of said sequence reads that align to a first chromosomal region that is part of a first chromosome in the reference genome, and (ii) a second amount of said sequence reads that align to one or more second chromosomal regions in the reference genome; and determining, using said parameter, whether said first chromosomal region comprises a genetic aberration associated with cancer in cell-free nucleic acid molecules of said biological sample that are derived from a tumor. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31)
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Specification