Systems and methods to detect rare mutations and copy number variation

Patent No. US10876172 (titled "Systems and methods to detect rare mutations and copy number variation") on Jun 9, 2020. The application was issued on Dec 29, 2020.

What is this patent about?

’172 is related to the field of molecular diagnostics and bioinformatics, specifically focusing on the detection of rare genetic variations and copy number alterations within cell-free polynucleotides. The technology addresses the challenge of identifying low-frequency mutations, such as those shed by tumors into the bloodstream, which are often obscured by the inherent noise and bias of standard sequencing workflows.

The underlying idea behind ’172 is the use of a digital sequencing framework that employs molecular barcodes to track and collapse sequence reads into high-fidelity consensus sequences. By tagging parent molecules before amplification, the system can distinguish between true biological variants and errors introduced during PCR or sequencing, effectively filtering out noise to reveal mutations present at extremely low concentrations.

The claims of ’172 focus on a longitudinal method for assessing cancer by analyzing samples from a subject at multiple time points. The process involves attaching a limited set of barcodes to a population of cell-free DNA (cfDNA) such that the number of unique tags is fewer than the number of molecules mapping to a specific genomic position, followed by amplification and sequencing to monitor genetic changes over time.

In practice, the invention works by grouping sequencing reads into familial sets based on their unique identifiers and genomic coordinates. This familial collapsing allows the system to identify a single parent molecule from many progeny reads, thereby neutralizing amplification bias and providing a quantitative measure of unique molecules. This statistical approach enables the detection of variants with a sensitivity as high as 0.1%.

This method differs from prior approaches by maximizing conversion efficiency and utilizing non-unique tagging strategies to manage high-diversity samples without requiring billions of distinct barcodes. By comparing normalized sequence data across predefined genomic regions and across different time intervals, the system provides a dynamic profile of a subject’s tumor burden, facilitating early detection and therapy monitoring.

How does this patent fit in bigger picture?

Technical Landscape

In the early 2010s when ’172 was filed, the analysis of cell-free nucleic acids was typically implemented using high-throughput sequencing platforms that were subject to inherent per-base error rates. At a time when genetic diagnostic systems commonly relied on counting raw sequence reads to estimate genomic representation, software constraints made the detection of rare variants and sub-chromosomal copy number changes non-trivial due to the presence of stochastic noise and amplification biases. Furthermore, technical practices for identifying unique molecules in a sample often lacked robust mechanisms to distinguish between true biological variants and artifacts introduced during the library preparation or sequencing processes.

Prosecution Position

The disclosed invention represents a meaningful technical advancement through the integration of molecular tagging and computational collapsing of sequence reads to generate high-fidelity consensus sequences. This architectural shift enables the suppression of sequencing-induced noise by grouping progeny polynucleotides into families derived from the same parent molecule, thereby allowing for the identification of rare mutations at frequencies lower than the raw error rate of the sequencing platform. The technical effect achieved is a significant increase in sensitivity and specificity for detecting both copy number variations and rare genetic alterations from low-input samples, such as cell-free DNA. This capability overcomes the technical constraint of signal-to-noise ratios in liquid biopsies, enabling the simultaneous quantification of genetic heterogeneity and the detection of somatic variants with sub-chromosomal resolution.

Claims

This patent contains a total of 23 claims, with claim 1 serving as the sole independent claim. The independent claim focuses on a method for detecting the presence or absence of cancer in a subject by utilizing molecular barcodes to tag and sequence cell-free DNA from samples collected at two different time points. The dependent claims serve to further define the process by specifying sample types such as blood or tissue, detailing the use of epigenetic patterns and somatic genetic variants for diagnosis, outlining treatment monitoring applications, and describing technical bioinformatics steps including read mapping, family grouping, and confidence scoring for base calling.

Key Claim Terms New

Definitions of key terms used in the patent claims.

Term (Source)Support for SpecificationInterpretation
Cell-free deoxyribonucleic acid (cfDNA)
(Claim 1)
Cell free DNA (“cfDNA”) has been known in the art for decades, and may contain genetic aberrations associated with a particular disease. In some embodiments, the initial starting genetic material is cell-free nucleic acid. The disclosure provides for a method for detecting a rare mutation in a cell-free or substantially cell free sample obtained from a subject.Extracellular DNA molecules found in bodily fluids, often fragmented, which may contain genetic aberrations associated with a disease or condition.
Cell-free deoxyribonucleic acid (cfDNA) molecules
(Claim 1)
Cell free DNA (“cfDNA”) has been known in the art for decades, and may contain genetic aberrations associated with a particular disease. One approach may include the monitoring of a sample derived from cell free nucleic acids, a population of polynucleotides that can be found in different types of bodily fluids. These extracellular polynucleotides may be fragments or fragmented after isolation.Extracellular DNA fragments found in bodily fluids (such as plasma or serum) that may contain genetic aberrations associated with a disease or condition.
Mappable base position
(Claim 1)
The method identifies a subset of mapped sequence reads that align with a variant of the reference sequence at each mappable base position. For each mappable base position, a ratio is calculated of (a) a number of mapped sequence reads that include a variant as compared to the reference sequence, to (b) a number of total sequence reads for each mappable base position. Ratios or frequency of variance for each mappable base position are normalized to determine potential rare variants.A specific location or coordinate within a reference genome where sequence reads can be aligned to identify variants or quantify coverage.
Molecular barcodes
(Claim 1)
In some embodiments, the barcode is a polynucleotide, which may further comprise random sequence or a fixed or semi-random set of oligonucleotides that in combination with the diversity of molecules sequenced from a select region enables identification of unique molecules. The barcode may be at least a 3, 5, 10, 15, 20 25, 30, 35, 40, 45, or 50mer base pairs in length. Barcodes can be attached to extracellular polynucleotides or fragments thereof prior to any amplification or enrichment step.Polynucleotide tags, which may include random sequences or fixed/semi-random sets of oligonucleotides, used in combination with sequence start/stop positions to identify unique parent molecules.
Reference sequence
(Claim 1)
Mapping sequence reads derived from the sequencing onto a reference sequence is a step in detecting rare mutations or copy number variations. The method involves quantifying/counting mapped reads in two or more predefined regions of the reference sequence. A plurality of the reference sequences may be from the same genome.A known genomic sequence or database used as a standard for aligning and comparing sequence reads to identify variants, mutations, or copy number changes.
Tagged parent polynucleotides
(Claim 1)
The method comprises providing at least one set of tagged parent polynucleotides. The method further comprises converting initial starting genetic material into the tagged parent polynucleotides. Converting may comprise any of blunt-end ligation, sticky end ligation, molecular inversion probes, PCR, ligation-based PCR, single strand ligation and single strand circularization.The initial starting genetic material, such as cell-free DNA fragments, that have been ligated or otherwise attached to barcodes before amplification.

Litigation Cases New

US Latest litigation cases involving this patent.

Case NumberFiling DateTitle
1:22-cv-00334Mar 17, 2022Illumina, Inc. v. Guardant Health, Inc. et al

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US10876172

Application Number
US16897038A
Filing Date
Jun 9, 2020
Publication Date
Dec 29, 2020
External Links
Slate, USPTO , Google Patents