Linear Single-Cell Genome Amplification for Accurate SNV Detection

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Solution Overview

Problem

Current methods for whole-genome amplification of single cells, such as PCR and MDA, suffer from sequence-dependent bias and amplification errors, leading to inaccurate detection of single nucleotide variants (SNVs) due to nonlinear amplification, which cannot be effectively filtered out even with increased sequencing depth.

Innovation Solution

The method employs linear amplification techniques using strand displacement polymerases and specific primers to produce independent amplicons, allowing for accurate SNV detection by separating DNA fragments into small reaction compartments for uniform amplification, and introduces a 'barcode' system to differentiate between independently copied amplicons, thereby reducing false positives.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If nonlinear amplification methods (PCR or MDA) are used to amplify single cell genome, then amplification efficiency is improved, but amplification errors are propagated and cannot be discriminated from true variants

Engineering Contradiction:
Improveamplification efficiencyVSAvoidSNV detection accuracy
Core Design Contradiction:
ProductivityVSMeasurement precision

Solution Approach 1:

The patent segments the amplification process into two distinct phases: linear amplification phase where each product is copied only from the original template (not from other products), followed by exponential amplification phase. This segmentation ensures that amplification errors are not propagated during the linear phase, while still achieving sufficient yield through the subsequent exponential phase. The linear amplification uses strand-displacement polymerase with specific primers that prevent product re-priming, creating a controlled environment where errors made in early cycles are not copied by other amplified products.

Inventive Principle:
Principle #1Segmentation

2Speed

If random primers are used for PCR-based whole-genome amplification, then amplification speed is improved, but sequence-dependent bias is introduced

Engineering Contradiction:
Improveamplification speedVSAvoiduniform representation of genome
Core Design Contradiction:
SpeedVSManufacturing precision

Solution Approach 1:

The patent changes the fundamental parameter of amplification kinetics from exponential to linear by using strand-displacement polymerase with specific primer characteristics (40%-60% G-rich or C-rich sequences with restriction endonuclease sites). This parameter change in the amplification mode eliminates sequence-dependent bias because each template is copied independently at a constant rate, rather than experiencing the competitive dynamics of exponential PCR where certain sequences amplify preferentially. The linear amplification maintains uniform representation across the entire genome.

Inventive Principle:
Principle #35Parameter changes

3Measurement precision

If increased sequencing depth is used to overcome amplification errors, then variant detection sensitivity is improved, but false positive rate cannot be reduced

Engineering Contradiction:
Improvevariant detection sensitivityVSAvoidfalse positive rate
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The patent applies preliminary action by performing linear amplification before sequencing, where amplification errors are prevented from propagating in the first place. During linear amplification, each DNA product is copied only from the original template molecule, not from other amplified products. This preliminary error prevention strategy ensures that amplification errors are independently generated and diluted among linearly amplified products, rather than being propagated and concentrated as in exponential amplification. Consequently, increased sequencing depth can effectively distinguish true variants from errors without inflating false positive rates.

Inventive Principle:
Principle #10Preliminary action

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This approach achieves high-fidelity and uniform whole-genome amplification, enabling accurate detection of SNVs comparable to bulk sequencing without the need for kindred cells, and allows for the use of clinical samples, improving the accuracy of copy number variations (CNVs) and SNVs detection.

Implementation Method 1

exposing the nucleic acid to a first plurality of primers and to a polymerase that comprises strand displacement activity, wherein the primers anneal to the nucleic acid and the primers are extended by the polymerase

Methodology Applied
Scientific EffectNucleotide polymerization: Chemical Bonding

Implementation Method 2

exposing the mixture to conditions such that the two ends of a full amplicon are capable of annealing to each other, thereby producing looped full amplicons

Methodology Applied
Scientific EffectComplementary base pairing: Chemical Bonding

Implementation Method 3

exposing the looped full amplicons to the restriction endonuclease, thereby rendering the full amplicons unable to be annealed to by the first plurality of primers

Methodology Applied
Scientific EffectRestriction endonuclease cleavage: Enzyme

Data Source

PatentUS11047001B2Methods of linearly amplifying whole genome of a single cell
Publication Date: 2021.06.29 BAYLOR COLLEGE OF MEDICINE
  • US11047001B2 patent drawing
  • US11047001B2 patent drawing
  • US11047001B2 patent drawing

AI summary

Embodiments of the disclosure encompass methods of amplifying nucleic acid from one or more cells. In particular embodiments, the nucleic acid is amplified as amplicons in a linear manner. Specific embodiments include the removal or effective destruction of nonlinearly produced amplicons.