Gene Variant Libraries With Synonymous Codons for Accurate Activity Screening
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Solution Overview
Problem
Existing methods for testing protein variants are limited in accuracy and precision, particularly when distinguishing between variants that differ by a single nucleotide, leading to incorrect activity measurements due to sequencing errors.
Innovation Solution
Introducing synonymous codons into DNA encoding protein variants to increase the Hamming distance between variants, combined with compartmentalized self-replication (CSR) and shotgun sequencing, allows for precise measurement of the activity of thousands of variants.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If next-generation sequencing is used to measure variant activity, then high throughput measurement is achieved, but sequencing errors cause incorrect mapping between variants and functions
Solution Approach 1:
The patent applies preliminary action by introducing synonymous codons into the DNA library before sequencing to increase Hamming distance between variants. This pre-modification ensures that even if sequencing errors occur, the corrected sequences will still map to the correct variant, thereby resolving the contradiction between high throughput and measurement accuracy
Solution Approach 2:
The patent implements beforehand cushioning by adding redundant synonymous codons that create a buffer against sequencing errors. The increased Hamming distance acts as a cushion that absorbs the impact of potential sequencing errors, ensuring accurate variant identification while maintaining high throughput measurement capabilities
2Measurement precision
If variants are separated into different partitions for measurement, then activity of individual variants can be measured, but intermediate and low activity variants are not directly identified
Solution Approach 1:
The patent uses copying by linking variant activity to the amount of DNA or RNA through PCR amplification and sequencing. This creates a quantitative copy of the activity information that can be measured, allowing detection of intermediate and low activity variants that would be missed in partition-based methods
3Device complexity
If Hamming distance between DNA variants is small (distance of one), then sequencing is faster and simpler, but sequencing errors result in incorrect mapping
Solution Approach 1:
The patent applies parameter changes by deliberately increasing the Hamming distance parameter between DNA variants through the introduction of synonymous codons. This parameter modification maintains sequencing simplicity while dramatically improving the reliability of variant-function mapping by making sequences more resistant to sequencing errors
Data Source
AI summary
Disclosed herein, in part, are methods and compositions for performing high throughput screens of enzyme activity.


