Graphene Oxide Affinity Grids for Cryo-EM Sample Integrity

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Solution Overview

Problem

Cryo-EM sample preparation methods are inefficient and prone to sample denaturation and aggregation due to exposure to the air-water interface, leading to poor resolution and limited data collection.

Innovation Solution

The use of graphene oxide (GO) films on cryo-EM grids, functionalized with various chemistries for diverse target species, and polyethylene glycol spacers to position samples away from the interface, enabling efficient and versatile sample preparation.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If traditional cryo-EM sample preparation methods are used, then samples can be deposited on grids, but samples are exposed to air-water interface causing denaturation and aggregation

Engineering Contradiction:
Improvesample integrityVSAvoidair-water interface exposure
Core Design Contradiction:
ReliabilityVSObject-affected harmful factors

Solution Approach 1:

The patent introduces an affinity support film as an intermediary layer between the sample and the air-water interface. This film functionalized with affinity moieties (such as Ni-NTA, streptavidin, or antibodies) selectively binds to tagged samples, acting as a mediator that prevents direct contact between samples and the harmful air-water interface while maintaining sample integrity and reducing denaturation and aggregation.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Productivity

If affinity grids are used to concentrate samples, then sample preparation efficiency improves, but sample aggregation may occur

Engineering Contradiction:
Improvesample preparation efficiencyVSAvoidsample homogeneity
Core Design Contradiction:
ProductivityVSStability of the object's composition

Solution Approach 1:

The patent applies local quality by functionalizing only specific regions of the support film with affinity moieties, rather than uniformly across the entire surface. This localized functionalization allows samples to be concentrated at specific binding sites while maintaining overall sample homogeneity and preventing excessive aggregation. The support film can have different functional zones that guide sample distribution.

Inventive Principle:
Principle #3Local quality

3Quantity of substance

If thick support films are used, then sample concentration is improved, but electron scattering increases reducing resolution

Engineering Contradiction:
Improvesample concentrationVSAvoidimage resolution
Core Design Contradiction:
Quantity of substanceVSManufacturing precision

Solution Approach 1:

The patent employs thin film technology by using support films with thickness optimized for electron microscopy (typically 3-10 nm). These thin films provide sufficient mechanical support and sample concentration capability while minimizing electron scattering. The affinity moieties are attached to this thin film structure, enabling sample concentration without compromising image resolution due to excessive thickness.

Inventive Principle:
Principle #30Flexible shells and thin films

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

Facilitates high-quality cryo-EM samples with diverse orientations, reducing denaturation and aggregation, allowing for high-resolution structural analysis of proteins and other biological specimens.

Implementation Method 1

graphene oxide (GO) films on cryo-EM grids

Methodology Applied
Scientific EffectDeposition: Deposition (physical)

Implementation Method 2

polyethylene glycol spacers to position samples away from the interface

Methodology Applied
Scientific EffectSteric repulsion:

Implementation Method 3

the grid is plunged into liquid ethane and the biological samples are vitrified in amorphous ice

Methodology Applied
Scientific EffectVitrification: Vitrification

Implementation Method 4

plunged into liquid ethane to rapidly freeze and vitrify

Methodology Applied
Scientific EffectRapid freezing: Freezing

Implementation Method 5

Transmission electron microscopy (TEM) is a versatile technique that can provide high resolution structural information

Methodology Applied
Scientific EffectElectron transmission: Electron Beam

Data Source

PatentUS12360021B2Graphene oxide affinity sample grids for Cyro-EM
Publication Date: 2025.07.15 RGT UNIV OF CALIFORNIA
  • US12360021B2 patent drawing
  • US12360021B2 patent drawing
  • US12360021B2 patent drawing

AI summary

Herein are innovations that enable facile cryo-EM analysis of diverse samples. Methods of functionalizing sample grids for cryo-EM are described, including methods of creating high quality graphene oxide films on cryo-EM substrates. The cryo-EM sample substrates are functionalized with affinity molecules that efficiently concentrate sample molecules and other specimen types on the grid, away from the air-water interface. Affinity groups include amines and proteins such as tagging system proteins and peptides that can be used to capture diverse sample types with high affinity. Optionally, spacers such as PEG chains are used to place sample particles away from the substrate surface, reducing substrate-induced artifacts.