Microfluidic Droplet Encapsulation for Deterministic Single-Cell Profiling

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Solution Overview

Problem

Current high-throughput single-cell RNA-sequencing technologies face challenges with stochastic cell capture and unknown barcodes in droplet-based systems, leading to faulty encapsulation, high costs, and limited flexibility, which hampers the ability to achieve comprehensive and deterministic phenotypical profiling.

Innovation Solution

A microfluidic system for deterministic nanoliter-droplet encapsulation and consortia assembly, enabled by machine-vision driven detection and stopped-flow processing, allowing for precise cell encapsulation and barcoding within nanoliter droplets, thereby reducing manual labor and costs while enhancing reproducibility and sensitivity.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If droplet-based high-throughput scRNA-seq is used, then throughput is increased and costs are reduced, but stochastic cell capture leads to faulty encapsulation and inability to select for or discard cells

Engineering Contradiction:
ImprovethroughputVSAvoidencapsulation quality
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The patent replaces stochastic mechanical cell capture with deterministic microfluidic control. A microfluidic device with controlled flow rates and precise channel geometry encapsulates cells in nanoliter droplets with known barcodes, eliminating randomness while maintaining high throughput. The system uses computer-controlled syringe pumps and microfluidic valves to achieve deterministic encapsulation.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The patent implements feedback control through machine vision systems that detect cell presence and characteristics in real-time. The system uses cameras to monitor the microfluidic channels, identifies cells of interest, and adjusts flow rates or triggering mechanisms to ensure only suitable cells are encapsulated with the correct barcodes, thereby improving encapsulation quality while maintaining throughput.

Inventive Principle:
Principle #23Feedback

2Productivity

If conventional droplet-based systems are used, then high-throughput processing is achieved, but unknown barcode sequences limit the ability to acquire phenotypical profiles

Engineering Contradiction:
ImprovethroughputVSAvoidbarcode information
Core Design Contradiction:
ProductivityVSLoss of information

Solution Approach 1:

The patent applies preliminary action by pre-assigning known barcodes to microfluidic channels or droplet generation points before cell encapsulation. Instead of using unknown barcodes generated during the process, the system pre-configures barcode sequences in the microfluidic device, allowing cells to be tagged with predetermined identifiers that enable subsequent phenotypical profiling while maintaining high throughput.

Inventive Principle:
Principle #10Preliminary action

3Adaptability or versatility

If bead-based approaches are used for molecular profiling, then comprehensive biological profiling is enabled, but production of functionalized particles is challenging and introduces additional restrictions

Engineering Contradiction:
Improvemolecular profiling capabilityVSAvoidbead production
Core Design Contradiction:
Adaptability or versatilityVSEase of manufacture

Solution Approach 1:

The patent extracts the complex bead production step from the workflow by eliminating the need for functionalized particles entirely. Instead of producing and handling beads, the system uses a microfluidic approach where reagents and barcodes are delivered directly to cells through controlled fluid flow, simplifying manufacturing while maintaining comprehensive profiling capability.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent introduces a microfluidic device as an intermediary between sample preparation and molecular profiling. This intermediary system controls the delivery of reagents, enzymes, and barcodes to cells, replacing the complex bead-based intermediary with a programmable fluidic system that is easier to manufacture and adapt.

Inventive Principle:
Principle #24Intermediary (Mediator)

4Manufacturing precision

If manual processing is used for single-cell analysis, then flexibility and precision are maintained, but manual labor and costs remain high

Engineering Contradiction:
Improvecell selection precisionVSAvoidmanual labor
Core Design Contradiction:
Manufacturing precisionVSExtent of automation

Solution Approach 1:

The patent implements self-service automation where the microfluidic system autonomously performs cell encapsulation, barcode assignment, and sample processing without manual intervention. The system uses integrated sensors, computer control, and automated fluid handling to complete tasks that were previously manual, thereby maintaining precision while eliminating labor-intensive steps.

Inventive Principle:
Principle #25Self-service

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 significantly reduces manual labor and costs, improves reproducibility, and enables efficient phenotypical and molecular profiling by ensuring deterministic cell encapsulation and barcoding, facilitating the processing of multiple samples with lower cellular input and increased throughput.

Implementation Method 1

The microfluidic device enables stopped-flow triggered upon machine-vision driven detection of entities on the microfluidic system at the phenotypical profiling/imaging site

Methodology Applied
Scientific EffectShear forces: Shear Stress

Implementation Method 2

A microfluidic system for deterministic nanoliter-droplet encapsulation and consortia assembly, enabled by machine-vision driven detection and stopped-flow processing

Methodology Applied
Scientific EffectFluid flow control: Laminar Flow

Implementation Method 3

stopped-flow triggered upon machine-vision driven detection of entities on the microfluidic system at the phenotypical profiling/imaging site

Methodology Applied
Scientific EffectMachine-vision detection: Photography

Data Source

PatentUS20240401026A1System and method for single cell phenotypical profiling and deterministic nanoliter-droplet encapsulation and deterministic droplet consortia assemblies
Publication Date: 2024.12.05 ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL)
  • US20240401026A1 patent drawing
  • US20240401026A1 patent drawing
  • US20240401026A1 patent drawing

AI summary

The present invention concerns a system for phenotypical profiling of at least one object and deterministic nanoliter-droplet encapsulation, comprising sample supplying means, buffer supplying means; a microfluidic chip comprising an encapsulation area or structure in which the object is encapsulated with a quantity of the reaction buffer by the droplet; detection means configured to detect the passage of the object through the first imaging chamber; at least one valve configured to stop the flow of the sample buffer when the detection means detect passage of the object through the first imaging chamber; phenotypical assessing means configured to assess the phenotype of the object when the flow of the sample buffer is stopped by the valve and the object is at an object stopping site; a droplet deposition means configured to deposit the droplet in a well or in a well of a multi-well plate and comprising an outlet capillary.