SERS Tag Manufacturing via Controlled Aggregation

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Solution Overview

Problem

Current methods for manufacturing Surface Enhanced Raman Spectroscopy (SERS) tags are not reproducible, cost-efficient, or versatile, and they struggle to produce high quantities of SERS tags with a narrow size distribution and a high ratio of low-number aggregates, which are desirable for enhanced ensemble SERS responses.

Innovation Solution

A method involving the combination of two colloids, one with nanoparticles and a stabilizing agent, and another with Raman active reporter molecules and a stabilizing agent, followed by controlled aggregation at specific pH values or with salt or solvent additions, to produce SERS tags with a narrow size distribution and a high ratio of low-number aggregates.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Manufacturing precision

If post-synthetic sorting techniques are used to enrich low-number aggregates, then the ratio of low-number aggregates is improved, but the production time and cost increase significantly

Engineering Contradiction:
Improveratio of low-number aggregatesVSAvoidproduction time
Core Design Contradiction:
Manufacturing precisionVSProductivity

Solution Approach 1:

The patent applies preliminary action by controlling the aggregation process during synthesis to directly produce SERS tags with desired aggregate distribution, rather than sorting after synthesis. The controlled aggregation synthetic process pre-establishes the narrow size distribution and high ratio of low-number aggregates during the manufacturing process itself, eliminating the need for subsequent time-consuming sorting operations.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent extracts the sorting step from the overall manufacturing process by implementing controlled aggregation during synthesis. This removes the separate post-synthetic sorting operation (which required high viscosity density gradient media and centrifugation) and integrates the size control function directly into the aggregation process, thereby eliminating the time and resource overhead of extraction-based sorting.

Inventive Principle:
Principle #2Taking out (Extraction)

2Manufacturing precision

If post-synthetic sorting techniques are used to enrich low-number aggregates, then the ratio of low-number aggregates is improved, but the production cost increases significantly

Engineering Contradiction:
Improveratio of low-number aggregatesVSAvoidproduction cost
Core Design Contradiction:
Manufacturing precisionVSEase of manufacture

Solution Approach 1:

The patent applies preliminary action by controlling the aggregation process during synthesis to directly produce SERS tags with desired aggregate distribution, rather than sorting after synthesis. The controlled aggregation synthetic process pre-establishes the narrow size distribution and high ratio of low-number aggregates during the manufacturing process itself, eliminating the need for subsequent expensive sorting operations.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent employs simple, inexpensive reagents for controlled aggregation (such as salts, pH adjusters, or small molecules) that can be easily removed or are biocompatible, replacing the expensive high viscosity density gradient media (iodixanol) required for post-synthetic sorting. This substitution with cheaper, more accessible materials significantly reduces production costs.

Inventive Principle:
Principle #27Cheap short-living objects (Disposable)

3Manufacturing precision

If solid support assisted aggregation is used to achieve narrow size distribution, then the size distribution is improved, but the surface available for Raman active reporter molecule adsorption decreases

Engineering Contradiction:
Improvesize distributionVSAvoidsurface area for adsorption
Core Design Contradiction:
Manufacturing precisionVSQuantity of substance

Solution Approach 1:

The patent extracts the solid support from the aggregation process, performing controlled aggregation in homogeneous solution instead. This eliminates the solid support surface that would otherwise compete with Raman active reporter molecules for nanoparticle surface binding sites, thereby maximizing the surface area available for reporter molecule adsorption while still achieving narrow size distribution through solution-based controlled aggregation.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent uses small molecule mediators (such as salts, pH adjusters, or weak-binding ligands) to control aggregation in solution, replacing the solid support intermediary. These mediators temporarily facilitate controlled aggregation during synthesis but do not permanently bind to the nanoparticle surface, leaving maximum surface area available for Raman active reporter molecule adsorption.

Inventive Principle:
Principle #24Intermediary (Mediator)

4Manufacturing precision

If solid support assisted aggregation is used to achieve narrow size distribution, then the size distribution is improved, but the production time increases

Engineering Contradiction:
Improvesize distributionVSAvoidproduction time
Core Design Contradiction:
Manufacturing precisionVSProductivity

Solution Approach 1:

The patent extracts the solid support and associated lengthy processing steps from the aggregation process. By performing controlled aggregation in homogeneous solution with simple reagents, the method eliminates time-consuming steps such as solid support functionalization, multiple washing cycles, and complex separation procedures, thereby achieving narrow size distribution in significantly reduced production time.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent skips the lengthy solid support assisted aggregation protocol and implements a streamlined solution-based controlled aggregation process. This rushed-through approach uses simple pH adjustment or salt addition to rapidly control aggregation kinetics, achieving narrow size distribution in minutes rather than hours, thereby significantly improving production throughput.

Inventive Principle:
Principle #21Skipping (Rushing through)

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 method enables the expedient production of high quantities of SERS tags with a narrow size distribution and a high ratio of low-number aggregates, resulting in increased ensemble SERS responses without the limitations of previous methods.

Implementation Method 1

a stabilizing agent adsorbed on the surface of the nanoparticles

Methodology Applied
Scientific EffectAdsorption: Adsorption

Implementation Method 2

Raman active reporter molecules adsorbed on the surface of the nanoparticles

Methodology Applied
Scientific EffectAdsorption: Adsorption

Implementation Method 3

inducing aggregation of the nanoparticles to provide SERS tags

Methodology Applied
Scientific EffectAggregation: Coagulation

Data Source

PatentUS12216059B2Method for manufacturing surface enhanced Raman spectroscopy tags
Publication Date: 2025.02.04 SICPA HOLDING SA
  • US12216059B2 patent drawing
  • US12216059B2 patent drawing
  • US12216059B2 patent drawing

AI summary

The present invention relates to the field of methods of manufacturing of surface enhanced Raman spectroscopy (SERS) tags. The manufacturing method according to the present invention is reproducible and versatile and enables the production in an expedient manner of high quantities of SERS tags characterized by a narrow size distribution and a high ratio of low-number aggregates. SERS tags manufactured by the inventive manufacturing method described herein provide increased ensemble SERS responses.