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Updated: Jul 4, 2026

Counting Proteins in Single Cells with Addressable Droplet Microarrays
Published on: July 6, 2018
FINDER converts zero-background kinetic fingerprinting into area-scalable attomolar biomarker detection
Nils Walter1,2,3,4, Liuhan Dai1,4, Pavel Banerjee1
1Single Molecule Analysis Group, Department of Chemistry, University of Michigan, Ann Arbor, MI 48109, USA.
FINDER, a new single-molecule platform, achieves attomolar biomarker quantification by combining kinetic fingerprinting with fluorogenic probes. This method enables amplification-free detection and classification of molecules like miRNA and DNA biomarkers with high sensitivity.
Area of Science:
- Biomolecular analysis
- Single-molecule detection
- Analytical chemistry
Background:
- Analytical sensitivity is often limited by background noise, hindering accurate detection.
- Existing methods struggle to balance sensor area with false positive accumulation.
- Developing sensitive, amplification-free detection methods is crucial for early disease diagnosis.
Purpose of the Study:
- Introduce FINDER (Fluorogenic INstantaneous Digital Enumeration and Recognition), a novel single-molecule platform.
- Enable rapid molecular classification and quantification under near-zero-background conditions.
- Achieve amplification-free detection with high sensitivity and scalability.
Main Methods:
- Utilizes kinetic fingerprinting and fluorogenic transient probes for molecular classification.
- Suppresses solution and surface-associated background noise.
- Employs multidimensional kinetic filtering for discrimination of variants.
Main Results:
- Achieved attomolar detection limits for miRNA cancer biomarker hsa-miR-16.
- Demonstrated generalization to HPV16 DNA detection and RNA/DNA co-profiling.
- Enabled rapid discrimination of EGFR single-nucleotide variants.
- Showcased area-scalable sensitivity for amplification-free quantification.
Conclusions:
- FINDER offers a powerful approach for sensitive, rapid, and amplification-free biomarker quantification.
- The platform enables semi-automated attomolar biomarker counting in practical workflows.
- FINDER's kinetic specificity translates to area-scalable sensitivity, advancing molecular diagnostics.
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