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Updated: Jun 13, 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 G 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 highly sensitive biomarker detection by combining kinetic fingerprinting with fluorogenic probes. This method enables amplification-free quantification of cancer biomarkers at attomolar levels.
Area of Science:
- Biochemistry
- Molecular Biology
- Analytical Chemistry
Background:
- Analytical sensitivity is limited by background noise, which increases with sensor area.
- False positives accumulate with larger sensor areas, hindering detection performance.
- Existing methods struggle with sensitive, rapid molecular classification under low-background conditions.
Purpose of the Study:
- Introduce FINDER (Fluorogenic INstantaneous Digital Enumeration and Recognition), a novel single-molecule platform.
- Develop a method for rapid molecular classification and amplification-free quantification.
- Overcome limitations of background noise for enhanced analytical sensitivity.
Main Methods:
- Utilize kinetic fingerprinting and fluorogenic transient probes for molecular classification.
- Implement near-zero-background conditions by suppressing solution and surface-associated noise.
- Employ multidimensional kinetic filtering for discrimination of single-nucleotide variants.
Main Results:
- Achieved attomolar detection limits for miRNA cancer biomarker hsa-miR-16.
- Demonstrated amplification-free quantification with sensitivity scaling with sensor area.
- Successfully classified individual molecules within seconds, enabling rapid per-field analysis.
- Generalized the platform for HPV16 DNA detection, RNA/DNA co-profiling, and EGFR variant discrimination.
Conclusions:
- FINDER enables sensitive, amplification-free biomarker quantification by converting kinetic specificity into area-scalable sensitivity.
- The platform facilitates semi-automated attomolar biomarker counting in practical workflows.
- FINDER offers a rapid and versatile approach for molecular diagnostics and analysis.
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