Back

FINDER converts zero-background kinetic fingerprinting into area-scalable attomolar biomarker detection

Walter, N. G.; Dai, L.; Banerjee, P.; Johnson-Buck, A.; Blanchard, A.; Li, Z.

2026-06-02 biophysics
10.64898/2026.06.01.729299 bioRxiv
Show abstract

Background constrains analytical sensitivity: surveying larger sensor areas samples more analyte molecules but also accumulates false positives, limiting gains in detection performance. Here we introduce FINDER--Fluorogenic INstantaneous Digital Enumeration and Recognition--a single-molecule platform that combines kinetic fingerprinting with fluorogenic transient probes for rapid molecular classification under near-zero-background conditions. By suppressing both solution and surface-associated background at micromolar probe concentrations, FINDER classifies individual molecules within seconds-scale observation windows per field of view. This regime allows sensitivity to scale with surveyed sensor area, enabling amplification-free quantification of the miRNA cancer biomarker hsa-miR-16 with an 11 aM detection limit. FINDER further generalizes to HPV16 DNA biomarker detection, two-color RNA/DNA co-profiling, and rapid discrimination of clinically relevant EGFR single-nucleotide variants using multidimensional kinetic filtering. Rapid per-field classification permits tens of fields to be surveyed within minutes. By converting kinetic specificity into area-scalable sensitivity, FINDER enables semi-automated attomolar biomarker counting without amplification in practical workflows.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Nature Communications
5641 papers in training set
Top 7%
19.0%
2
ACS Nano
113 papers in training set
Top 0.2%
8.1%
3
ACS Sensors
49 papers in training set
Top 0.1%
5.6%
4
Nature Methods
385 papers in training set
Top 2%
5.0%
5
Nature Biotechnology
172 papers in training set
Top 0.8%
5.0%
6
Analytical Chemistry
218 papers in training set
Top 0.9%
3.6%
7
Biosensors and Bioelectronics
57 papers in training set
Top 0.3%
3.5%
8
ACS Central Science
71 papers in training set
Top 0.4%
2.7%
50% of probability mass above
9
Nucleic Acids Research
1281 papers in training set
Top 7%
2.5%
10
Scientific Reports
3612 papers in training set
Top 42%
2.4%
11
Angewandte Chemie International Edition
93 papers in training set
Top 0.7%
2.4%
12
Nature Chemistry
42 papers in training set
Top 0.4%
2.4%
13
Advanced Science
286 papers in training set
Top 3%
2.4%
14
eLife
5828 papers in training set
Top 40%
2.4%
15
Science Advances
1243 papers in training set
Top 17%
2.0%
16
Nature Photonics
10 papers in training set
Top 0.1%
1.8%
17
Communications Biology
993 papers in training set
Top 16%
1.5%
18
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 30%
1.5%
19
PLOS ONE
5266 papers in training set
Top 52%
1.4%
20
Cell
431 papers in training set
Top 8%
1.2%
21
Lab on a Chip
96 papers in training set
Top 0.8%
1.2%
22
Nature Nanotechnology
32 papers in training set
Top 0.4%
1.2%
23
Small Methods
29 papers in training set
Top 0.5%
1.1%
24
Nature Biomedical Engineering
47 papers in training set
Top 1%
1.1%
25
Nature Chemical Biology
119 papers in training set
Top 2%
1.0%
26
Cell Reports Methods
165 papers in training set
Top 3%
0.9%
27
JACS Au
43 papers in training set
Top 0.8%
0.9%
28
Communications Chemistry
48 papers in training set
Top 2%
0.6%
29
Advanced Materials
56 papers in training set
Top 1%
0.6%