Back

Counting fluorescent emitters with a single photon avalanche diode array

Seitz, C.; Evans-Molina, C.; Liu, J.

2026-05-05 biophysics
10.64898/2026.05.01.722215 bioRxiv
Show abstract

For decades, the photon counting histogram (PCH) was used as the sole method to quantify fluorophore numbers in a diffraction-limited focal volume. This technique combines spatial excitation profiles, and the distribution of photon counts to register the photon emission statistics of individual fluorophores. However, this approach has not yet been transferred to widefield fluorescent imaging due to the lack of fast and single photon sensitive camera sensors which can capture the photon emission statistics of a single fluorophore. Here, we explore avenues towards quantitative analysis of the active fluorophore number by leveraging recent advancements in single photon avalanche diode (SPAD) array technology. Binary exposures of a SPAD array can be synchronized with picosecond laser pulses to measure the PCH in a widefield setting. Then, by modeling the statistical relationship between the active fluorophore number and the PCH in a region of interest following a laser pulse, we can perform Bayesian inference of this number. The model is demonstrated experimentally by counting quantum dots and various numbers of fluorescent dye molecules bound to DNA origamis. We find that this method has several important applications in widefield microscopy, including enhanced localization microscopy and constrained fitting of multiple unresolvable fluorescent emitters.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Optica
25 papers in training set
Top 0.1%
17.7%
2
Optics Express
23 papers in training set
Top 0.1%
9.8%
3
Biomedical Optics Express
84 papers in training set
Top 0.2%
6.9%
4
Biophysical Reports
36 papers in training set
Top 0.1%
6.1%
5
Optics Letters
13 papers in training set
Top 0.1%
4.7%
6
Nature Communications
4913 papers in training set
Top 34%
4.7%
7
Scientific Reports
3102 papers in training set
Top 32%
3.8%
50% of probability mass above
8
ACS Photonics
13 papers in training set
Top 0.1%
3.8%
9
Biophysical Journal
545 papers in training set
Top 2%
3.5%
10
ACS Nano
99 papers in training set
Top 1%
3.5%
11
Nano Letters
63 papers in training set
Top 0.9%
3.5%
12
The Journal of Physical Chemistry B
158 papers in training set
Top 0.7%
3.0%
13
eLife
5422 papers in training set
Top 32%
2.6%
14
PLOS ONE
4510 papers in training set
Top 45%
2.5%
15
Light: Science & Applications
16 papers in training set
Top 0.3%
2.0%
16
Communications Biology
886 papers in training set
Top 10%
1.6%
17
Science Advances
1098 papers in training set
Top 22%
1.3%
18
Nature Methods
336 papers in training set
Top 5%
1.2%
19
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 41%
0.9%
20
Journal of Microscopy
18 papers in training set
Top 0.4%
0.8%
21
IUCrJ
29 papers in training set
Top 0.3%
0.8%
22
Small Methods
26 papers in training set
Top 1%
0.6%
23
Journal of Biophotonics
16 papers in training set
Top 0.8%
0.6%
24
Physical Biology
43 papers in training set
Top 3%
0.6%