Back

SynThIA: A semi-automated tool for quantification of multi-partite synapses

Neather, M.; Morgan, J.; Wong, F. K.

2026-03-25 neuroscience
10.64898/2026.03.23.713591 bioRxiv
Show abstract

Synapses are evolutionarily conserved structures that form the fundamental units of neural communication. In the adult mouse cerebral cortex, most synapses are enveloped by glial protrusions from astrocytes and microglia, forming multi-partite synapses. Despite their prevalence, quantitative tools to systematically analyse these multi-cellular structures are limited to two or at most three markers. Here, we present Synapse Thresholding Image Analyser (SynThIA), an open-source, Python-based pipeline for high-throughput and accurate quantification of synapses, including multi-partite synapses. SynThIA enables multichannel analysis of up to four markers, providing detailed measurements of synaptic composition and distribution. The pipeline features an intuitive graphical interface allowing for users with minimal programming experience and a modular design that allows customization for advanced users. By combining accessibility and precision, SynThIA addresses a key methodological gap in multi-partite synaptic image analysis and provides a robust platform for studying synaptic organization in both in situ and ex situ preparation.

Matching journals

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

1
Nature Communications
4913 papers in training set
Top 16%
10.4%
2
Cell Reports Methods
141 papers in training set
Top 0.1%
10.4%
3
eneuro
389 papers in training set
Top 0.7%
8.3%
4
Nature Methods
336 papers in training set
Top 2%
6.3%
5
Journal of Cell Science
353 papers in training set
Top 0.2%
6.3%
6
PLOS Biology
408 papers in training set
Top 2%
4.8%
7
iScience
1063 papers in training set
Top 3%
4.3%
50% of probability mass above
8
Nucleic Acids Research
1128 papers in training set
Top 5%
3.9%
9
Communications Biology
886 papers in training set
Top 1%
3.9%
10
PLOS ONE
4510 papers in training set
Top 40%
3.6%
11
eLife
5422 papers in training set
Top 29%
3.2%
12
Cell Reports
1338 papers in training set
Top 18%
2.9%
13
Scientific Reports
3102 papers in training set
Top 46%
2.6%
14
PLOS Computational Biology
1633 papers in training set
Top 13%
2.4%
15
BMC Biology
248 papers in training set
Top 2%
1.2%
16
Nature Biotechnology
147 papers in training set
Top 6%
1.2%
17
Development
440 papers in training set
Top 3%
0.9%
18
Advanced Science
249 papers in training set
Top 16%
0.9%
19
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 8%
0.9%
20
Journal of Cell Biology
333 papers in training set
Top 4%
0.9%
21
Nature Neuroscience
216 papers in training set
Top 6%
0.8%
22
Biology Open
130 papers in training set
Top 3%
0.7%
23
Imaging Neuroscience
242 papers in training set
Top 3%
0.7%
24
Science Advances
1098 papers in training set
Top 33%
0.6%
25
Frontiers in Cellular Neuroscience
79 papers in training set
Top 2%
0.6%
26
The EMBO Journal
267 papers in training set
Top 7%
0.6%
27
Methods
29 papers in training set
Top 0.8%
0.6%
28
Nature
575 papers in training set
Top 17%
0.6%
29
Cell
370 papers in training set
Top 18%
0.6%