bioRxivJClub
SACHET: seeded contour tracking measures Rab conversion kinetics on individual endosomes in live cells
bioRxiv · · Preprint · Open access
Margadant, Borchers + 7 more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
SACHET enables per-endosome tracking in live-cell spinning-disk projections, following all 37 Rab5-to-Rab7 conversions where TrackMate followed only one of seven marked events.
- Why it matters: Existing population trackers struggle with hollow, deforming endosomes that exchange coats and touch neighbors, limiting measurement of Rab conversion kinetics at the single-endosome level.
- What they did: The human-supervised Fiji tool SACHET uses seeded adaptive contour tracking to localize endosome centers to 10 nm on simulated ground truth and recover transition time constants and lags without bias.
- The result: In five cell lines, Rab conversion toggles like a digital switch within seconds to minutes, with kinetics differing between lines, enabling quantification of membrane morphology and protein exchange per endosome.
The findingWhy it mattersWhat they didThe result
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