The Tonoplast Topology Index—a new metric for describing vacuole organization

We present the protocol for TTI determination as a two-stage semi-automated procedure involving microscopic image analysis employing an ImageJ macro and subsequent processing of numeric data in the Jupyter Notebook environment, together with benchmarking image data. Since this implementation is freeware-based, platform-independent and (relatively) user-friendly, we hope it will find its use as a high throughput, added value alternative to the VMI metric.

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Publication Details

Journal
Plant Methods
Published
2026-01-21
DOI
https://doi.org/10.1186/s13007-025-01493-3
Primary Topic
Cellular transport and secretion
Type
article
Field-Weighted Citation Impact
0.00

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article

The Tonoplast Topology Index—a new metric for describing vacuole organization

George Alexandru Caldarescu, Radek Bezvoda, Fatima Cvrčková, Helena Kočová
Plant Methods
Cellular transport and secretion
article

The Tonoplast Topology Index—a new metric for describing vacuole organization

George Alexandru Caldarescu, Radek Bezvoda, Fatima Cvrčková, Helena Kočová
article en

Abstract

We present the protocol for TTI determination as a two-stage semi-automated procedure involving microscopic image analysis employing an ImageJ macro and subsequent processing of numeric data in the Jupyter Notebook environment, together with benchmarking image data. Since this implementation is freeware-based, platform-independent and (relatively) user-friendly, we hope it will find its use as a high throughput, added value alternative to the VMI metric.

Plant MethodsVol. 22(1)
Charles University (CZ), Max Planck Institute for Plant Breeding Research (DE)
Universität Heidelberg, Grantová Agentura České Republiky, European Regional Development Fund, National Institute for Basic Biology
Decent work and economic growth
Openalex Percentile: Top 84%
Cellular transport and secretion
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