# TSSpredator-Web: A web-application for transcription start site prediction and exploration

**Authors:** Mathias Witte Paz, Alexander Herbig, Kay Nieselt, António Machado, António Machado, António Machado

PMC · DOI: 10.1371/journal.pone.0326299 · PLOS One · 2026-03-13

## TL;DR

TSSpredator-Web is a user-friendly web tool for predicting and exploring transcription start sites in prokaryotes using RNA-seq data.

## Contribution

It introduces an interactive web interface for TSSpredator, enabling dynamic visualization and exploration of TSS data.

## Key findings

- TSSpredator-Web supports TSS prediction from both non-enriched and enriched RNA-seq data.
- The tool includes an UpSet plot and genome viewer for integrated transcriptomic and genomic data visualization.
- A use case with Escherichia coli Cappable-seq data demonstrates its functionality.

## Abstract

With the rapid development of high-throughput RNA-seq technologies, the transcriptome of prokaryotes can now be studied in unprecedented detail. Transcription start site (TSS) identification provides critical insights into transcriptional regulation. Still, current command-line tools for the prediction of TSS remain challenging with respect to their usability and lack of integrated exploration features.

We introduce TSSpredator-Web, an interactive web application that enhances the usability of the established yet unpublished tool, TSSpredator. TSSpredator-Web facilitates TSS prediction from non-enriched and enriched RNA-seq data, classifies TSS relative to annotated genes, and allows users to explore results through dynamic visualizations and interactive tables. For the visualizations, we provide an UpSet plot summarizing the TSS distribution across experiments or classes, and a genome viewer that integrates transcriptomic and genomic data, which contextualizes the insights of the TSS predictions. To illustrate the usage of TSSpredator-Web, we provide a use case with Cappable-seq data from Escherichia coli. TSSpredator-Web is available on the TueVis visualization web-server at https://tsspredator-tuevis.cs.uni-tuebingen.de/.

By combining user-friendly accessibility with interactive data exploration, TSSpredator-Web significantly facilitates genome-wide TSS analysis and interpretation in prokaryotes, empowering a broader range of researchers to generate biological insights from transcriptomic data.

## Linked entities

- **Species:** Escherichia coli (taxon 562)

## Full-text entities

- **Diseases:** Infections (MESH:D007239)
- **Chemicals:** Rifampicin (MESH:D012293), Novobiocin (MESH:D009675), PONE-D-25-28983R1 (-), tetracycline (MESH:D013752), LPS (MESH:D008070)
- **Species:** Escherichia coli str. K-12 substr. MG1655 (no rank) [taxon 511145], Escherichia coli (E. coli, species) [taxon 562]

## Full text

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## Figures

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## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12987492/full.md

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Source: https://tomesphere.com/paper/PMC12987492