Meta-PepView: a metaproteomics performance evaluation and visualization platform
van der Zwaan, R.; van Olst, B.; van Loosdrecht, M. C.; Pabst, M.
Show abstract
Microbial community proteomics is rapidly gaining traction as it allows exploration of functional processes in microbial ecosystems. Consequently, there is a growing need for user-friendly tools that enable performance evaluation and interactive visualization of the increasingly complex community proteomics data. We introduce meta-PepView, a web-based platform that enables performance evaluation and interactive visualization of metaproteomics data, ensuring transparent and reproducible metaproteomics experiments. Meta-PepView integrates spectral sequencing outputs and databases from common proteomics search engines and classification tools. It runs efficiently on laptop or desktop PCs and can be deployed as a Docker container or installed with pip, from which it is operated through the web browser. Its modular design allows easy expansion with new data sources and annotation databases. Meta-PepView is an open-source Python platform that is freely available under the Apache License 2.0. The code is available on GitHub: https://github.com/ramonzwaan/metapepview/. Here, we showcase the meta-PepView platform with data from synthetic communities and previously published microbiome studies.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mass spectrometry imaging of natural carbonyl products directly from agar-based microbial interactions using 4-APEBA derivatization 95%
- Lost and found: re-searching and re-scoring proteomics data aids the discovery of bacterial proteins and improves proteome coverage 95%
- Genome-guided discovery of natural products through multiplexed low coverage whole-genome sequencing of soil Actinomycetes on Oxford Nanopore Flongle 93%
Similar papers in this journal
- Biological Function Assignment Across Taxonomic Levels in Mass-Spectrometry-Based Metaproteomics via a Modified Expectation Maximization Algorithm 96%
- Universal Spectrum Explorer: A standalone (web-)application for cross-resource spectrum comparison 95%
- The E. coli PeptideAtlas Build: Characterizing the observed Escherichia coli pan-proteome and its post-translational modifications 95%
Similar papers in this journal
- Data-Independent Acquisition Mass Spectrometry as a Tool for Metaproteomics: Interlaboratory Comparison Using a Model Microbiome 96%
- An economic and robust TMT labeling approach for high throughput proteomic and metaproteomic analysis 94%
- Removing the hidden data dependency of DIA with predicted spectral libraries 94%
Similar papers in this journal
- Evaluation of sample preservation and storage methods for metaproteomics analysis of intestinal microbiomes 93%
- Comparing Raman and NanoSIMS for heavy water labeling of single cells 93%
- Genomic and chemical decryption of the Bacteroidetes phylum for its potential to biosynthesize natural products 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.