Article

Accelerating High-Performance Classification of Bacterial Proteins Secreted via Non-Classical Pathways: no needing for deepness

2023-01-31

Abstract excerpt

Understanding protein secretion pathways is paramount in studying diseases caused by bacteria and their respective treatments. Most such paths must signal ways to identify secretion. However, some proteins, known as non-classical secreted proteins, do not have signaling ways. This study aims to classify such proteins from predictive machine-learning techniques. We collected a set of physical-chemical characteristi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 552b6740-4b11-5e38-9aa1-0371e0852fd8
DOI: 10.1101/2023.01.29.526081

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Accelerating High-Performance Classification of Bacterial Proteins Secreted via Non-Classical Pathways: no needing for deepnessDOI 10.1101/2023.01.29.526081Read

Determination of secretion type associated motifs from pathogenic protein sequencesSemantic proximity Read

Lineage-specific microbial protein prediction enables large-scale exploration of protein ecology within the human gutSemantic proximity Read

AI-Driven Two-Component System Classifier for Pediatric MDR PathogensSemantic proximity Read

Exo-Tox: Identifying Exotoxins from secreted bacterial proteinsSemantic proximity Read

The Virulent Hypothetical Proteins: The Potential Drug Target Involved in Bacterial PathogenesisSemantic proximity Read

Targeting Essential Hypothetical Proteins of Pseudomonas aeruginosa PAO1 for Mining of Novel Therapeutics: An in silico ApproachSemantic proximity Read

Description of a widespread bacterial secretion system with chemically diverse substratesSemantic proximity Read

Computational analysis and prediction of PE_PGRS proteins using machine learningSemantic proximity Read

In silico Functional Annotation and Characterization of Hypothetical Proteins in Cedecea neteri SSMD04: Insights into Pathogenicity and Antibiotic ResistanceSemantic proximity Read

Large-scale discovery of candidate type VI secretion effectors with antibacterial activitySemantic proximity Read

Label-free proteomic analysis of environmental acidification-influenced Streptococcus pyogenes secretome reveals a novel acid-induced protein histidine triad protein A (HtpA) involved in necrotizing fasciitis.Semantic proximity Read

Prediction of liquid-liquid phase separation proteins using machine learningSemantic proximity Read