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Navigating the Mass Spectrometry-Based Proteomic Data Using Free Computational Tools
Published on: August 19, 2025
Integrative proteomics and bioinformatics pipelines for PTM profiling
Abdullahi Ibrahim Uba1, Betül Subaşı2, Sani Sharif Usman3
1Department of Biostatistics and Medical Informatics, Faculty of Medicine, İstinye University, İstanbul 34396, Turkiye.
Computational Biology and Chemistry
|August 6, 2026
Summary
This review details plant post-translational modifications (PTMs), focusing on O-phosphorylation and Lys-N(ε)-acetylation. It highlights advances in studying these crucial PTMs and their role in plant stress responses.
Area of Science:
- Plant biology
- Molecular biology
- Biochemistry
Background:
- Post-translational modifications (PTMs) are vital for protein function and plant stress response.
- Over 450 PTM types exist, with 23-33 confirmed in plants, including phosphorylation and acetylation.
- PTMs are dynamic, reversible, and often interact (crosstalk) to regulate cellular processes.
Purpose of the Study:
- To review O-phosphorylation and Lys-N(ε)-acetylation in plants.
- To integrate historical, methodological, and bioinformatic perspectives on these PTMs.
- To identify challenges and future research directions for PTM studies in plants.
Main Methods:
- Review of proteomic and bioinformatics approaches.
- Analysis of mass spectrometry workflows and enrichment strategies.
- Examination of bioinformatics tools, databases, and challenges in non-model plants.
Main Results:
- O-phosphorylation and Lys-N(ε)-acetylation are the most studied and crosstalking PTMs in plants.
- High-resolution mass spectrometry and bioinformatics tools have advanced PTM site identification and prediction.
- Challenges remain, especially in non-model plant species.
Conclusions:
- Future research should integrate multi-omics data and AI for PTM prediction.
- Understanding PTMs can enhance crop stress resilience and breeding applications.
- Continued study of plant PTMs is essential for agricultural advancement.
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