Thursday, January 1, 2026

BIOINFORMATICS TOOLS

Proteomics Tools

Protein Sequence Analysis and Function Prediction

  • ProtParam – Allows the computation of various physical and chemical parameters for a given protein sequence.
  • PEAKS CMD – It can perform de novo sequencing, protein identification, multi-engine protein identification,
    PTM search, sequence homology searching and quantification.
  • PEAKS Studio Xpro – A software platform with complete solutions for discovery proteomics, including protein identification and quantification, analysis of post-translational modifications (PTMs) and sequence variants (mutations), and peptide/protein de novo sequencing. (Commercial)

  • PANTHER-PSEP – Estimates the likelihood of a particular nonsynonymous (amino-acid changing) coding SNP to cause a functional impact on the protein.
  • ProtScale – It can compute and represent the profile produced by any amino acid scale on a selected protein.
  • PredictProtein – Service for protein structure prediction, protein sequence analysis, protein function prediction, protein sequence alignments, bioinformatics.
  • MutationTaster – Identifies disease-causing ability of sequence alterations.
  • MuPIT Interactive – Mapping variant positions to annotated, interactive 3D structures.

  • LS-SNP – An annotated database of SNPs. Currently only coding non-synonomous SNPs found in human genes are included.

  • PeCop – Predicting Persistently Conserved Positions.

Protein Domain Prediction

  • SMART@EMBL – The web server is used for the identification and analysis of protein domains within protein sequences..
  • MEME – Motif-based sequence analysis tools.
  • InterPro@EBI – Protein domain and family classification database.
  • TMHMM 2.0 –  Web server for the prediction of transmembrane helices in proteins.

Must Read

Overview of the DynaMate framework.

Towards Fully Autonomous Molecular Dynamics: The DynaMate Framework

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Researchers from École Polytechnique Fédérale de Lausanne (EPFL) and the National Centre of Competence in Research (NCCR) Catalysis, Switzerland, introduced DynaMate, an autonomous AI system that...
Overview of SPURS (stability prediction using a rewired strategy)

How SPURS Unlocks Scalable and Accurate Protein Stability Prediction

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Protein engineering is in the middle of a quiet revolution, and a new study from researchers at the School of Computational Science and Engineering,...
Placing Every Atom Right: PEARL's Deep Learning Approach to Drug Discovery

Placing Every Atom Right: PEARL’s Deep Learning Approach to Drug Discovery

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Genesis Molecular AI and NVIDIA have introduced PEARL (Placing Every Atom in the Right Location), a deep learning foundation model designed for large-scale protein–ligand cofolding...
Agentic AI Meets RNA‑seq: A New Co‑Pilot For Downstream Analysis

Agentic AI Meets RNA‑seq: A New Co‑Pilot For Downstream Analysis

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Next-generation sequencing has transformed gene expression profiling into a routine experiment, but interpreting those matrices remains a challenge for many labs. Researchers from Kyungpook...
Teaching Genomics Made Easy: Meet eduomics, the Automated Omics Simulation Pipeline

Teaching Genomics Made Easy: Meet eduomics, the Automated Omics Simulation Pipeline

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When researchers at the Department of Biology and Biotechnology, the University of Pavia, set out to rethink bioinformatics teaching. They started from a simple...