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Related Concept Videos

Caspases01:24

Caspases

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Caspase, a family of cysteine proteases, serve as effectors in apoptosis. The ced3 gene in C.elegans was first identified to be involved in apoptosis. This gene encodes the ced-3 caspase that is similar to the interleukin-1-beta converting enzyme or ICE in mammals. In addition to apoptosis, caspases also function in the inflammatory response. Inflammatory caspases are essential in activating pro-inflammatory cytokines that recruit immune cells and block the replication of pathogens inside...
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Highlights of Model Quality Assessment in CASP16.

Alisia Fadini1, Recep Adiyaman2, Shaima N Alhaddad2

  • 1Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK.

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|August 14, 2025
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Summary

This study evaluates model quality assessment methods in structural bioinformatics during CASP16. Leading approaches for predicting protein structure accuracy were tested, revealing their strengths and weaknesses.

Keywords:
computational molecular biologymolecular modelsprotein conformationprotein domains

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Area of Science:

  • Structural bioinformatics
  • Computational biology
  • Protein structure prediction

Background:

  • Model quality assessment (MQA) is crucial for structural bioinformatics, aiding both structure predictors and experimentalists.
  • The CASP16 Evaluation of Model Accuracy (EMA) category introduced new challenges for assessing protein model quality.

Purpose of the Study:

  • To present detailed results from leading CASP16 EMA methods.
  • To highlight the strengths and limitations of current MQA approaches for protein structures.

Main Methods:

  • Evaluation of global and local quality estimation for multimeric assemblies (QMODE1 and QMODE2).
  • Assessment of a novel QMODE3 challenge involving selection of top models from large-scale predictions (MassiveFold).

Main Results:

  • Analysis of performance for several leading CASP16 EMA methods.
  • Identification of specific strengths and limitations of the evaluated MQA techniques.

Conclusions:

  • The study provides insights into the effectiveness of various MQA methods in structural bioinformatics.
  • Findings will inform the development of improved tools for assessing protein model accuracy.