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January 17, 20260 citationsOpen Access

Protein Target Highlights in CASP16 : Insights From the Structure Providers

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LALeila T. AlexanderOFOcéane M. FollonierAKAndriy Kryshtafovych

Key Points

  • This research aims to analyze key targets from CASP16 to evaluate biological relevance and prediction accuracy.
  • In-depth analysis of CASP16 target proteins
  • Evaluation of prediction quality against actual protein structures
  • Discussion of challenges in structural motif modeling and interactions
  • Most protein structure predictions show impressive overall performance
  • Modeling difficulties identified for rare structural motifs and flexible regions
  • Limitations noted in modeling small molecule interactions and posttranslational modifications

Abstract

This article presents an in-depth analysis of selected CASP16 targets, with a focus on their biological and functional significance. The authors highlight the most relevant features of the target proteins and discuss how well these were reproduced in the submitted predictions. While the overall performance of structure prediction methods remains impressive, challenges persist, particularly in modeling rare structural motifs, flexible regions, small molecule interactions, posttranslational modifications, and biologically important interfaces. Addressing these limitations can strengthen the role of structure prediction in complementing experimental efforts and advancing both basic research and biomedical applications.

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Cite This Study

Alexander et al. (2025) studied this question.

synapsesocial.com/papers/696b2616d2a12237a93494fehttps://doi.org/10.3204/pubdb-2025-04338
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Functional Relevance of CASP16 Nucleic Acid Predictions as Evaluated by Structure Providers2025
  2. 2Assessment of Pharmaceutical Protein–Ligand Pose and Affinity Predictions in <scp>CASP16</scp>2025
  3. 3Functional Relevance of <scp>CASP16</scp> Nucleic Acid Predictions as Evaluated by Structure Providers2025
  4. 4The CASP 16 Experimental Protein-Ligand Datasets.2025
  5. 5<scp>CASP16</scp> Protein Monomer Structure Prediction Assessment2025