Del i serien Methods in Molecular Biology

Prediction of Protein Secondary Structure

Inbunden, Engelska, 2024

AvAndrzej Kloczkowski,Lukasz Kurgan,Eshel Faraggi

2 619 kr

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This second edition volume expands on the previous edition with updates on the latest methods, resources, and studies concerning analysis and prediction of various structural and functional aspects of proteins and ncRNAs.

Produktinformation

Utgivningsdatum2024-11-23
Mått178 x 254 x 26 mm
Vikt887 g
FormatInbunden
SpråkEngelska
SerieMethods in Molecular Biology
Antal sidor353
Upplaga2
FörlagSpringer-Verlag New York Inc.
ISBN9781071641958

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The Iconic a-Helix: From Pauling to the Present.- Secondary Structure in Free and Assisted Modeling of Proteins with the Coarse-Grained UNRES Force Field.- Improving Protein Secondary Structure Prediction by Deep Language Models and Transformer Networks.- Importance of Secondary Structure Data in Large Scale Protein Modeling using Low-Resolution SURPASS Method.- Machine Learning Techniques to Infer Protein Structure and Function from Sequences: A Comprehensive Review.- Protein Secondary Structure and DNA/RNA Detection for Cryo-EM and Cryo-ET Using Emap2sec and Emap2sec+.- Beyond AlphaFold2: The Impact of AI for the Further Improvement of Protein Structure Prediction.- Alphafold2, SPINE-X, and Seder on Four Hard CASP Targets.- Improving the Annotations of JCVI-Syn3a Proteins.- DESCRIBEprot Database of Residue-Level Protein Structure and Function Annotations.- Structural and Functional Studies on HIV Protease: Mechanism of Action, Subtypes, Inhibitors, and Drug Resistance.- Accurate and Fast Prediction of Intrinsic Disorder Using flDPnn.- Prediction of Disordered Linkers Using APOD.- Computational Prediction of Linear Interacting Peptides.- Accurate Prediction of Protein-Binding Residues in Protein Sequences Using SCRIBER.- LMPTMSite: A Platform for PTM Sites Prediction in Proteins Leveraging Transformer-Based Protein Language Models.- Prediction and Evaluation of Protein Aggregation with Computational Methods.- Bioinformatics Approaches for Understanding the Binding Affinity of Protein-Nucleic Acid Complexes.- A Glimpse of Noncoding RNAs: Secondary Structure, Emerging Trends, and Potential Applications in Human Diseases.