Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

An object programming based environment for protein secondary structure prediction

M Giacomini1, C Ruggiero, R Sacile

  • 1Department of Computer, Communication and System Sciences, University of Genoa, Italy.

Frontiers of Medical and Biological Engineering : the International Journal of the Japan Society of Medical Electronics and Biological Engineering
|January 1, 1996
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Immune Landscape Reveals Biomarkers for High-Risk Oral Tongue Dysplasia.

Journal of dental research·2026
Same author

Response to letter to the editor, regarding "Falls prevention in community-dwelling older adults and implementation of world falls guidelines: a call for action across Europe".

European geriatric medicine·2025
Same author

Dementia, osteoporosis and fragility fractures: Intricate epidemiological relationships, plausible biological connections, and twisted clinical practices.

Ageing research reviews·2023
Same author

Anti-resorptive therapy in the osteometabolic patient affected by periodontitis. A joint position paper of the Italian Society of Orthopaedics and Traumatology (SIOT) and the Italian Society of Periodontology and Implantology (SIdP).

Journal of orthopaedics and traumatology : official journal of the Italian Society of Orthopaedics and Traumatology·2023
Same author

Performance of a Universal Bonding System Associated With 2% Digluconate Chlorhexidine in Carious and Eroded Dentin.

Operative dentistry·2021
Same author

Low-dose ruxolitinib plus steroid in severe SARS-CoV-2 pneumonia.

Leukemia·2020
Same journal

The high zero-flow pressure phenomenon in coronary circulation: a simulation study.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
Same journal

Development of an EMG recording device from stimulation electrodes for functional electrical stimulation.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
Same journal

A comparison of abdominal ECG and Doppler ultrasound for fetal heart rate detection.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
Same journal

Development of a portable bruxism monitoring and analysis device equipped with a microcomputer and its practical application.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
Same journal

Roles of reactive oxygen species in monocyte activation induced by photochemical reactions during photodynamic therapy.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
Same journal

Adaptive EEG spike detection: determination of threshold values based on conditional probability.

Frontiers of medical and biological engineering : the international journal of the Japan Society of Medical Electronics and Biological Engineering·2003
See all related articles

A new consensus system integrates empirical statistical and rule-based methods for improved protein secondary structure prediction. This object-oriented approach enhances prediction accuracy and stability, offering a reliable tool for structural biology research.

Area of Science:

  • Computational Biology
  • Structural Bioinformatics
  • Protein Science

Background:

  • Protein secondary structure prediction is crucial for understanding protein function.
  • Existing methods, including empirical statistical and rule-based approaches, have limitations in prediction accuracy.
  • Integrating diverse prediction strategies is a key area for advancing structural bioinformatics.

Purpose of the Study:

  • To develop and evaluate a novel consensus system for protein secondary structure prediction.
  • To improve prediction quality by integrating empirical statistical and rule-based methods.
  • To establish a robust and reliable system for predicting protein structural elements.

Main Methods:

  • Development of an object-oriented programming system.

Related Experiment Videos

  • Implementation of a knowledge representation based on conformation, residue, and protein classes.
  • Integration of empirical statistical and rule-based prediction algorithms into a consensus framework.
  • Testing and validation using proteins from the Brookhaven Protein Data Bank.

    • Main Results:

    • The consensus system demonstrated satisfactory prediction results on various proteins.
    • Achieved higher prediction capability and greater stability compared to widely used prediction methods.
    • The system provides an inherent index for prediction reliability.
    • The object-oriented design offers a foundational structure for future prediction programs.

    Conclusions:

    • The integrated consensus system significantly enhances protein secondary structure prediction accuracy and stability.
    • The object-oriented approach provides a flexible and extensible framework for computational biology tools.
    • This method offers a reliable and self-assessing tool for structural biologists.
    • The system serves as a valuable basis for developing advanced protein structure prediction software.