Background: Qualitative frameworks, especially those based on the logical discrete formalism, are increasingly used to model regulatory and signalling networks. A major advantage of these frameworks is that they do not require precise quantitative data, and that they are well-suited for studies of large networks. While numerous groups have developed specific computational tools that provide original methods to analyse qualitative models, a standard format to exchange qualitative models has been missing.

Results: We present the Systems Biology Markup Language (SBML) Qualitative Models Package ("qual"), an extension of the SBML Level 3 standard designed for computer representation of qualitative models of biological networks. We demonstrate the interoperability of models via SBML qual through the analysis of a specific signalling network by three independent software tools. Furthermore, the collective effort to define the SBML qual format paved the way for the development of LogicalModel, an open-source model library, which will facilitate the adoption of the format as well as the collaborative development of algorithms to analyse qualitative models.

Conclusions: SBML qual allows the exchange of qualitative models among a number of complementary software tools. SBML qual has the potential to promote collaborative work on the development of novel computational approaches, as well as on the specification and the analysis of comprehensive qualitative models of regulatory and signalling networks.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3892043PMC
http://dx.doi.org/10.1186/1752-0509-7-135DOI Listing

Publication Analysis

Top Keywords

qualitative models
28
sbml qual
16
qualitative
9
sbml qualitative
8
models
8
regulatory signalling
8
signalling networks
8
analyse qualitative
8
exchange qualitative
8
software tools
8

Similar Publications

Aim: To identify the barriers and enablers in the implementation of evidence-based physical activity (PA) programmes for the improvement of health outcomes among pregnant women with gestational diabetes mellitus (GDM), and to develop strategies for implementing this evidence in clinical practice.

Methods: A convergent mixed-methods study was conducted, integrating a descriptive qualitative research design with a cross-sectional survey. In-depth interview was used to collect the views and cognitions about physical activity from medical staff, leaders and pregnant women.

View Article and Find Full Text PDF

The articles in this special issue examine the contributions of Jeffrey A. Goldstein to the understanding of emergence as a formal group of processes. Applications include work teams, organizations, ecologies of organizations, and societies.

View Article and Find Full Text PDF

Background: Despite advances in medical education and professional opportunities, orthopaedic surgery remains the least gender-diverse medical specialty, with women significantly underrepresented globally. This scoping review aims to synthesize existing literature to provide a comprehensive overview of the barriers and facilitators encountered by females in orthopaedic surgery training and practice.

Methods: A comprehensive search of Medline (OVID), Scopus, Embase, Emcare, and CINAHL was performed from inception to 14 July 2024.

View Article and Find Full Text PDF

Background: The smart home-based elder care presents a promising technological solution to address the challenges of aging. However, it has also unveiled a spectrum of ethical concerns, which may cause older adults to submit to negative emotions and psychological pressure.

Aim: To delineate the ethical dilemmas encountered by older adults in the context of smart home-based elder care, and to construct a model that elucidates the ethical issues across different dimensions.

View Article and Find Full Text PDF

Background: Maintenance of oral health, prevention, and health promotion stand as primary competencies for dental graduates. Consequently, it is necessary to promote such an approach in dental schools, which are traditionally focused on treatment, to improve the attitude and practice of students in the field of prevention, the final result of which is the reduction of oral and dental diseases in patients. The study aimed to design Integrated Oral Health Care Pathways (IOHCPs) for adults and children referred to Tehran University of Medical Sciences (TUMS), School of Dentistry.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!