Multi-Omics in Health and Disease
A special issue of Methods and Protocols (ISSN 2409-9279).
Deadline for manuscript submissions: closed (15 December 2019) | Viewed by 3000
Special Issue Editors
Interests: bioinformatics; artificial intelligence; integrative data analytics
Interests: machine learning; bioinformatics; healthcare informatics; healthcare technology; intelligent data analysis; integrative data analytics; assistive technologies
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The past decade has seen advances in technologies such as high-throughput sequencing and mass spectrometry, resulting in large-scale production of “omic” data. Technologies can capture “omic” data across various cellular levels, including the genome, epigenome, transcriptome, proteome, and metabolome. Individually, these technologies have advanced our understanding of disease and are beginning to enable the era of precision medicine. However, no one technology can capture the full complexity and heterogeneity of disease. To provide a more comprehensive view of human health and disease, the integration of multi-omics data has been proposed to understand, diagnose, and aid in providing targeted treatment/prevention plans to patients. To address this challenge, a multi-disciplinary cutting-edge research effort is required. This should combine different scientific disciplines such as bioinformatics, computing medicine, chemistry, and mathematics.
In this Special Issue titled “Multi-Omics in Health and Disease”, we welcome original research and review articles presenting novel computational and bioinformatics methodologies and algorithmic approaches that address the challenges in (1) multi-omics and clinical data integration, (2) handling heterogenous multi-omics big data, (3) bioinformatics tools to integrate and visualise multi-omics biological data, (4) multi-omics data sharing, standards, privacy, and protection, (5) applications of multi-omics approaches to improving our understanding of disease mechanisms and their integration into clinical practice.
Dr. Fiona Browne
Prof. Huiru Zheng
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Methods and Protocols is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- multi-omics integration
- big data
- integrative analysis
- healthcare
- disease
- genomics
- epigenomics
- proteomics
- metabolomics
