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Related Concept Videos

Genomics02:02

Genomics

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Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
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A proteome is the entire set of proteins that a cell type produces. We can study proteomes using the knowledge of genomes because genes code for mRNAs, and the mRNAs encode proteins. Although mRNA analysis is a step in the right direction, not all mRNAs are translated into proteins.
Proteomics is the study of proteomes' function. It involves the large-scale systematic study of the proteome to denote the protein complement expressed by a genome. Scientist Mark Wilkins coined the term...
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Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
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SODAR: managing multiomics study data and metadata.

Mikko Nieminen1, Oliver Stolpe1, Mathias Kuhring1

  • 1Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Core Unit Bioinformatics (CUBI), Berlin 10117 , Germany.

Gigascience
|July 27, 2023
PubMed
Summary
This summary is machine-generated.

Scientists face challenges managing complex omics data. SODAR, a new system, offers a web interface and APIs for omics data access and retrieval, simplifying multiassay study management and data storage.

Keywords:
ISA-TabiRODSscientific data management

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Area of Science:

  • Life Sciences
  • Bioinformatics
  • Computational Biology

Background:

  • Omics studies generate large, complex datasets requiring robust management.
  • Challenges include modeling multiassay experiments, metadata tracking, and diverse user access needs (graphical vs. programmatic).
  • Existing systems often struggle with scalability and user-friendliness for integrated omics research.

Purpose of the Study:

  • To introduce SODAR, a novel software package designed to address the challenges in omics data access and retrieval.
  • To provide a unified platform for managing multiassay omics studies, from data generation to analysis.
  • To cater to the diverse needs of computational and wet-lab scientists through flexible data access methods.

Main Methods:

  • Development of SODAR, a web-based system utilizing the ISA (Investigation, Study, Assay) data model and ISA-Tab format.
  • Integration with the iRODS data management system for efficient handling of large files and substantial data volumes.
  • Implementation of a web-based graphical user interface (GUI) alongside programmable APIs and command-line access.

Main Results:

  • SODAR effectively manages multiassay omics studies, standardizing metadata with the ISA data model.
  • The system seamlessly integrates with iRODS for scalable data storage and retrieval.
  • Both graphical and programmatic interfaces are provided, accommodating diverse user technical backgrounds.
  • SODAR supports complex omics integration studies and is easily installable.

Conclusions:

  • SODAR provides a comprehensive solution for omics data management, enhancing accessibility and usability.
  • The system facilitates complex, multiassay omics research by streamlining data handling and access.
  • SODAR's flexible design and open-source availability promote wider adoption in the life sciences community.