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Related Concept Videos

Immunodeficiency Diseases01:25

Immunodeficiency Diseases

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Immunodeficiency disorders are conditions in which the immune system's ability to fight infectious disease and cancer is compromised or entirely absent. The immune system comprises a complex network of cells, tissues, and organs that work together to protect the body from potentially harmful invaders. When this system is deficient or not functioning properly, it leaves the body susceptible to infections, diseases, or other complications.
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Antigens Involved in Adaptive Immunity01:26

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An antigen is any substance the immune system identifies as foreign and potentially harmful to the body, prompting an immune response. Antigens have two functional properties: immunogenicity and reactivity. Immunogenicity is the ability of an antigen to stimulate a specific immune response. At the same time, reactivity describes the antigen's ability to react with the cells and antibodies produced in response to it.
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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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Embryonic and induced pluripotent stem cells are excellent models for disease research because of their ability to self-renew and differentiate into most cell types. Somatic cells from a patient are isolated and reprogrammed into induced pluripotent stem cells or iPSCs. These iPSCs are later differentiated into the desired cell type, which mirrors the diseased cell of the patient. In this way, disease models have been created for investigating diseases such as Down syndrome, type I diabetes,...
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In Vivo Functional Study of Disease-associated Rare Human Variants Using Drosophila
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A Multi-Omics Common Data Model for Primary Immunodeficiencies.

Mélanie Buy1, William Digan1,2, Xiaoyi Chen2

  • 1Université de Paris, Imagine Institute, Data Science Platform, INSERM UMR 1163, F-75015, Paris, France.

Studies in Health Technology and Informatics
|June 8, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a new data model to integrate diverse omics data for primary immunodeficiencies (PIDs). This standardized approach aids in characterizing rare diseases and facilitates systematic analysis.

Keywords:
Cohort StudiesDatabasesrare diseases

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Area of Science:

  • Immunology
  • Genetics
  • Data Science

Background:

  • Primary Immunodeficiencies (PIDs) encompass over 400 rare monogenic diseases with varied clinical presentations.
  • Understanding PIDs requires analyzing complex interactions between genetic and biological functions.

Purpose of the Study:

  • To develop a unified data model for integrating multi-omics and clinical data in PIDs research.
  • To standardize data for comprehensive characterization and systematic analysis of PIDs patients.

Main Methods:

  • The ATRACTion project employs a multi-omics approach, including single-cell transcriptomics, epigenetics, proteomics, metabolomics, metagenomics, and lipidomics.
  • Extension of the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) to create a multi-omics ATRACTion OMOP-CDM.

Main Results:

  • A novel multi-omics ATRACTion OMOP-CDM was developed to integrate heterogeneous data types.
  • The proposed data model facilitates standardized data collection and analysis for PIDs.

Conclusions:

  • The ATRACTion OMOP-CDM provides a robust framework for PIDs research by enabling integrated multi-omics data analysis.
  • This customizable model can be adapted for studying other rare diseases, promoting collaborative research.