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C-reactive protein upregulates the whole blood expression of CD59 - an integrative analysis
- Source :
- Lepik, K, Annilo, T, Kukuškina, V, Kisand, K, Kutalik, Z, Peterson, P, Peterson, H, eQTLGen Consortium, Boomsma, D I, Nivard, M G & van Dongen, J 2017, ' C-reactive protein upregulates the whole blood expression of CD59-an integrative analysis ', PLoS Computational Biology, vol. 13, no. 9, e1005766, pp. e1005766 . https://doi.org/10.1371/journal.pcbi.1005766, PLoS Computational Biology, Vol 13, Iss 9, p e1005766 (2017), PLoS Computational Biology, 13(9):e1005766. Public Library of Science, PLOS Computational Biology, PLoS computational biology, vol. 13, no. 9, pp. e1005766, Lepik, K, Annilo, T, Kukuškina, V, Kisand, K, Kutalik, Z, Peterson, P, Peterson, H, eQTLGen Consortium, Penninx, BWJH & Jansen, R 2017, ' C-reactive protein upregulates the whole blood expression of CD59-an integrative analysis ', PLoS Computational Biology, vol. 13, no. 9, e1005766 . https://doi.org/10.1371/journal.pcbi.1005766, PLoS Computational Biology, PLoS Comput. Biol. 13:e1005766 (2017)
- Publication Year :
- 2017
-
Abstract
- Elevated C-reactive protein (CRP) concentrations in the blood are associated with acute and chronic infections and inflammation. Nevertheless, the functional role of increased CRP in multiple bacterial and viral infections as well as in chronic inflammatory diseases remains unclear. Here, we studied the relationship between CRP and gene expression levels in the blood in 491 individuals from the Estonian Biobank cohort, to elucidate the role of CRP in these inflammatory mechanisms. As a result, we identified a set of 1,614 genes associated with changes in CRP levels with a high proportion of interferon-stimulated genes. Further, we performed likelihood-based causality model selection and Mendelian randomization analysis to discover causal links between CRP and the expression of CRP-associated genes. Strikingly, our computational analysis and cell culture stimulation assays revealed increased CRP levels to drive the expression of complement regulatory protein CD59, suggesting CRP to have a critical role in protecting blood cells from the adverse effects of the immune defence system. Our results show the benefit of integrative analysis approaches in hypothesis-free uncovering of causal relationships between traits.<br />Author summary Chronic inflammation is associated with chronic diseases, morbidity and mortality while lower base inflammation levels are thought to be predictive of healthy aging. Thus, to pursue a long and healthy lifespan, it is essential to understand the inflammatory regulatory mechanisms. To that end, we studied the functional role of C-reactive protein (CRP)–an inflammatory biomarker that is used to measure cardiovascular risk in clinical practice. There is evidence for a strong genetic component of elevated CRP levels but it is still unclear if it has a direct impact on the processes that lead to inflammatory diseases. In order to elucidate the function of CRP in the blood, we used statistical methods for causal inference to infer causal relationships between changes in CRP and gene expression levels. Our statistical analysis and cell culture experiments suggest that CRP drives the expression of complement regulatory protein CD59. Thus, CRP can have a functional role in protecting human blood cells from the adverse effects of the immune defence system.
- Subjects :
- 0301 basic medicine
Netherlands Twin Register (NTR)
Physiology
Economics
Economic Models
Complement System
Gene Expression
Social Sciences
Adult
Antigens, CD59/blood
Antigens, CD59/metabolism
C-Reactive Protein/metabolism
Cohort Studies
Estonia
Humans
Inflammation/metabolism
Up-Regulation/physiology
Bioinformatics
Biochemistry
Sequencing techniques
Immune Physiology
Gene expression
Medicine and Health Sciences
Biology (General)
Whole blood
Regulation of gene expression
Immune System Proteins
Ecology
RNA sequencing
Mendelian Randomization Analysis
C-Reactive Proteins
Body Fluids
Up-Regulation
3. Good health
Blood
C-Reactive Protein
Computational Theory and Mathematics
Modeling and Simulation
Biological Cultures
Anatomy
medicine.symptom
Research Article
QH301-705.5
Inflammatory Diseases
Immunology
CD59 Antigens
Inflammation
CD59
Biology
03 medical and health sciences
Cellular and Molecular Neuroscience
SDG 3 - Good Health and Well-being
Genetics
medicine
Journal Article
Molecular Biology
Gene
Ecology, Evolution, Behavior and Systematics
C-reactive protein
Biology and Life Sciences
Proteins
Cell Cultures
ta3121
Research and analysis methods
Molecular biology techniques
030104 developmental biology
Immune System
biology.protein
Subjects
Details
- Language :
- English
- ISSN :
- 1553734X
- Volume :
- 13
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- PLoS Computational Biology
- Accession number :
- edsair.doi.dedup.....53281636685e3e0f32bf9d7a25fc3b02