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Towards reproducible MRM based biomarker discovery using dried blood spots
- Source :
- Scientific Reports
- Publication Year :
- 2017
- Publisher :
- Nature Publishing Group, 2017.
-
Abstract
- There is an increasing interest in the use of dried blood spot (DBS) sampling and multiple reaction monitoring in proteomics. Although several groups have explored the utility of DBS by focusing on protein detection, the reproducibility of the approach and whether it can be used for biomarker discovery in high throughput studies is yet to be determined. We assessed the reproducibility of multiplexed targeted protein measurements in DBS compared to serum. Eighty-two medium to high abundance proteins were monitored in a number of technical and biological replicates. Importantly, as part of the data analysis, several statistical quality control approaches were evaluated to detect inaccurate transitions. After implementing statistical quality control measures, the median CV on the original scale for all detected peptides in DBS was 13.2% and in Serum 8.8%. We also found a strong correlation (r = 0.72) between relative peptide abundance measured in DBS and serum. The combination of minimally invasive sample collection with a highly specific and sensitive mass spectrometry (MS) technique allows for targeted quantification of multiple proteins in a single MS run. This approach has the potential to fundamentally change clinical proteomics and personalized medicine by facilitating large-scale studies.
- Subjects :
- 0301 basic medicine
Male
Proteomics
Computational biology
Tandem mass spectrometry
01 natural sciences
Article
03 medical and health sciences
Tandem Mass Spectrometry
Medicine
Humans
Biomarker discovery
Precision Medicine
Reproducibility
Multidisciplinary
business.industry
010401 analytical chemistry
Selected reaction monitoring
Reproducibility of Results
0104 chemical sciences
Dried blood spot
030104 developmental biology
Female
Sample collection
Personalized medicine
Dried Blood Spot Testing
business
Peptides
Biomarkers
Chromatography, Liquid
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....8c0f22a5cbe5d43e67e4b12c8a254163
- Full Text :
- https://doi.org/10.1038/srep45178