Journal of Proteome ResearchSystems BiologyPeer-reviewed journal article
Modeling the simultaneous dynamics of proteins in blood plasma and the cerebrospinal fluid in human in vivo
Pierre GirouxiD, Jérôme VialaretiD, Jana KindermansiD, Audrey GabelleiD, Luc BauchetiD, Christophe HirtziD, Sylvain LehmanniD, Jacques ColingeiD
- Citations
- 4
- FWCI
- 0.50
- Field percentile
- 48th percentile
Abstract
The analysis of protein dynamics or turnover in patients has the potential to reveal altered protein recycling such as in Alzheimer disease, and to provide informative data regarding drug efficacy, or certain biological processes. The observed protein dynamics in a solid tissue or a fluid is the net result of protein synthesis and degradation, but also transport across biological compartments. We report an accurate 3-biological compartment model able simultaneously account for the protein dynamics observed in blood plasma and the cerebrospinal fluid (CSF) including a hidden central nervous system (CNS) compartment. We successfully applied this model to 69 proteins of a single individual displaying similar or very different dynamics in plasma and CSF. This study put a strong emphasis on the methods and tools needed develop this type of model. We believe it will be useful to any researcher dealing with protein dynamics data modeling.
- organism: human
- assay: proteomics
- research focus: protein structure prediction
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- In Vivo Large Scale Mapping Of Protein Turnover In The Human Cerebrospinal Fluid
Sylvain Lehmann, Christophe Hirtz, … Jacques Colinge·Analytical ChemistryPeer-reviewed·Nov 15, 2019
- Quantitative Modelling of Amyloid-β Dynamics in Brain, CSF, and Plasma During Sleep and Wakefulness
Satyam Sangeet, Craig L. Phillips, … Svetlana Postnova·bioRxiv·Sep 14, 2026
- Enabling population protein dynamics through Bayesian modeling
Sylvain Lehmann, Jérôme Vialaret, … Jacques Colinge·BioinformaticsPeer-reviewed·Jul 29, 2024
- Multidimensional dynamics of the proteome in the degenerative and ageing mammalian brain
Byron Andrews, Sarah Maslen, … René Frank·bioRxiv·Nov 17, 2018
- A network based study of the dynamics of Aβ and {tau} proteins in Alzheimer's disease
S. Bianchi, Germana Landi, … Alzheimer’s Disease Neuroimaging Initiative·bioRxiv·Oct 17, 2024
- A comparison of two mathematical models of the cerebrospinal fluid dynamics
Donatella Donatelli, Pierangelo Marcati, Licia Romagnoli·Mathematical Biosciences & EngineeringPeer-reviewed·Jan 1, 2019