Proteomes of Paired Human Cerebrospinal Fluid and Plasma:
Relation to Blood−Brain Barrier Permeability in Older Adults
Loïc Dayon,*
,†
Ornella Cominetti,
†
Je ́ rô me Wojcik,
‡
Antonio Nú ñ ez Galindo,
†
Aikaterini Oikonomidi,
§
Hugues Henry,
∥
Eugenia Migliavacca,
†
Martin Kussmann,
†,¶
Gene L. Bowman,
†,#
and Julius Popp
§,⊥
†
Nestlé Institute of Health Sciences, 1015 Lausanne, Switzerland
‡
Precision for Medicine, 1202 Geneva, Switzerland
§
Old Age Psychiatry, Department of Psychiatry, CHUV, 1011 Lausanne, Switzerland
∥
Department of Laboratories, CHUV, 1011 Lausanne, Switzerland
⊥
Geriatric Psychiatry, Department of Mental Health and Psychiatry, HUG, 1226 Geneva, Switzerland
* S Supporting Information
ABSTRACT: The systems-level relationship between the pro-
teomes of cerebrospinal fluid (CSF) and plasma has not been
comprehensively described so far. Recently developed shotgun
proteomic workflows allow for deeper characterization of the
proteomes from body fluids in much larger sample size. We
deployed state-of-the-art mass spectrometry-based proteomics in
paired CSF and plasma samples volunteered by 120 elders with and
without cognitive impairment to comprehensively characterize and
examine compartmental proteome differences and relationships
between both body fluids. We further assessed the influence of
blood−brain barrier (BBB) integrity and tested the hypothesis that
BBB breakdown can be identified from CSF and plasma proteome
alterations in nondemented elders. We quantified 790 proteins in
CSF and 422 proteins in plasma, and 255 of the proteins were
identified in both compartments. Pearson’s statistics determined 28 proteins with associated levels between CSF and plasma.
BBB integrity as defined with the CSF/serum albumin index influenced 76 CSF/plasma protein ratios. In least absolute
shrinkage and selection operator models, CSF and plasma proteins improved identification of BBB impairment. In conclusion,
we provide here a first comprehensive draft map of interacting human CSF and plasma proteomes, in view of their complex and
dynamic compositions, and influence of the BBB.
KEYWORDS: BBB, blood, brain, cerebrospinal fluid, circulation, clinical proteomics, CSF, mass spectrometry, nervous system,
serum/plasma
■
INTRODUCTION
Cerebrospinal fluid (CSF) is a fluid proximal to the central
nervous system (CNS), including the brain and spinal cord.
The CSF offers a protective cushion against mechanical forces
and a sink for byproducts that reflect brain metabolism.
Maintenance of CSF is due primarily to the ultrafiltration of
arterial blood at the choroid plexus, and at any time about 20−
30% of CSF proteins are thought to be derived from the brain
specifically.
1,2
CSF protein analysis is used in the diagnosis of
tumors, bleeding, inflammation, and injury.
3
CSF peptides and
proteins (i.e., total tau (tau), hyperphosphorylated tau (P-tau),
and β-amyloid 1−42 (Aβ1−42)) can complement clinical
examination by the objective evidence to improve the
diagnosis of Alzheimer’s disease (AD).
4,5
In 2010, Schutzer
et al. established an initial database including 2630 proteins
contained in “normal” human CSF.
6
A few years later,
Guldbrandsen et al. released the CSF Proteome Resource
composed of 3081 proteins, also making a proteome coverage
comparison of CSF and plasma.
7
Zhang et al. also contributed
to the CSF protein map by reporting 2513 proteins in normal
CSF,
8
and Macron et al. recently reported in-depth character-
izations of the human CSF proteome.
9,10
Blood is more easily accessible than CSF regarding sampling.
Blood sampling can be more often repeated, and material
amounts are less limited. Therefore, many efforts have been
made to discover blood-based biomarkers for neurological
disorders, in particular proteins.
11−14
Protein biomarker
candidates from the circulating blood are likely to prove useful
for the diagnosis and prognosis of CNS disorders as well as for
Received: October 12, 2018
Published: January 31, 2019
Article
pubs.acs.org/jpr
Cite This: J. Proteome Res. 2019, 18, 1162-1174
© 2019 American Chemical Society 1162 DOI: 10.1021/acs.jproteome.8b00809
J. Proteome Res. 2019, 18, 1162−1174
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