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Bioinformatics of the Brain
Studies conducted in the saliva of individuals with mild cognitive impair-
ment (MCI) and AD have also reported that salivary transthyretin (TTR),
cystatin-C, interleukin-1 receptor antagonist, stratifin, matrix metallopro-
teinase 9 and haptoglobin protein levels vary compared to controls [54, 55].
In general, various studies conducted by different researchers have shown
that serum, plasma, saliva and urine may also contain proteins that will pro-
vide information about disease pathogenesis [54–57]. However, these findings
in proteomic studies have not yet become biomarker panels that will support
clinical diagnosis due to the need for further validation in large samples.
10.6.2
Parkinson’s Disease (PD)
PD, considered the second most common neurodegenerative disease, is char-
acterized by the preferential degeneration of dopaminergic neurons extending
from the substantia nigra to the striatum. Motor dysfunctions that occur in
the middle and late stages of the disease are attributed to the loss of more than
half of these neurons. Dopaminergic neurons are cells rich in mitochondria to
meet high energy needs, and in many studies the pathogenesis of the disease
has been associated with mitochondrial dysfunction [58]. Proteomic studies
conducted with both human brain and model organisms have highlighted
proteins related to neuroinflammation, oxidative stress, and the Ubiquitin-
proteasome system, especially mitochondrial respiratory chain proteins. In
this context, the substantia nigra has been the most studied region of the
brain due to dopaminergic neuron losses [59–61]. The results of an in-depth
proteomic analysis, in which more than ten thousand proteins were identified,
also showed that the downregulated mitoribosome proteins in the substantia
nigra were the most dysregulated proteins [59]. In the study characterizing
the protein profile of synaptosomes isolated from neuronal cell bodies in this
region, it was pointed out that mitochondrial Thymidine kinase 2 (TK2), 39S
ribosomal protein L2, neurolysin and Methionine-tRNA ligase (MARS2) may
have a stronger relationship with Parkinson’s disease than known [61].
In addition to post-mortem brain tissue, the pathogenesis of the disease
has also been investigated in animal models developed with toxin treatments
that promote PD-like dopaminergic neuron loss. In some studies, proteomic,
targeted proteomic and phosphoproteomic analyses were performed on vari-
ous samples obtained from zebrafish that exhibited PD-like symptoms after
exposure to rotenone, a neurotoxin. Interestingly, in addition to mitochon-
drial proteins altered by rotenone toxicity, it has been reported that proteins
involved in the redox system, calcium and lipid transport activity, and energy
metabolism were significantly improved after octanoic acid and erucic acid
treatments [62–64].
On the other hand, biomarker studies have been conducted in various
biological fluids for Parkinson’s disease, as well as Alzheimer’s. In a CSF
proteomics study aiming to distinguish Parkinson’s syndromes from healthy
controls, 341 proteins were quantified using two different cohorts. Of the 13