Sadhana Kumari1, S.Senthil Kumaran1, Vinay Goyal2, Achal Srivastava2, SadaNand Dwivedi3, and N.R. Jagannathan1
1NMR & MRI Facility, All India Institute of Medical Sciences, New Delhi, India, 2Neurology, All India Institute of Medical Sciences, New Delhi, India, 3Biostatistics, All India Institute of Medical Sciences, New Delhi, India
Synopsis
NMR-based metabolomics of saliva was studied in patients with Parkinson’s
disease (PD) in early and advanced stages in comparison with that of healthy controls
(HC). Higher levels of histidine,
TMAO, propionate, GABA, valine, isoleucine, alanine, and fucose were observed in early PD in comparison
with HC. Higher propionate and acetoin
concentrations were observed in both early and advanced PD groups as compared
to the HC group. An association of a few metabolites with the disease duration,
LEDD and H&Y stage of PD patients was observed. Gut microflora system,
ketone body and energy metabolisms may be impaired in patients with PD.
Introduction
Parkinson’s disease (PD) is a chronic
neurodegenerative condition characterized by motor symptoms as a result of
dopaminergic degeneration in the substantia nigra pars compacta1. It
affects 1% of the population above 60 years of all races and culture2.
Diagnosis of Parkinson's disease is established after the manifestation of
motor symptoms like rigidity, bradykinesia, and tremor. However, recent studies
support the hypothesis that nonmotor symptoms, particularly gastrointestinal
dysfunctions, might serve as early biomarkers that lead to malnutrition3.
As per Braak's hypothesis, the disease is assumed to originate in the intestine
and via the vagus nerve it spreads to the brain4. Therefore, it has
been hypothesized that peripheral dopaminergic impairments would possibly
precede the alteration of dopaminergic neurons within the central nervous
system and, finally, the appearance of motor symptoms. Thus, considering the complex process of diagnosis, there is a need for
additional non-invasive biomarkers for the diagnosis and prognosis of PD. The
aim of our study was to estimate how different stages of PD and dopaminergic
treatment taken by the patients may affect the metabolic profile in the saliva
of PD patients. Methods
The study included early PD group (patients with early
stages of the disease; H&Y stage≤ 2; n=52; mean age 53.5±7.3 years) and
advanced PD group (patients with advanced stages of the disease; H&Y stage
> 2; n=24; mean age ±SD: 57.9±8.2 years) and HC (n=37; mean age±SD=53.0±8.53
years) after the ethical approval (Table 1). The participants were instructed to
refrain from any medication, food, smoke, drink or use of oral hygiene products
for at least 12 hrs prior to saliva collection. Saliva samples were collected
in the morning (between 9:00 and 11:00 am) to avoid the diurnal variations and
were immediately stored at -80˚C. For the NMR experiments, saliva samples were
thawed at room temperature and centrifuged at 2000g for 10 min at 4oC
to remove insoluble materials, food remnants and cell debris. 400µl of saliva
sample was mixed with 170µL phosphate buffer solution (0.5 mM Na2HPO4/ NaH2PO4,
pH 7.4, 99.9% D2O) to maintain the pH variation across samples. Further, 0.5 mM
TSP (3-(trimethylsilyl) propionic-2,2,3,3-d4 acid sodium salt) was added to the
sample for serving as an internal standard for concentration estimation as well
as chemical shift reference. A total of 600 μl obtained solution were
transferred into 5 mm tubes for the NMR experiments. Proton NMR spectra were
acquired using 700 MHz NMR spectrometer (M/s. Agilent Technologies, USA) with
1D PRESAT using a 90˚ pulse, 128 scans;
relaxation delay=14s. Assignments of various metabolite resonances were made
using 1D & 2D NMR spectra. Data were integrated using Vnmrj software
(version 2.3, Agilent) and further concentration was estimated. Significant
metabolites were estimated by Mann-Whitney U test using STATA software (version
12).Results and discussion
The metabolic profiles of 113 saliva samples were
obtained from healthy and PD subjects. The assignments of a total of 40 salivary
metabolites were carried out unambiguously (Figure 1). The observed metabolites
include organic acids, neurotransmitters, short-chain fatty acids, amino acids,
amines, and alcohols.
Patients with early PD exhibited higher concentrations
of histidine, TMAO, propionate, GABA, valine, isoleucine, alanine, and fucose
in comparison with HC, indicating the characteristic changes of metabolite
levels during the onset of PD, though it may be related to dopaminergic
treatment also. Higher propionate and acetoin concentrations were observed in
both early and advanced PD groups as compared to the HC group, suggesting these
metabolites may not be altered by dopaminergic treatment. There were no
differences between ePD and aPD groups (Figure 2).
The concentrations of propionate (r=0.29, p=0.04) and
acetoin (r=0.26, p=0.03) correlated with disease duration, but not with LEDD,
H&Y stage and UPDRS (Figure 3). Elevated propionate and acetoin in patients with ePD and
aPD and their positive correlation with disease duration suggests an
association of PD biochemistry with the gut microbiome. Acetate and propionate
are intestinal microbial metabolites that influence the formation of gut
microbiota and the host metabolome5. Due to
altered levels of these metabolites, intestinal microflora becomes imbalanced and
may activate intestinal immunity to maintain the integrity of the gut barrier6.
These findings suggest a possible relationship in oral health and bacterial
status associated with the deterioration of periodontal health in patients with
PD7. The concentrations of glycine (r=0.43, p≤0.01),
taurine (r=0.52, p≤0.001), TMAO (r=0.36, p=0.01), isoleucine (r=0.30, p=0.04),
and valine (r=0.31, p=0.04) correlated with LEDD suggest their association with
dopaminergic treatment of PD patients. The concentration of butyrate (r=-0.25,
p=0.04) metabolite had a negative correlation with H&Y stage and may be
ascribed to disease severity, though it could not distinguish ePD and aPD.
An increased concentration of metabolites in PD in
comparison with HC may be attributed to a slower rate of amino acid absorption
leading to malnutrition in patients with PD8.
Conclusion
The
metabolites related to the gut microbiome, ketone body metabolism, and energy
metabolism were affected in PD, with respect to healthy controls. However, the
metabolites were not significantly different between ePD and aPD. Acknowledgements
SK Acknowledges fellowship from CSIR.References
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