Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Nov 23:16:1049118.
doi: 10.3389/fnins.2022.1049118. eCollection 2022.

The associations of cerebrospinal fluid biomarkers with cognition, and rapid eye movement sleep behavior disorder in early Parkinson's disease

Affiliations

The associations of cerebrospinal fluid biomarkers with cognition, and rapid eye movement sleep behavior disorder in early Parkinson's disease

Mingzhu Tao et al. Front Neurosci. .

Abstract

Background: In Parkinson's disease (PD), levels of cerebrospinal fluid (CSF) biomarkers and progression of non-motor symptoms are associated, but the specifics are not yet clear.

Objective: The aim of this study was to investigate the associations of non-motor symptoms with CSF biomarkers in PD.

Materials and methods: We assessed 487 individuals from the Parkinson's Progression Markers Initiative (PPMI), consisting of 155 healthy controls (HCs) and 332 individuals with PD. Patients with PD were grouped according to non-motor symptoms and compared CSF α-synuclein (α-syn), amyloid-beta 1-42 (Aβ1-42), and total tau (t-tau) levels. Multiple linear regressions were used in baseline analysis and linear mixed-effects models in longitudinal analysis. Analyses of mediating effects between cognition and CSF biomarkers were also performed.

Results: At baseline, PD patients with cognitive impairment (PDCI) exhibited significantly lower CSF α-syn (β = -0.1244; P = 0.0469), Aβ (β = -0.1302; P = 0.0447), and t-tau (β = -0.1260; P = 0.0131) levels than PD patients without cognitive impairment (PDCU). Moreover, a faster decline of α-syn (β = -0.2152; P = 0.0374) and Aβ (β = -0.3114; P = 0.0023) and a faster rise of t-tau (β = -0.1534; P = 0.0274) have been found in longitudinal analysis. The Aβ positive group showed an earlier decline in cognitive performance (β = -0.5341; P = 0.0180) compared with the negative Aβ group in both analyses. In addition, we found that PD patients with probable rapid eye movement sleep behavior disorder (pRBD) showed decreased CSF α-syn (β = -0.1343; P = 0.0033) levels. Finally, mediation analysis demonstrated that olfactory function partially mediated the relationship between cognition and CSF biomarkers levels.

Conclusion: Our study shows that CSF biomarkers are associated with cognition at baseline and longitudinally. Cognitive impairment is more severe in patients with a heavier Aβ burden. CSF α-syn decreased in PD patients with pRBD. This study suggests that early recognition of the increased risk of non-motor symptoms is important for disease surveillance and may be associated with the pathological progression of CSF markers.

Keywords: Parkinson’s disease; cerebrospinal fluid biomarker; cognition function; non-motor symptoms; rapid eye movement sleep behavior disorder (RBD).

PubMed Disclaimer

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

FIGURE 1
FIGURE 1
Associations of non-motor symptoms with cerebrospinal fluid (CSF) biomarker levels in cross-sectional analyses.
FIGURE 2
FIGURE 2
Associations of cognitive impairments with lower cerebrospinal fluid (CSF) biomarker levels in cross-sectional analyses. Cognitive impairments were significantly associated with lower levels in (A) α-synuclein (B), Aβ1–42, and (C) t-tau. Cross-sectional associations of sleep disorder with lower CSF (D) α-synuclein were shown. *P < 0.05.
FIGURE 3
FIGURE 3
Associations of cognitive impairments with lower cerebrospinal fluid (CSF) biomarker levels during the follow-up. Temporal trajectories of CSF (A) α-synuclein (B) and Aβ1–42 show a decline in cognitive impairments. However, CSF (C) t-tau was elevated. Longitudinal associations of sleep disorders with CSF (D) α-synuclein were shown. *P < 0.05.
FIGURE 4
FIGURE 4
Olfactory dysfunctions mediate the effects of Montreal Cognitive Assessment (MoCA) on cerebrospinal fluid (CSF) biomarkers. Causal-step approach showed that (1) MoCA was significantly associated with olfaction and rates of CSF biomarkers change; (2) olfaction was associated with CSF biomarkers; (3) when controlling for olfaction, the associations between MoCA and rates of CSF biomarkers were still significant (P < 0.05). As such, all conditions for mediation were met. For Aβ1–42 (A) and t-tau (B), the Sobel test for mediation estimated that the percentages of total effect mediated by olfaction were 35% (z = 2.1965; P = 0.024) and 37% (z = 0.7674; P = 0.026), respectively. *P < 0.05. MoCA, Montreal Cognitive Assessment; UPSIT, University of Pennsylvania Smell Identification Test; CSF, cerebrospinal fluid; Aβ1–42, amyloid-β1–42; t-tau, total tau.

Similar articles

Cited by

References

    1. Aarsland D., Kurz M. W. (2010). The epidemiology of dementia associated with Parkinson disease. J. Neurol. Sci. 289 18–22. 10.1016/j.jns.2009.08.034 - DOI - PubMed
    1. Aarsland D., Andersen K., Larsen J. P., Lolk A., Kragh-Sørensen P. (2003). Prevalence and characteristics of dementia in Parkinson disease: An 8-year prospective study. Arch. Neurol. 60 387–392. 10.1001/archneur.60.3.387 - DOI - PubMed
    1. Aarsland D., Andersen K., Larsen J. P., Lolk A., Nielsen H., Kragh-Sørensen P. (2001). Risk of dementia in Parkinson’s disease: A community-based, prospective study. Neurology 56 730–736. 10.1212/WNL.56.6.730 - DOI - PubMed
    1. Aarsland D., Batzu L., Halliday G. M., Geurtsen G. J., Ballard C., Ray Chaudhur K, et al. (2021). Parkinson disease-associated cognitive impairment. Nat. Rev. Dis. Primers 7:47. 10.1038/s41572-021-00280-3 - DOI - PubMed
    1. Alves G., Brønnick K., Aarsland D., Blennow K., Zetterberg H., Ballard C., et al. (2010). CSF amyloid-beta and tau proteins, and cognitive performance, in early and untreated Parkinson’s disease: The Norwegian ParkWest study. J. Neurol. Neurosurg. Psychiatry 81 1080–1086. 10.1136/jnnp.2009.199950 - DOI - PubMed