For this study, we obtained plasma samples from 200 PD patients and 200 age- and gender-matched controls, and CSF samples from 50 PD patients and 50 age- and gender-matched controls. More than 90% of plasma samples and 90% of CSF samples were detected in our statistical analyses. SO in CSF analysis was excluded due to low detection rates. In plasma, levels of OCN (11716.4(8052.7-14679.4) vs 4833.1(1953.1-8847.8), P < 0.001) and OPN (16733.7 (12446.0-19981.3) vs 12333.7 (6341.4-16882.7), P < 0.001) were increased in the PD patients relative to the controls. In contrast, levels of OPG (130.7(89.4–207) vs 169.5(113.1–245), P < 0.001) and BMP2 (11.8(8-20.9) vs 17.9(9.37–31.5),P < 0.001) were decreased in the PD patients compared to those in controls (Table 1, Fig. 1A-D). However, No significant difference in plasma SO and DKK1 levels were found between the two groups (Supplementary file). In CSF, patients with PD had significantly lower levels of OCN (14817.5(8145.9-18998.3) vs 18264(12835.5-22342.3), P = 0.002) (Fig. 1A) and OPG (204.3(107.3–307) vs 282.7(215.3-444.1), P = 0.008) (Fig. 1C) relative to healthy controls. There was no significant difference of OPN, BMP2 or DKK1 levels in CSF between the two groups (Table 1, Fig. 1B, D, and Supplementary file).
Table 1
, Demographics and protein levels of six bone-derived factors in plasma and CSF in two groups
Clinical characteristics | Plasma | P value | CSF | P value |
PD | Con | PD | Con |
Gender (Male/Female) | 113/87 | 108/92 | 0.688 | 29/21 | 27/23 | 0.84 |
Age (year) | 63.2(11.2) | 63.3(12.3) | 0.935 | 57.6(11.1) | 59(10.2) | 0.518 |
H-Y | 2.3(0.8) | - | - | 2.2(0.6) | - | - |
UPDRS-III | 33.1(11.6) | - | - | 32.4(11.7) | - | - |
CRP, median (IQR), mg/l | 3.3 (1.8–4.5) | 2.1 (1.1–2.9) | < 0.001 | 0.15 (0.12–0.17) | 0.032 (0.01–0.04) | 0.006 |
OCN, median (IQR), pg/ml | 11716.4(8052.7-14679.4) | 4833.1(1953.1-8847.8) | < 0.001 | 14817.5(8145.9-18998.3) | 18264(12835.5-22342.3) | 0.002 |
OPN, median (IQR), pg/ml | 16733.7(12446.0-19981.3) | 12333.7(6341.4-16882.7) | < 0.001 | 9316.1(6955.1-11378.3) | 8189.4(6629.2-10736.8) | 0.124 |
OPG, median (IQR), pg/ml | 130.7(89.4–207) | 169.5(113.1–245) | < 0.001 | 204.3(107.3–307) | 282.7(215.3-444.1) | 0.008 |
SO, median (IQR), pg/ml | 651.4(321.1-1068.7) | 748.6(372.6-1272.2) | 0.147 | - | - | - |
BMP2, median (IQR), pg/ml | 11.8(8-20.9) | 17.9(9.37–31.5) | < 0.001 | 44.3(22-84.1) | 45(27.5–60.5) | 0.900 |
DKK1, median (IQR), pg/ml | 45.6(15.8-141.1) | 63.6(24.8-135.4) | 0.067 | 16.2(5.2–56.3) | 33.46(18.1–54.7) | 0.080 |
To evaluate whether these bone-derived factors could be the potential biomarkers for PD risk, the natural-logarithm values of these levels were analyzed using ROC curves. Compared with the NC group, the AUCs for the plasma and CSF levels of OCN in PD patients were 0.863 (95% CI = 0.771–0.928) and 0.67 (95% CI = 0.559–0.769), respectively. Moreover, the AUC was higher when combined assessment of plasma and CSF OCN in PD patients, at 0.869 (95% CI = 0.778–0.993) (Fig. 1E). The AUCs for plasma, CSF, and the combined assessment of OPN when comparing PD patients with control groups were 0.73 (95% CI = 0.632–0.814), 0.589 (95% CI = 0.486–0.687), and 0.739 (95% CI = 0.641–0.822), respectively (Fig. 1F). The AUCs for plasma, CSF, and the combined assessment of OPG and BMP2 were less than 0.7 (Supplementary file). Further, the plasma level of OCN and OPN were correlated with the Hoehn and Yahr disease stage (Fig. 1H, K) and the Movement Disorders Society-Unified Parkinson’s Disease Rating Scale (MDS-UPDRS)-III score (UPDRS III) (Fig. 1. G, J). Inflammation was involved both in the pathology of osteoporosis and PD, we next analyzed the relationship between CRP and these bone-derived factors. We found that significant correlations existed between plasma OCN and OPN and CRP levels in PD (Fig. 1I, L). However, no correlation was identified between these factors and CRP in CSF.
Table 1, Demographics and protein levels of six bone-derived factors in plasma and CSF in two groups.
Data are represented as Mean (SD), median (IQR) or n. P value was considered significant when < 0.05, PD Parkinson’s disease, Con Controls, H-YHoehn and Yahr, UPDRS-III Unified Parkinson’s Disease Rating Scale part III(motor score). CRP C-reaction protein,OCNOsteocalcin,OPN Osteopontin,OPGOsteoprotegerin, SO Sclerostin, BMP2 Bone morphogenetic protein 2, DKK-1Dickkopf-1, IQR Interquartile range.