High performance of the diffusion magnetic resonance imaging biomarker diffusion-derived 'vessel density' (DDVD) for separating placentas associated with pre-eclampsia from placentas in normal pregnancy

扩散磁共振成像生物标志物扩散衍生“血管密度”(DDVD)在区分先兆子痫相关胎盘和正常妊娠胎盘方面表现出优异的性能

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Abstract

BACKGROUND: Diffusion-derived 'vessel density' (DDVD) is a surrogate of the area of micro-vessels per unit tissue. DDVD is calculated according to: DDVD (b0b50) = Sb0/ROIarea0 - Sb50/ROIarea50, where Sb0 and Sb50 refer to the tissue signal when b is 0 or 50 s/mm(2). Due to the complexity of pre-eclampsia (PE), even a combination of risk factors and available tests cannot accurately diagnose or predict PE. This study applies DDVD to assess the perfusion of placenta, and study placenta perfusion disturbance in PE patients. METHODS: Diffusion-weighted images with b-values of 0, 50 s/mm(2) were acquired in 44 normal pregnancies and 25 patients with PE with a 3.0-T magnet. Diffusion-derived vessel density ratio (DDVDr) was calculated according to: DDVD of placenta/DDVD of fetal brain. RESULTS: The DDVD values of the control placentas [n=44, median: 67.53, 95% confidence interval (CI): 52.84-79.46] were significantly higher than those of the PE patients (n=25, median: 23.66, 95% CI: 17.22-45.57, P<0.0001), while there was no difference of the fetal brain DDVD values of the control cases (median: 29.5, 95% CI: 25.46-34.62) and those of PE patients (median: 33.6, 95% CI: 27.82-35.39, P=0.41). DDVDr results of the control cases (median: 2.00, 95% CI: 1.57-2.50) and PE patients (median: 0.81, 95% CI: 0.53-1.18, P<0.0001) were significantly different, with area under the receiver operating characteristic curve (AUROC) of 0.84 for separation. The AUROC was 0.92 for separation when only cases with gestation age (GA) ≤35 weeks were considered (control n=20, PE n=9). If only PE patients with fetal growth restriction (n=8) were compared with the controls (n=44), then AUROC was 0.96 for the separation. A trend was noted with GA and DDVDr negatively correlated in the control group (r=-0.26, P=0.085); however, such a trend was not observed for PE patients. A trend was observed with systolic blood pressure and DDVDr negatively correlated (r=-0.328, P=0.117). CONCLUSIONS: DDVDr may play an important role in patient PE prediction and follow-up.

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