Introduction
Introduction
Doppler ultrasound measurements of the uteroplacental blood flow and its relevance
for the early detection of gestational risks was first reported by Campbell et al.
in 1983 [1 ]. Subsequent studies showed that a persistently increased pulsatility index throughout
the second half of gestation and particularly the confirmation of a post-systolic
notch in the uterine arteries were often accompanied by pregnancy-induced hypertension,
preeclampsia, intrauterine growth restriction, placental abruption and intrauterine
death [2 ]
[3 ]
[4 ]
[5 ]
[6 ]
[7 ].
Uterine Doppler measurements were predominantly performed using transvaginal sonography
[8 ]
[9 ] in the first half of gestation and by means of abdominal sonography in the second
half of gestation [4 ]
[5 ]
[10 ]. Initially, Doppler velocimetry of the uterine artery was performed by continuous-wave
measurements [3 ]
[6 ]
[11 ]
[12 ]
[13 ]. Pulsed Doppler spectral analysis [1 ]
[7 ]
[14 ] and Doppler color flow imaging techniques [4 ]
[5 ]
[10 ]
[15 ] represented significant methodological improvements. In order to differentiate normal
from pathological uterine waveforms, the definition of a normal range during pregnancy
is very important. However, many reference ranges are associated with methodological
flaws [16 ]
[17 ]
[18 ]. The validity of several reference ranges has been limited by small case numbers,
the use of a single measuring parameter, longitudinal or cross-sectional studies,
a short observation period, a lack of information about case numbers studied at the
various time points from week 18 to 42 of gestation, differing techniques to obtain waveforms, differing sampling sites for Doppler measurements,
calculation of raw data by inconsistently applied and inadequately explained mathematical
methods, as well as by an insufficiently defined patient population. Therefore, the
present study intends to establish new Doppler ultrasound gestational age-dependent
reference curves for the uterine artery (PI, RI, Vmean ) in a normal obstetric population obtained by color Doppler measurements from the
18th to 42nd week of gestation. To this end, a mathematical growth model was developed by our
group on the basis of validated methodological guidelines.
Patients and Methods
Patients and Methods
Doppler ultrasound examinations of the uterine artery were performed in a prospective
cross-sectional study of 921 low-risk pregnancies, from 18 – 42 completed weeks of
gestation. Every patient underwent only one examination. Gestational age was calculated
from the last menstrual period, confirmed by first trimester crown-rump length measurement
and corrected as required [19 ]. At the time of examination, the fetal abdominal and head circumference had to be
within the 90 % confidence interval of our standard curves [20 ]. An amniotic fluid volume within the normal range represented an additional inclusion
criterion. Furthermore, only patients with normal findings regarding impedance indices
(PI, RI) in the umbilical artery were included in the study. Smokers were required
to abstain from smoking for at least two hours prior to examination. The exclusion
criteria included: intrauterine growth restriction, hypertensive diseases, preeclampsia,
maternal coagulation disease, diabetes, collagen vascular disease, pharmacotherapy
and drug dependence, uterine malformations, labor activity and maternal emotional
states. Further uterine Doppler flow waveforms with the presence of a unilateral or
bilateral post-systolic notch were excluded. The ultrasound investigations were performed
with a 2 – 5 MHz broadband transducer and a 2.25 MHz transducer (Combison 530 / 530 MT,
Kretz-Technik, Austria and Voluson 730 expert GE Medical systems) was used to derive
the blood flow velocities. The ultrasound transducer was positioned on the lower lateral
side of the abdomen. Color Doppler imaging was performed to visualize the uterine
artery and optimize the insonation by pulsed-wave Doppler ([Fig. 1 ]
[2 ]). Uterine flow velocities were taken approximately 1 cm to 2 cm above the crossover
of the external iliac artery on both sides ([Fig. 2 ]). Doppler measurements were performed according to the guidelines of the International
Perinatal Doppler Society [21 ]. Only patients with an anterior, posterior or fundal location of the placenta were
examined. The mean PI, RI and Vmean of the right and left uterine artery were calculated. The pulse repetition frequency
ranged from 4 to 6 kHz and the wall filter was set at 120 Hz. The angle of insonation
was below 30° for all measurements. Calculations for 3 uniform heart cycles were made
from the stored image using an automatic waveform analysis integrated into the ultrasound
device. The pulsatility and resistance indices (PI, RI), intensity-weighted mean velocity
(Vmean ) and maternal heart rate (MHR) were calculated automatically from the mean values.
The spatial average intensity for color and pulsed Doppler was consistently less than
100 mW/cm2. All measurements were performed by one investigator (F. B.) with extensive
Doppler sonography experience.
Fig. 1 Color flow imaging shows the complex uterine circulation in the lower lateral abdominal
quadrant.
Abb. 1 Farbdoppersonografische Darstellung des uteroplazentaren Kreislauf im lateralen unteren
Quadranten des Abdomens.
Fig. 2 Transabdominal color flow imaging and normal Doppler velocity waveforms of the uterine
artery.
Abb. 2 Transabdominale farbdopplersonografische Darstellung eines normalen uterinen Dopplerflussspektrums.
Statistical method for creating age-dependent reference percentiles
Reference ranges for the respective gestational weeks were determined with the aim
of creating smoothened growth curves for the entire gestational period. For this purpose,
the statistical method suggested by Wellek et al. (1995) was used and is briefly described
below [22 ]:
The boundaries of the bands were shown as smoothened curves instead of as step or
piece-wise linear functions.
The central line of the band was determined by fitting a nonlinear regression function
derived from a sufficiently flexible class of monotonic functions parametrized as
parsimoniously as possible. The following model describes a class of monotonic functions
which proved to be very well-suited for this purpose: g(t) = c × (d + I(t-t’)/(t”-t’ ) (a,b), where t’ and t” denote the upper limit of the time range, respectively, and Ix (a,b) stands for the value of the beta distribution function with parameters (a,b) at x, for any point × in the unit interval (0.1). Of the four parameters involved
in the model, the first two, i. e., a and b determine the form of the curve, while c and d reflect the scale and order of magnitude. In addition, the sign of c coincides with that of the slope of the curve.
The boundary curves were determined so that the width of the band increases or decreases
linearly from left to right according to the ratio of the conditional standard deviations
observed in the first and the last decile with respect to gestational age. For the
majority of the measurements analyzed in this paper, variability increased with the
observation time points leading to increasing bandwidths.
Subject to condition (III), the smallest bandwidth was computed to provide a minimum
coverage of 90 % for the individual observations contained in the reference sample.
In nonsymmetrical cases, the proportion of points outside the band is controlled separately
for the lower and the upper part, in order to obtain (approximate) equality of tails.
In other words, in all diagrams and tables, the lower and upper boundaries correspond
as closely as possible to the 5th and 95th percentiles, respectively. This obviously
entails more or less marked differences between the upper and the lower reference
curves with respect to the distance from the regression line.
Results
Results
In 921 cases good Doppler flow spectra were derived from the left and right uterine
artery. The ranges are shown in and [Table 1 ] and 2 . The reference curve of the pulsatility index (PI) is characterized by a linear pattern,
showing a decrease of 0.89 to 0.65 from the 18th –42nd week of gestation. A similar pattern was observed for the resistance index (RI) with
a decrease of 0.45 to 0.35. The maternal heart rate decreased from 88 bpm in the 18th week to 77 bpm in the 42nd week of gestation.
Tab. 1 Pulsatility index (PI), resistance index (RI) and intensity-weighted mean velocity
(Vmean ) of the uterine artery.
Gestational age (wks)
Mean[1 ]
PI 90 % interval
Mean1
RI 90 % interval
Mean1
Vmean 90 % interval
18 19 20 21 22
0.888 0.838 0.812 0.795 0.781
(0.509 – 1.407) (0.460 – 1.356) (0.436 – 1.328) (0.420 – 1.309) (0.407 – 1.293)
0.447 0.429 0.419 0.411 0.405
(0.222 – 0.659) (0.204 – 0.641) (0.194 – 0.630) (0.186 – 0.622) (0.180 – 0.615)
43.458 44.025 44.831 45.704 46.545
(20.659 – 71.901) (21.202 – 72.500) (21.982 – 73.337) (22.830 – 74.240) (23.647 – 75.113)
23
0.769
(0.397 – 1.280)
0.400
(0.175 – 0.610)
47.301
(24.377 – 75.899)
24
0.759
(0.388 – 1.268)
0.395
(0.171 – 0.605)
47.945
(24.997 – 76.575)
25
0.751
(0.381 – 1.258)
0.391
(0.167 – 0.601)
48.473
(25.500 – 77.133)
26
0.743
(0.374 – 1.248)
0.387
(0.163 – 0.597)
48.889
(25.891 – 77.580)
27
0.736
(0.369 – 1.239)
0.384
(0.160 – 0.593)
49.206
(26.183 – 77.928)
28
0.729
(0.363 – 1.230)
0.380
(0.157 – 0.590)
49.439
(26.391 – 78.192)
29
0.722
(0.358 – 1.222)
0.378
(0.154 – 0.587)
49.604
(26.532 – 78.388)
30 31 32 33 34 35 36 37 38 39 40 41 42
0.716 0.711 0.705 0.700 0.695 0.690 0.684 0.679 0.674 0.669 0.663 0.657 0.649
(0.354 – 1.214) (0.349 – 1–207) (0.345 – 1.199) (0.341 – 1.192) (0.337 – 1.185) (0.333 – 1.178) (0.330 – 1.171) (0.326 – 1.164) (0.322 – 1.157) (0.318 – 1.150) (0.313 – 1.143) (0.308 – 1.134) (0.302 – 1.125)
0.375 0.372 0.370 0.368 0.366 0.364 0.362 0.360 0.358 0.357 0.355 0.354 0.353
(0.152 – 0.584) (0.150 – 0.581) (0.147 – 0.578) (0.145 – 0.576) (0.144 – 0.574) (0.142 – 0.571) (0.140 – 0.569) (0.139 – 0.567) (0.137 – 0.566) (0.136 – 0.564) (0.135 – 0.562) (0.134 – 0.561) (0.133 – 0.559)
49.716 49.790 49.836 49.863 49.878 49.886 49.889 49.891 49.891 49.891 49.891 49.891 49.891
(26.619 – 78.532) (26.668 – 78.637) (26.689 – 78.714) (26.692 – 78.772) (26.682 – 78.818) (26.664 – 78.856) (26.643 – 78.891) (26.620 – 78.923) (26.595 – 78.955) (26.571 – 78.986) (26.546 – 79.017) (26.521 – 79.048) (26.496 – 79.079)
1Smoothed by means of nonlinear regression.
Tab. 2 Maternal heart rate during pregnancy.
Gestational age (wks)
Mean[1 ]
Maternal heart rate 90 % interval
18 19 20 21 22
88.251 87.868 87.506 87.153 86.804
(63.460 – 119.174) (63.219 – 118.612) (63.000 – 118.072) (62.790 – 117.541) (62.584 – 117.014)
23
86.456
(62.379 – 116.488)
24
86.108
(62.174 – 115.961)
25
85.758
(61.966 – 115.433)
26
85.405
(61.756 – 114.902)
27
85.047
(61.542 – 114.366)
28
84.685
(61.322 – 113.825)
29
84.316
(61.096 – 113.278)
30 31 32 33 34 35 36 37 38 39 40 41 42
83.939 83.554 83.159 82.751 82.329 81.889 81.429 80.942 80.422 79.857 79.227 78.490 77.507
(60.862 – 112.723) (60.620 – 112.160) (60.367 – 111.586) (60.102 – 111.000) (59.823 – 110.400) (59.526 – 109.782) (59.209 – 109.143) (58.865 – 108.478) (58.488 – 107.780) (58.066 – 107.037) (57.579 – 106.229) (56.984 – 105.313) (56.145 – 104.153)
1Smoothed by means of nonlinear regression.
Fig. 3 Individual measurements and calculated reference ranges for the pulsatility index
(PI) in the uterine artery. The standard boundaries include 90 % of the normal patient
population.
Abb. 3 Darstellung der Einzelmessungen für den Pulsatilitätsindex (PI) der A. uterina. Das
Konfidenzintervall beinhaltet 90 % des Normalkollektivs.
Fig. 4 Individual measurements and calculated reference ranges for the resistance index (RI)
in the uterine artery. The standard boundaries include 90 % of the normal patient
population.
Abb. 4 Darstellung der Einzelmessungen für den Resistenzindex(RI) der A. uterina. Das Konfidenzintervall
beinhaltet 90 % des Normalkollektivs.
Fig. 5 Individual measurements and calculated reference ranges for the intensity-weighted
mean blood flow velocity (Vmean) in the uterine artery. The standard boundaries include
90 % of the normal patient population.
Abb. 5 Darstellung der Einzelmessungen für die mittlere intensitätsgewichtete Flussgeschwindigkeit
(Vmean) der A. uterina. Das Konfidenzintervall beinhaltet 90 % des Normalkollektivs.
Fig. 6 Individual measurements and calculated reference ranges for the maternal heart rate.
The standard boundaries include 90 % of the normal patient population.
Abb. 6 Darstellung der Einzelmessungen für die mütterliche Herzfrequenz. Das Konfidenzintervall
beinhaltet 90 % des Normalkollektivs.
With regard to intensity-weighted mean blood flow velocities (Vmean ), an increase of 43 to 50 cm/s was noted for the observation interval. The regression
models fitted to the data of the variables under consideration are summarized in [Table 3 ].
Tab. 3 Calculated constants for the individual parameters and growth functions of the uterine
artery during pregnancy
Parameter
a
b
c
d
PI
0.7297
0.8718
–0.2854
–3.0028
RI
1.2658
5.2466
–0.1148
–4.0677
Vmean
1.2062
2.9410
8.4061
5.1368
Maternal heart rate
0.8978
0.6081
–11.9993
–7.3735
The impedance indices for the placental positions (anterior, posterior, fundal) were
compared in 10 patients and showed no significant differences. Comparisons of our
reference values for the pulsatility index (PI) and resistance index (RI) were performed
with the results of the literature and are presented in [Fig. 7, 8 ].
Fig. 7 Comparison of our confidence interval for the pulsatility index (PI) with ranges of
Gomez et al. [25 ].
Abb. 7 Vergleich der eigenen Konfidenzbereiche für den Pulsatilitätsindex (PI) mit den Werten
von Gomez et al. [25 ].
Fig. 8 Comparison of our confidence interval for the resistance index (RI) with ranges of
Kurmanavicius et al. [26 ].
Abb. 8 Vergleich der eigenen Konfidenzbereiche für den Resistenzindex(RI) mit den Werten
von Kurmanavicius et al. [26 ].
Discussion
Discussion
The present study examined parameters of uterine blood flow velocity and impedance
indices as well as the maternal heart rate in a large, well-defined low-risk population
of pregnancies. Evaluation of 921 women between the 18th and 42nd week of pregnancy demonstrated a significant increase in the blood flow velocity
(Vmean ) of the uterine artery and significant decreases of uterine resistance indices (PI,
RI) as well as a decrease of the maternal heart rate.
These alterations are in part the result of the physiological trophoblastic invasion
of the spiral arteries and the loss of the musculoelastic coat of the arteries and
are in part caused by an increased cardiac output, a decrease of blood viscosity and
a gradual reduction of the peripheral vascular resistance in the maternal compartment
[23 ]
[24 ].
The trophoblastic invasion in the first half of gestation proceeds in two phases and
causes pronounced hemodynamic changes in the uteroplacental circulation including
the reduction of resistance in the uterine vessels. In the second half of gestation,
the process of placentation is largely completed which we found to be reflected by
only marginal changes in the impedance indices (PI, RI). These observations are consistent
with the literature [1 ]
[10 ]
[11 ]
[25 ]
[26 ]. Thus, uterine Doppler waveform measurements are similar regardless of the differing
Doppler technologies applied.
In order to establish valid reference curves, it is important to provide standardized
and reproducible measurements of uterine blood flow velocity combined with an exact
definition of the sampling site and assessment of the placenta location [10 ]
[27 ]. Bewley et al. demonstrated a reduction of impedance indices along the uterine artery
with increasing distance from the crossing of the uterine and external iliac arteries
[27 ]. This may well be explained by the complexity of the uterine collateral vasculature.
In addition, the location of the placenta may have considerable influence on uterine
blood flow [10 ]
[27 ]. Therefore, we only included measurements in which the placenta location was anterior,
posterior or fundal within the uterus. Bower et al. showed significant differences
in impedance indices of the uterine artery depending on the site of placentation [10 ]. Significantly lower PI and RI values were found at the site of placental adherence
in comparison to the contralateral side [10 ]
[26 ]
[27 ]. Although Bewley et al. reported lower resistance indices of the uterine artery
when the placenta was located in an anterior position compared to posterior placentation,
we were unable to confirm this [27 ]. A possible explanation could be the use of continuous-wave Doppler in their study,
which did not allow standardized reproducible derivation of the uterine blood flow
velocity. Even though the uterine blood flow velocity can be measured by continuous-wave
Doppler (CW) or pulsed Doppler analysis, only color Doppler ultrasound permits standardized
and reproducible derivation of the uterine blood flow velocity. The latter technique
has the advantage of allowing accurate localization of the uterine artery with standardized
alignment of a low angle of insonation and exact positioning of the sample volume
[4 ]
[15 ].
Uterine reference curves with a similar study design and the same examination technique
were created by Gomez et al. for the pulsatility index and by Kurmanavicius et al.
for the resistance index [25 ]
[26 ]. In contrast to these studies, we excluded pregnancies with a unilateral or bilateral
post-systolic notch and the placenta in a lateral position within the uterus. Additionally,
our data were collected by a single individual while several examiners participated
in the collection of data in the other two studies. However, this does not seem to
be of great relevance as the interobserver variability is only marginal [27 ]
[28 ]. Comparison of our reference ranges of the uterine artery to collectives of similar
size and homogeneity shows a nearly identical curve progression for the pulsatility
index as well as the resistance index [25 ]
[26 ]. In comparison to our data, the reference curves published by Kurmanavicius et al.
exhibit a marginally narrower confidence interval and slightly increased resistance
indices during the entire gestational period, while Gomez et al. feature a wider confidence
interval and higher pulsatility indices between the 18th and 24th week of gestation [25 ]
[26 ]. This could be explained by our exclusion of pregnancies with a unilateral or bilateral
post-systolic notch, thus resulting in slightly lower impedance indices. Differing
statistical calculation could be a further reason for minor deviations [16 ]
[17 ]
[22 ]
[29 ].
The evaluation of pathological unilateral or bilateral uterine Doppler waveforms is
qualitatively estimated by impedance indices (PI, RI) and demonstration of the post-systolic
notch [3 ]
[7 ]
[15 ]. The latter is viewed as a risk factor for the development of intrauterine growth
restriction, pregnancy-induced hypertension and preeclampsia as well as for intrauterine
death and a higher placental abruption rate [2 ]
[3 ]
[4 ]
[30 ]. Although detection of a bilateral notch is associated with a higher complication
rate during pregnancy, knowledge of the normal limits of uterine impedance indices
is equally important to differentiate normal from pathological pregnancies and for
their prognostic assessment. Therefore, accurately constructed reference curves in
a well-defined low-risk patient collective are required. A recently conducted bivariable
meta-analysis showed that an increased pulsatility index associated with a post-systolic
notch in the second trimester of pregnancy has a high predictive value for the development
of preeclampsia in a low-risk as well as in a high-risk patient collective [31 ]. However, the predictive value was lower for intrauterine growth restriction [31 ]. For the future a combination of biochemical markers with ultrasonographic markers
represents a promising approach to improve the prediction of preeclampsia in the first
as well as the second trimester of pregnancy [32 ].
In summary, the present study provides reference curves for the impedance indices
(PI, RI), Vmean and the maternal heart rate in a large well-defined low-risk patient collective and
shows similar curve progression compared to the literature. The present reference
curves can be applied to the evaluation of uterine blood flow velocity and impedance
indices when the placenta is located in a central position.