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356 R. O. Bahado-Singh et al.<br />

Table 23.1. Umbilical artery Doppler: diagnostic performance for adverse outcome in prolonged pregnancies. AEDF absent<br />

end-diastolic flow, PPV positive predictive value, NPV negative predictive value, LR likelihood ratio (sensitivity/falsepositive<br />

rate)<br />

Reference Test Sensitivity (%) Specificity (%) PPV NPV LR a<br />

[8] S/D ³ 2.4 57.1 77.8 50.0 82.4 2.6<br />

[10] AEDF 91 100 91 180 ± a<br />

[12] RI 16.7 96.2 28.6 92.6 4.4<br />

[13] S/D 80 55 30 97 1.8<br />

[4] RI >0.62 37 75 40 73 1.5<br />

a LR =infinity.<br />

their respective false-positive rates (or their specificities).<br />

The various Doppler studies quoted different<br />

specificity values for their reported sensitivities. This<br />

makes it very difficult to compare the diagnostic accuracy<br />

of umbilical Doppler between different studies.<br />

One way of surmounting this limitation is to calculate<br />

the so-called likelihood ratio (LR). The likelihood ratio<br />

is calculated by dividing the sensitivity value by<br />

the false-positive rate. The false-positive rate in turn<br />

is equal to 1±specificity expressed as a decimal or<br />

alternatively 100%±specificity expressed as a percentage.<br />

The higher the LR of a test, the stronger is the<br />

correlation between the test measurement and outcome;<br />

thus, a test with a higher LR is generally a better<br />

test than one with a lower value. Table 23.1 lists<br />

the diagnostic indices of umbilical artery Doppler<br />

velocimetry in prolonged pregnancies from studies<br />

reporting more complete data.<br />

The issue of whether umbilical artery Doppler consistently<br />

predicts adverse outcome in prolonged pregnancy<br />

remains unresolved. Of the 10 studies reviewed,<br />

only three reported increased vascular resistance<br />

identifiable on Doppler in prolonged pregnancy<br />

with adverse outcome. Indeed, one study paradoxically<br />

found a reduction in placental resistance in prolonged<br />

pregnancies as determined by umbilical Doppler.<br />

There is currently insufficient evidence to propose<br />

that Doppler velocimetry of the umbilical artery<br />

should be used in routine management of prolonged<br />

gestation. The significant variability in the design of<br />

these various studies quite predictably makes it impossible<br />

to draw any strong conclusions regarding the<br />

value of umbilical Doppler in prolonged gestations.<br />

The many areas of differences in study designs included<br />

differences in defining prolonged pregnancies,<br />

varying umbilical Doppler thresholds used to define<br />

abnormal variation in ultrasound equipment, and<br />

Doppler modality used, i.e., continuous- vs pulsedwave<br />

Doppler and, most importantly, significant variation<br />

in outcome end points used to define perinatal<br />

complications. Very few of the studies with negative<br />

association performed power analysis. There is a significant<br />

possibility that many of the negative trials<br />

were underpowered.<br />

Umbilical Artery Doppler Versus<br />

Other Antepartum Tests<br />

Currently, the most commonly employed protocols for<br />

the antepartum monitoring of prolonged pregnancies<br />

incorporate the NST and amniotic fluid volume assessment.<br />

A few studies compared umbilical Doppler<br />

velocimetry to these more commonly used tests. In a<br />

study that found a correlation between Doppler and<br />

perinatal complications, Fischer et al. [8] compared<br />

umbilical Doppler S/D to NST and amniotic fluid<br />

measurements (Table 23.2). The umbilical artery Doppler<br />

was a better test than NST and amniotic fluid<br />

volume assessment combined.<br />

In another study that found the umbilical artery to<br />

be a useful predictor of outcome in prolonged pregnancy<br />

Pearce and McParland [10] compared absent<br />

end-diastolic flow velocity (AEDF) umbilical Doppler<br />

to NST and largest fluid pocket < 3 cm for prediction<br />

of fetal distress. The Cohen kappa statistic was used.<br />

Kappa values vary from 0 to 1.0. Values of 0±0.2 denote<br />

test results that may be chance findings, 0.2±0.8<br />

indicates increasing agreement, and values > 0.8 show<br />

strong correlation between the test results and the<br />

outcome of interest. Based on the kappa statistic, umbilical<br />

Doppler AEDF appeared to be a superior predictor<br />

of fetal distress in the first stage of labor compared<br />

with either the NST or amniotic fluid pocket.<br />

Kappa statistic for AEDF, NST, and fluid pocket fetal<br />

distress in the first stage of labor was 0.91, 0.41, and<br />

0.68, respectively. Fluid pocket and Doppler AEDF<br />

were modest predictors of second-stage distress with<br />

NST showing no meaningful correlation with this particular<br />

outcome (kappa values 0.39, 0.29, and 0.05).<br />

All except fluid volume had poor correlation with 5-<br />

min Apgar < 5 (kappa statistic 0.03, 0.07, and 0.37 for<br />

NST, AEDF, and fluid pocket, respectively).<br />

Weiner et al. [12] compared NST, oligohydramnios<br />

(< 5 cm), and umbilical RI > 0.68 for the detection of<br />

perinatal compromise; the latter consisted of 5-min<br />

Apgar < 7, NICU admission, cesarean for fetal distress,<br />

and birth weight less than the 5th percentile.<br />

The umbilical artery Doppler performance based on

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