HeartCalc / Echo Z
Pediatric Heart Network (Lopez 2017) Z scores for 2D measurements, with Detroit (Pettersen 2008) alongside
Z = (measurement / BSA^α − mean) / SD expected mean = mean × BSA^α −2 to +2 Z range = (mean − 2 SD) × BSA^α to (mean + 2 SD) × BSA^α BSA (Haycock 1978) = 0.024265 × weight[kg]^0.5378 × height[cm]^0.3964
α, mean and SD for each parameter are copied verbatim from Lopez 2017, Table 2 (PMC author manuscript PMC5812349): see the table below. Coronary arteries are in mm; all other diameters and lengths in cm; areas cm²; volumes ml; mass g. The three ratios (mass-to-volume, thickness-to-dimension, sphericity) have α = 0 and are not indexed to BSA. The paper found no clinically important effect of age, sex, race or ethnicity, so one equation serves all children. The LV end-systolic diameter row (α 0.5, mean 2.675, SD 0.352) comes from Lopez 2021, Table 3 (PMC7870534), derived with the same PHN method.
Worked example in the paper (reproduced by this page's tests): a mitral diameter of 11 mm at BSA 0.3 m² with α 0.50, mean 2.23, SD 0.22 gives Z −1.0.
Population. 3215 healthy children aged 18 years or younger with measurable images, 19 North American centres; prematurity, obesity, structural heart disease and some family histories were excluded; core-lab measurements by 2 sonographers. No result is shown above 18 years. The paper does not state a BSA range; very small infants get a caution.
ln(measurement[cm]) predicted = b0 + b1 BSA + b2 BSA² + b3 BSA³ Z = (ln(measurement[cm]) − predicted) / √MSE BSA = DuBois: 0.007184 × weight[kg]^0.425 × height[cm]^0.725 Not shown when BSA (DuBois) > 2.0 m² or age > 18 years
The functional form is as described by Lopez 2021, Table 1. [unverified] The Pettersen 2008 paper itself could not be retrieved, so its coefficient table was not read. The coefficients below were reconstructed by exact least-squares fitting to ParameterZ's live Pettersen calculator at 13 body sizes. The fit residual was below 10−14, every coefficient landed on three decimals, and the result reproduces ParameterZ's Z scores to 4 × 10−14. ParameterZ labels its BSA “Dubois”; that the paper used DuBois is also unverified. Detroit never drives the headline number. Lopez 2021 found the Detroit curves diverge from PHN at high BSA (mean correlation with PHN Z 0.92, the lowest of the models compared). The Detroit LV dimensions may be M-mode rather than 2D.
| Parameter | Unit | α | Mean | SD | Detroit b0, b1, b2, b3 / MSE |
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Z scores are computed in this browser from the published equations; nothing you enter is stored or sent.
Decision aid only. A Z score depends on how and where the structure was measured; compare like with like.