Monday, November 2, 2009

More Fetal Echo Reference Values

Seems like I spent most of the month of October thinking about fetal echos in one form or another. Apart from the earlier release of the Fetal Echo Z-Scores: Femur Length calculator, I also developed a couple of "helper" routines:

  • A calculator to cross-check the femur length against the EGA derived from dates. Also Gives reference values for fetal thoracic circumference:

    Fetal Biometry

  • A remake of the CHOP calculator- useful for describing the hemodynamic status of the recipient twin in twin-twin transfusion syndrome (TTTS). Good stuff for reminding me about the various manners in which heart failure can be categorized by fetal echo:

    CHOP Fetal CV Profile Score

  • A calculator for fetal LV/RV/IVS wall thicknesses. In the absence of any published z-score equations, these two sources (one uses autopsy data) seem to be our only recourse:

    Fetal Ventricular Wall Thickness Reference Values


Additionally, the October 13 issue of Circulation brought a new fetal echo z-score reference:

Predictors of technical success and postnatal biventricular outcome after in utero aortic valvuloplasty for aortic stenosis with evolving hypoplastic left heart syndrome.
McElhinney DB, Marshall AC, Wilkins-Haug LE, Brown DW, Benson CB, Silva V, Marx GR, Mizrahi-Arnaud A, Lock JE, Tworetzky W.
Circulation. 2009
Oct 13;120(15):1482-90. Epub 2009 Sep 28.

I won't attempt an analysis beyond the smackdown itself because, as the authors reveal, these new z-score equations are based on

unpublished fetal norms…

Still, it is interesting (to me) to see the data published at all, and I think the smackdown sheds some interesting light on the two groups of equations.

fetal_aov_plot

Tuesday, October 13, 2009

Fetal Echo Z-Score Calculator: Updated

Cardiac valve, chamber, and arch z-scores based on femur length; predicted LMP/EDD/EGA; LV/RV size discrepancy ratios.

This update provides the following functionality:

Fetal cardiac z-scores calculated from femur length

According to the source article, each of the independent variables (EGA, FL, BPD) had similar performance, with the regressions based on femur length being slightly superior. I have not yet compared the z scores across the two calculations- it is likely that minor differences exist between z-scores based on femur length, and those based on the derived EGA.

Femur length estimates of EGA, EDD, and LMP

Since the ICAEL guidelines require reporting of the EGA (and manner of determination), this is estimated according to this common citation: New charts for ultrasound dating of pregnancy. Without getting wrapped up in the subtleties of another field entirely, this reference seemed suitable . From the looks of it though, EGA predictions by femur length alone are open to some criticism.

Size discrepancy ratios

A common referral for fetal echocardiography is the discovery on routine ultrasound of a "size discrepancy" between the left and right ventricles. The authors of this new article Left Ventricle to Right Ventricle Size Discrepancy in the Fetus: The Presence of Critical Congenital Heart Disease Can Be Reliably Predicted suggest the use of easily calculated ratios as a simple manner for stratifying the various underlying lesions. Ratios of 0.6 for each of the sites (MV/TV, LV/RV, AoV/PV) appear to have good predictive value- particularly when used in combination with the transverse arch measurement and descriptions of the flow across the atrial septum.

The topic of z-scores is touched upon briefly with reference to the transverse arch. Although the data presented suggests that the arch z-scores were significantly different between groups (intervention vs. not), no cutoff values for the z-score are suggested. It is interesting (to me) that the stated z-scores in the intervention vs. non groups is –4.7 vs. –3.2 (or, the difference between the 0.0001 percentile and the 0.0687 percentile !!). If one uses the normal boundaries of the 5th and 95th cumulative percentiles (z-scores of ±1.65), or the more liberal 2.3-97.3 percentiles (z scores of ±2), even the non-intervention group seems way out there.

It is also interesting to me that the chamber size and valve z-scores weren't discussed- at all. Many of the referrals for 'size discrepancy' seem more imagined than real, and z-scores of the left heart structures ought to provide evidence of normality, even if things appear discrepant. Along those lines, I am looking forward to the manuscript to follow this abstract: Fetal Cardiac Growth: New Z-Score Ranges From 3,000 Normal Pregnancies.

You can find the updated z-score calculator here:

ParameterZ.com Fetal Echo Z-Score Calculator

Sunday, August 2, 2009

Pediatric Echo Z-Score Calculator: Children's Mercy Hospital

Calculate z-scores and normal ranges for 80+ echocardiographic measures including m-mode, 2D, and Doppler; generate z-score graphs.

While browsing, I more-or-less stumbled upon a great website put together by the good folks at Children's Mercy Hospital (Kansas City, MO). The depth and breadth of measurements is astonishing, as is the number of observations from which the reference values are generated.

CMH generated z-score graph

I understand an article is forthcoming— destined to be the largest and most encompassing work to date on normative values for pediatric echocardiography.

CMH Pediatric Echo Z-Score Calculator

Also worth reading, their newsletter announcement: Creating New Growth Charts

 

Congratulations (and thanks!) to Dr. Drake and his staff for creating an incredible resource and service.

Thursday, June 4, 2009

LV Mass Reference Values: Smackdown

I am starting to think I should change the tagline for this blog to:
more questions than answers
I am in the midst of building another smackdown calculator:

LV Mass Smackdown

I hope that it use is self-explanatory and that it requires no introduction- because I am now out of time (heading out to the ASE meeting!).
This is still a 'work in progress' (I seem to have lots of these). Upon my return from the nation's capitol, I plan to add additional functionality:
  • tips on measurement technique
  • input validation
  • automatically detecting discrepancies between references
  • allowing users the opportunity to provide feedback in the cases where there are discrepancies
I think this is going to be very interesting ...

Saturday, April 18, 2009

Critical Aortic Stenosis: Echo Calculations

Calculators for Critical Aortic Stenosis: Rhodes Score, Discriminant Score, and CHSS Survival Benefit

In a previous post I presented my first version of the Discriminant Score calculator. Since then, we (sonographers) still get asked to calculate a Rhodes Score (this score has achieved virtual Brand Name recognition at this point) for patients with what appear to be borderline anatomy- even though the Discriminant Score now updates and improves upon the older score. In the process of developing the calculator for the Rhodes Score I was also clued-in to the Congenital Heart Surgeons Society (CHSS) Survival Benefit score. So, I thought I could present calculators based on each of these manuscripts (references included):

A few procedural notes related to the actual calculations are probably worth mentioning:

  • Rhodes Score
    • an erratum was published in 1995 (the original article was published in 1991). This is not to be missed, as is corrects the misprinted formula for the area of an ellipse used to calculate the MV (annulus) area, thus the indexed MV area, and thus the overall score
    • I omit the calculation of LV mass as the authors note the technical difficulty of the measurement (particularly, I might add, in patients where the LV is misshaped)
  • CHSS Survival Benefit Score
    • this is not the CHSS's current survival benefit calculator (I still can't figure that one out); they prefer you not play "what if..." with theirs  :)
    • necessary calculations of the z-scores use the only published data available at the the time: the Wessex z-score data (discussed previously here)
    • swapping the aortic root z-score equations for the competition (i.e., the Boston data) can have a pronounced effect (try it yourself)

It is this last point that I find both fascinating and more than a little disturbing: the CHSS survival benefit score, the way it is published- referring to the Wessex z-score data- appears to have a built in bias against biventricular repair. That is to say, in my experience (see for yourself) the Wessex data has a small standard deviation, and thus, less tolerance for deviations from the mean, and calls "abnormal" too soon. Way, way too soon. So, if the choice to go down the single ventricle pathway is (somewhat) dependent upon the relative size of the measured structures, and the relative size is gauged by the z-score, and the z-scores are biased...


If the choice of z-score equations perches neonates on the balance of biventricular vs. univentricular repair, we should probably be thinking pretty hard about how and where we want to derive our reference values.

A consensus *cough* Z-Score Writing Project *cough* can't come soon enough.