[Fetal neurosonography using 3-dimensional multiplanar sonography]

A Clinical Approach to Semiautomated Three-Dimensional Fetal Brain Biometry-Comparing the Strengths and Weaknesses of Two Diagnostic Tools: 5DCNS+TM and SonoCNSTM

(1) Objective: We aimed to evaluate the accuracy and efficacy of AI-assisted biometric measurements of the fetal central nervous system (CNS) by comparing two semiautomatic postprocessing tools. We further aimed to discuss the additional value of semiautomatically generated sagittal and coronal planes of the CNS. (2) Methods: Three-dimensional (3D) volumes were analyzed with two semiautomatic software tools, 5DCNS+™ and SonoCNS™. The application of 5DCNS+™ results in nine planes (axial, coronal and sagittal) displayed in a single template; SonoCNS™ depicts three axial cutting sections. The tools were compared regarding automatic biometric measurement accuracy. (3) Results: A total of 129 fetuses were included for final analysis. Our data indicate that, in terms of the biometric quantification of head circumference (HC), biparietal diameter (BPD), transcerebellar diameter (TCD) and cisterna magna (CM), the accuracy of SonoCNS™ was higher with respect to the manual measurement of an experienced examiner compared to 5DCNS+™, whereas it was the other way around regarding the diameter of the posterior horn of the lateral ventricle (Vp). The inclusion of four orthogonal coronal views in 5DCNS+™ gives valuable information regarding spatial arrangements, particularly of midline structures. (4) Conclusions: Both tools were able to ease assessment of the intracranial anatomy, highlighting the additional value of automated algorithms in clinical use. SonoCNS™ showed a superior accuracy of plane reconstruction and biometry, but volume reconstruction using 5DCNS+™ provided more detailed information, which is needed for an entire neurosonogram as suggested by international guidelines.

Validation of a semiautomated volumetric approach for fetal neurosonography using 5DCNS+ in clinical data from > 1100 consecutive pregnancies

OBJECTIVE

The aim of this study was to evaluate the validity of a semiautomated volumetric approach (5DCNS+) for the detailed assessment of the fetal brain in a clinical setting.

METHODS

Stored 3D volumes of > 1100 consecutive 2nd and 3rd trimester pregnancies (range 15-36 gestational weeks) were analyzed using a workflow-based volumetric approach 5DCNS+, enabling semiautomated reconstruction of diagnostic planes of the fetal central nervous system (CNS). All 3D data sets were examined for plane accuracy, the need for manual adjustment, and fetal-maternal characteristics affecting successful plane reconstruction. We also examined the potential of these standardized views to give additional information on proper gyration and sulci formation with advancing gestation.

RESULTS

Based on our data, we were able to show that gestational age with an OR of 1.085 (95% CI 1.041-1.132) and maternal BMI with an OR of 1.022 (95% CI 1.041-1.054) only had a slight impact on the number of manual adjustments needed to reconstruct the complete volume, while maternal age and fetal position during acquisition (p = 0.260) did not have a significant effect. For the vast majority (958/1019; 94%) of volumes, using 5DCNS+ resulted in proper reconstruction of all nine diagnostic planes. In less than 1% (89/9171 planes) of volumes, the program failed to give sufficient information. 5DCNS+ was able to show the onset and changing appearance of CNS folding in a detailed and timely manner (lateral/parietooccipital sulcus formation seen in < 65% at 16-17 gestational weeks vs. 94.6% at 19 weeks).

CONCLUSIONS

The 5DCNS+ method provides a reliable algorithm to produce detailed, 3D volume-based assessments of fetal CNS integrity through a standardized reconstruction of the orthogonal diagnostic planes. The method further gives valid and reproducible information regarding ongoing cortical development retrieved from these volume sets that might aid in earlier in utero recognition of subtle structural CNS anomalies.

Pränataldiagnostik bei fetaler Mikrozephalie

Diese Übersichtsarbeit behandelt die Mikrozephalie (MZ) aus der Perspektive der pränatalen Diagnostik. Eine MZ wird bei einem Kopfumfang unter der dritten Standardabweichung für das Gestationsalter vermutet. Diese Verdachtsdiagnose kann aus einem falschen Gestationsalter oder einer falsche Messung resultieren oder infolge einer Reihe häufiger Ätiologien wie offene Spina bifida, Enzephalozele, Holoprosenzephalie, Infektion, Aneuploidie, seltener auch Ursachen wie einer primären oder syndromalen MZ entstehen. Typische Ultraschallzeichen einer fetalen MZ sind die flache Stirn, der kleine Frontallappen, das reduzierte Gyrierungsmuster mit einem kurzen Balken, eine Pseudo-Kraniosynostose, ein dilatierter Subarachnoidalraum und oft eine Diskrepanz zwischen Kopf- und Bauchumfang. Mitunter kann eine schwere MZ schon in der Mitte der Schwangerschaft entdeckt werden, aber die meisten Formen fallen erst im III. Trimenon bzw. nach der Geburt auf. Die diagnostische Abklärung sollte auch das Angebot genetischer Untersuchungen einschließen, um monogen vererbte Formen mit hohem Wiederholungsrisiko z. B. bei autosomal-rezessiver Vererbung zu identifizieren. Die Arbeit diskutiert pränatalmedizinische und genetisch-diagnostische Abklärungsschritte bei fetaler MZ, die in Kombination mit den neuen genetischen Untersuchungstechniken hoffentlich in Zukunft zu einer höheren Aufklärungsrate führen werden.