Startseite Medizin Modeling fetal cortical development by quantile regression for gestational age and head circumference: a prospective cross sectional study
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Modeling fetal cortical development by quantile regression for gestational age and head circumference: a prospective cross sectional study

  • Maria Chiara Marra , Maria Elena Pietrolucci , Ilenia Mappa , Jia Li Angela Lu ORCID logo , Daniele Di Mascio ORCID logo , Francesco D’Antonio und Giuseppe Rizzo ORCID logo EMAIL logo
Veröffentlicht/Copyright: 21. August 2023

Abstract

Objectives

To develop charts for fetal brain cortical structures following a proposed standardized methodology and using quantile regression.

Methods

Prospective cross-sectional study including 344 low-risk singleton pregnancies between 19 and 34 weeks of gestation. The depth of Sylvian (SF), Parieto-occipital (POF) and Calcarine fissures (CF) were measured on ultrasound images using a standardized technique and their changes were evaluated by quantile regression as a function of gestational age (GA) interval or head circumference (HC).

Results

The measurements of SF, POF and CF depth significantly increased with gestation. Linear models better described the changes of cortical variables with GA and HC. When the fit of sulci depth with GA and HC were compared, a close relationship was highlighted for the latter variable.

Conclusions

We provided prospective charts of fetal cortical development using quantile regression and following a strict standardized methodology These new charts may help in better identifying cases at higher risk of abnormal cortical neurodevelopment.


Corresponding author: Giuseppe Rizzo, MD, Department of Obstetrics and Gynecology Fondazione Policlinico Tor Vergata, Università di Roma Tor Vergata, Viale Oxford 81 00133, Rome, Italy, Phone: +39 06 2090 2750, E-mail:

Funding source: Italian Ministry of University and Research

Award Identifier / Grant number: PE00000006 MNESYS PNRR

  1. Research ethics: The study was approved by our Institutional Ethical Board (May. 31st 2022 Protocol n° 110/2022).

  2. Informed consent: Informed consent was obtained from all individuals included in this study, or their legal guardians or wards.

  3. Author contributions: All Authors provided a substantial contributions to the conception or design of the work; or the acquisition, analysis, or interpretation of data for the work; drafting the work or revising it critically for important intellectual content; final approval of the version to be published; agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The authors have accepted responsibility for the entire content of this manuscript and approved its submission.

  4. Competing interests: The authors state no competing of interest.

  5. Research funding: The study was supported by a grant of the Italian Ministry of University and Research (MUR PE00000006 MNESYS PNRR).

  6. Data availablity: Data available on reasonable request.

References

1. Garel, C, Moutard, ML. Main congenital cerebral anomalies: how prenatal imaging aids counseling. Fetal Diagn Ther 2014;35:229–39. https://doi.org/10.1159/000358519.Suche in Google Scholar PubMed

2. Carroll, SG, Porter, H, Abdel-Fattah, S, Kyle, PM, Soothill, PW. Correlation of prenatal ultrasound diagnosis and pathologic findings in fetal CNS abnormalities. Ultrasound Obstet Gynecol 2000;16:149–53. https://doi.org/10.1046/j.1469-0705.2000.00199.x.Suche in Google Scholar PubMed

3. D’Antonio, F, Khalil, A, Garel, C, Pilu, G, Rizzo, G, Lerman-Sagie, T, et al.. Systematic review and meta-analysis of isolated posterior fossa malformations on prenatal ultrasound imaging (part 1): nomenclature, diagnostic accuracy and associated anomalies. Ultrasound Obstet Gynecol 2016;47:690–7. https://doi.org/10.1002/uog.14900.Suche in Google Scholar PubMed

4. D’Antonio, F, Khalil, A, Garel, C, Pilu, G, Rizzo, G, Lerman-Sagie, T, et al.. Systematic review and meta-analysis of isolated posterior fossa malformations on prenatal imaging (part 2): neurodevelopmental outcome. Ultrasound Obstet Gynecol 2016;48:28–37. https://doi.org/10.1002/uog.15755.Suche in Google Scholar PubMed

5. Van den Veyver, IB. Prenatally diagnosed developmental abnormalities of the central nervous system and genetic syndromes: a practical review. Prenat Diagn 2019;39:666–78. https://doi.org/10.1002/pd.5520.Suche in Google Scholar PubMed

6. Levine, D. Barnes PD cortical maturation in normal and abnormal fetuses as assessed with prenatal MR imaging. Radiology 1999;210:751–8. https://doi.org/10.1148/radiology.210.3.r99mr47751.Suche in Google Scholar PubMed

7. Haratz, KK, Birnbaum, R, Kidron, D, Har-Toov, J, Salemnick, Y, Brusilov, M, et al.. Malformation of cortical development with abnormal cortex: early ultrasound diagnosis between 14 and 24 weeks of gestation. Ultrasound Obstet Gynecol 2023;61:559–65. https://doi.org/10.1002/uog.26139.Suche in Google Scholar PubMed

8. D’Antonio, F, Di Mascio, D, Rizzo, G. Should we expand indications for targeted fetal neurosonography? Ultrasound Obstet Gynecol 2022;59:274–6. https://doi.org/10.1002/uog.24840.Suche in Google Scholar PubMed

9. Pistorius, LR, Stoutenbeek, P, Groenendaal, F, De Vries, L, Manten, G, Mulder, E, et al.. Grade and symmetry of normal fetal cortical development: a longitudinal two-and three-dimensional ultrasound study. Ultrasound Obstet Gynecol 2010;36:700–8. https://doi.org/10.1002/uog.7705.Suche in Google Scholar PubMed

10. Quarello, E, Stirnemann, J, Ville, Y, Guibaud, L. Assessment of fetal Sylvian fissure operculization between 22 and 32 weeks: a subjective approach. Ultrasound Obstet Gynecol 2008;32:44–9. https://doi.org/10.1002/uog.5353.Suche in Google Scholar PubMed

11. Kline, JE, Illapani, VSP, He, L, Altaye, M, Logan, JW, Parikh, NA. Early cortical maturation predicts neurodevelopment in very preterm infants. Arch Dis Child Fetal Neonatal Ed 2020;105:460–5. https://doi.org/10.1136/archdischild-2019-317466.Suche in Google Scholar PubMed PubMed Central

12. Alves, CM, Júnior, EA, Nardozza, LM, Goldman, SM, Martinez, LH, Martins, WP, et al.. Reference ranges for fetal brain fissure development on 3-dimensional sonography in the multiplanar mode. J Ultrasound Med 2013;32:269–77. https://doi.org/10.7863/jum.2013.32.2.269.Suche in Google Scholar PubMed

13. Spinelli, M, Sica, C, Ghezzi, F, Cromi, A, Surbek, D, Raio, L. Nomograms of the fetal sylvian fissure and insular lobe throughout gestation: a multicentric, ultrasonographic cross-sectional study. Fetal Diagn Ther 2019;45:325–31. https://doi.org/10.1159/000490242.Suche in Google Scholar PubMed

14. Çetin, BA, Madazlı, R. Assessment of normal fetal cortical sulcus development. Arch Gynecol Obstet 2022;306:735–43. https://doi.org/10.1007/s00404-021-06334-x.Suche in Google Scholar PubMed

15. Paules, C, Miranda, J, Policiano, C, Crovetto, F, Youssef, L, Hahner, N, et al.. Fetal neurosonography detects differences in cortical development and corpus callosum in late-onset small fetuses. Ultrasound Obstet Gynecol 2021;52:42–47. https://doi.org/10.1002/uog.23592.Suche in Google Scholar PubMed

16. Basso, A, Youssef, L, Nakaki, A, Paules, C, Miranda, J, Casu, G, et al.. Fetal neurosonography at 31–35 weeks reveals altered cortical development in pre-eclampsia with and without small-for-gestational-age fetus. Ultrasound Obstet Gynecol 2022;59:737–46. https://doi.org/10.1002/uog.24853.Suche in Google Scholar PubMed

17. Boutet, ML, Eixarch, E, Ahumada-Droguett, P, Nakaki, A, Crovetto, F, Cívico, MS, et al.. Fetal neurosonography and infant neurobehavior following conception by assisted reproductive technology with fresh or frozen embryo transfer. Ultrasound Obstet Gynecol 2022;60:646–56. https://doi.org/10.1002/uog.24920.Suche in Google Scholar PubMed PubMed Central

18. Mappa, I, Pietrolucci, ME, Pavjola, M, Maruotti, G, D’Antonio, F, Rizzo, G. Fetal brain biometry and cortical development after maternal SARS-CoV-2 infection in pregnancy: a prospective case-control study. J Clin Ultrasound 2023;51:639–43. https://doi.org/10.1002/jcu.23382.Suche in Google Scholar PubMed PubMed Central

19. Di Mascio, D, Buca, D, Rizzo, G, Khalil, A, Timor-Tritsch, IE, Odibo, A, et al.. Methodological quality of fetal brain structure charts for screening examination and targeted neurosonography: a systematic review. Fetal Diagn Ther 2022;49:145–58. https://doi.org/10.1159/000521421.Suche in Google Scholar PubMed

20. Malinger, G, Paladini, D, Haratz, KK, Monteagudo, A, Pilu, GL, Timor-Tritsch, IE. ISUOG practice guidelines (updated): sonographic examination of the fetal central nervous system. Part 1: performance of screening examination and indications for targeted neurosonography. Ultrasound Obstet Gynecol 2020;56:476–84. https://doi.org/10.1002/uog.22145.Suche in Google Scholar PubMed

21. Rizzo, G, Pietrolucci, ME, De Vito, M, Pavjola, M, Capponi, A, Mappa, I. Fetal brain biometry and cortical development in congenital heart disease: a prospective cross sectional study. J Clin Ultrasound 2023;51:84–90. https://doi.org/10.1002/jcu.23308.Suche in Google Scholar PubMed

22. Alonso, I, Borenstein, M, Grant, G, Narbona, I, Azumendi, G. Depth of brain fissures in normal fetuses by prenatal ultrasound between 19 and 30 weeks of gestation. Ultrasound Obstet Gynecol 2010;36:693–9. https://doi.org/10.1002/uog.7660.Suche in Google Scholar PubMed

23. Royston, P. Constructing time-specific reference ranges. Stat Med 1991;10:675–90. https://doi.org/10.1002/sim.4780100502.Suche in Google Scholar PubMed

24. Bellera, CA, Hanley, JA. A method is presented to plan the required sample size when estimating regression-based reference limits. J Clin Epidemiol 2007;60:610–15. https://doi.org/10.1016/j.jclinepi.2006.09.004.Suche in Google Scholar PubMed

25. Wei, Y, Pere, A, Koenker, R, He, X. Quantile regression methods for reference growth charts. Stat Med 2006;25:1369–82. https://doi.org/10.1002/sim.2271.Suche in Google Scholar PubMed


Supplementary Material

This article contains supplementary material (https://doi.org/10.1515/jpm-2023-0176).


Received: 2023-04-26
Accepted: 2023-08-03
Published Online: 2023-08-21
Published in Print: 2023-11-27

© 2023 Walter de Gruyter GmbH, Berlin/Boston

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