Cargando…

Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses

OBJECTIVES: To calculate 3D‐segmented total lung volume (TLV) in fetuses with thoracic anomalies using deformable slice‐to‐volume registration (DSVR) with comparison to 2D‐manual segmentation. To establish a normogram of TLV calculated by DSVR in healthy control fetuses. METHODS: A pilot study at a...

Descripción completa

Detalles Bibliográficos
Autores principales: Davidson, Joseph, Uus, Alena, Egloff, Alexia, van Poppel, Milou, Matthew, Jacqueline, Steinweg, Johannes, Deprez, Maria, Aertsen, Michael, Deprest, Jan, Rutherford, Mary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9310761/
https://www.ncbi.nlm.nih.gov/pubmed/35262959
http://dx.doi.org/10.1002/pd.6129
_version_ 1784753457369972736
author Davidson, Joseph
Uus, Alena
Egloff, Alexia
van Poppel, Milou
Matthew, Jacqueline
Steinweg, Johannes
Deprez, Maria
Aertsen, Michael
Deprest, Jan
Rutherford, Mary
author_facet Davidson, Joseph
Uus, Alena
Egloff, Alexia
van Poppel, Milou
Matthew, Jacqueline
Steinweg, Johannes
Deprez, Maria
Aertsen, Michael
Deprest, Jan
Rutherford, Mary
author_sort Davidson, Joseph
collection PubMed
description OBJECTIVES: To calculate 3D‐segmented total lung volume (TLV) in fetuses with thoracic anomalies using deformable slice‐to‐volume registration (DSVR) with comparison to 2D‐manual segmentation. To establish a normogram of TLV calculated by DSVR in healthy control fetuses. METHODS: A pilot study at a single regional fetal medicine referral centre included 16 magnetic resonance imaging (MRI) datasets of fetuses (22–32 weeks gestational age). Diagnosis was CDH (n = 6), CPAM (n = 2), and healthy controls (n = 8). Deformable slice‐to‐volume registration was used for reconstruction of 3D isotropic (0.85 mm) volumes of the fetal body followed by semi‐automated lung segmentation. 3D TLV were compared to traditional 2D‐based volumetry. Abnormal cases referenced to a normogram produced from 100 normal fetuses whose TLV was calculated by DSVR only. RESULTS: Deformable slice‐to‐volume registration‐derived TLV values have high correlation with the 2D‐based measurements but with a consistently lower volume; bias −1.44 cm(3) [95% limits: −2.6 to −0.3] with improved resolution to exclude hilar structures even in cases of motion corruption or very low lung volumes. CONCLUSIONS: Deformable slice‐to‐volume registration for fetal lung MRI aids analysis of motion corrupted scans and does not suffer from the interpolation error inherent to 2D‐segmentation. It increases information content of acquired data in terms of visualising organs in 3D space and quantification of volumes, which may improve counselling and surgical planning.
format Online
Article
Text
id pubmed-9310761
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-93107612022-07-29 Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses Davidson, Joseph Uus, Alena Egloff, Alexia van Poppel, Milou Matthew, Jacqueline Steinweg, Johannes Deprez, Maria Aertsen, Michael Deprest, Jan Rutherford, Mary Prenat Diagn Original Articles OBJECTIVES: To calculate 3D‐segmented total lung volume (TLV) in fetuses with thoracic anomalies using deformable slice‐to‐volume registration (DSVR) with comparison to 2D‐manual segmentation. To establish a normogram of TLV calculated by DSVR in healthy control fetuses. METHODS: A pilot study at a single regional fetal medicine referral centre included 16 magnetic resonance imaging (MRI) datasets of fetuses (22–32 weeks gestational age). Diagnosis was CDH (n = 6), CPAM (n = 2), and healthy controls (n = 8). Deformable slice‐to‐volume registration was used for reconstruction of 3D isotropic (0.85 mm) volumes of the fetal body followed by semi‐automated lung segmentation. 3D TLV were compared to traditional 2D‐based volumetry. Abnormal cases referenced to a normogram produced from 100 normal fetuses whose TLV was calculated by DSVR only. RESULTS: Deformable slice‐to‐volume registration‐derived TLV values have high correlation with the 2D‐based measurements but with a consistently lower volume; bias −1.44 cm(3) [95% limits: −2.6 to −0.3] with improved resolution to exclude hilar structures even in cases of motion corruption or very low lung volumes. CONCLUSIONS: Deformable slice‐to‐volume registration for fetal lung MRI aids analysis of motion corrupted scans and does not suffer from the interpolation error inherent to 2D‐segmentation. It increases information content of acquired data in terms of visualising organs in 3D space and quantification of volumes, which may improve counselling and surgical planning. John Wiley and Sons Inc. 2022-03-15 2022-05 /pmc/articles/PMC9310761/ /pubmed/35262959 http://dx.doi.org/10.1002/pd.6129 Text en © 2022 The Authors. Prenatal Diagnosis published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Davidson, Joseph
Uus, Alena
Egloff, Alexia
van Poppel, Milou
Matthew, Jacqueline
Steinweg, Johannes
Deprez, Maria
Aertsen, Michael
Deprest, Jan
Rutherford, Mary
Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title_full Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title_fullStr Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title_full_unstemmed Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title_short Motion corrected fetal body magnetic resonance imaging provides reliable 3D lung volumes in normal and abnormal fetuses
title_sort motion corrected fetal body magnetic resonance imaging provides reliable 3d lung volumes in normal and abnormal fetuses
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9310761/
https://www.ncbi.nlm.nih.gov/pubmed/35262959
http://dx.doi.org/10.1002/pd.6129
work_keys_str_mv AT davidsonjoseph motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT uusalena motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT egloffalexia motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT vanpoppelmilou motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT matthewjacqueline motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT steinwegjohannes motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT deprezmaria motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT aertsenmichael motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT deprestjan motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses
AT rutherfordmary motioncorrectedfetalbodymagneticresonanceimagingprovidesreliable3dlungvolumesinnormalandabnormalfetuses