Modeling normal mouse uterine contraction and placental perfusion with non-invasive longitudinal dynamic contrast enhancement MRI

The placenta is a transient organ critical for fetal development. Disruptions of normal placental functions can impact health throughout an individual's entire life. Although being recognized by the NIH Human Placenta Project as an important organ, the placenta remains understudied, partly beca...

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Veröffentlicht in:PloS one 2024-07, Vol.19 (7), p.e0303957
Hauptverfasser: Cortes, Devin Raine Everaldo, Stapleton, Margaret C, Schwab, Kristina E, West, Dalton, Coulson, Noah W, O'Donnell, Mary Gemmel, Christodoulou, Anthony G, Powers, Robert W, Wu, Yijen L
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container_issue 7
container_start_page e0303957
container_title PloS one
container_volume 19
creator Cortes, Devin Raine Everaldo
Stapleton, Margaret C
Schwab, Kristina E
West, Dalton
Coulson, Noah W
O'Donnell, Mary Gemmel
Christodoulou, Anthony G
Powers, Robert W
Wu, Yijen L
description The placenta is a transient organ critical for fetal development. Disruptions of normal placental functions can impact health throughout an individual's entire life. Although being recognized by the NIH Human Placenta Project as an important organ, the placenta remains understudied, partly because of a lack of non-invasive tools for longitudinally evaluation for key aspects of placental functionalities. Our goal is to create a non-invasive preclinical imaging pipeline that can longitudinally probe murine placental health in vivo. We use advanced imaging processing schemes to establish functional biomarkers for non-invasive longitudinal evaluation of placental development. We implement dynamic contrast enhancement magnetic resonance imaging (DCE-MRI) and analysis pipeline to quantify uterine contraction and placental perfusion dynamics. We use optic flow and time-frequency analysis to quantify and characterize contraction-related placental motion. Our novel imaging and analysis pipeline uses subcutaneous administration of gadolinium for steepest slope-based perfusion evaluation, enabling non-invasive longitudinal monitoring. We demonstrate that the placenta exhibits spatially asymmetric contractile motion that develops from E14.5 to E17.5. Additionally, we see that placental perfusion, perfusion delivery rate, and substrate delivery all increase from E14.5 to E17.5, with the High Perfusion Chamber (HPC) leading the placental changes that occur from E14.5 to E17.5. We advance the placental perfusion chamber paradigm with a novel, physiologically based threshold model for chamber localization and demonstrate spatially varying placental chambers using multiple functional metrics that assess mouse placental development and remodeling throughout gestation. Our pipeline enables the non-invasive, longitudinal assessment of multiple placenta functions from a single imaging session. Our pipeline serves as a key toolbox for advancing research in mouse models of placental disease and disorder.
doi_str_mv 10.1371/journal.pone.0303957
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Our novel imaging and analysis pipeline uses subcutaneous administration of gadolinium for steepest slope-based perfusion evaluation, enabling non-invasive longitudinal monitoring. We demonstrate that the placenta exhibits spatially asymmetric contractile motion that develops from E14.5 to E17.5. Additionally, we see that placental perfusion, perfusion delivery rate, and substrate delivery all increase from E14.5 to E17.5, with the High Perfusion Chamber (HPC) leading the placental changes that occur from E14.5 to E17.5. We advance the placental perfusion chamber paradigm with a novel, physiologically based threshold model for chamber localization and demonstrate spatially varying placental chambers using multiple functional metrics that assess mouse placental development and remodeling throughout gestation. Our pipeline enables the non-invasive, longitudinal assessment of multiple placenta functions from a single imaging session. 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subjects Animal models
Animals
Biology and Life Sciences
Biomarkers
Chambers
Contractility
Contrast Media
Female
Fetus
Fetuses
Flow velocity
Frequency analysis
Frequency dependence
Gadolinium
Growth
Image processing
Localization
Magnetic resonance
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Medical imaging
Medical research
Medicine and Health Sciences
Medicine, Experimental
Mice
Mice, Inbred C57BL
Morbidity
Mortality
Optic flow
Perfusion
Physical Sciences
Physiology
Placenta
Placenta - blood supply
Placenta - diagnostic imaging
Pregnancy
Research and Analysis Methods
Signal processing
Substrates
Time series
Time-frequency analysis
Uterine Contraction - physiology
Uterus
title Modeling normal mouse uterine contraction and placental perfusion with non-invasive longitudinal dynamic contrast enhancement MRI
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