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Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation

Existing methods for evaluating in vivo placental function fail to reliably detect pregnancies at-risk for adverse outcomes prior to maternal and/or fetal morbidity. Here we report the results of a prospective dual-site longitudinal clinical study of quantitative placental T2* as measured by blood o...

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Autores principales: Schabel, Matthias C., Roberts, Victoria H. J., Gibbins, Karen J., Rincon, Monica, Gaffney, Jessica E., Streblow, Aaron D., Wright, Adam M., Lo, Jamie O., Park, Byung, Kroenke, Christopher D., Szczotka, Kathryn, Blue, Nathan R., Page, Jessica M., Harvey, Kathy, Varner, Michael W., Silver, Robert M., Frias, Antonio E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295947/
https://www.ncbi.nlm.nih.gov/pubmed/35853003
http://dx.doi.org/10.1371/journal.pone.0270360
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author Schabel, Matthias C.
Roberts, Victoria H. J.
Gibbins, Karen J.
Rincon, Monica
Gaffney, Jessica E.
Streblow, Aaron D.
Wright, Adam M.
Lo, Jamie O.
Park, Byung
Kroenke, Christopher D.
Szczotka, Kathryn
Blue, Nathan R.
Page, Jessica M.
Harvey, Kathy
Varner, Michael W.
Silver, Robert M.
Frias, Antonio E.
author_facet Schabel, Matthias C.
Roberts, Victoria H. J.
Gibbins, Karen J.
Rincon, Monica
Gaffney, Jessica E.
Streblow, Aaron D.
Wright, Adam M.
Lo, Jamie O.
Park, Byung
Kroenke, Christopher D.
Szczotka, Kathryn
Blue, Nathan R.
Page, Jessica M.
Harvey, Kathy
Varner, Michael W.
Silver, Robert M.
Frias, Antonio E.
author_sort Schabel, Matthias C.
collection PubMed
description Existing methods for evaluating in vivo placental function fail to reliably detect pregnancies at-risk for adverse outcomes prior to maternal and/or fetal morbidity. Here we report the results of a prospective dual-site longitudinal clinical study of quantitative placental T2* as measured by blood oxygen-level dependent magnetic resonance imaging (BOLD-MRI). The objectives of this study were: 1) to quantify placental T2* at multiple time points across gestation, and its consistency across sites, and 2) to investigate the association between placental T2* and adverse outcomes. 797 successful imaging studies, at up to three time points between 11 and 38 weeks of gestation, were completed in 316 pregnancies. Outcomes were stratified into three groups: (UN) uncomplicated/normal pregnancy, (PA) primary adverse pregnancy, which included hypertensive disorders of pregnancy, birthweight <5th percentile, and/or stillbirth or fetal death, and (SA) secondary abnormal pregnancy, which included abnormal prenatal conditions not included in the PA group such as spontaneous preterm birth or fetal anomalies. Of the 316 pregnancies, 198 (62.6%) were UN, 70 (22.2%) PA, and 48 (15.2%) SA outcomes. We found that the evolution of placental T2* across gestation was well described by a sigmoid model, with T2* decreasing continuously from a high plateau level early in gestation, through an inflection point around 30 weeks, and finally approaching a second, lower plateau in late gestation. Model regression revealed significantly lower T2* in the PA group than in UN pregnancies starting at 15 weeks and continuing through 33 weeks. T2* percentiles were computed for individual scans relative to UN group regression, and z-scores and receiver operating characteristic (ROC) curves calculated for association of T2* with pregnancy outcome. Overall, differences between UN and PA groups were statistically significant across gestation, with large effect sizes in mid- and late- pregnancy. The area under the curve (AUC) for placental T2* percentile and PA pregnancy outcome was 0.71, with the strongest predictive power (AUC of 0.76) at the mid-gestation time period (20–30 weeks). Our data demonstrate that placental T2* measurements are strongly associated with pregnancy outcomes often attributed to placental insufficiency. Trial registration: ClinicalTrials.gov: NCT02749851.
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spelling pubmed-92959472022-07-20 Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation Schabel, Matthias C. Roberts, Victoria H. J. Gibbins, Karen J. Rincon, Monica Gaffney, Jessica E. Streblow, Aaron D. Wright, Adam M. Lo, Jamie O. Park, Byung Kroenke, Christopher D. Szczotka, Kathryn Blue, Nathan R. Page, Jessica M. Harvey, Kathy Varner, Michael W. Silver, Robert M. Frias, Antonio E. PLoS One Research Article Existing methods for evaluating in vivo placental function fail to reliably detect pregnancies at-risk for adverse outcomes prior to maternal and/or fetal morbidity. Here we report the results of a prospective dual-site longitudinal clinical study of quantitative placental T2* as measured by blood oxygen-level dependent magnetic resonance imaging (BOLD-MRI). The objectives of this study were: 1) to quantify placental T2* at multiple time points across gestation, and its consistency across sites, and 2) to investigate the association between placental T2* and adverse outcomes. 797 successful imaging studies, at up to three time points between 11 and 38 weeks of gestation, were completed in 316 pregnancies. Outcomes were stratified into three groups: (UN) uncomplicated/normal pregnancy, (PA) primary adverse pregnancy, which included hypertensive disorders of pregnancy, birthweight <5th percentile, and/or stillbirth or fetal death, and (SA) secondary abnormal pregnancy, which included abnormal prenatal conditions not included in the PA group such as spontaneous preterm birth or fetal anomalies. Of the 316 pregnancies, 198 (62.6%) were UN, 70 (22.2%) PA, and 48 (15.2%) SA outcomes. We found that the evolution of placental T2* across gestation was well described by a sigmoid model, with T2* decreasing continuously from a high plateau level early in gestation, through an inflection point around 30 weeks, and finally approaching a second, lower plateau in late gestation. Model regression revealed significantly lower T2* in the PA group than in UN pregnancies starting at 15 weeks and continuing through 33 weeks. T2* percentiles were computed for individual scans relative to UN group regression, and z-scores and receiver operating characteristic (ROC) curves calculated for association of T2* with pregnancy outcome. Overall, differences between UN and PA groups were statistically significant across gestation, with large effect sizes in mid- and late- pregnancy. The area under the curve (AUC) for placental T2* percentile and PA pregnancy outcome was 0.71, with the strongest predictive power (AUC of 0.76) at the mid-gestation time period (20–30 weeks). Our data demonstrate that placental T2* measurements are strongly associated with pregnancy outcomes often attributed to placental insufficiency. Trial registration: ClinicalTrials.gov: NCT02749851. Public Library of Science 2022-07-19 /pmc/articles/PMC9295947/ /pubmed/35853003 http://dx.doi.org/10.1371/journal.pone.0270360 Text en © 2022 Schabel et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Schabel, Matthias C.
Roberts, Victoria H. J.
Gibbins, Karen J.
Rincon, Monica
Gaffney, Jessica E.
Streblow, Aaron D.
Wright, Adam M.
Lo, Jamie O.
Park, Byung
Kroenke, Christopher D.
Szczotka, Kathryn
Blue, Nathan R.
Page, Jessica M.
Harvey, Kathy
Varner, Michael W.
Silver, Robert M.
Frias, Antonio E.
Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title_full Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title_fullStr Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title_full_unstemmed Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title_short Quantitative longitudinal T2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
title_sort quantitative longitudinal t2* mapping for assessing placental function and association with adverse pregnancy outcomes across gestation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295947/
https://www.ncbi.nlm.nih.gov/pubmed/35853003
http://dx.doi.org/10.1371/journal.pone.0270360
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