Cargando…

Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy

BACKGROUND: Prognostic value of proton MR spectroscopy (H-MRS) in hypoxic–ischemic encephalopathy (HIE) is acknowledged; however, effects of gestational age (GA) and postnatal age (PA) on prediction and metabolite levels are unknown. METHODS: One hundred and sixty-nine newborns with moderate-to-seve...

Descripción completa

Detalles Bibliográficos
Autores principales: Barta, Hajnalka, Jermendy, Agnes, Kovacs, Livia, Schiever, Noemie, Rudas, Gabor, Szabo, Miklos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904256/
https://www.ncbi.nlm.nih.gov/pubmed/34489532
http://dx.doi.org/10.1038/s41390-021-01626-z
_version_ 1784664915668107264
author Barta, Hajnalka
Jermendy, Agnes
Kovacs, Livia
Schiever, Noemie
Rudas, Gabor
Szabo, Miklos
author_facet Barta, Hajnalka
Jermendy, Agnes
Kovacs, Livia
Schiever, Noemie
Rudas, Gabor
Szabo, Miklos
author_sort Barta, Hajnalka
collection PubMed
description BACKGROUND: Prognostic value of proton MR spectroscopy (H-MRS) in hypoxic–ischemic encephalopathy (HIE) is acknowledged; however, effects of gestational age (GA) and postnatal age (PA) on prediction and metabolite levels are unknown. METHODS: One hundred and sixty-nine newborns with moderate-to-severe HIE were studied, having ≥1 H-MRS scan during postnatal days 0–14 and known neurodevelopmental outcome (Bayley-II score/cerebral palsy/death). Initial scans were categorized by PA (day 1–3/4–6/≥7), and metabolite ratios were compared by predictive value. Metabolite dynamics were assessed in a total of 214 scans performed in the study population, using regression modeling, with predictors GA, PA, and outcome. RESULTS: N-acetyl-aspartate (NAA)/creatine (Cr) and myo-inositol (mI)/NAA height ratios were consistently associated with outcome throughout the first 14 days, with the highest predictive value in the late (≥7 days) period (AUC = 0.963 and 0.816, respectively). Neither GA nor PA had an overall effect on these metabolite ratios, which showed strongest association with outcome (p < 0.001). Assessed separately in patients with good outcome, GA became a significant covariate for metabolite ratios (p = 0.0058 and 0.0002, respectively). However, this association disappeared in the poor outcome group. CONCLUSIONS: In HIE, NAA/Cr and mI/NAA give most accurate outcome prediction throughout postnatal days 0–14. GA only affected metabolite levels in the good outcome group. IMPACT: Proton MR spectroscopy metabolite ratios N-acetyl-aspartate/creatine and myo-inositol/N-acetyl-aspartate have persistently high predictive value throughout postnatal days 0–14 in newborns with hypoxic–ischemic encephalopathy, with the highest predictive power between postnatal days 7 and 14. Overall, neither metabolite ratio was affected by gestational age nor by postnatal age, while they showed the strongest association with neurological outcome. However, in newborns facing good outcome, metabolite ratios were associated with gestational age, whereas in cases facing poor outcome, this association disappeared. Proton MR spectroscopy provides valuable prognostic information in neonatal hypoxic–ischemic encephalopathy throughout the first 2 weeks of life, irrespective of the timing of MR scan.
format Online
Article
Text
id pubmed-8904256
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group US
record_format MEDLINE/PubMed
spelling pubmed-89042562022-03-23 Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy Barta, Hajnalka Jermendy, Agnes Kovacs, Livia Schiever, Noemie Rudas, Gabor Szabo, Miklos Pediatr Res Clinical Research Article BACKGROUND: Prognostic value of proton MR spectroscopy (H-MRS) in hypoxic–ischemic encephalopathy (HIE) is acknowledged; however, effects of gestational age (GA) and postnatal age (PA) on prediction and metabolite levels are unknown. METHODS: One hundred and sixty-nine newborns with moderate-to-severe HIE were studied, having ≥1 H-MRS scan during postnatal days 0–14 and known neurodevelopmental outcome (Bayley-II score/cerebral palsy/death). Initial scans were categorized by PA (day 1–3/4–6/≥7), and metabolite ratios were compared by predictive value. Metabolite dynamics were assessed in a total of 214 scans performed in the study population, using regression modeling, with predictors GA, PA, and outcome. RESULTS: N-acetyl-aspartate (NAA)/creatine (Cr) and myo-inositol (mI)/NAA height ratios were consistently associated with outcome throughout the first 14 days, with the highest predictive value in the late (≥7 days) period (AUC = 0.963 and 0.816, respectively). Neither GA nor PA had an overall effect on these metabolite ratios, which showed strongest association with outcome (p < 0.001). Assessed separately in patients with good outcome, GA became a significant covariate for metabolite ratios (p = 0.0058 and 0.0002, respectively). However, this association disappeared in the poor outcome group. CONCLUSIONS: In HIE, NAA/Cr and mI/NAA give most accurate outcome prediction throughout postnatal days 0–14. GA only affected metabolite levels in the good outcome group. IMPACT: Proton MR spectroscopy metabolite ratios N-acetyl-aspartate/creatine and myo-inositol/N-acetyl-aspartate have persistently high predictive value throughout postnatal days 0–14 in newborns with hypoxic–ischemic encephalopathy, with the highest predictive power between postnatal days 7 and 14. Overall, neither metabolite ratio was affected by gestational age nor by postnatal age, while they showed the strongest association with neurological outcome. However, in newborns facing good outcome, metabolite ratios were associated with gestational age, whereas in cases facing poor outcome, this association disappeared. Proton MR spectroscopy provides valuable prognostic information in neonatal hypoxic–ischemic encephalopathy throughout the first 2 weeks of life, irrespective of the timing of MR scan. Nature Publishing Group US 2021-09-06 2022 /pmc/articles/PMC8904256/ /pubmed/34489532 http://dx.doi.org/10.1038/s41390-021-01626-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Clinical Research Article
Barta, Hajnalka
Jermendy, Agnes
Kovacs, Livia
Schiever, Noemie
Rudas, Gabor
Szabo, Miklos
Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title_full Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title_fullStr Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title_full_unstemmed Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title_short Predictive performance and metabolite dynamics of proton MR spectroscopy in neonatal hypoxic–ischemic encephalopathy
title_sort predictive performance and metabolite dynamics of proton mr spectroscopy in neonatal hypoxic–ischemic encephalopathy
topic Clinical Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904256/
https://www.ncbi.nlm.nih.gov/pubmed/34489532
http://dx.doi.org/10.1038/s41390-021-01626-z
work_keys_str_mv AT bartahajnalka predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy
AT jermendyagnes predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy
AT kovacslivia predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy
AT schievernoemie predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy
AT rudasgabor predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy
AT szabomiklos predictiveperformanceandmetabolitedynamicsofprotonmrspectroscopyinneonatalhypoxicischemicencephalopathy