Cargando…

Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer

PURPOSE: Chemical exchange saturation transfer (CEST) is an MRI technique sensitive to the presence of low‐concentration solute protons exchanging with water. However, magnetization transfer (MT) effects also arise when large semisolid molecules interact with water, which biases CEST parameter estim...

Descripción completa

Detalles Bibliográficos
Autores principales: Smith, Alex K., Ray, Kevin J., Larkin, James R., Craig, Martin, Smith, Seth A., Chappell, Michael A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7317383/
https://www.ncbi.nlm.nih.gov/pubmed/32072677
http://dx.doi.org/10.1002/mrm.28212
_version_ 1783550614821666816
author Smith, Alex K.
Ray, Kevin J.
Larkin, James R.
Craig, Martin
Smith, Seth A.
Chappell, Michael A.
author_facet Smith, Alex K.
Ray, Kevin J.
Larkin, James R.
Craig, Martin
Smith, Seth A.
Chappell, Michael A.
author_sort Smith, Alex K.
collection PubMed
description PURPOSE: Chemical exchange saturation transfer (CEST) is an MRI technique sensitive to the presence of low‐concentration solute protons exchanging with water. However, magnetization transfer (MT) effects also arise when large semisolid molecules interact with water, which biases CEST parameter estimates if quantitative models do not account for macromolecular effects. This study establishes under what conditions this bias is significant and demonstrates how using an appropriate model provides more accurate quantitative CEST measurements. METHODS: CEST and MT data were acquired in phantoms containing bovine serum albumin and agarose. Several quantitative CEST and MT models were used with the phantom data to demonstrate how underfitting can influence estimates of the CEST effect. CEST and MT data were acquired in healthy volunteers, and a two‐pool model was fit in vivo and in vitro, whereas removing increasing amounts of CEST data to show biases in the CEST analysis also corrupts MT parameter estimates. RESULTS: When all significant CEST/MT effects were included, the derived parameter estimates for each CEST/MT pool significantly correlated (P < .05) with bovine serum albumin/agarose concentration; minimal or negative correlations were found with underfitted data. Additionally, a bootstrap analysis demonstrated that significant biases occur in MT parameter estimates (P < .001) when unmodeled CEST data are included in the analysis. CONCLUSIONS: These results indicate that current practices of simultaneously fitting both CEST and MT effects in model‐based analyses can lead to significant bias in all parameter estimates unless a sufficiently detailed model is utilized. Therefore, care must be taken when quantifying CEST and MT effects in vivo by properly modeling data to minimize these biases.
format Online
Article
Text
id pubmed-7317383
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-73173832020-06-30 Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer Smith, Alex K. Ray, Kevin J. Larkin, James R. Craig, Martin Smith, Seth A. Chappell, Michael A. Magn Reson Med Full Papers—Imaging Methodology PURPOSE: Chemical exchange saturation transfer (CEST) is an MRI technique sensitive to the presence of low‐concentration solute protons exchanging with water. However, magnetization transfer (MT) effects also arise when large semisolid molecules interact with water, which biases CEST parameter estimates if quantitative models do not account for macromolecular effects. This study establishes under what conditions this bias is significant and demonstrates how using an appropriate model provides more accurate quantitative CEST measurements. METHODS: CEST and MT data were acquired in phantoms containing bovine serum albumin and agarose. Several quantitative CEST and MT models were used with the phantom data to demonstrate how underfitting can influence estimates of the CEST effect. CEST and MT data were acquired in healthy volunteers, and a two‐pool model was fit in vivo and in vitro, whereas removing increasing amounts of CEST data to show biases in the CEST analysis also corrupts MT parameter estimates. RESULTS: When all significant CEST/MT effects were included, the derived parameter estimates for each CEST/MT pool significantly correlated (P < .05) with bovine serum albumin/agarose concentration; minimal or negative correlations were found with underfitted data. Additionally, a bootstrap analysis demonstrated that significant biases occur in MT parameter estimates (P < .001) when unmodeled CEST data are included in the analysis. CONCLUSIONS: These results indicate that current practices of simultaneously fitting both CEST and MT effects in model‐based analyses can lead to significant bias in all parameter estimates unless a sufficiently detailed model is utilized. Therefore, care must be taken when quantifying CEST and MT effects in vivo by properly modeling data to minimize these biases. John Wiley and Sons Inc. 2020-02-18 2020-09 /pmc/articles/PMC7317383/ /pubmed/32072677 http://dx.doi.org/10.1002/mrm.28212 Text en © 2020 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Full Papers—Imaging Methodology
Smith, Alex K.
Ray, Kevin J.
Larkin, James R.
Craig, Martin
Smith, Seth A.
Chappell, Michael A.
Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title_full Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title_fullStr Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title_full_unstemmed Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title_short Does the magnetization transfer effect bias chemical exchange saturation transfer effects? Quantifying chemical exchange saturation transfer in the presence of magnetization transfer
title_sort does the magnetization transfer effect bias chemical exchange saturation transfer effects? quantifying chemical exchange saturation transfer in the presence of magnetization transfer
topic Full Papers—Imaging Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7317383/
https://www.ncbi.nlm.nih.gov/pubmed/32072677
http://dx.doi.org/10.1002/mrm.28212
work_keys_str_mv AT smithalexk doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer
AT raykevinj doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer
AT larkinjamesr doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer
AT craigmartin doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer
AT smithsetha doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer
AT chappellmichaela doesthemagnetizationtransfereffectbiaschemicalexchangesaturationtransfereffectsquantifyingchemicalexchangesaturationtransferinthepresenceofmagnetizationtransfer