Cargando…

Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T

PURPOSE: The in vivo probing of restricted diffusion effects in large lipid droplets on a clinical MR scanner remains a major challenge due to the need for high b‐values and long diffusion times. This work proposes a methodology to probe mean lipid droplet sizes using diffusion‐weighted MRS (DW‐MRS)...

Descripción completa

Detalles Bibliográficos
Autores principales: Weidlich, Dominik, Honecker, Julius, Gmach, Oliver, Wu, Mingming, Burgkart, Rainer, Ruschke, Stefan, Franz, Daniela, Menze, Bjoern H., Skurk, Thomas, Hauner, Hans, Kulozik, Ulrich, Karampinos, Dimitrios C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519235/
https://www.ncbi.nlm.nih.gov/pubmed/30652361
http://dx.doi.org/10.1002/mrm.27651
_version_ 1783418604285329408
author Weidlich, Dominik
Honecker, Julius
Gmach, Oliver
Wu, Mingming
Burgkart, Rainer
Ruschke, Stefan
Franz, Daniela
Menze, Bjoern H.
Skurk, Thomas
Hauner, Hans
Kulozik, Ulrich
Karampinos, Dimitrios C.
author_facet Weidlich, Dominik
Honecker, Julius
Gmach, Oliver
Wu, Mingming
Burgkart, Rainer
Ruschke, Stefan
Franz, Daniela
Menze, Bjoern H.
Skurk, Thomas
Hauner, Hans
Kulozik, Ulrich
Karampinos, Dimitrios C.
author_sort Weidlich, Dominik
collection PubMed
description PURPOSE: The in vivo probing of restricted diffusion effects in large lipid droplets on a clinical MR scanner remains a major challenge due to the need for high b‐values and long diffusion times. This work proposes a methodology to probe mean lipid droplet sizes using diffusion‐weighted MRS (DW‐MRS) at 3T. METHODS: An analytical expression for restricted diffusion was used. Simulations were performed to evaluate the noise performance and the influence of particle size distribution. To validate the method, oil‐in‐water emulsions were prepared and examined using DW‐MRS, laser deflection and light microscopy. The tibia bone marrow was scanned in volunteers to test the method repeatability and characterize microstructural differences at different locations. RESULTS: The simulations showed accurate and precise droplet size estimation when a sufficient SNR is reached with minor dependence on the size distribution. In phantoms, a good correlation between the measured droplet sizes by DW‐MRS and by laser deflection (R(2) = 0.98; P = 0.01) and microscopy (R(2) = 0.99; P < 0.01) measurements was obtained. A mean coefficient of variation of 11.5 % was found for the lipid droplet diameter in vivo. The average diameter was smaller at a proximal (50.1 ± 7.3 µm) compared with a distal tibia location (61.1 ± 6.8 µm) (P < 0.01). CONCLUSION: The presented methods were able to probe restricted diffusion effects in lipid droplets using DW‐MRS and to estimate lipid droplet size. The methodology was validated using phantoms and the in vivo feasibility in bone marrow was shown based on a good repeatability and findings in agreement with literature.
format Online
Article
Text
id pubmed-6519235
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-65192352019-05-21 Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T Weidlich, Dominik Honecker, Julius Gmach, Oliver Wu, Mingming Burgkart, Rainer Ruschke, Stefan Franz, Daniela Menze, Bjoern H. Skurk, Thomas Hauner, Hans Kulozik, Ulrich Karampinos, Dimitrios C. Magn Reson Med Full Papers—Spectroscopic Methodology PURPOSE: The in vivo probing of restricted diffusion effects in large lipid droplets on a clinical MR scanner remains a major challenge due to the need for high b‐values and long diffusion times. This work proposes a methodology to probe mean lipid droplet sizes using diffusion‐weighted MRS (DW‐MRS) at 3T. METHODS: An analytical expression for restricted diffusion was used. Simulations were performed to evaluate the noise performance and the influence of particle size distribution. To validate the method, oil‐in‐water emulsions were prepared and examined using DW‐MRS, laser deflection and light microscopy. The tibia bone marrow was scanned in volunteers to test the method repeatability and characterize microstructural differences at different locations. RESULTS: The simulations showed accurate and precise droplet size estimation when a sufficient SNR is reached with minor dependence on the size distribution. In phantoms, a good correlation between the measured droplet sizes by DW‐MRS and by laser deflection (R(2) = 0.98; P = 0.01) and microscopy (R(2) = 0.99; P < 0.01) measurements was obtained. A mean coefficient of variation of 11.5 % was found for the lipid droplet diameter in vivo. The average diameter was smaller at a proximal (50.1 ± 7.3 µm) compared with a distal tibia location (61.1 ± 6.8 µm) (P < 0.01). CONCLUSION: The presented methods were able to probe restricted diffusion effects in lipid droplets using DW‐MRS and to estimate lipid droplet size. The methodology was validated using phantoms and the in vivo feasibility in bone marrow was shown based on a good repeatability and findings in agreement with literature. John Wiley and Sons Inc. 2019-01-16 2019-06 /pmc/articles/PMC6519235/ /pubmed/30652361 http://dx.doi.org/10.1002/mrm.27651 Text en © 2019 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-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Full Papers—Spectroscopic Methodology
Weidlich, Dominik
Honecker, Julius
Gmach, Oliver
Wu, Mingming
Burgkart, Rainer
Ruschke, Stefan
Franz, Daniela
Menze, Bjoern H.
Skurk, Thomas
Hauner, Hans
Kulozik, Ulrich
Karampinos, Dimitrios C.
Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title_full Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title_fullStr Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title_full_unstemmed Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title_short Measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted MRS at 3T
title_sort measuring large lipid droplet sizes by probing restricted lipid diffusion effects with diffusion‐weighted mrs at 3t
topic Full Papers—Spectroscopic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519235/
https://www.ncbi.nlm.nih.gov/pubmed/30652361
http://dx.doi.org/10.1002/mrm.27651
work_keys_str_mv AT weidlichdominik measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT honeckerjulius measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT gmacholiver measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT wumingming measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT burgkartrainer measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT ruschkestefan measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT franzdaniela measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT menzebjoernh measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT skurkthomas measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT haunerhans measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT kulozikulrich measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t
AT karampinosdimitriosc measuringlargelipiddropletsizesbyprobingrestrictedlipiddiffusioneffectswithdiffusionweightedmrsat3t