Cargando…

Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy

Measurements of apparent diffusion coefficient (ADC) using magnetic resonance imaging (MRI) have been suggested as potential imaging biomarkers for monitoring tumor response to treatment. However, conventional pulsed-gradient spin echo (PGSE) methods incorporate relatively long diffusion times, and...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Junzhong, Li, Ke, Smith, R. Adam, Waterton, John C., Zhao, Ping, Chen, Heidi, Does, Mark D., Manning, H. Charles, Gore, John C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404000/
https://www.ncbi.nlm.nih.gov/pubmed/22911846
http://dx.doi.org/10.1371/journal.pone.0041714
_version_ 1782238966265675776
author Xu, Junzhong
Li, Ke
Smith, R. Adam
Waterton, John C.
Zhao, Ping
Chen, Heidi
Does, Mark D.
Manning, H. Charles
Gore, John C.
author_facet Xu, Junzhong
Li, Ke
Smith, R. Adam
Waterton, John C.
Zhao, Ping
Chen, Heidi
Does, Mark D.
Manning, H. Charles
Gore, John C.
author_sort Xu, Junzhong
collection PubMed
description Measurements of apparent diffusion coefficient (ADC) using magnetic resonance imaging (MRI) have been suggested as potential imaging biomarkers for monitoring tumor response to treatment. However, conventional pulsed-gradient spin echo (PGSE) methods incorporate relatively long diffusion times, and are usually sensitive to changes in cell density and necrosis. Diffusion temporal spectroscopy using the oscillating gradient spin echo (OGSE) sequence is capable of probing short length scales, and may detect significant intracellular microstructural changes independent of gross cell density changes following anti-cancer treatment. To test this hypothesis, SW620 xenografts were treated by barasertib (AZD1152), a selective inhibitor of Aurora B kinase which causes SW620 cancer cells to develop polyploidy and increase in size following treatment, ultimately leading to cell death through apoptosis. Following treatment, the ADC values obtained by both the PGSE and low frequency OGSE methods increased. However, the ADC values at high gradient frequency (i.e. short diffusion times) were significantly lower in treated tumors, consistent with increased intracellular restrictions/hindrances. This suggests that ADC values at long diffusion times are dominated by tumor microstructure at long length scales, and may not convey unambiguous information of subcellular space. While the diffusion temporal spectroscopy provides more comprehensive means to probe tumor microstructure at various length scales. This work is the first study to probe intracellular microstructural variations due to polyploidy following treatment using diffusion MRI in vivo. It is also the first observation of post-treatment ADC changes occurring in opposite directions at short and long diffusion times. The current study suggests that temporal diffusion spectroscopy potentially provides pharmacodynamic biomarkers of tumor early response which distinguish microstructural variations following treatment at both the subcellular and supracellular length scales.
format Online
Article
Text
id pubmed-3404000
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-34040002012-07-30 Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy Xu, Junzhong Li, Ke Smith, R. Adam Waterton, John C. Zhao, Ping Chen, Heidi Does, Mark D. Manning, H. Charles Gore, John C. PLoS One Research Article Measurements of apparent diffusion coefficient (ADC) using magnetic resonance imaging (MRI) have been suggested as potential imaging biomarkers for monitoring tumor response to treatment. However, conventional pulsed-gradient spin echo (PGSE) methods incorporate relatively long diffusion times, and are usually sensitive to changes in cell density and necrosis. Diffusion temporal spectroscopy using the oscillating gradient spin echo (OGSE) sequence is capable of probing short length scales, and may detect significant intracellular microstructural changes independent of gross cell density changes following anti-cancer treatment. To test this hypothesis, SW620 xenografts were treated by barasertib (AZD1152), a selective inhibitor of Aurora B kinase which causes SW620 cancer cells to develop polyploidy and increase in size following treatment, ultimately leading to cell death through apoptosis. Following treatment, the ADC values obtained by both the PGSE and low frequency OGSE methods increased. However, the ADC values at high gradient frequency (i.e. short diffusion times) were significantly lower in treated tumors, consistent with increased intracellular restrictions/hindrances. This suggests that ADC values at long diffusion times are dominated by tumor microstructure at long length scales, and may not convey unambiguous information of subcellular space. While the diffusion temporal spectroscopy provides more comprehensive means to probe tumor microstructure at various length scales. This work is the first study to probe intracellular microstructural variations due to polyploidy following treatment using diffusion MRI in vivo. It is also the first observation of post-treatment ADC changes occurring in opposite directions at short and long diffusion times. The current study suggests that temporal diffusion spectroscopy potentially provides pharmacodynamic biomarkers of tumor early response which distinguish microstructural variations following treatment at both the subcellular and supracellular length scales. Public Library of Science 2012-07-24 /pmc/articles/PMC3404000/ /pubmed/22911846 http://dx.doi.org/10.1371/journal.pone.0041714 Text en Xu et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Xu, Junzhong
Li, Ke
Smith, R. Adam
Waterton, John C.
Zhao, Ping
Chen, Heidi
Does, Mark D.
Manning, H. Charles
Gore, John C.
Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title_full Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title_fullStr Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title_full_unstemmed Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title_short Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
title_sort characterizing tumor response to chemotherapy at various length scales using temporal diffusion spectroscopy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404000/
https://www.ncbi.nlm.nih.gov/pubmed/22911846
http://dx.doi.org/10.1371/journal.pone.0041714
work_keys_str_mv AT xujunzhong characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT like characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT smithradam characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT watertonjohnc characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT zhaoping characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT chenheidi characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT doesmarkd characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT manninghcharles characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy
AT gorejohnc characterizingtumorresponsetochemotherapyatvariouslengthscalesusingtemporaldiffusionspectroscopy