Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response

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Standard

Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response. / Fliedner, Frederikke Petrine; Engel, Trine Bjornbo; El-Ali, Henrik H.; Hansen, Anders Elias; Kjaer, Andreas.

I: BMC Cancer, Bind 20, Nr. 1, 134, 2020.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Fliedner, FP, Engel, TB, El-Ali, HH, Hansen, AE & Kjaer, A 2020, 'Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response', BMC Cancer, bind 20, nr. 1, 134. https://doi.org/10.1186/s12885-020-6617-x

APA

Fliedner, F. P., Engel, T. B., El-Ali, H. H., Hansen, A. E., & Kjaer, A. (2020). Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response. BMC Cancer, 20(1), [134]. https://doi.org/10.1186/s12885-020-6617-x

Vancouver

Fliedner FP, Engel TB, El-Ali HH, Hansen AE, Kjaer A. Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response. BMC Cancer. 2020;20(1). 134. https://doi.org/10.1186/s12885-020-6617-x

Author

Fliedner, Frederikke Petrine ; Engel, Trine Bjornbo ; El-Ali, Henrik H. ; Hansen, Anders Elias ; Kjaer, Andreas. / Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response. I: BMC Cancer. 2020 ; Bind 20, Nr. 1.

Bibtex

@article{a7899dc61d5f42e9804d4727d8d35a2b,
title = "Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response",
abstract = "Background Diffusion weighted magnetic resonance imaging (DW-MRI) holds great potential for monitoring treatment response in cancer patients shortly after initiation of radiotherapy. It is hypothesized that a decrease in cellular density of irradiated cancerous tissue will lead to an increase in quantitative apparent diffusion coefficient (ADC) values. DW-MRI can therefore serve as a non-invasive marker of cell death and apoptosis in response to treatment. In the present study, we aimed to investigate the applicability of DW-MRI in preclinical models to monitor radiation-induced treatment response. In addition, we compared DW-MRI with ex vivo measures of cell density, cell death and apoptosis. Methods DW-MRI was tested in two different syngeneic mouse models, a colorectal cancer (CT26) and a breast cancer (4 T1). ADC values were compared with quantitative determinations of apoptosis and cell death by flow cytometry. Furthermore, ADC-values were also compared to histological measurement of cell density on tumor sections. Results We found a significant correlation between ADC-values and apoptotic state in the CT26 model (P = 0.0031). A strong correlation between the two measurements of ADC-value and apoptotic state was found in both models, which were also present when comparing ADC-values to cell densities. Conclusions Our findings demonstrate that DW-MRI can be used for non-invasive monitoring of radiation-induced changes in cell state during cancer therapy. ADC values reflect ex vivo cell density and correlates well with apoptotic state, and can hereby be described as a marker for the cell state after therapy and used as a non-invasive response marker.",
keywords = "Diffusion weighted MRI, Cancer treatment response, ADC-value, Preclinical, Cellular density, TUMOR RESPONSE, COEFFICIENT, THERAPY, RADIATION, BIOMARKER, PET",
author = "Fliedner, {Frederikke Petrine} and Engel, {Trine Bjornbo} and El-Ali, {Henrik H.} and Hansen, {Anders Elias} and Andreas Kjaer",
year = "2020",
doi = "10.1186/s12885-020-6617-x",
language = "English",
volume = "20",
journal = "B M C Cancer",
issn = "1471-2407",
publisher = "BioMed Central Ltd.",
number = "1",

}

RIS

TY - JOUR

T1 - Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response

AU - Fliedner, Frederikke Petrine

AU - Engel, Trine Bjornbo

AU - El-Ali, Henrik H.

AU - Hansen, Anders Elias

AU - Kjaer, Andreas

PY - 2020

Y1 - 2020

N2 - Background Diffusion weighted magnetic resonance imaging (DW-MRI) holds great potential for monitoring treatment response in cancer patients shortly after initiation of radiotherapy. It is hypothesized that a decrease in cellular density of irradiated cancerous tissue will lead to an increase in quantitative apparent diffusion coefficient (ADC) values. DW-MRI can therefore serve as a non-invasive marker of cell death and apoptosis in response to treatment. In the present study, we aimed to investigate the applicability of DW-MRI in preclinical models to monitor radiation-induced treatment response. In addition, we compared DW-MRI with ex vivo measures of cell density, cell death and apoptosis. Methods DW-MRI was tested in two different syngeneic mouse models, a colorectal cancer (CT26) and a breast cancer (4 T1). ADC values were compared with quantitative determinations of apoptosis and cell death by flow cytometry. Furthermore, ADC-values were also compared to histological measurement of cell density on tumor sections. Results We found a significant correlation between ADC-values and apoptotic state in the CT26 model (P = 0.0031). A strong correlation between the two measurements of ADC-value and apoptotic state was found in both models, which were also present when comparing ADC-values to cell densities. Conclusions Our findings demonstrate that DW-MRI can be used for non-invasive monitoring of radiation-induced changes in cell state during cancer therapy. ADC values reflect ex vivo cell density and correlates well with apoptotic state, and can hereby be described as a marker for the cell state after therapy and used as a non-invasive response marker.

AB - Background Diffusion weighted magnetic resonance imaging (DW-MRI) holds great potential for monitoring treatment response in cancer patients shortly after initiation of radiotherapy. It is hypothesized that a decrease in cellular density of irradiated cancerous tissue will lead to an increase in quantitative apparent diffusion coefficient (ADC) values. DW-MRI can therefore serve as a non-invasive marker of cell death and apoptosis in response to treatment. In the present study, we aimed to investigate the applicability of DW-MRI in preclinical models to monitor radiation-induced treatment response. In addition, we compared DW-MRI with ex vivo measures of cell density, cell death and apoptosis. Methods DW-MRI was tested in two different syngeneic mouse models, a colorectal cancer (CT26) and a breast cancer (4 T1). ADC values were compared with quantitative determinations of apoptosis and cell death by flow cytometry. Furthermore, ADC-values were also compared to histological measurement of cell density on tumor sections. Results We found a significant correlation between ADC-values and apoptotic state in the CT26 model (P = 0.0031). A strong correlation between the two measurements of ADC-value and apoptotic state was found in both models, which were also present when comparing ADC-values to cell densities. Conclusions Our findings demonstrate that DW-MRI can be used for non-invasive monitoring of radiation-induced changes in cell state during cancer therapy. ADC values reflect ex vivo cell density and correlates well with apoptotic state, and can hereby be described as a marker for the cell state after therapy and used as a non-invasive response marker.

KW - Diffusion weighted MRI

KW - Cancer treatment response

KW - ADC-value

KW - Preclinical

KW - Cellular density

KW - TUMOR RESPONSE

KW - COEFFICIENT

KW - THERAPY

KW - RADIATION

KW - BIOMARKER

KW - PET

U2 - 10.1186/s12885-020-6617-x

DO - 10.1186/s12885-020-6617-x

M3 - Journal article

C2 - 32075610

VL - 20

JO - B M C Cancer

JF - B M C Cancer

SN - 1471-2407

IS - 1

M1 - 134

ER -

ID: 248337479