Early prediction of triple negative breast cancer response to cisplatin treatment using diffusion-weighted MRI and 18F-FDG-PET
Background We evaluated the potential of diffusion-weighted MRI (DW-MRI) and 18 F-FDG-PET for the early prediction of a triple negative breast cancer (TNBC) response to cisplatin. Methods Cisplatin-treated TNBC tumor-bearing mice were categorized as responders or non-responders based on the tumor gr...
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Published in | Breast cancer (Tokyo, Japan) Vol. 25; no. 3; pp. 334 - 342 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Tokyo
Springer Japan
01.05.2018
|
Subjects | |
Online Access | Get full text |
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Summary: | Background
We evaluated the potential of diffusion-weighted MRI (DW-MRI) and
18
F-FDG-PET for the early prediction of a triple negative breast cancer (TNBC) response to cisplatin.
Methods
Cisplatin-treated TNBC tumor-bearing mice were categorized as responders or non-responders based on the tumor growth rate. DW-MRI and
18
F-FDG-PET were performed before and after treatment (day 0 and days 3 and 7, respectively). The average apparent diffusion coefficient value (ADC
mean
), the highest standardized uptake value (SUV
max
), and the metabolic tumor volume (MTV) were measured. The ratios of each parameter relative to day 0 were calculated [ΔADC
mean
(day 3) and (day 7), ΔSUV
max
(day 3) and (day 7), and ΔMTV (day 3) and (day 7), respectively]. Overall survival rates were compared based on the thresholds determined by these parameters.
Results
Both the day 3 and day 7 ratios of ADC
mean
and MTV showed significant differences between the responder and non-responder groups, whereas the ratios of SUV
max
did not. Mice with ΔADC
mean
(day 3) exceeding the threshold showed a longer overall survival rate. Mice with ΔSUV
max
(day 7), ΔMTV (day 3), and ΔMTV (day 7) below the respective thresholds showed a longer overall survival rate.
Conclusions
The ratios of ADC
mean
, SUV
max
, and MTV have the potential to predict the therapeutic response and to screen non-responders in the ultra-early phase following cisplatin treatment in patients with TNBC. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 1340-6868 1880-4233 |
DOI: | 10.1007/s12282-018-0834-z |