Multiparametric PET/MR imaging biomarkers are associated with overall survival in patients with pancreatic cancer
Purpose To correlate the overall survival (OS) with the imaging biomarkers of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), diffusion-weighted imaging (DWI), magnetic resonance spectroscopy, and glucose metabolic activity derived from integrated fluorine 18 fluorodeoxyglucose posit...
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Published in | European journal of nuclear medicine and molecular imaging Vol. 45; no. 7; pp. 1205 - 1217 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.07.2018
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Summary: | Purpose
To correlate the overall survival (OS) with the imaging biomarkers of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), diffusion-weighted imaging (DWI), magnetic resonance spectroscopy, and glucose metabolic activity derived from integrated fluorine 18 fluorodeoxyglucose positron emission tomography (
18
F–FDG PET)/MRI in patients with pancreatic cancer.
Methods
This prospective study was approved by the institutional review board and informed consent was obtained from all participants. Sixty-three consecutive patients (mean age, 62.7 ± 12 y; men/women, 40/23) with pancreatic cancer underwent PET/MRI before treatment. The imaging biomarkers were comprised of DCE-MRI parameters (
peak, IAUC
60
, K
trans
,
k
ep
,
v
e
), the minimum apparent diffusion coefficient (ADC
min
), choline level, standardized uptake values, metabolic tumor volume, and total lesion glycolysis (TLG) of the tumors. The relationships between these imaging biomarkers with OS were evaluated with the Kaplan-Meier and Cox proportional hazard models.
Results
Seventeen (27%) patients received curative surgery, with the median follow-up duration being 638 days. Univariate analysis showed that patients at a low TNM stage (≦3,
P
= 0.041), high
peak
(
P
= 0.006), high ADC
min
(
P
= 0.002) and low TLG (
P
= 0.01) had better OS. Moreover, high TLG/
peak
ratio was associated with poor OS (
P
= 0.016). Multivariate analysis indicated that ADC
min
(
P
= 0.011) and TLG/
peak
ratio (
P
= 0.006) were independent predictors of OS after adjustment for age, gender, tumor size, and TNM stage. The TLG/
peak
ratio was an independent predictor of OS in a subgroup of patients who did not receive curative surgery (
P
= 0.013).
Conclusion
The flow-metabolism mismatch reflected by the TLG/
peak
ratio may better predict OS than other imaging biomarkers from PET/MRI in pancreatic cancer patients. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Article-2 ObjectType-Feature-1 content type line 23 |
ISSN: | 1619-7070 1619-7089 1619-7089 |
DOI: | 10.1007/s00259-018-3960-0 |