The following list has been reviewed and approved by the European Society of Gastrointestinal and Abdominal Radiology (ESGAR).
PANCREAS |
Biomarkers |
Level of evidence |
Single centre/ Multicentre/ metaanalysis |
Retrospective (R) Prospective (P) |
Indication |
Patient prep |
Data acquisition requirements |
Image processing algorithm |
|
Biomarkers in development/ not recommended |
ADC 1! |
2b |
Single center |
P |
Predictive of response to CT |
No |
2 b value: 400 and 1000 |
ROI, Manual delineation |
|
ADC 2! |
2b |
Single center |
P |
Predictive of histologic response to CT |
No |
3b values: 0,50,800 |
Manual delineation by trained observers |
||
ADC 3! |
2b |
Single center |
P |
Predictive of histologic response to CT |
No |
4b values: 0,100, 500, 800 |
Manual delineation by trained observers VOI, histogram analysis |
||
ADC, IVIM derived parameters4! |
2b |
Single center |
P |
Early Predictor of response to CT |
No |
9b values:0 ,10,20,30,40,50,150,300,1000
|
Manual delineation by trained observer VOI, histogram analysis |
||
ADC5! |
2b |
Single center |
P |
Predictor of OS |
No |
2 b value: 0 and 600 |
ROI, Manual delineation (single slice) |
||
ADC6! |
2b |
Single center |
P |
Predictor of OS |
No |
3 b value: 50, 300, 600 |
ROI, Manual delineation (single slice) |
||
ADCmin8! |
2b |
Single center |
P |
Predictor of OS |
No |
3 b value: 0, 600, 1000 |
ROI, Manual delineation (single slice) |
||
DWI-volume4! |
2b |
Single center |
P |
Early Predictor of response to CT |
No |
9b values:0 ,10,20,30,40,50,150,300,1000
|
Manual delineation by trained observer VOI, histogram analysis |
||
ADC7! |
2b |
Single center
|
P |
Correlation with fibrosis |
No |
2 b value: 0 and 1000 |
ROI, manual delineation by trained observers (single slice) |
||
ADC6, 9! |
2b |
Single center
|
P |
Correlation with fibrosis |
No |
2 b value: 0 and 500 |
ROI, manual delineation by trained observers (single slice) |
||
D10! |
2b |
Single center |
P |
Correlation with fibrosis |
No |
11b values: 0,25,50,75,100,150,200,300,400,600,800 |
VOI, manual delineation by trained observers |
||
Ktrans, vi,vp11! |
2b |
Single center |
P |
Correlation with fibrosis and MVD |
No |
DCE |
One comp and Modified two-compTofts model analysis |
||
IVIM derived parameters12! |
2b |
Single center |
P |
Correlation with fibrosis and cellular density |
No |
10b values: 0,25,50,75,100,150,200,400,600,800 |
ROI, manual delineation by trained observers |
||
IVIM derived parameters13, 15! |
2b |
Single center |
P |
Differentiation benign/malignant |
No |
11b values13-14!(as per ref 112) 11 b values: 0,10,20,30,50,70,100,150,200,400, 80015! |
VOI, manual delineation by trained observers 13-14!(as per ref 12) ROI, manual delineation by trained observers 15! |
||
IVIM derived parameters16! |
2b |
Single center |
R |
Differentiation benign/malignant |
No |
10 b values: 0,25,50,75,100,150,200,500, 800, 1000
|
ROI, manual delineation by trained observers |
||
IVIM derived parameters17! |
2b |
Single center |
R |
Differentiation benign/malignant |
No |
10 b values: 0,10, 25,50,75,100,200,400, 600, 900
|
ROI, manual delineation by trained observers |
||
ADC18, 7! |
2b |
Single center |
R |
Correlation with Tumour grade |
No |
2 b value: 0 and 1000 2 b value: 0 and 500
|
Manual delineation by trained observer |
||
Ktrans, BV19! |
2b |
Single center |
R |
Predictive of response to Treatment |
No |
CT perfusion |
Manual delineation by trained observer |
||
|
Ktrans, Kep, ve20! |
2b |
Single center |
P |
Predictive of response to Treatment |
No |
DCE |
Two-comp model analysis |
|
|
Ktrans21! |
2b |
Single center |
P |
Predictive of response to Treatment |
No |
DCE |
Two-comp model analysis (tofts) |
|
|
|