| Literature DB >> 26413528 |
Mario Petrillo1, Roberta Fusco1, Orlando Catalano1, Mario Sansone2, Antonio Avallone3, Paolo Delrio4, Biagio Pecori5, Fabiana Tatangelo6, Antonella Petrillo1.
Abstract
To evaluate MRI for neoadjuvant therapy response assessment in locally advanced rectal cancer (LARC) using dynamic contrast enhanced-MRI (DCE-MRI) and diffusion weighted imaging (DWI), we have compared magnetic resonance volumetry based on DCE-MRI (V(DCE)) and on DWI (V(DWI)) scans with conventional T2-weighted volumetry (V(C)) in LARC patients after neoadjuvant therapy. Twenty-nine patients with LARC underwent MR examination before and after neoadjuvant therapy. A manual segmentation was performed on DCE-MR postcontrast images, on DWI (b-value 800 s/mm(2)), and on conventional T2-weighted images by two radiologists. DCE-MRI, DWI, and T2-weigthed volumetric changes before and after treatment were evaluated. Nonparametric sample tests, interobserver agreement, and receiver operating characteristic curve (ROC) were performed. Diagnostic performance linked to DCE-MRI volumetric change was superior to T2-w and DW-MRI volumetric changes performance (specificity 86%, sensitivity 93%, and accuracy 93%). Area Under ROC (AUC) of V(DCE) was greater than AUCs of V(C) and V(DWI) resulting in an increase of 15.6% and 11.1%, respectively. Interobserver agreement between two radiologists was 0.977, 0.864, and 0.756 for V(C), V(DCE), and V(DWI), respectively. V(DCE) seems to be a promising tool for therapy response assessment in LARC. Further studies on large series of patients are needed to refine technique and evaluate its potential value.Entities:
Mesh:
Year: 2015 PMID: 26413528 PMCID: PMC4564611 DOI: 10.1155/2015/514740
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Pulse sequence parameters on MR studies.
| Sequence | Orientation | TR/TE/FA (ms/ms/deg.) | AT (min) | FOV (mm × mm) | Acquisition matrix | ST/Gap (mm/mm) | TF |
|---|---|---|---|---|---|---|---|
| T1w 2D TSE | Coronal | 499/13/150 | 2.36 | 450 × 450 | 256 × 230 | 3/0 | 3 |
| T2w 2D TSE | Sagittal | 4820/98/150 | 4.17 | 260 × 236 | 256 × 139 | 3/0 | 13 |
| T2w 2D TSE | Axial | 3970/98/150 | 3.48 | 270 × 236 | 256 × 157 | 3/0 | 13 |
| SE-DW-EPI | Axial | 2700/83 | 6.37 | 136 × 160 | 160 × 102 | 4/0 | / |
| T1w FLASH 3D | Axial | 9.8/4.76/25 | 0.58 | 330 × 247 | 256 × 192 | 3/0 | / |
| T1w FLASH 3D | Axial | 9.8/4.76/25 | 0.58 × 10 | 330 × 247 | 256 × 192 | 3/0 | / |
| T1w 2D TSE | Sagittal | 538/13/150 | 2.35 | 250 × 250 | 256 × 230 | 3/0 | 5 |
| T1w 2D TSE | Coronal | 538/13/150 | 2.52 | 250 × 250 | 256 × 230 | 3/0 | 5 |
| T1w 2D TSE | Axial | 450/12/150 | 2.31 | 270 × 236 | 256 × 202 | 3/0 | 5 |
Note: TR = repetition time, TE = echo time, FOV = field of view, FA = flip angle, ST = slice thickness, TF = turbo factor, and AT = acquisition time.
Patient characteristics with volumetric change for individual patient.
| Patient number | Age | pT | pN | TRG |
|
|
|
|---|---|---|---|---|---|---|---|
| 1 | 74 | 2 | 0 | 4 | 37,10 | 33,28 | 38,86 |
| 2 | 50 | 1 | 0 | 2 | 70,76 | 91,34 | 61,08 |
| 3 | 75 | 1 | 0 | 3 | −96,50 | 29,88 | 36,67 |
| 4 | 54 | 1 | 0 | 2 | 61,22 | 67,40 | −5,60 |
| 5 | 50 | 2 | 0 | 2 | 77,65 | 35,07 | 81,40 |
| 6 | 58 | 0 | 0 | 1 | 52,36 | 46,52 | 7,69 |
| 7 | 57 | 1 | 0 | 3 | 53,18 | −3,71 | 62,42 |
| 8 | 67 | 0 | 0 | 1 | 80,34 | 70,57 | 72,33 |
| 9 | 70 | 1 | 1 | 2 | 59,99 | 39,59 | 46,72 |
| 10 | 75 | 2 | 0 | 2 | 77,81 | 78,21 | 22,49 |
| 11 | 78 | 2 | 1 | 3 | 8,85 | −38,50 | 1,51 |
| 12 | 68 | 2 | 0 | 3 | 20,20 | 27,42 | 18,58 |
| 13 | 48 | 0 | 0 | 1 | 92,84 | 86,56 | 92,89 |
| 14 | 44 | 2 | 1 | 3 | 2,37 | 21,72 | 3,00 |
| 15 | 59 | 4 | 0 | 4 | 94,93 | 8,51 | 24,50 |
| 16 | 60 | 1 | 0 | 2 | −4,52 | 28,52 | 39,50 |
| 17 | 63 | 2 | 0 | 3 | 21,73 | 13,52 | −86,38 |
| 18 | 58 | 2 | 0 | 4 | 35,39 | −2,57 | 43,52 |
| 19 | 44 | 2 | 0 | 4 | 66,01 | 34,08 | 22,63 |
| 20 | 63 | 3 | 1 | 4 | 28,05 | 3,26 | −77,05 |
| 21 | 69 | 2 | 1 | 2 | 48,51 | 44,32 | 64,58 |
| 22 | 76 | 2 | 1 | 2 | 42,17 | 68,19 | 25,73 |
| 23 | 72 | 0 | 0 | 1 | 85,58 | 79,34 | 84,50 |
| 24 | 61 | 2 | 0 | 4 | 14,12 | −83,35 | −45,41 |
| 25 | 64 | 3 | 1 | 4 | −45,75 | 20,64 | 21,25 |
| 26 | 58 | 3 | 0 | 3 | 44,51 | 18,94 | 28,28 |
| 27 | 76 | 2 | 0 | 2 | 50,72 | 60,61 | 36,40 |
| 28 | 77 | 2 | 0 | 4 | 13,16 | 75,04 | −16,52 |
| 29 | 57 | 0 | 1 | 1 | −23,73 | 12,45 | 49,65 |
Note: pT = pathological T stage; pN = pathological N stage; V(C) = conventional T2-weighted volumetry; V(DWI) = diffusion-weighted imaging volumetry; V(DCE) = dynamic contrast enhanced volumetry.
Volume measures assessed by the three volumetric methods (V(C), V(DCE), and V(DWI)).
| Tool | All ( | Responders ( | Nonresponders ( |
|
|---|---|---|---|---|
|
| ||||
| Pre-CRT [cm3] | 36.9 ± 34.4 | 30.6 ± 22.6 | 38.4 ± 26.6 | |
| Post-CRT [cm3] | 16.7 ± 8.8 | 12.4 ± 6.9 | 20.6 ± 9.5 | |
| Volume change [%] | 44.5 ± 43.0 | 60.6 ± 33.2 | 21.7 ± 46.6 | <0.001 |
|
| ||||
| Pre-CRT [cm3] | 30.9 ± 29.1 | 31.4 ± 23.7 | 33.9 ± 25.4 | |
| Post-CRT [cm3] | 18.5 ± 8.1 | 11.1 ± 6.7 | 24.7 ± 10.8 | |
| Volume change [%] | 33.3 ± 38.4 | 64.0 ± 23.7 | 19.0 ± 36.9 | <0.001 |
|
| ||||
| Pre-CRT [cm3] | 14.6 ± 12.6 | 12.5 ± 10.1 | 15.8 ± 9.3 | |
| Post-CRT [cm3] | 9.0 ± 5.1 | 6.4 ± 4.4 | 7.9 ± 5.5 | |
| Volume change [%] | 28.3 ± 43.1 | 48.2 ± 30.0 | 21.2 ± 44.0 | <0.001 |
Note: results are expressed as median value ± standard deviation.
Wilcoxon signed-rank test.
CRT, chemoradiation therapy; V(C), conventional T2-weighted volumetry; V(DWI), diffusion-weighted imaging volumetry; V(DCE), dynamic contrast enhanced volumetry.
Figure 1Boxplots of three volumetric approaches: (a) shows V(C) boxplot, (b) shows V(DCE) boxplot, and (c) shows V(DWI) boxplot. The middle line is the median value. The inferior and superior extremes of the box correspond to the first and third quartiles, respectively. The whiskers lines correspond to values within 1.5 times the interquartile range from the ends of the box. Outliner data beyond the ends of the whiskers are displayed with a + sign.
Performance of volumetric approaches (V(C), V(DCE), and V(DWI)).
| Sensitivity [%] | Specificity [%] | Accuracy [%] | Cut-off [%] | AUC | |
|---|---|---|---|---|---|
|
| 0.86 | 0.73 | 0.79 | 37.4 | 0.76 |
|
| 0.86 | 0.93 | 0.93 | 34.2 | 0.90 |
|
| 0.64 | 0.94 | 0.76 | 39.1 | 0.81 |
Note: V(C), conventional T2-weighted volumetry; V(DWI), diffusion-weighted imaging volumetry; V(DCE), dynamic contrast enhanced volumetry; AUC, area under ROC.
Figure 2ROCs of three volumetric approaches (V(C), V(DCE), and V(DWI)).