| Literature DB >> 34538077 |
Nikita Sushentsev1, Iztok Caglic1, Leonardo Rundo1,2, Vasily Kozlov3, Evis Sala1,2, Vincent J Gnanapragasam4,5, Tristan Barrett1.
Abstract
OBJECTIVE: To analyse serial changes in MRI-derived tumour measurements and apparent diffusion coefficient (ADC) values in prostate cancer (PCa) patients on active surveillance (AS) with and without histopathological disease progression.Entities:
Mesh:
Year: 2021 PMID: 34538077 PMCID: PMC8978242 DOI: 10.1259/bjr.20210842
Source DB: PubMed Journal: Br J Radiol ISSN: 0007-1285 Impact factor: 3.039
Figure 1.Study flow chart.
Figure 2.Example axial T 2WI (A) and ADC map (B) derived from slices where the outlined anterior transition zone lesion demonstrated its maximum diameter. Free-hand ROIs delineating the lesion were additionally drawn on all slices encompassing the tumour and were used to measure T 2WI- and ADC-derived tumour volumes, as well as whole-tumour ADC values. Image (A) illustrates linear measurements of T 2WI-derived maximum tumour diameter (arrow), and a second perpendicular short-axis diameter (white line) used to calculate 2D tumour surface area. Image (B) demonstrates an example free-hand ROI from which mid-slice ADC values were derived, along with a uniform small ROI (white circle) used to obtain small-volume ADC. 2D, two-dimensional; ADC, apparent diffusion coefficient; ROI, region of interest; T 2WI, T 2 weighted imaging
Summary baseline clinicopathological characteristics of the study cohort
| Parameter | Total cohort | Progressors | Non-progressors |
|
|---|---|---|---|---|
|
| 67 (59–70) | 67 (60–70) | 68 (59–69) | 0.79 |
|
| 45.0 (33.3–55.8) | 45 (28–52) | 45 (37–58) | 0.47 |
|
| 5.6 (3.7–7.7) | 6.7 (4.3–8.7) | 4.8 (3.1–6.6) | 0.01 |
|
| 0.12 (0.09–0.19) | 0.17 (0.10–0.17) | 0.10 (0.07–0.17) | 0.001 |
|
| 7.4 (5.4–11.0) | 9.9 (6.7–12.2) | 6.1 (4.2–8.1) | 0.0007 |
|
| 0.15 (0.10–0.22) | 0.21 (0.15–0.25) | 0.12 (0.08–0.16) | 0.0002 |
|
| 45 (30–51) | 36 (26–48) | 48 (39–63) | 0.002 |
|
| 45 (75%) | 24 (80%) | 21 (70%) | - |
|
| 15 (25%) | 6 (20%) | 9 (30%) | |
|
| 44 (73%) | 19 (63%) | 25 (83%) | - |
|
| 16 (27%) | 11 (37%) | 5 (17%) |
PSA, prostate-specific antigen; PZ, peripheral zone; TZ, transition zone.
The data are presented as the median (interquartile range) unless indicated otherwise. The p-values are presented for an intergroup comparison between progressors and non-progressors performed using the Mann–Whitney U test.
T 2WI-derived tumour measurements obtained from baseline and latest available follow-up MRI scans in patients on active surveillance
| Parameter | Total cohort | Progressors | Non-progressors |
|
|---|---|---|---|---|
|
| ||||
|
| 425.5 | 497.7 | 320.8 | 0.21 |
|
| 659.3 | 875.5 | 463.4 | 0.005 |
|
| - | 0.007 | 0.20 | - |
|
| 53.5 | 99.5 | 29.2 | <0.0001 |
|
| ||||
|
| 50.7 | 50.7 | 50.7 | 0.37 |
|
| 66.3 | 89.4 | 40.3 | 0.0003 |
|
| - | 0.004 | 0.94 | - |
|
| 26.2 | 55.3 | 8.1 | <0.0001 |
|
| ||||
|
| 13.0 | 13.3 | 12.9 | 0.96 |
|
| 16.0 | 17.0 | 14.9 | 0.12 |
|
| - | 0.005 | 0.17 | - |
|
| 17.1 | 21.7 | 6.9 | 0.003 |
2D, two-dimensional; T 2WI, T 2 weighted imaging.
The data are presented as median (interquartile range). The p-values were derived using the Mann–Whitney U test and are presented for intergroup comparisons between the absolute T 2WI-derived measurements obtained from progressors and non-progressors, baseline and follow-up scans in patients from the same groups, as well as between relative changes in the measurements derived from baseline and follow-up MRI scans
Tumour ADC values derived from baseline and follow-up MRI scans in active surveillance patients
| Parameter | Total cohort | Progressors | Non-progressors |
|
|---|---|---|---|---|
|
| ||||
|
| 882.9 | 863.8 | 893.1 | 0.43 |
|
| 811.3 | 786.6 | 833.9 | 0.05 |
|
| - | 0.0009 | 0.08 | - |
|
| −8.8 | −11.7 | −6.1 | 0.02 |
|
| ||||
|
| 842.7 | 817.1 | 865.5 | 0.07 |
|
| 802.4 | 739.8 | 795.0 | 0.02 |
|
| - | 0.03 | 0.12 | - |
|
| −3.3 | −9.5 | −5.6 | 0.79 |
|
| ||||
|
| 642.3 | 630.6 | 658.1 | 0.22 |
|
| 596.3 | 580.3 | 640.6 | 0.004 |
|
| - | 0.01 | 0.71 | - |
|
| −7.4 | −9.5 | −1.6 | 0.008 |
ADC, apparent diffusion coefficient; T 2WI, T 2 weighted imaging.
The data are presented as median (interquartile range). The p-values were derived using the Mann–Whitney U test and are presented for intergroup comparisons between the absolute T 2WI-derived measurements obtained from progressors and non-progressors, as well as between relative changes in the measurements derived from baseline and follow-up MRI scans
AUC for detecting histopathological progression in patients on active surveillance for T 2WI-derived tumour measurements and ADC values
| Parameter | AUC | Standard error | 95% confidence interval |
|---|---|---|---|
|
| 0.794 | 0.057 | 0.670 to 0.888 |
|
| 0.828 | 0.052 | 0.708 to 0.913 |
|
| 0.721 | 0.066 | 0.590 to 0.829 |
| Whole-volume ADC | 0.669 | 0.073 | 0.535 to 0.785 |
| Mid-slice ADC | 0.521 | 0.080 | 0.388 to 0.652 |
| Small-volume ADC | 0.698 | 0.072 | 0.566 to 0.810 |
ADC, apparent diffusion coefficient; AUC, areas under the ROC curves; 2D, two-dimensional; T 2WI, T 2 weighted imaging.
Figure 3.ROC curves for specific cut-offs of relative changes in T 2WI-derived maximum tumour diameter and small-volume ADC values, as well as their combined model, used to detect histopathological prostate cancer progression in patients on active surveillance. ADC, apparent diffusion coefficient; ROC, receiver operating characteristic; T 2WI, T 2 weighted imaging.