| Literature DB >> 29520210 |
Catrin von Below1, Cecilia Wassberg1, Rafael Grzegorek2, Joel Kullberg1,3, Charlotta Gestblom4, Jens Sörensen1, Mauritz Waldén2, Håkan Ahlström1,3.
Abstract
BACKGROUND: The aim of the study was to examine the value of quantitative and qualitative MRI and 11C acetate PET/CT parameters in predicting regional lymph node (LN) metastasis of newly diagnosed prostate cancer (PCa). PATIENTS AND METHODS: Patients with intermediate (n = 6) and high risk (n = 47) PCa underwent 3T MRI (40 patients) and 11C acetate PET/CT (53 patients) before extended pelvic LN dissection. For each patient the visually most suspicious LN was assessed for mean apparent diffusion coefficient (ADCmean), maximal standardized uptake value (SUVmax), size and shape and the primary tumour for T stage on MRI and ADCmean and SUVmax in the index lesion. The variables were analysed in simple and multiple logistic regression analysis.Entities:
Keywords: diffusion magnetic resonance imaging; lymph node excision; lymph nodes; positronemission tomography; prostatic neoplasm
Year: 2018 PMID: 29520210 PMCID: PMC5839086 DOI: 10.2478/raon-2018-0001
Source DB: PubMed Journal: Radiol Oncol ISSN: 1318-2099 Impact factor: 2.991
Patient characteristics
| Patient characteristics | |
|---|---|
| Patients, | 53 |
| Age, median (range) | 68 (55–76) |
| LN positive patients, | 26 |
| PSA level ng/ml, mean (median, range) | 24 (19, 3–112) |
| Biopsy Gleason score, | |
| 6 | 5 (9.4) |
| 7 | 39 (73.6) |
| 8 | 5 (9.4) |
| 9 | 4 (7.5) |
| D’Amico risk classification, | |
| Intermediate | 6 (11.3) |
| High | 47 (88.7) |
| Clincal T-stage, | |
| T1c | 1 (1.9) |
| T2 | 11 (20.8) |
| T3 | 41 (77.4) |
| Risk of LN invasion | |
| 19–59% | 27 |
| ≥ 60% | 26 |
LN = lymph node;
Calculated according to Briganti nomogram (26)
Investigational findings at MRI DWI and 11C Acetate PET/CT
| MRI DWI and 11C Acetate PET/CT findings | |
|---|---|
| LN-ADCmean 10-6 mm2 /s, mean (SD) range | 917 (191) 582–1398 |
| LN-SUVmax, mean (SD) range | 1.8 (1.2) 0.7–5.9 |
| LN size mm, mean (SD) range | 6.6 (3.7) 3.8–28.3 |
| Proportion of LNs with round shape, | 19 |
| Proportion of LNs with oval shape, | 34 |
| MRI T-stage, | |
| < T3 | 25 |
| T3a | 14 |
| T3b | 14 |
| LN ADC Roi size mm2, median (range) | 42 (16–334) |
| Tumor ADC Roi size mm2 | ≥ 80 |
ADC = Apparent diffusion coefficient b0-b500; LN = lymph node; MRI T-stage: determined with MRI, only clear cut cases were reported as T3a and T3b; ROI = Region of interest; SUV = Standardized uptake value
MRI DWI and 11C Acetate PET/CT variables dichotomized using ROC curve and analyzed with simple logistic regression
| N0 | N1 | OR | 95%CI | p-value | Threshold | AUC | Pseudo R2 | Sensitivity/Specificity/PPV/NPV | |
|---|---|---|---|---|---|---|---|---|---|
| LN-ADCmean 10-6 mm2 /s | 21 | 19 | 3.6 | 1.1-11.6 | 0.031 | ≤ 800 | 0.65 | 0.12 | 58/ |
| LN-SUVmax | 28 | 25 | 5.4 | 1.6-18.7 | 0.008 | ≥ 1.6 | 0.68 | 0.18 | 72/68/52/83 |
| LN-size mm | 28 | 25 | 8.7 | 1.7–44.9 | 0.010 | ≥ 7.9 | 0.66 | ||
| LN round shape | 5 | 14 | 5.9 | 1.7-20.4 | 0.006 | 74/68/56/82 | |||
| LN oval shape | 23 | 11 | ref | ref | ref | ref | ref | ref | ref |
| MRI-T-stage | |||||||||
| ≤ T2 | 18 | 7 | ref | ref | ref | ref | ref | ref | ref |
| T3a | 7 | 7 | 2.00 | 0.4-10.5 | 0.412 | ||||
| T3b | 3 | 11 | 6.0 | 1.2-29.4 | 0.027 | 0.17 | 65/67/65/67 |
ADC = Apparent Diffusion Coefficient b0-b500; AUC = Area Under the Curve; CI = Confidence Interval; LN: lymph node; MRI T-stage: determined with MRI, only clear cut cases were reported as T3a and T3b; N0 = No lymph node metastases at ePLND (extended lymph node resection); N1 = Verified lymph node metastases at ePLND; NPV = Negative Predictive Value; OR = Odds Ratio; PPV = Positive Predictive Value; SUV = Standardized uptake value; Treshold calculated with ROC analysis; Bold numbers indicate highest values
Nagelkerke’s R2
MRI DWI and 11C Acetate PET/CT variables dichotomized with ROC curve and analyzed with multiple logistic regression
| Model | M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | M9 | M10 |
|---|---|---|---|---|---|---|---|---|---|---|
| 3.7 | 4.1 | 8.4 | 2.7 | |||||||
| LN-ADCmean 10-6 mm2 /s | (1.1–13.3), | (1.1–14.7), | (1.8–39.0), | (0.8–9.5), | ||||||
| 0.040 | 0.032 | 0.007 | 0.110 | |||||||
| 5.6 | 2.7 | 4.7 | 2.3 | |||||||
| LN-SUVmax | (1.5–20.6), | (0.6-11.1), | (1.1-20.5), | (0.5-10.7), | ||||||
| 0.010 | 0.179 | 0.040 | 0.30 | |||||||
| 5.7 | 3.7 | 6.2 | 2.8 | |||||||
| LN-shape | (1.5–21.2), | (0.9–15.0), | (1.4–27.2), | (0.5–14.7), | ||||||
| 0.010 | 0.069 | 0.016 | 0.226 | |||||||
| 6.8 | 5.3 | 3.9 | 4.5 | |||||||
| MRI T-stage T3b | (1.1–41.6), | (1.0–28.6), | (0.7–22.0), | (0.8–25.2), | ||||||
| 0.039 | 0.051 | 0.126 | 0.083 | |||||||
| 7.5 | 4.8 | 3.8 | 9.3 | |||||||
| LN-size mm | (1.4–40.3), | (0.7-34.7), | (0.4-31.6), | (1.4-61.1), | ||||||
| 0.018 | 0.116) | 0.224 | 0.020 | |||||||
| 0.27 | 0.30 | 0.26 | 0.24 | 0.29 | 0.22 | 0.33 | 0.23 | 0.34 | ||
| AUC | 0.75 | 0.76 | 0.73 | 0.71 | 0.75 | 0.68 | 0.79 | 0.71 | 0.75 | |
| Sensitivity | 72 | 74 | 67 | 63 | 65 | 68 | 74 | 74 | 74 | |
| Specificity | 68 | 68 | 77 | 65 | 66 | 72 | 65 | 68 | 73 | |
| PPV | 52 | 56 | 80 | 40 | 60 | 75 | 52 | 56 | 70 | |
| NPV | 83 | 82 | 62 | 68 | 62 | 79 | 71 | 82 | 76 | |
| Cramers’V | 0.09 | 0.15 | 0.16 | 0.25 | 0.54 | 0.28 | 0.66 | 0.37 | 0.72 | 0.34 |
| Accuracy | 69 | 70 | 71 | 69 | 64 | 68 | 66 | 70 | 73 |
AUC = Area Under the Curve; CI = Confidence Interval; LN = lymph node; MRI T-stage: only clear cut cases were reported as T3b, Apparent Diffusion Coefficient b0-b500, NPV = Negative Predictive Value; OR = Odds Ratio; PPV = Positive Predictive Value; SUV = Standardized uptake value; Bold numbers indicate highest values
Model one through ten: presented with OR (95%CI), p-value.
T3a is not presented in the table, this is because it is not significant in any of the ten models above.
Nagelkerke’s R2
Multicollinearity