| Literature DB >> 34117947 |
Eri Fukagawa1, Shinya Yamamoto2, Sachiko Ohde3, Kasumi Kaneko Yoshitomi1, Kosuke Hamada1, Yusuke Yoneoka1, Motohiro Fujiwara1, Ryo Fujiwara1, Tomohiko Oguchi1, Yoshinobu Komai1, Noboru Numao1, Takeshi Yuasa1, Iwao Fukui1, Junji Yonese1.
Abstract
BACKGROUND: We aimed to establish an external validation of the Briganti 2019 nomogram in a Japanese cohort to preoperatively evaluate the probability of lymph node invasion in patients with high-risk, clinically localized prostate cancer.Entities:
Keywords: External validation; Lymph node invasion; Nomogram; Prostate cancer; Radical prostatectomy
Year: 2021 PMID: 34117947 PMCID: PMC8364898 DOI: 10.1007/s10147-021-01954-4
Source DB: PubMed Journal: Int J Clin Oncol ISSN: 1341-9625 Impact factor: 3.402
Variables included in nomograms predicting lymph node invasion at radical prostatectomy in patients with prostate cancer
| Nomogram | Covariates |
|---|---|
| Briganti 2019† [ | PSA at diagnosis |
| Clinical stage on multiparametric MRI | |
| Grade group on MRI-targeted biopsy | |
| Maximum diameter of the index lesion on multiparametric MRI | |
| Percentage of positive cores with clinically significant cancer on systematic biopsy | |
| Briganti 2017‡ [ | Biopsy Gleason grade group |
| Clinical stage | |
| Preoperative PSA | |
| Percentage of positive cores with the highest-grade disease | |
| Percentage of positive cores with the lower-grade disease | |
| Briganti 2012§ [ | PSA at diagnosis |
| Clinical stage | |
| Primary Gleason grade | |
| Secondary Gleason grade | |
| Percentage of positive cores | |
| MSKCC¶ [ | Preoperative PSA |
| Primary biopsy Gleason grade | |
| Secondary biopsy Gleason grade | |
| Clinical stage | |
| Number of negative cores | |
| Number of positive cores | |
| Partin 2017†† [ | Preoperative PSA (0–4, 4.1–6, 6.1–10 and greater than 10 ng/ml) |
| Gleason score (5–6, 3 + 4, 4 + 3/8, and 9–10) | |
| Clinical stage (T1c, T2a and T2b/T2c) | |
| Japan PC table‡‡ [ | Preoperative PSA (0–4, 4.1–6, 6.1–8, 8.1–10, and greater than 10 ng/ml) |
| Gleason score (6, 3 + 4, 4 + 3, and 8–10) | |
| Clinical stage (T1c, T2a, T2b, and T2c) |
Descriptive statistics for patients with clinically localized prostate cancer diagnosed via MRI-targeted biopsy and treated with RP and ePLND
| Parameter | Comparison within the external validation cohort | Development cohort | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall | pN0 | pN1 | pN0 | pN1 | ||||||||
| Patients, | 278 | (100) | 259 | (93.2) | 19 | (6.8) | 435 | (87.5) | 62 | (12.5) | ||
| Median age at surgery, years (IQR) | 67 | (63–71) | 67 | (63–71) | 69 | (65–71) | 0.364 | 65 | (60–70) | 64 | (60–71) | 0.8 |
| Median preoperative PSA, ng/ml (IQR)†,‡,§, ¶, ††,‡‡ | 8.2 | (5.7–12) | 8.0 | (5.6–11) | 11.4 | (10–15) | 0.013 | 7.2 | (5.1–11) | 11 | (6.7–21) | < 0.001 |
| Median prostate volume, ml (IQR) | 23.6 | (19–30) | 23.5 | (19–29) | 25.9 | (20–31) | 0.511 | 43 | (33–55) | 48 | (34–59) | 0.1 |
| Median maximum index lesion diameter on mpMRI, mm (IQR)† | 10 | (8–14) | 10 | (8–14) | 13 | (10–18) | 0.157 | 10 | (9–14) | 15 | (10–18) | < 0.001 |
| Clinical stage on mpMRI, | ||||||||||||
| Organ-confined | 207 | (75) | 195 | (75) | 12 | (63) | 0.377 | 358 | (85) | 29 | (47) | < 0.001 |
| Extracapsular extension | 66 | (24) | 59 | (23) | 7 | (37) | 49 | (12) | 19 | (31) | ||
| Seminal vesicle invasion | 5 | (1.8) | 5 | (1.9) | 0 | (0.0) | 13 | (3) | 14 | (22) | ||
| Biopsy grade roup overall, | ||||||||||||
| 1 | 6 | (2.2) | 6 | (2.3) | 0 | (0.0) | 0.005 | 55 | (13) | 1 | (2) | < 0.001 |
| 2 | 37 | (13) | 36 | (14) | 1 | (5.3) | 236 | (54) | 15 | (24) | ||
| 3 | 73 | (26) | 71 | (27) | 2 | (11) | 78 | (18) | 16 | (26) | ||
| 4 | 92 | (33) | 86 | (33) | 6 | (32) | 45 | (10) | 15 | (24) | ||
| 5 | 70 | (25) | 60 | (23) | 10 | (53) | 21 | (5) | 15 | (24) | ||
| Primary Gleason grade overall§,¶ | ||||||||||||
| 3 | 46 | (16.5) | 45 | (17.4) | 1 | (5.3) | 0.020 | |||||
| 4 | 211 | (75.9) | 197 | (76.1) | 14 | (73.7) | ||||||
| 5 | 21 | (7.6) | 17 | (6.6) | 4 | (21.1) | ||||||
| Secondary Gleason grade overall§,¶ | ||||||||||||
| 3 | 79 | (28.4) | 77 | (29.7) | 2 | (10.5) | 0.036 | |||||
| 4 | 138 | (49.6) | 128 | (49.4) | 10 | (52.6) | ||||||
| 5 | 61 | (21.9) | 54 | (20.8) | 7 | (36.8) | ||||||
| Median cores taken overall, | 15 | (12–16) | 15 | (12–16) | 16 | (12–16) | 0.828 | 16 | (14–18) | 16 | (14–18) | 0.2 |
| Median positive cores taken overall, | 5 | (4–7) | 5 | (4–7) | 8 | (6–9) | 0.006 | 5 | (3–8) | 5 | (9–12) | < 0.001 |
| Median negative cores taken overall, | 8 | (6–11) | 8 | (7–11) | 7 | (5–10) | 0.029 | |||||
| Median percentage positive cores overall, % (IQR)‡ | 39 | (25–50) | 38 | (25–50) | 56 | (42–67) | 0.005 | 33 | (20–50) | 55 | (36–80) | < 0.001 |
| Median positive cores with highest-grade disease, % (IQR)‡ | 13 | (8–25) | 13 | (8–25) | 13 | (8–25) | 0.434 | 20 | (12–38) | 40 | (24–60) | < 0.001 |
| Median positive cores with lower-grade disease, % (IQR)‡ | 19 | (8–35) | 19 | (8–33) | 31 | (13–50) | 0.021 | 16 | (8–27) | 21 | (10–30) | 0.1 |
| Grade group on MRI-targeted biopsy, | ||||||||||||
| 1 | 15 | (5.4) | 15 | (5.8) | 0 | (0.0) | 0.025 | 72 | (17) | 1 | (2) | < 0.001 |
| 2 | 58 | (21) | 56 | (22) | 2 | (11) | 225 | (52) | 15 | (24) | ||
| 3 | 74 | (27) | 69 | (27) | 5 | (26) | 72 | (17) | 16 | (26) | ||
| 4 | 73 | (26) | 69 | (27) | 4 | (21) | 46 | (11) | 17 | (27) | ||
| 5 | 58 | (21) | 50 | (19) | 8 | (42) | 20 | (5) | 13 | (21) | ||
| Target-cores taken on MRI-targeted biopsy, | ||||||||||||
| 2 ≥ | 72 | (26) | 68 | (26) | 4 | (21) | 0.663 | 165 | (38) | 27 | (44) | 0.1 |
| 3 | 25 | (9.0) | 24 | (9.3) | 1 | (5.3) | 94 | (22) | 18 | (29) | ||
| 4 | 145 | (52) | 133 | (51) | 12 | (63) | 77 | (18) | 10 | (16) | ||
| ≥ 5 | 36 | (13) | 34 | (13) | 2 | (11) | 99 | (23) | 7 | (11) | ||
| Positive cores on MRI-targeted biopsy, | ||||||||||||
| 1 | 56 | (20) | 52 | (20) | 4 | (21) | 0.121 | 111 | (26) | 5 | (8.1) | 0.1 |
| 2 | 87 | (31) | 84 | (32) | 3 | (16) | 173 | (40) | 32 | (51) | ||
| 3 | 58 | (21) | 56 | (22) | 2 | (11) | 69 | (16) | 16 | (26) | ||
| ≥4 | 77 | (28) | 67 | (26) | 10 | (53) | 82 | (18) | 9 | (15) | ||
| Grade group on systematic biopsy, | ||||||||||||
| Negative | 28 | (10) | 28 | (11) | 0 | (0.0) | 0.003 | 80 | (18) | 4 | (7) | < 0.001 |
| 1 | 23 | (8.3) | 23 | (8.9) | 0 | (0.0) | 100 | (23) | 6 | (10) | ||
| 2 | 63 | (23) | 60 | (23) | 3 | (16) | 171 | (40) | 14 | (23) | ||
| 3 | 57 | (21) | 55 | (21) | 2 | (11) | 44 | (10) | 15 | (24) | ||
| 4 | 62 | (22) | 56 | (22) | 6 | (32) | 25 | (6) | 9 | (15) | ||
| 5 | 45 | (16) | 37 | (14) | 8 | (42) | 15 | (4) | 14 | (23) | ||
| Median systematic cores taken, | 8 | (8–14) | 8 | (8–14) | 8 | (8–14) | 0.917 | 12 | (10–15) | 12 | (10–16) | 0.2 |
| Median cores with csPC on systematic biopsy, % (IQR)† | 25 | (13–38) | 25 | (13–38) | 38 | (32–50) | 0.005 | 12 | (0–37) | 42 | (17–76) | < 0.001 |
| Surgical technique, | ||||||||||||
| Open RP | 106 | (38) | 97 | (38) | 9 | (47) | 0.68 | 40 | (9.2) | 3 | (4.8) | 0.2 |
| Minimum incision endoscopic RP | 7 | (2.5) | 7 | (2.7) | 0 | (0.0) | 0 | (0) | 0 | (0) | ||
| Robot-assisted RP | 165 | (59) | 155 | (60) | 10 | (53) | 395 | (90) | 59 | (95) | ||
| Gleason grade group on final pathology, | ||||||||||||
| 1 | 4 | (1.4) | 4 | (1.5) | 0 | (0.0) | 0.008 | 15 | (3.5) | 0 | (0) | < 0.001 |
| 2 | 103 | (37) | 101 | (39) | 2 | (11) | 218 | (50) | 3 | (4.8) | ||
| 3 | 113 | (41) | 103 | (40) | 10 | (53) | 147 | (34) | 25 | (40) | ||
| 4 | 15 | (5.4) | 14 | (5.4) | 1 | (5.3) | 22 | (5.1) | 4 | (6.5) | ||
| 5 | 43 | (16) | 37 | (14) | 6 | (32) | 30 | (6.9) | 30 | (48) | ||
| Pathologic stage, | ||||||||||||
| T2 | 171 | (62) | 166 | (64) | 5 | (26) | < 0.001 | 215 | (50) | 3 | (4.8) | < 0.001 |
| T3a | 83 | (30) | 76 | (29) | 7 | (37) | 180 | (41) | 20 | (32) | ||
| T3b/4 | 24 | (8.6) | 17 | (6.6) | 7 | (37) | 40 | (9.2) | 39 | (63) | ||
| Positive surgical margins, | 79 | (28) | 70 | (27) | 9 | (47) | 0.068 | 103 | (24) | 40 | (48) | < 0.001 |
| Median lymph node removed, | 18 | (14–24) | 18 | (14–24) | 17 | (14–22) | 0.85 | 15 | (10–20) | 17 | (13–24) | 0.02 |
| Median positive lymph nodes, | 0 | (0–0) | – | 1 | (1–2) | – | – | 1 | (1–2) | - | ||
†,‡,§,¶,††,‡‡Corresponds to variables of nomograms listed in Table 1
AUCs of the nomograms in the original and external validation cohorts
| Nomogram | Original cohort | Our cohort | Gandaglia et al. [ | Diamond et al. [ | Oderda et al. [ | |
|---|---|---|---|---|---|---|
| Total | Below cT3 | |||||
| Briganti 2019 [ | 0.86 | 0.71 | 0.75 | 0.79 | 0.80 | 0.76 |
| Briganti 2017 [ | 0.91 | 0.72 | 0.80 | 0.75 | N/A | 0.8 |
| Briganti 2012 [ | 0.88 | 0.74 | 0.82 | 0.65 | 0.80 | 0.83 |
| MSKCC [ | 0.85 | 0.73 | 0.80 | 0.74 | N/A | 0.83 |
| Partin 2017 [ | 0.92 | – | 0.73 | N/A | N/A | 0.79 |
| Japan PC table [ | 0.86 | – | 0.79 | N/A | N/A | N/A |
Fig. 1Nomogram calibration plot. The dashed line indicates the location of the ideal nomogram, in which predicted and observed probabilities are identical
Systematic analyses of nomogram-derived cutoffs of the externally validated nomograms
| Briganti 2019 [ | Number of patients, | NPV | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Below the cutoff (ePLND not recommended) | Above the cutoff (ePLND recommended) | ||||||||||||
| Cutoff | Total | Without hLNI§§ | With hLNI | Total | Without hLNI | With hLNI¶¶ | |||||||
| 2 | 8 | (2.9) | 8 | (3.1) | 0 | (0) | 270 | (97.1) | 251 | (96.9) | 19 | (100) | 100 |
| 3 | 30 | (10.8) | 30 | (11.6) | 0 | (0) | 248 | (89.2) | 229 | (88.4) | 19 | (100) | 100 |
| 4 | 48 | (17.3) | 48 | (18.5) | 0 | (0) | 230 | (82.7) | 211 | (81.5) | 19 | (100) | 100 |
| 5 | 56 | (20.1) | 56 | (21.6) | 0 | (0) | 222 | (79.9) | 203 | (78.4) | 19 | (100) | 100 |
| 6 | 69 | (24.8) | 68 | (26.3) | 1 | (5.3) | 209 | (75.2) | 191 | (73.7) | 18 | (94.7) | 98.6 |
| 7 | 84 | (30.2) | 83 | (32.0) | 1 | (5.3) | 194 | (69.8) | 176 | (68.0) | 18 | (94.7) | 98.8 |
| 8 | 100 | (36.0) | 98 | (37.8) | 2 | (10.5) | 178 | (64.0) | 161 | (62.2) | 17 | (89.5) | 98.0 |
| 9 | 113 | (40.6) | 110 | (42.5) | 3 | (15.8) | 165 | (59.4) | 149 | (57.5) | 16 | (84.2) | 97.3 |
| 10 | 120 | (43.2) | 117 | (45.2) | 3 | (15.8) | 158 | (56.8) | 142 | (54.8) | 16 | (84.2) | 97.5 |
| 15 | 170 | (61.2) | 164 | (63.3) | 6 | (31.6) | 108 | (38.8) | 95 | (36.7) | 13 | (68.4) | 96.5 |
| 20 | 195 | (70.1) | 187 | (72.2) | 8 | (42.1) | 83 | (29.9) | 72 | (27.8) | 11 | (57.9) | 95.9 |
| 25 | 211 | (75.9) | 201 | (77.6) | 10 | (52.6) | 67 | (24.1) | 58 | (22.4) | 9 | (47.4) | 95.3 |
| 30 | 226 | (81.3) | 213 | (82.2) | 13 | (68.4) | 52 | (18.7) | 46 | (17.8) | 6 | (31.6) | 94.2 |
| 40 | 251 | (90.3) | 237 | (91.5) | 14 | (73.7) | 27 | (9.7) | 22 | (8.5) | 5 | (26.3) | 94.4 |
| 50 | 266 | (95.7) | 250 | (96.5) | 16 | (84.2) | 12 | (4.3) | 9 | (3.5) | 3 | (15.8) | 94.0 |
| 60 | 275 | (98.9) | 257 | (99.2) | 18 | (94.7) | 3 | (1.1) | 2 | (0.8) | 1 | (5.3) | 93.5 |
| 70 | 275 | (98.9) | 257 | (99.2) | 18 | (94.7) | 3 | (1.1) | 2 | (0.8) | 1 | (5.3) | 93.5 |
| 80 | 278 | (100) | 259 | (100) | 19 | (100) | 0 | (0) | 0 | (0) | 0 | (0) | 93.2 |
§§Percentage is indicative of specificity
¶¶Percentage is indicative of sensitivity