| Literature DB >> 29198096 |
Daniel Lorenzo1, María Ochoa2, Josep Maria Piulats3, Cristina Gutiérrez4, Luis Arias1, Jaume Català1, María Grau5, Judith Peñafiel5, Estefanía Cobos1, Pere Garcia-Bru1, Marcos Javier Rubio1, Noel Padrón-Pérez1, Bruno Dias1, Joan Pera4, Josep Maria Caminal1.
Abstract
PURPOSE: The purpose of this study was to demonstrate the existence of a bimodal survival pattern in metastatic uveal melanoma. Secondary aims were to identify the characteristics and prognostic factors associated with long-term survival and to develop a clinical decision tree.Entities:
Keywords: Decision trees; Long-term survivors; Neoplasm metastasis; Uveal melanoma
Mesh:
Substances:
Year: 2017 PMID: 29198096 PMCID: PMC6192913 DOI: 10.4143/crt.2017.171
Source DB: PubMed Journal: Cancer Res Treat ISSN: 1598-2998 Impact factor: 4.679
Fig. 1.Definition of long (> 12 mo) and short (≤ 12 mo) survival patterns from graphs showing the overall survival distribution of 99 patients with metastatic uveal melanoma. (A) The histogram provides a quick visual summary of the survival frequencies in our cohort. A left-skewed, one-peaked distribution is shown with most subjects (> 60%) located within the first 12 months of survival. From this point, a minority of patients appeared to present a more indolent course, as evidenced by the elongated and scattered survival pattern in the remaining patients. (B) The Kaplan-Meier curve for overall survival is marked with a dashed line to indicate the approximate time point of slope change. Note the sharp decline in the survival curve during the first 12 months and its subsequent stabilization (flattening slope) beyond this point.
Fig. 2.Kaplan-Meier plot for overall survival comparing survival patterns. Patients were divided into long-term survivors (> 12 mo, blue line) and short-term survivors (≤ 12 mo, red line). Note the wide dispersion of data among the long-term survivors over time. Estimated median survival time for long survivors was 27 months (95% confidence interval, 14.6 to 39.2) versus 5 months for short-term survivors (95% confidence interval, 3.9 to 6.1). Comparison of survival rates between groups were performed by log-rank test (p < 0.001).
Baseline demographic and clinical characteristics for all patients shown according to subgroups
| All patients (n=99) | Short-term survival (n=62) | Long-term survival (n=37) | p-value | |
|---|---|---|---|---|
| Age at diagnosis of UM, mean±SD (yr) | 57.33±13.55 | 58.89±15.08 | 55.24±10.28 | 0.157 |
| ≤ 65 yr | 71 (71.7) | 39 (62.9) | 32 (86.5) | 0.012[ |
| Female sex | 50 (50.5) | 32 (51.6) | 18 (48.6) | 0.775 |
| Other lifetime primary cancer | 12 (12.1) | 9 (14.5) | 3 (8.1) | 0.347 |
| Uveal melanoma characteristic | ||||
| Origin of uveal melanoma | ||||
| Choroid | 90 (90.9) | 57 (91.9) | 33 (89.2) | 0.560 |
| Ciliary body | 9 (9.1) | 5 (8.1) | 4 (10.8) | |
| Largest basal tumor diameter, median (IQR, mm) | 15.83 (3.48) | 15.71 (3.35) | 16.01 (3.71) | 0.735 |
| Tumor thickness, median (IQR, mm) | 7.3 (4.0) | 7.3 (4.4) | 7.25 (4.5) | 0.277 |
| T, tumor size category (n=97) | ||||
| T1 | 2 (2.1) | 0 | 2 (5.6) | 0.259 |
| T2 | 25 (25.8) | 15 (24.6) | 10 (27.8) | |
| T3 | 44 (45.4) | 30 (49.2) | 14 (38.9) | |
| T4 | 26 (26.8) | 16 (26.2) | 10 (27.8) | |
| Anatomic staging, TNM (n=97) | ||||
| I | 2 (2.1) | 0 | 2 (5.6) | 0.340 |
| IIa | 24 (24.7) | 14 (23.0) | 10 (27.8) | |
| IIb | 35 (36.1) | 24 (39.3) | 11 (30.6) | |
| IIIa | 31 (32.0) | 21 (34.4) | 10 (27.8) | |
| IIIb | 2 (2.1) | 1 (1.6) | 1 (2.8) | |
| IV | 3 (3.1) | 1 (1.6) | 2 (5.6) | |
| Distance to optic disc, median (IQR, mm) | 4.50 (5.3) | 4.25 (5.4) | 4.5 (5.1) | 0.538 |
| Distance to fovea, median (IQR, mm) | 4.25 (6.1) | 4.75 (8.0) | 3 (5.3) | 0.828 |
| Rupture of Bruch's membrane | 27 (28.4) | 18 (30.0) | 9 (25.7) | 0.655 |
| Orange pigment | 20 (21.1) | 7 (11.9) | 13 (36.1) | 0.005[ |
| Histopathology (cell type) (n=47) | ||||
| Spindle cell | 5 (10.6) | 3 (10.0) | 2 (11.8) | 0.978 |
| Epithelioid | 22 (46.8) | 14 (46.7) | 8 (47.1) | |
| Mixed | 20 (42.6) | 13 (43.3) | 7 (41.2) | |
| Chromosome 3 monosomy (n=14) | 8 (57.1) | 3 (37.5) | 5 (83.3) | 0.138 |
| Primary treatment | ||||
| Brachytherapy | 53 (53.5) | 32 (51.6) | 21 (56.8) | 0.860 |
| Transscleral resection | 5 (5.0) | 3 (4.8) | 2 (5.4) | |
| Endoresection | 4 (4.0) | 2 (3.2) | 2 (5.4) | |
| Enucleation | 35 (35.4) | 24 (38.7) | 11 (29.7) | |
| No treatment | 2 (2.0) | 1 (1.6) | 1 (2.7) | |
| Local recurrence | 15 (15.2) | 9 (14.5) | 6 (16.2) | 0.819 |
| Months to recurrence (n=15), median (IQR) | 21 (40.0) | 15 (36.0) | 28 (49.0) | 0.953 |
| Characteristics of the first uveal melanoma metastasis | ||||
| Age at metastatic diagnosis (≤ 65 yr) | 60 (60.6) | 31 (50.0) | 29 (78.4) | 0.005[ |
| Metastasis-free interval > 40 mo | 30 (30.3) | 14 (22.6) | 16 (43.2) | 0.030[ |
| Liver metastasis | 92 (92.9) | 59 (95.2) | 33 (89.2) | 0.419 |
| No. of liver metastases (n=84), median (IQR) | 4 (5.0) | 4.5 (4.0) | 4 (4.0) | 0.143 |
| 1 Lesion | 9 (10.7) | 3 (5.8) | 6 (18.8) | 0.078 |
| Largest diameter of the largest liver metastasis, median (IQR, mm) | 22 (22.0) | 26 (20.0) | 18 (16.0) | 0.001[ |
| Diagnosis of metastasis | ||||
| Surveillance | 68 (70.8) | 38 (63.3) | 30 (83.3) | 0.037[ |
| Symptom-prompted | 31 (29.2) | 24 (36.7) | 7 (16.7) | |
| Method of diagnosis | ||||
| Imaging | 81 (84.4) | 53 (88.3) | 28 (77.8) | 0.073 |
| Biopsy | 11 (11.5) | 4 (6.7) | 7 (19.4) | |
| Biochemical | 3 (3.1) | 3 (5.0) | 0 | |
| Physical exam | 1 (1.0) | 0 | 1 (2.8) | |
| PET-positive (n=38) | 27 (71.1) | 15 (78.9) | 12 (63.2) | 0.283 |
| Patient characteristics at first metastatic diagnosis | ||||
| Performance status, ECOG | ||||
| 0 | 59 (62.8) | 30 (51.7) | 29 (80.6) | 0.036[ |
| 1 | 25 (26.6) | 19 (32.8) | 6 (16.7) | |
| 2 | 9 (9.6) | 8 (13.8) | 1 (2.8) | |
| 3 | 1 (1.1) | 1 (1.7) | 0 | |
| Absence of symptoms | 60 (63.8) | 31 (53.4) | 29 (80.6) | 0.008[ |
| M-stage (AJCC) (n=91) | ||||
| 1a | 60 (65.9) | 34 (61.8) | 26 (72.2) | 0.406 |
| 1b | 25 (27.5) | 16 (29.1) | 9 (25.0) | |
| 1c | 6 (6.6) | 5 (9.1) | 1 (2.8) | |
| Lactate dehydrogenase, unaltered | 43 (52.4) | 18 (37.5) | 25 (73.5) | 0.001[ |
| Aspartate transaminase, unaltered | 57 (68.7) | 26 (53.1) | 31 (91.2) | < 0.001[ |
| Alanine transaminase, unaltered | 61 (72.6) | 30 (60.0) | 31 (91.2) | 0.002[ |
| Gamma glutamyl transpeptidase, unaltered | 48 (57.8) | 19 (38.8) | 29 (85.3) | < 0.001[ |
| Bilirubin, unaltered | 77 (91.7) | 44 (88.0) | 33 (97.1) | 0.233 |
| Alkaline phosphatase, unaltered | 62 (75.6) | 30 (61.2) | 32 (97.0) | < 0.001[ |
| Hemoglobin (g/L) | ||||
| 120-160 | 73 (85.9) | 41 (80.4) | 32 (94.1) | 0.163 |
| > 160 | 3 (3.5) | 2 (3.9) | 1 (2.9) | |
| First metastatic treatment | ||||
| Surgery | 18 (19.8) | 4 (7.1) | 14 (40.0) | < 0.001[ |
| Radiotherapy | 11 (12.1) | 5 (8.9) | 6 (17.1) | 0.324 |
| First-line chemotherapy | 48 (52.7) | 26 (46.4) | 22 (62.9) | 0.127 |
| First-line response (n=46) | ||||
| Complete response | 12 (26.1) | 3 (12.0) | 9 (42.9) | 0.054 |
| Partial response | 2 (4.3) | 1 (4.0) | 1 (4.8) | |
| Progressive disease | 32 (69.6) | 21 (84.0) | 11 (52.4) | |
| Second-line chemotherapy | 16 (17.6) | 6 (10.7) | 10 (28.6) | 0.029[ |
| Second-line response (n=16) | ||||
| Complete response | 2 (12.5) | 0 | 2 (20.0) | 0.501 |
| Progressive disease | 14 (87.5) | 6 (100) | 8 (80.0) |
Values are presented as number (%) unless otherwise indicated. UM, uveal melanoma; SD, standard deviation; IQR, interquartile range; TNM, tumor, node and metastasis; PET, positron emission tomography; ECOG, Eastern Cooperative Oncology Group; AJCC, American Joint Committee on Cancer.
Significant values with p < 0.05.
Univariate analysis (simple logistic regression model) of predictors of long-term survival
| Odds ratio | 95% Confidence interval | p-value | |
|---|---|---|---|
| Age ≤ 65 at metastatic diagnosis | 3.63 | 1.43-9.17 | 0.005 |
| Metastasis-free interval > 40 mo | 2.61 | 1.08-6.31 | 0.03 |
| Orange pigment over melanoma | 4.20 | 1.48-11.9 | 0.005 |
| Smaller largest diameter of the largest liver metastasis | 0.97 | 0.94-0.99 | 0.034 |
| Metastasis diagnosis by surveillance testing | 2.90 | 1.04-8.04 | 0.037 |
| Lower ECOG performance status | 0.34 | 0.15-0.74 | 0.007 |
| Asymptomatic patient | 3.61 | 1.36-9.55 | 0.008 |
| Unaltered lactate dehydrogenase | 4.63 | 1.77-12.05 | 0.001 |
| Unaltered aspartate transaminase | 9.17 | 2.46-34.48 | < 0.001 |
| Unaltered alanine transaminase | 6.90 | 1.85-25.64 | 0.002 |
| Unaltered alkaline phosphatase | 20.41 | 2.55-166.67 | < 0.001 |
| Unaltered gamma glutamyl transpeptidase | 9.17 | 3.02-27.78 | < 0.001 |
| Surgery of first metastasis | 8.67 | 2.56-29.41 | < 0.001 |
ECOG, Eastern Cooperative Oncology Group.
Statistically significant predictors of long-term survival identified on the final multivariate-adjusted logistic regression model
| Odds ratio | 95% Confidence interval | p-value | |
|---|---|---|---|
| Age at first metastatic diagnosis ≤ 65 yr | 5.14 | 1.44-18.31 | 0.012 |
| Normal lactate dehydrogenase level | 4.38 | 1.29-14.88 | 0.018 |
| Diameter of the largest liver metastasis (millimeter reduction) | 0.96 | 0.92-1.00 | 0.063 |
Fig. 3.Decision tree model depicting the prognostic factors associated with long-term (> 12 mo) survival at diagnosis of the first uveal melanoma metastasis. The regression tree representation corresponds to a binary recursive partition of the feature space among the four main variables associated with long-term survival, ordered by the relative importance of each feature given by the model, as follows: categorized gamma-glutamyl transferase (GGT), categorized lactate dehydrogenase (LDH), age at metastatic diagnosis, and the largest diameter of the largest liver metastasis. The terminal nodes divided the study sample into six prognostic groups according to the probability (in bold) of long-term survival. The fraction (%) of long-surviving patients is displayed for each terminal node. The orange color shows the most favorable combination of prognostic factors for long-term survival. The characteristics associated with the most favorable outcome at first metastatic diagnosis (82% chance of long-term survival) were as follows: unaltered serum GGT, age ≤ 65 years, and diameter of the largest liver metastasis < 20 mm. By contrast, the combination of elevated LDH and GGT levels at metastatic diagnosis yielded the worst outcomes (long-term survival probability close to 0%).