Table 2. Performance of Index GEP Tests in Predicting Melanoma Recurrence by Study and Stage of Disease.
Source | No. | Observed RFS rates, % (follow-up, y) | Association between GEP high score and event | Proportion, % | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Patients | Observed eventsa | GEP low score | GEP high score | HR (95% CI) | P value | Events classified as high risk (follow-up, y)b | Nonevents classified as low risk (follow-up, y)b | High-risk patients with event | Low-risk patients without event | |
Stage I melanoma | ||||||||||
DecisionDx | ||||||||||
Hsueh et al,25 2017 | NR | NR | NR | NR | NR | NR | NR | NR | NR | NR |
Greenhaw et al,29 2018 | 219 | 1 | NR | NR | NR | NR | 0 | 92 | 0 | >99 |
Zager et al,27 2018 | 264 | 17 | 96 (5) | 85 (5) | 4.01 (1.5-11.5)c | .007 | 35; 40 (5) | 87; 87 (5) | 15 | 95 |
Keller et al,26 2019 | 96 | 3 | NR | NR | NR | NR | 0 | 95 | 0 | 97 |
Podlipnik et al,28 2019 | 44 | 0 | NR | NR | NR | NR | NA | 89 | 0 | 100 |
MelaGenixd | ||||||||||
Koelblinger et al,31 2018 | 88 | 22 | NR | NR | NR | NR | 32 | 77 | 32 | 77 |
Amaral et al,30 2020 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
Stage II melanoma | ||||||||||
DecisionDx | ||||||||||
Hsueh et al,25 2017 | NR | NR | NR | NR | NR | NR | NR | NR | NR | NR |
Greenhaw et al,29 2018 | 37 | 12 | NR | NR | NR | NR | 83 | 44 | 42 | 85 |
Zager et al,27 2018 | 93 | 39 | 74 (5) | 55 (5) | 2.5 (1.1-5.5)c | .02 | 77; 76 (5) | 43; 40 (5) | 49 | 72 |
Keller et al,26 2019 | 40 | 14 | NR | NR | NR | NR | 86 | 54 | 50 | 88 |
Podlipnik et al,28 2019 | 42 | 7 | NR | NR | NR | NR | 100 | 40 | 25 | 100 |
MelaGenixd | ||||||||||
Koelblinger et al,31 2018 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
Amaral et al,30 2020 | 245 | 78 | 76 (5); 73 (10) | 58 (5); 46 (10) | NR | NR | 76 | 43 | 38 | 79 |
Stage I-II melanoma | ||||||||||
DecisionDx | ||||||||||
Hsueh et al,25 2017 | 282 | 14 | 99 (1.5) | 85 (1.5) | NR | NR | 79 | 82 | 19 | 99 |
Greenhaw et al,29 2018 | 256 | 13 | 98 (3); 93 (5) | 74 (3); 69 (5) | OR, 22.0 (5.7-84.2)e | .01 | 77; 78 (3); 73 (5) | 87; 79 (3); 70 (5) | 24 | 99 |
Zager et al,27 2018 | 357 | 56 | NR | NR | NR | NR | 64 | 79 | 36 | 92 |
Keller et al,26 2019 | 136 | 17 | NR | NR | NR | 71 | 86 | 41 | 95 | |
Podlipnik et al,28 2019 | 86 | 7 | NR | NR | 18.8 (1.8-2549.8)f | .01 | 100 | 67 | 21 | 100 |
MelaGenixd | ||||||||||
Koelblinger et al,31 2018 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
Amaral et al,30 2020 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
Abbreviations: GEP, gene expression profile; HR, hazard ratio; NA, not applicable; NR, not reported; OR, odds ratio; RFS, recurrence-free survival.
Melanoma recurrence and melanoma relapse were considered synonymous. Hsueh et al25 defined recurrence as regional or distant metastasis. Greenhaw et al29 defined recurrence as satellite, in-transit, nodal, or distant metastasis. Zager et al27 defined recurrence as any local, regional, or distant metastasis. Podlipnik et al,28 Keller et al,26 and Koelblinger et al31 did not provide a clear definition of disease recurrence. Amaral et al30 defined recurrence as all melanoma-specific disease progressions.
Unless indicated by a particular cross-sectional follow-up time (ie, 3- or 5-year), reported proportions were calculated using the raw number of high-score GEP patients with an event, number of high-score GEP patients without an event, number of low-score GEP patients with an event, and number of low-score GEP patients without an event. If indicated by a cross-sectional follow-up time, these estimates represent the sensitivity and specificity of the test and were estimated from Kaplan-Meier curves and/or data (see Methods).
Not reported in study but estimated by reviewers by extracting data from published Kaplan-Meier curves; therefore, it is not adjusted for any confounding variables.
Univariate OR was not reported in the study at a particular cross-sectional follow-up time or by stage of disease. The reviewers calculated the univariate OR to be 3.6 (95% CI, 0.1-91.9; P = .44) for patients with stage I disease and 3.9 (95% CI, 0.7-21.7; P = .12) for patients with stage II disease.
Multivariate HR adjusted for American Joint Committee on Cancer stage (IIB-IIC) and age (>50 years).