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. Author manuscript; available in PMC: 2016 Jun 1.
Published in final edited form as: JAMA Oncol. 2015 Apr 9;1(3):359–368. doi: 10.1001/jamaoncol.2015.0493

Table 4.

Hazard Ratios for Melanoma-Specific Death According to Tumor BRAF and NRAS Mutational Status Among 892 Patients with Primary Melanoma

Cox Proportional Hazards Model Proportional Subdistribution Hazards
Model for Competing-Risks
Censored Melanoma
Death
Death from
Other Cause
Partially Adjustedb Fully Adjustedc Partially Adjustedb Fully Adjustedc
Characteristic No. (%) No. (%) No. (%) HR (95% CI) P HR (95% CI) P sHR (95%
CI)
P sHR (95% CI) P
All primary melanomasa
All stage melanomas (n=750) (n = 62) (n=80)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 420 (84) 31 (6) 51 (10) Reference .19 Reference .27 Reference .18 Reference .28
  NRAS+ 94 (77) 14 (11) 14 (11) 1.8 (0.9–3.4) 1.7 (0.8–3.4) 1.8 (1–3.5) 1.7 (0.8–3.6)
  BRAF+ 236 (88) 17 (6) 15 (6) 1.3 (0.7–2.4) 1.5 (0.8–2.9) 1.3 (0.7–2.4) 1.6 (0.8–3.2)
Stratified by AJCC Stage
Stage T1a/T1b/T2a (n=667) (n = 26) (n=55)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 374 (88) 16 (4) 36 (8) Reference .84 Reference .65 Reference .83 Reference .67
  NRAS+ 77 (87) 4 (4) 8 (9) 1.1 (0.4–3.4) 0.9 (0.3–3.0) 1.2 (0.4–3.5) 0.9 (0.3–2.9)
  BRAF+ 216 (93) 6 (3) 11 (5) 0.8 (0.3–2.1) 0.6 (0.2–1.7) 0.8 (0.3–2) 0.6 (0.2–1.7)
Stage
T2b/T3a/T3b/T4a/T4b
(n=83) (n = 36) (n=25)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 46 (61) 15 (20) 15 (20) Reference .13 Reference .04 Reference .09 Reference .02
  NRAS+ 17 (52) 10 (30) 6 (18) 1.7 (0.8–3.9) 2.9 (1.1–7.7) 1.8 (0.8–4.2) 3 (1.1–8.2)
  BRAF+ 20 (57) 11 (31) 4 (11) 2.3 (1.0–5.1) 3.1 (1.2–8.5) 2.4 (1.1–5.3) 3.6 (1.3–9.5)
Primary melanomas limited to NRAS codon 61 and BRAF V600E mutant and wildtype melanomas
All stage melanomas (n=685) (n = 57) (n=67)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 420 (84) 31 (6) 51 (10) Reference .12 Reference .17 Reference .11 Reference .19
  NRAS codon 61+ 90 (79) 13 (11) 11 (10) 1.9 (1.0–3.6) 1.9 (0.9–4.0) 1.9 (1–3.7) 1.9 (0.9–4.2)
  BRAF V600E+ 175 (91) 13 (7) 5 (3) 1.6 (0.8–3.0) 1.7 (0.8–3.5) 1.6 (0.8–3.2) 1.8 (0.8–4)
Stratified by AJCC Stage
Stage T1a/T1b/T2a (n=607) (n = 25) (n=45)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 374 (88) 16 (4) 36 (8) Reference .92 Reference .87 Reference .91 Reference .89
  NRAS codon 61+ 74 (88) 4 (5) 6 (7) 1.3 (0.4–3.8) 1.1 (0.3–3.6) 1.3 (0.4–3.7) 1.1 (0.4–3.4)
  BRAF V600E+ 159 (95) 5 (3) 3 (2) 1.0 (0.4–2.8) 0.8 (0.3–2.3) 1 (0.4–2.8) 0.8 (0.2–2.5)
Stage
T2b/T3a/T3b/T4a/T4b
(n=78) (n = 32) (n=22)
NRAS/BRAF Status
  Wildtype (NRAS−/BRAF−) 46 (61) 15 (20) 15 (20) Reference .13 Reference .04 Reference .10 Reference .03
  NRAS codon 61+ 16 (53) 9 (30) 5 (17) 1.7 (0.7–3.9) 3.2 (1.1–9.7) 1.8 (0.7–4.2) 3.3 (1.1–10.1)
  BRAF V600E+ 16 (62) 8 (31) 2 (8) 2.4 (1.0–6.0) 3.8 (1.2–11.8) 2.6 (1–6.6) 4.3 (1.3–14.8)

Abbreviations: AJCC, American Joint Committee on Cancer; HR, hazard ratio; sHR, subdistribution hazard ratio; TIL, tumor infiltrating lymphocyte.

a

Of the 912 patients who entered the study with first primary melanoma, 40 developed a second melanoma during the ascertainment period and were treated as time-dependent and the BRAF/NRAS mutational status and pathologic characteristics of their thicker melanoma was utilized in the survival analysis. Excluded from this analysis wee 20 participants with missing AJCC tumor stage or TIL grade for their melanoma. In the cox models death from other causes were considered as censored.

b

The Cox models /proportional subdistribution hazards models were adjusted for age (continuous), sex, and study center.

c

The Cox models/proportional subdistribution hazards models were adjusted for age (continuous), sex, anatomic site (trunk/pelvis, scalp/neck, face/ears/other, upper extremities, lower extremities), AJCC tumor stage (T1a, T1b/T2a, T2b/T3a, T3b/T4a, T4b), TIL grade, and study center.