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1.
J Invest Dermatol ; 135(9): 2266-2272, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25848976

ABSTRACT

Recent investigation has identified association of IL-12p40 blood levels with melanoma recurrence and patient survival. No studies have investigated associations of single-nucleotide polymorphisms (SNPs) with melanoma patient IL-12p40 blood levels or their potential contributions to melanoma susceptibility or patient outcome. In the current study, 818,237 SNPs were available for 1,804 melanoma cases and 1,026 controls. IL-12p40 blood levels were assessed among 573 cases (discovery), 249 cases (case validation), and 299 controls (control validation). SNPs were evaluated for association with log[IL-12p40] levels in the discovery data set and replicated in two validation data sets, and significant SNPs were assessed for association with melanoma susceptibility and patient outcomes. The most significant SNP associated with log[IL-12p40] was in the IL-12B gene region (rs6897260, combined P=9.26 × 10(-38)); this single variant explained 13.1% of variability in log[IL-12p40]. The most significant SNP in EBF1 was rs6895454 (combined P=2.24 × 10(-9)). A marker in IL12B was associated with melanoma susceptibility (rs3213119, multivariate P=0.0499; OR=1.50, 95% CI 1.00-2.24), whereas a marker in EBF1 was associated with melanoma-specific survival in advanced-stage patients (rs10515789, multivariate P=0.02; HR=1.93, 95% CI 1.11-3.35). Both EBF1 and IL12B strongly regulate IL-12p40 blood levels, and IL-12p40 polymorphisms may contribute to melanoma susceptibility and influence patient outcome.


Subject(s)
Genetic Predisposition to Disease , Interleukin-12 Subunit p40/blood , Melanoma/genetics , Polymorphism, Single Nucleotide/genetics , Skin Neoplasms/genetics , Aged , Case-Control Studies , Confidence Intervals , Female , Genotype , Humans , Interleukin-12 Subunit p40/genetics , Male , Melanoma/blood , Melanoma/mortality , Middle Aged , Multivariate Analysis , Prognosis , Reproducibility of Results , Risk Assessment , Skin Neoplasms/blood , Skin Neoplasms/mortality , Survival Analysis
2.
J Clin Oncol ; 33(12): 1389-96, 2015 Apr 20.
Article in English | MEDLINE | ID: mdl-25779565

ABSTRACT

PURPOSE: To investigate the association between blood levels of C-reactive protein (CRP) in patients with melanoma and overall survival (OS), melanoma-specific survival (MSS), and disease-free survival. PATIENTS AND METHODS: Two independent sets of plasma samples from a total of 1,144 patients with melanoma (587 initial and 557 confirmatory) were available for CRP determination. Kaplan-Meier method and Cox regression were used to evaluate the relationship between CRP and clinical outcome. Among 115 patients who underwent sequential blood draws, we evaluated the relationship between change in disease status and change in CRP using nonparametric tests. RESULTS: Elevated CRP level was associated with poorer OS and MSS in the initial, confirmatory, and combined data sets (combined data set: OS hazard ratio, 1.44 per unit increase of logarithmic CRP; 95% CI, 1.30 to 1.59; P < .001; MSS hazard ratio, 1.51 per unit increase of logarithmic CRP; 95% CI, 1.36 to 1.68; P < .001). These findings persisted after multivariable adjustment. As compared with CRP < 10 mg/L, CRP ≥ 10 mg/L conferred poorer OS in patients with any-stage, stage I/II, or stage III/IV disease and poorer disease-free survival in those with stage I/II disease. In patients who underwent sequential evaluation of CRP, an association was identified between an increase in CRP and melanoma disease progression. CONCLUSION: CRP is an independent prognostic marker in patients with melanoma. CRP measurement should be considered for incorporation into prospective studies of outcome in patients with melanoma and clinical trials of systemic therapies for those with melanoma.


Subject(s)
Biomarkers, Tumor/blood , C-Reactive Protein/analysis , Melanoma/blood , Adult , Aged , Case-Control Studies , DNA, Neoplasm/blood , Disease Progression , Female , Humans , Kaplan-Meier Estimate , Male , Melanoma/genetics , Melanoma/pathology , Middle Aged , Proportional Hazards Models
3.
Int J Cancer ; 136(8): 1874-80, 2015 Apr 15.
Article in English | MEDLINE | ID: mdl-25196740

ABSTRACT

Cytokines such as Interleukin (IL)-12p70 ("IL-12") and IL-23 can influence tumor progression. We tested the hypothesis that blood levels of IL-12p40, the common subunit of both cytokines, are associated with melanoma progression. Blood from 2,048 white melanoma patients were collected at a single institution between March 1998 and March 2011. Plasma levels of IL-12p40 were determined for 573 patients (discovery), 249 patients (Validation 1) and 244 patients (Validation 2). Per 10-unit change of IL-12p40 level was used to investigate associations with melanoma patient outcome among all patients or among patients with early or advanced stage. Among stage I/II melanoma patients in the pooled data set, after adjustment for sex, age, stage and blood draw time from diagnosis, elevated IL-12p40 was associated with melanoma recurrence [hazard ratio (HR) = 1.04 per 10-unit increase in IL-12p40, 95% CI 1.02-1.06, p = 8.48 × 10(-5) ]; Elevated IL-12p40 was also associated with a poorer melanoma specific survival (HR = 1.06, 95% CI 1.03-1.09, p = 3.35 × 10(-5) ) and overall survival (HR = 1.05, 95% CI 1.03-1.08, p = 8.78×10(-7) ) in multivariate analysis. Among stage III/IV melanoma patients in the pooled data set, no significant association was detected between elevated IL-12p40 and overall survival, or with melanoma specific survival, with or without adjustment for the above covariates. Early stage melanoma patients with elevated IL-12p40 levels are more likely to develop disease recurrence and have a poorer survival. Further investigation with a larger sample size will be needed to determine the role of IL-12p40 in advanced stage melanoma patients.


Subject(s)
Interleukin-12 Subunit p40/blood , Melanoma/blood , Melanoma/pathology , Disease Progression , Female , Humans , Male , Middle Aged , Multivariate Analysis , Skin Neoplasms , Melanoma, Cutaneous Malignant
4.
Oncotarget ; 3(3): 336-44, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22488042

ABSTRACT

PURPOSE: The signal transducer and activator of transcription 3 (STAT3) is a key molecular hub of tumorigenesis and immune suppression. The expression of phosphorylated STAT3 (p-STAT3) has been shown to be higher in melanoma metastasis to the central nervous system (CNS) relative to distant metastasis in the rest of the body (systemic). We sought to determine whether the increased expression of p-STAT3 in non-CNS systemic melanoma metastasis is associated with an increased risk of developing CNS metastasis and is a negative prognostic factor for overall survival time. METHODS: We retrospectively identified 299 patients with stage IV melanoma. In a tissue microarray of systemic non-CNS metastasis specimens from these patients, we used immunohistochemical analysis to measure the percentage of cells with p-STAT3 expression and Kaplan-Meier survival estimates to analyze the association of p-STAT3 expression with median survival time, time to first CNS metastasis, and development of CNS metastasis. RESULTS: Lung metastases exhibited the highest level of p-STAT3 expression while spleen lesions had the lowest. The p-STAT3 expression was not associated with an increased risk of developing CNS metastasis or time to CNS metastasis. However, p-STAT3 expression was a negative prognostic factor for overall survival time in patients that did not develop CNS metastasis. CONCLUSIONS: Stage IV melanoma patients without CNS metastasis treated with p-STAT3 inhibitors in efficacy studies should be stratified based on tumor expression of p-STAT3; however since p-STAT3 expression is not associated with the risk of CNS disease, increased MRI surveillance of the brain is not likely necessary.


Subject(s)
Central Nervous System Neoplasms/secondary , Melanoma/metabolism , Melanoma/mortality , STAT3 Transcription Factor/metabolism , Skin Neoplasms/metabolism , Skin Neoplasms/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Central Nervous System Neoplasms/etiology , Central Nervous System Neoplasms/metabolism , Central Nervous System Neoplasms/mortality , Child , Cohort Studies , Female , Humans , Male , Melanoma/pathology , Middle Aged , Neoplasm Staging , Phosphorylation , Protein Processing, Post-Translational , Risk Factors , Skin Neoplasms/pathology , Tissue Array Analysis , Young Adult
5.
J Am Coll Surg ; 214(4): 608-17; discussion 617-9, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22342785

ABSTRACT

BACKGROUND: We found that a computer model developed by the American Joint Committee on Cancer (AJCC) melanoma staging committee had limitations for predicting prognosis of patients staged by sentinel lymph node (SLN) biopsy. We sought to develop a model that more accurately predicts prognosis in this population. STUDY DESIGN: Using a data set obtained from a prospective multi-institutional study of 2,507 patients with clinically node-negative melanomas ≥1.0 mm Breslow thickness, we developed a prognostic model using a Cox regression formula incorporating a number of significant clinicopathologic factors. The AJCC model and our model were used to predict 5-year survival from this test data set. The concordance correlation coefficient (CCC) was determined and chi-square tests were performed. Our new prognostic model was validated using an independent data set of 1,001 patients. RESULTS: Using the test data set, the CCC for the AJCC model was 0.875; chi-square tests demonstrated statistically significant differences between observed and predicted survivals for numerous clinicopathologic factors. The CCC for our model was 0.976 and none of the chi-square tests was statistically significant. Our model performed similarly well in SLN-negative patients (CCC 0.929) and SLN-positive patients (CCC 0.889). The AJCC model performed well in SLN-negative patients (CCC 0.854), but not in SLN-positive patients (CCC 0.626). Using the validation data set, similar findings were obtained. CONCLUSIONS: Our prognostic model provides superior survival estimates compared with the AJCC model for patients undergoing SLN biopsy. This online tool is available at www.melanomacalculator.com, and will provide important information that can be used to guide adjuvant therapy decisions and stratification in clinical trials.


Subject(s)
Computer Simulation , Decision Support Techniques , Melanoma/pathology , Models, Biological , Sentinel Lymph Node Biopsy , Skin Neoplasms/pathology , Adolescent , Adult , Aged , Chi-Square Distribution , Cohort Studies , Female , Humans , Male , Melanoma/mortality , Melanoma/surgery , Middle Aged , Neoplasm Staging , Prognosis , Proportional Hazards Models , Risk Assessment , Skin Neoplasms/mortality , Skin Neoplasms/surgery , Young Adult
6.
Hum Mol Genet ; 20(24): 5012-23, 2011 Dec 15.
Article in English | MEDLINE | ID: mdl-21926416

ABSTRACT

We performed a multistage genome-wide association study of melanoma. In a discovery cohort of 1804 melanoma cases and 1026 controls, we identified loci at chromosomes 15q13.1 (HERC2/OCA2 region) and 16q24.3 (MC1R) regions that reached genome-wide significance within this study and also found strong evidence for genetic effects on susceptibility to melanoma from markers on chromosome 9p21.3 in the p16/ARF region and on chromosome 1q21.3 (ARNT/LASS2/ANXA9 region). The most significant single-nucleotide polymorphisms (SNPs) in the 15q13.1 locus (rs1129038 and rs12913832) lie within a genomic region that has profound effects on eye and skin color; notably, 50% of variability in eye color is associated with variation in the SNP rs12913832. Because eye and skin colors vary across European populations, we further evaluated the associations of the significant SNPs after carefully adjusting for European substructure. We also evaluated the top 10 most significant SNPs by using data from three other genome-wide scans. Additional in silico data provided replication of the findings from the most significant region on chromosome 1q21.3 rs7412746 (P = 6 × 10(-10)). Together, these data identified several candidate genes for additional studies to identify causal variants predisposing to increased risk for developing melanoma.


Subject(s)
Genetic Loci/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Melanoma/genetics , Skin Neoplasms/genetics , Case-Control Studies , Chromosomes, Human, Pair 1/genetics , Genetic Markers , Guanine Nucleotide Exchange Factors/genetics , Humans , Meta-Analysis as Topic , Pigmentation/genetics , Polymorphism, Single Nucleotide/genetics , Ubiquitin-Protein Ligases
7.
J Clin Oncol ; 26(26): 4296-303, 2008 Sep 10.
Article in English | MEDLINE | ID: mdl-18606982

ABSTRACT

PURPOSE: We and others have demonstrated that additional positive lymph nodes (LNs) are identified in only 8% to 33% of patients with melanoma who have positive sentinel LNs (SLNs) and undergo complete therapeutic LN dissection (cTLND). We sought to determine predictors of additional regional LN involvement in patients with positive SLNs. PATIENTS AND METHODS: Patients with clinically node-negative melanoma who underwent SLN biopsy (1991 to 2003) and had positive SLNs were identified. Clinicopathologic factors, including extent of microscopic disease within SLNs, were evaluated as potential predictors of positive non-SLNs. RESULTS: Overall, 359 (16.3%) of the 2,203 patients identified had a positive SLN. Positive non-SLNs were identified in 48 (14.0%) of the 343 patients with positive SLNs who underwent cTLND. On univariate analysis, several measures of SLN microscopic tumor burden, one versus three or more SLNs harvested, tumor thickness more than 2 mm, age older than 50 years, and Clark level higher than III were predictive of positive non-SLNs; primary tumor ulceration and number of positive SLNs had no apparent impact. On multivariable logistic regression analysis, measures of SLN microscopic tumor burden were the most significant independent predictors of positive non-SLNs; tumor thickness more than 2 mm and number of SLNs harvested also predicted additional disease. A model was developed that stratified patients according to their risk for non-SLN involvement. CONCLUSION: In melanoma patients with positive SLNs, SLN tumor burden, primary tumor thickness, and number of SLNs harvested may be useful in identifying a group at low risk for positive non-SLNs and be spared the potential morbidity of a cTLND.


Subject(s)
Lymph Nodes/pathology , Melanoma/pathology , Sentinel Lymph Node Biopsy , Skin Neoplasms/pathology , Tumor Burden , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Humans , Lymphatic Metastasis , Male , Middle Aged , Predictive Value of Tests
8.
J Clin Oncol ; 24(18): 2858-65, 2006 Jun 20.
Article in English | MEDLINE | ID: mdl-16782925

ABSTRACT

PURPOSE: Although melanoma patients with regional nodal metastases are frequently imaged with computed tomography (CT) and magnetic resonance imaging (MRI) scans, the efficacy of routine radiologic staging in asymptomatic patients with microscopic nodal involvement has not been established. To determine the utility of this approach, we analyzed the incidence of synchronous distant metastases (SDM) detected by CT or MRI of the head, chest, and abdomen in a large group of patients with sentinel lymph node (SLN) -positive melanoma. PATIENTS AND METHODS: Positive SLNs were identified in 314 (16.2%) of the 1,934 melanoma patients who underwent sentinel lymphadenectomy at our institution from 1996 to 2003. Within 3 months of sentinel lymphadenectomy, 270 (86.0%) of the 314 SLN-positive patients were radiologically staged. To determine which prognostic factors were associated with SDM, associations between final staging outcomes and clinicopathologic variables, including SLN tumor burden, were analyzed. RESULTS: CT and/or MRI scans identified lesions that were suspicious for SDM in 23 (8.6%) of the 270 patients who underwent staging. In eight of these patients, further diagnostic studies determined that these abnormalities were benign. The remaining 15 suspicious lesions were percutaneously biopsied (10 negative and five positive), yielding a radiologically detectable SDM rate of 1.9%. Detection of SDM was associated with primary tumor thickness (P = .011), ulceration (P = .018), and SLN tumor burden (P = .018). CONCLUSION: These data suggest that the vast majority of asymptomatic patients with a new diagnosis of microscopic SLN-positive melanoma do not harbor radiologically detectable SDM and can proceed to completion lymph node dissection without immediate CT or MRI staging.


Subject(s)
Lymph Node Excision , Magnetic Resonance Imaging , Melanoma/pathology , Neoplasm Staging/methods , Skin Neoplasms/pathology , Tomography, X-Ray Computed , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Humans , Lymphatic Metastasis , Male , Melanoma/diagnosis , Melanoma/secondary , Middle Aged , Prognosis , Sentinel Lymph Node Biopsy
9.
Ann Surg Oncol ; 12(8): 587-96, 2005 Aug.
Article in English | MEDLINE | ID: mdl-16021533

ABSTRACT

BACKGROUND: In-transit recurrence is a unique and uncommon pattern of treatment failure in patients with melanoma. Little information exists concerning the incidence, predictors, and natural history of in-transit disease since the introduction of sentinel lymph node biopsy (SLNB). METHODS: Between 1991 and 2001, 1395 patients with primary melanoma underwent SLNB. Univariate and multivariate logistic regression analyses were performed to examine the association among known clinicopathologic factors, in-transit recurrence, and distant metastatic failure after the development of in-transit disease. RESULTS: With a median follow-up of 3.9 years, 241 patients (17.3%) experienced disease recurrence, including 91 (6.6%) who developed in-transit recurrence. Independent predictors of in-transit recurrence included age >50 years, a lower extremity location of the primary tumor, Breslow depth, ulceration, and sentinel lymph node (SLN) status. Of the 69 patients who presented with in-transit disease as the sole site of first recurrence, 39 developed distant disease. By univariate analysis, predictors of distant failure among patients with in-transit disease included SLN status, largest metastatic focus in the SLN >2.5 mm2, subcutaneous location of in-transit disease, in-transit tumor size > or = 2 cm, and a disease-free interval before in-transit recurrence of <12 months. In-transit tumor size remained a significant predictor of distant metastasis by multivariate analysis (odds ratio, 9.69). CONCLUSIONS: The overall incidence of in-transit metastases in patients undergoing SLNB is low and does not seem to have increased since the introduction of the SLNB technique. In-transit recurrence, as well as subsequent distant metastatic failure, can be predicted on the basis of adverse tumor factors and SLN status.


Subject(s)
Melanoma/pathology , Neoplasm Recurrence, Local/pathology , Neoplasm Seeding , Sentinel Lymph Node Biopsy , Skin Neoplasms/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Humans , Logistic Models , Lymph Node Excision , Lymphatic Metastasis , Male , Melanoma/mortality , Melanoma/surgery , Multivariate Analysis , Prognosis , Risk Factors , Sentinel Lymph Node Biopsy/adverse effects , Skin Neoplasms/mortality , Skin Neoplasms/surgery , Survival Analysis
10.
Cancer ; 95(2): 354-60, 2002 Jul 15.
Article in English | MEDLINE | ID: mdl-12124836

ABSTRACT

BACKGROUND: Sentinel lymphadenectomy reliably identifies the first site(s) of regional lymphatic drainage and, therefore, the most likely lymph nodes to contain occult metastasis in patients with primary cutaneous melanoma. Although in most patients lymphatic drainage from the primary melanoma first reaches a standard lymph node basin, a sentinel lymph node (SLN) may be identified in an unusual location. The objective of this study was to determine the frequency and significance of unusual sentinel lymph node drainage patterns in a large cohort of patients with primary melanoma. METHODS: The records of 1145 consecutive primary melanoma patients who underwent SLN biopsy were reviewed. Preoperative lymphoscintigraphy was performed in all patients with truncal melanoma and in many patients with distal extremity lesions. Unusual lymph node sites were defined as epitrochlear, popliteal, or ectopic/interval (in-transit or any other nonstandard lymph node-bearing area). RESULTS: At least one SLN was harvested in 1117 patients (98%). SLN biopsy of an unusual lymph node site was attempted in 59 patients (5%). Successful intraoperative localization and biopsy was performed in 54 (92%) of 59 patients for a total of 56 unusual sites. Of these, 7 (13%) were popliteal, 8 (14%) were epitrochlear, and 41 (73%) were ectopic/interval. Preoperative lymphoscintigraphy was performed in 41 of these 54 patients and correctly identified unusual SLN locations in 12 (29%); the majority of unusual SLNs were identified only with the assistance of the intraoperative gamma probe. In four patients (7%), the unusual lymph node site was the only site from which SLNs were harvested. In the remaining 50 patients (93%), biopsies were performed on SLNs from both unusual sites and from a standard lymph node basin. Among the 54 patients who underwent a SLN biopsy of an unusual nodal site, 7 (13%) had lymph node metastases in that location. In four of the seven patients, the only positive SLN was from the unusual site. CONCLUSIONS: Sentinel lymphatic drainage patterns include lymph node-bearing areas that may be outside established standard lymph node basins and may represent the only site of regional lymph node metastases. Although preoperative lymphoscintigraphy may assist in the identification of unusual SLN drainage patterns, intraoperative use of the gamma probe is recommended to identify accurately and completely all sites of regional lymph node drainage.


Subject(s)
Melanoma/pathology , Sentinel Lymph Node Biopsy , Skin Neoplasms/pathology , Female , Humans , Lymph Node Excision , Lymph Nodes/diagnostic imaging , Lymphatic Metastasis , Male , Melanoma/diagnostic imaging , Melanoma/secondary , Middle Aged , Neoplasm Recurrence, Local , Radionuclide Imaging , Retrospective Studies
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