Follow-up schedules after treatment for malignant melanoma.

BACKGROUND: Existing follow-up guidelines after treatment for melanoma are based largely on dated literature and historical precedent. This study aimed to calculate recurrence rates and establish prognostic factors for recurrence to help redesign a follow-up schedule. METHODS: Data were retrieved from the Sydney Melanoma Unit database for all patients with a single primary melanoma and American Joint Committee on Cancer (AJCC) stage I-II disease, who had received their first treatment between 1959 and 2002. Recurrence rates, timing and survival were recorded by substage, and predictive factors were analysed. RESULTS: Recurrence occurred in 18.9 per cent (895 of 4748) of patients overall, 5.2 per cent (95 of 1822) of those with stage IA disease, 18.4 per cent (264 of 1436) with IB, 28.7 per cent (215 of 750) with IIA, 40.6 per cent (213 of 524) with IIB and 44.3 per cent (86 of 194) with IIC disease. Overall, the median disease-free survival time was 2.6 years, but there were marked differences between AJCC subgroups. Primary tumour thickness, ulceration and tumour mitotic rate were important predictors of recurrence. CONCLUSION: A new follow-up schedule was proposed: stage I annually, stage IIA 6-monthly for 2 years and then annually, stage IIB-IIC 4-monthly for 2 years, 6-monthly in the third year and annually thereafter.

Enteroviral meningitis: natural history and outcome of pleconaril therapy.

Enteroviral meningitis causes appreciable morbidity in adults, including hospitalization, decreased activity, and headache. Limited data define the natural history of disease. No antiviral therapeutic agent has demonstrated improved outcome in controlled clinical trials. Pleconaril, an inhibitor of enterovirus replication, was tested in two placebo-controlled clinical trials. Of 607 randomized patients in a multicenter, double-blind placebo-controlled study of pleconaril (200 mg three times daily versus an identical-appearing placebo), 240 patients were confirmed to have enterovirus infection. The time to headache resolution was evaluated by using Kaplan-Meier survival methodology. A Cox regression model evaluated multivariate factors associated with disease resolution. Resolution of headache in patients with concomitant moderate to severe nausea at baseline occurred at a median of 9.5 days in the absence of therapy and was reduced to 7.0 days for pleconaril recipients (P = 0.009). For a headache score of > 5 alone, treated patients resolved headache significantly more rapidly (P = 0.005). Males resolved headache 50% faster than females. Regardless of randomization group, patients with a baseline headache score of 5 or greater resolved headache 50% more slowly than patients with a baseline headache score of 4. No differences in either clinical or laboratory adverse events were noted. Over 50% of untreated patients had a persistent headache that was greater than 1 week in duration. Pleconaril shortened the course of illness compared to placebo recipients, especially in the early disease course. However, the benefit was achieved only modestly in a subgroup analysis of patients with more severe disease after adjusting for confounding variables.

Relativistic effects and two-body currents in (H)((-->)e(')p)n using out-of-plane detection.

Measurements of the (2)H((-->)e,e(')p)n reaction were performed with the out-of-plane magnetic spectrometers (OOPS) at the MIT-Bates Linear Accelerator. The longitudinal-transverse, f(LT) and f(')(LT), and the transverse-transverse, f(TT), interference responses at a missing momentum of 210 MeV/c were simultaneously extracted in the dip region at Q2 = 0.15 (GeV/c)(2). In comparison to models of deuteron electrodisintegration, the data clearly reveal strong effects of relativity and final-state interactions and the importance of two-body meson-exchange currents and isobar configurations. We demonstrate that such effects can be disentangled by extracting these responses using the novel out-of-plane technique.

Prognostic factors analysis of 17,600 melanoma patients: validation of the American Joint Committee on Cancer melanoma staging system.

PURPOSE: The American Joint Committee on Cancer (AJCC) recently proposed major revisions of the tumor-node-metastases (TNM) categories and stage groupings for cutaneous melanoma. Thirteen cancer centers and cancer cooperative groups contributed staging and survival data from a total of 30,450 melanoma patients from their databases in order to validate this staging proposal. PATIENTS AND METHODS: There were 17,600 melanoma patients with complete clinical, pathologic, and follow-up information. Factors predicting melanoma-specific survival rates were analyzed using the Cox proportional hazards regression model. Follow-up survival data for 5 years or longer were available for 73% of the patients. RESULTS: This analysis demonstrated that (1) in the T category, tumor thickness and ulceration were the most powerful predictors of survival, and the level of invasion had a significant impact only within the subgroup of thin (< or = 1 mm) melanomas; (2) in the N category, the following three independent factors were identified: the number of metastatic nodes, whether nodal metastases were clinically occult or clinically apparent, and the presence or absence of primary tumor ulceration; and (3) in the M category, nonvisceral metastases was associated with a better survival compared with visceral metastases. A marked diversity in the natural history of pathologic stage III melanoma was demonstrated by five-fold differences in 5-year survival rates for defined subgroups. This analysis also demonstrated that large and complex data sets could be used effectively to examine prognosis and survival outcome in melanoma patients. CONCLUSION: The results of this evidence-based methodology were incorporated into the AJCC melanoma staging as described in the companion publication.

Final version of the American Joint Committee on Cancer staging system for cutaneous melanoma.

PURPOSE: To revise the staging system for cutaneous melanoma under the auspices of the American Joint Committee on Cancer (AJCC). MATERIALS AND METHODS: The prognostic factors analysis described in the companion publication (this issue), as well as evidence from the published literature, was used to assemble the tumor-node-metastasis criteria and stage grouping for the melanoma staging system. RESULTS: Major changes include (1) melanoma thickness and ulceration but not level of invasion to be used in the T category (except for T1 melanomas); (2) the number of metastatic lymph nodes rather than their gross dimensions and the delineation of clinically occult (ie, microscopic) versus clinically apparent (ie, macroscopic) nodal metastases to be used in the N category; (3) the site of distant metastases and the presence of elevated serum lactic dehydrogenase to be used in the M category; (4) an upstaging of all patients with stage I, II, and III disease when a primary melanoma is ulcerated; (5) a merging of satellite metastases around a primary melanoma and in-transit metastases into a single staging entity that is grouped into stage III disease; and (6) a new convention for defining clinical and pathologic staging so as to take into account the staging information gained from intraoperative lymphatic mapping and sentinel node biopsy. CONCLUSION: This revision will become official with publication of the sixth edition of the AJCC Cancer Staging Manual in the year 2002.

Phase specific analysis of herpes zoster associated pain data: a new statistical approach.

Herpes zoster or shingles is a frequent occurrence in both elderly individuals and immunocompromised hosts. The pain associated with herpes zoster is the most debilitating complication of the disease. It can be described as acute pain and post-herpetic neuralgia or zoster associated pain (ZAP). The latter definition encompasses pain from the onset of disease through its resolution and provides a convenient analytic tool for evaluation of antiviral therapy. A heuristic examination of ZAP historical data suggests the existence of three phases of pain resolution: the acute, subacute and chronic phases. The subacute and chronic phases comprise the post-herpetic neuralgia (PHN) stage. Common analytic methods, such as a Kaplan-Meier survival function or a Cox's model, have been used to assess the pain. However, such approaches do not adequately allow for phase comparison. Notably, in the clinical trial setting the comparison of specific treatment effects on the latter stages of pain are of the greatest medical relevance since this is the most debilitating phase of the illness. In order to incorporate the phase-specific information in the modelling of time to cessation of ZAP, we assumed the hazard function was a stepwise constant. Utilizing the full likelihood function, we obtained the maximum likelihood estimate for the transition times (that is, change-points), and other parameters of medical importance. The standard error of the change-point estimates were obtained through a bootstrapping method. The asymptotic properties of the parameter estimates are also discussed. Hence, the rates of pain resolution across all phases can be examined in order to precisely define the existence of multiple phases. In addition, the covariates effect can be examined across phases and populations, thereby allowing us to translate potential efficacy of a standard therapy to different populations. These results can be utilized in the design of clinical trials or in targeting the outcome for a specific phase while controlling for the effect of other variables.

Natural history of neonatal herpes simplex virus infections in the acyclovir era.

OBJECTIVE: During the 2 decades in which effective antiviral therapies have been available for neonatal herpes simplex virus (HSV) disease, changes have been documented not only in the outcomes of infected infants, but also in the natural history of the disease itself. Numerous studies previously have reported that early institution of antiviral therapy is beneficial to the outcome of the disease. The objective of this study was to provide an update of neonatal HSV disease to identify means by which future improvements in the management of HSV-infected neonates can be made. DESIGN/METHODS: Neonates enrolled in 2 studies of parenteral acyclovir for the treatment of neonatal HSV disease provided the data source. The National Institute of Allergy and Infectious Diseases Collaborative Antiviral Study Group conducted the studies between 1981 and 1997. A total of 186 patients are summarized, all of whom were treated with acyclovir. Demographic and clinical characteristics of these patients are reported. RESULTS: Comparisons between patients treated in the periods between 1981-1988 and 1989-1997 according to extent of disease revealed that the mean time between the onset of disease symptoms and initiation of therapy has not changed significantly from the early 1980s to the late 1990s. Of all patients evaluated, 40% had fetal scalp monitors during the delivery process. A significant minority of patients did not have skin vesicles at the time of their presentation and did not develop them during the acute HSV disease (39% of patients with disseminated disease; 32% of patients with central nervous system [CNS] disease; and 17% of patients with skin, eye, and/or mouth disease). Among patients with CNS disease, mortality was associated with prematurity. Among patients with disseminated HSV disease treated with acyclovir at 30 mg/kg/d, mortality was associated with aspartate transaminase elevations of >/=10 times the upper limit of normal at the time of initiation of acyclovir therapy. Mortality was also associated with lethargy at initiation of antiviral therapy for patients with disseminated disease. Patients' morbidity status was associated with the extent of disease (skin, eye, and/or mouth disease vs CNS vs disseminated). For those patients with CNS disease, morbidity was also associated with seizures at initiation of antiviral therapy. CONCLUSION: Data presented in the current comparison of neonatal HSV disease over the 2 periods (1981-1988 vs 1989-1997) demonstrate that no progress has been made in decreasing the interval between onset of HSV symptoms and initiation of antiviral therapy. Additional strides in the improvement of disease outcome may occur only if the interval between onset of symptoms and initiation of therapy is shortened. The means by which this will be accomplished lie in increased consideration of neonatal HSV infections in acutely ill infants. Specific data and recommendations to facilitate this goal are contained within.

Safety and efficacy of high-dose intravenous acyclovir in the management of neonatal herpes simplex virus infections.

OBJECTIVE: The objective of this investigation was to establish the safety of high-dose (HD) acyclovir for the treatment of neonatal herpes simplex virus (HSV) disease. In addition, an estimate of therapeutic efficacy was sought, both with respect to mortality and to morbidity. Virologic efficacy of HD acyclovir was also assessed. PARTICIPANTS: Infants who were

Search for quadrupole strength in the electroexcitation of the delta+(1232).

High-precision 1H(e,e'p)pi(0) measurements at Q2 = 0.126 (GeV/c)2 are reported, which allow the determination of quadrupole amplitudes in the gamma*N-->Delta transition; they simultaneously test the reliability of electroproduction models. The derived quadrupole-to-dipole ( I = 3/2) amplitude ratios, R(SM) = (-6.5+/-0.2(stat+sys)+/-2.5(mod))% and R(EM) = (-2.1+/-0.2(stat+sys)+/-2.0(mod))%, are dominated by model error. Previous R(SM) and R(EM) results should be reconsidered after the model uncertainties associated with the method of their extraction are taken into account.

Long-term results of a prospective surgical trial comparing 2 cm vs. 4 cm excision margins for 740 patients with 1-4 mm melanomas.

BACKGROUND: The Intergroup Melanoma Surgical Trial began in 1983 to examine the optimal surgical margins of excision for primary melanomas of intermediate thickness (i.e., 1-4 mm). There is now a median 10-year follow-up. METHODS: There were two cohorts entered into a prospective multi-institutional trial: (1) 468 patients with melanomas on the trunk or proximal extremity who randomly received a 2 cm or 4 cm radial excision margin and (2) 272 patients with melanomas on the head, neck, or distal extremities who received a 2 cm radial excision margin. RESULTS: A local recurrence (LR) was associated with a high mortality rate, with a 5-year survival rate of only 9% (as a first relapse) or 11% (anytime) compared with an 86% survival for those patients who did not have a LR (P < .0001). The 10-year survival for all patients with a LR was 5%. The 10-year survival rates were not significantly different when comparing 2 cm vs. 4 cm margins of excision (70% vs. 77%) or comparing the management of the regional lymph nodes (observation vs. elective node dissection). The incidences of LR were the same for patients having a 2 cm vs. 4 cm excision margin regardless of whether the comparisons were made as first relapse (0.4% vs. 0.9%) or at anytime (2.1% vs. 2.6%). When analyzed by anatomic site, the LR rates were 1.1% for melanomas arising on the proximal extremity, 3.1% for the trunk, 5.3% for the distal extremities, and 9.4% for the head and neck. The most profound influence on LR rates was the presence or absence of ulceration; it was 6.6% vs. 1.1% in the randomized group involving the trunk and proximal extremity and was 16.2% vs. 2.1% in the non-randomized group involving the distal extremity and head and neck (P < .001). A multivariate (Cox) regression analysis showed that ulceration was an adverse and independent factor (P = .0001) as was head and neck melanoma site (P = .01), while the remaining factors were not significant (all with P > .12). CONCLUSION: For this group of melanoma patients, a local recurrence is associated with a high mortality rate, a 2-cm margin of excision is safe and ulceration of the primary melanoma is the most significant prognostic factor heralding an increased risk for a local recurrence.

Improved staging of node-negative patients with intermediate to thick melanomas (>1 mm) with the use of lymphatic mapping and sentinel lymph node biopsy.

BACKGROUND: Elective lymph node dissection (ELND) may contribute to a survival benefit in certain stratified subsets of melanoma patients. We hypothesized that lymphatic mapping and sentinel lymph node (SLN) biopsy (with complete node dissection if metastases are present) may improve both staging and survival of patients with clinically negative nodes, without subjecting all patients to the morbidity associated with complete ELND. METHODS: We reviewed the data for all 14,914 N0 patients of the AJCC Melanoma Staging Database to determine the effect of SLN biopsy and ELND on staging and survival. RESULTS: Retrospective analysis revealed that there was an apparent statistically significant survival advantage to SLN biopsy in patients with melanomas > 1 mm (n = 9024; 68.5% and 26.2% reduction in mortality compared with patients staged to be N0 by clinical exam and ELND, respectively; P < .0001). Five-year survivals were 90.5%, 77.7%, and 69.8%, respectfully, for patients staged by SLN biopsy (n = 2552), ELND (n = 2014), and clinical examination alone (n = 5192). The survival advantage of SLN biopsy was statistically significant for each T-stage category (T2, T3, and T4) and ulceration status. There was no advantage to SLN biopsy in patients with melanomas <1 mm (n = 5890). CONCLUSIONS: SLN biopsy provides more accurate staging and may contribute to a survival benefit in populations of patients with melanoma.

Long-term results of a multi-institutional randomized trial comparing prognostic factors and surgical results for intermediate thickness melanomas (1.0 to 4.0 mm). Intergroup Melanoma Surgical Trial.

BACKGROUND: Ten- to 15-year survival results were analyzed from a prospective multi-institutional randomized surgical trial that involved 740 stages I and II melanoma patients with intermediate thickness melanomas (1.0 to 4.0 mm) and compared elective (immediate) lymph node dissection (ELND) with clinical observation of the lymph nodes as well as prognostic factors that independently predict outcomes. METHODS: Eligible patients were stratified according to tumor thickness, anatomical site, and ulceration, and then prerandomized to either ELND or nodal observation. By using Cox stepwise multivariate regression analysis, the independent predictors of outcome were tumor thickness (P < .001), the presence of tumor ulceration (P < .001), trunk site (P = .003), and patient age more than 60 years (P = .01). RESULTS: Overall 10-year survival was not significantly different for patients who received ELND or nodal observation (77% vs. 73%; P = .12). Among the prospectively stratified subgroups of patients, 10-year survival rates favored those patients with ELND, with a 30% reduction in mortality rate for the 543 patients with nonulcerated melanomas (84% vs. 77%; P = .03), a 30% reduction in mortality rate for the 446 patients with tumor thickness of 1.0 to 2.0 mm (86% vs. 80%; P = .03), and a 27% reduction in mortality rate for 385 patients with limb melanomas (84% vs. 78%; P = .05). Of these subgroups, the presence or absence of ulceration should be the key factor for making treatment recommendations with regard to ELND for patients with intermediate thickness melanomas. CONCLUSIONS: These long-term survival rates from patients treated at 77 institutions demonstrate that ulceration and tumor thickness are dominant predictive factors that should be used in the staging of stages I and II melanomas, and confer a survival advantage for these subgroups of prospectively defined melanoma patients.

Adjuvant therapy of stage III and IV malignant melanoma using granulocyte-macrophage colony-stimulating factor.

PURPOSE: To evaluate granulocyte-macrophage colony-stimulating factor (GM-CSF) as surgical adjuvant therapy in patients with malignant melanoma who are at high risk of recurrence. PATIENTS AND METHODS: Forty-eight assessable patients with stage III or IV melanoma were treated in a phase II trial with long-term, chronic, intermittent GM-CSF after surgical resection of disease. Patients with stage III disease were required to have more than four positive nodes or a more than 3-cm mass. All patients were rendered clinically disease-free by surgery before enrollment. The GM-CSF was administered subcutaneously in 28-day cycles, such that a dose of 125 microg/m(2) was delivered daily for 14 days followed by 14 days of rest. Treatment cycles continued for 1 year or until disease recurrence. Patients were evaluated for toxicity and disease-free and overall survival. RESULTS: Overall and disease-free survival were significantly prolonged in patients who received GM-CSF compared with matched historical controls. The median survival duration was 37.5 months in the study patients versus 12.2 months in the matched controls (P <.001). GM-CSF was well tolerated; only one subject discontinued drug due to an adverse event (grade 2 injection site reaction). CONCLUSION: GM-CSF may provide an antitumor effect that prolongs survival and disease-free survival in patients with stage III and IV melanoma who are clinically disease-free. These results support institution of a prospective, randomized clinical trial to definitively determine the value of surgical adjuvant therapy with GM-CSF in such patients.

A new American Joint Committee on Cancer staging system for cutaneous melanoma.

The Melanoma Staging Committee of the AJCC has proposed major revisions of the melanoma TNM and stage grouping criteria. The committee members represent most of the major cooperative groups and cancer centers worldwide with a special interest in melanoma; the committee also collectively has had clinical experience with over 40,000 patients. The new staging system better reflects independent prognostic factors that are used in clinical trials and in reporting the outcomes of various melanoma treatment modalities. Major revisions include 1) melanoma thickness and ulceration, but not level of invasion, to be used in the T classification; 2) the number of metastatic lymph nodes, rather than their gross dimensions, the delineation of microscopic versus macroscopic lymph node metastases, and presence of ulceration of the primary melanoma to be used in the N classification; 3) the site of distant metastases and the presence of elevated serum LDH, to be used in the M classification; 4) an upstaging of all patients with Stage I,II, and III disease when a primary melanoma is ulcerated; 5) a merging of satellite metastases around a primary melanoma and in-transit metastases into a single staging entity that is grouped into Stage III disease; and 6) a new convention for defining clinical and pathologic staging so as to take into account the new staging information gained from intraoperative lymphatic mapping and sentinel lymph node biopsy. The AJC Melanoma Staging Committee invites comments and suggestions regarding this proposed staging system before a final recommendation is made.

A mixed model for factors predictive of pain in AIDS patients with herpes zoster.

A unifying model of herpes zoster pain presents considerable analytical challenges due to the requirement for prospective data collection and the varying rates of pain resolution reported by individual patients. Demographic, clinical, and quality-of-life measures were collected on 166 human immunodeficiency virus (HIV)-infected patients enrolled in a randomized, controlled trial of antiviral therapy of herpes zoster comparing acyclovir with sorivudine. A "mixed model" was used to assess factors predictive of pain severity, activity impairment, and sleep interruption. The average rate of change in acute pain was -0.04 unit pain per day for the first month. Chronic pain decreased -0.12 per month for months 1-12. Acute pain severity was positively correlated with number of new skin vesicles, analgesic use, and baseline pain, and negatively related to percentage of lesion healing and crusting. Postherpetic neuralgia was correlated with baseline pain, pain at 1 month, and duration of lesions. Treatment group, gender, race, and CD4 count were not related to change in pain severity. These analyses verify the significance of baseline pain as a significant predictor of pain resolution and average pain severity as a predictor of return to normal daily activities and sleep. The severity of acute pain at presentation and at 1 month are significant predictors of chronic pain.

T1 and T2 squamous cell carcinoma of the oral tongue: prognostic factors and the role of elective lymph node dissection.

BACKGROUND: The management of micrometastatic disease from squamous cell carcinoma (SCC) of the oral tongue remains controversial. This study describes prognostic factors in the disease and reviews the role of elective neck dissection (END). METHODS: A retrospective analysis of all patients undergoing definitive surgical treatment of T1 and T2 SCC of the oral tongue between 1956 and 1994 at the University of Alabama at Birmingham was performed. RESULTS: Patient, disease, and treatment variables were compiled for 169 patients. Multivariate analysis showed age (p = .02), sex (p = .02), disease differentiation (p = .0003), and palpable lymphadenopathy (p = .02) to be significant prognostic variables. Fifteen patients underwent END and 6 were shown to have micrometastatic disease (40.0%). There were no neck recurrences in these patients, but END was not shown to improve survival. CONCLUSIONS: The presence of poorly differentiated disease gave the worst prognosis in this population of patients with T1 and T2 SCC of the oral tongue. A high incidence of nodal micrometastatic disease and the absence of recurrent disease after END suggest that END is appropriate therapy for these patients.

Is routine procaine spirit application necessary in the care of episiotomy wound?

BACKGROUND: A randomised controlled trial to investigate the usefulness of local application of procaine spirit versus cleansing with water for care of episiotomy wound after normal vaginal delivery was conducted in 100 women. PATIENTS: Fifty women entered the study arm and 50 entered the control arm of the study. Women in the two arms were similar in their demographic and obstetric characteristics. RESULTS: The pain scores on a verbal analogue scale was highest (score = 2.5) on Day 1 of the delivery. This was the same in women in both arms. The number of paracetamol tablets consumed was also low and was similar in both groups of women. By the fourteenth day of delivery, all the women were pain-free and the wound had healed well. It was noted that all the women maintained a high standard of perineal hygiene with a mean of 5 washes a day. CONCLUSION: It is concluded that in a woman with normal vaginal delivery, local application of procaine spirit is unnecessary in the care of a routine episiotomy wound.

Herpes zoster: risk categories for persistent pain.

Acute neuritis and persistent pain are the most significant clinical manifestations of herpes zoster and are end points for clinical trials therapy. In an acyclovir and prednisone study, patients were categorized according to pain severity and number of lesions at presentation. Risk categories were defined according to the magnitude of risk ratios (RRs) and a comparison of Kaplan-Meier survival estimates. For acute neuritis and zoster-associated pain, RRs defined rate of resolution. Patients who presented with severe or incapacitating pain and a large number of lesions were less likely to achieve resolution of both acute neuritis and zoster-associated pain (RR, 18.0; 95% confidence interval [CI], 6. 6-48.6, and RR, 5.3; 95% CI, 4.2-17.2, respectively). These analyses identify the subgroups of patients for whom aggressive interventions are most strongly indicated.

Clinical outcomes of localized melanoma of the foot: a case-control study.

The controversy over whether melanoma of the foot has a poorer prognosis than melanoma of the leg remains unresolved. This investigation used a case-control design to address this issue. This design consisted of a survival analysis of 119 cases with localized melanoma of the foot and 238 controls with localized melanoma of the leg that were matched on prognostic factors including tumor thickness, ulceration, surgical treatment, gender, year of diagnosis, and age. There was a statistically significant difference between the survival rates of cases and controls. The 5-year survival rate for cases was 74.3% compared to 85.2% for controls. At 10 years, the survival rate was 63.6% for cases and 77.2% for controls. Cases experienced a higher percentage of distant recurrences than controls. These results imply that patients with melanoma of the foot have a poorer survival than patients with melanoma of the leg after controlling for prognostic factors.

Socioeconomic characteristics and melanoma incidence.

PURPOSE: This investigation examines the relationship between socioeconomic status (SES) and melanoma incidence in counties included in the Surveillance, Epidemiology, and End Results Registry (SEER) in the United States from 1973 to 1993. METHODS: Cases included whites, aged at least 15 years, with a morphologic diagnosis of malignant melanoma, residing in one of 199 counties at the time of diagnosis. County level measures of SES including median household income, percentage of high school graduates, and percentage of families below poverty were abstracted from the 1950, 1960, 1970, 1980, and 1990 U.S. Census data. The relationship between SES factors and melanoma rates was examined by hierarchical Poisson regression. RESULTS: The percentage of high school graduates was significantly and positively associated with the incidence of melanoma (relative risk (RR), 1.28; 95% confidence interval (CI), 1.21-1.35), after controlling for age at diagnosis, gender, time period, latitude, and percentage of Hispanics in the county. Percentage of families below poverty was significantly inversely associated with the incidence of melanoma (RR, 0.66; 95% CI, 0.55-0.78). When education and poverty were included in the same model, both the positive effects of education (RR, 1.23; 95% CI, 1.16-1.31) and the negative effects of poverty (RR, 0.85; 95% CI, 0.74-0.98) persisted. In contrast, median household income was not associated with melanoma incidence in a similar multivariable model (RR, 1.00; 95% CI, 0.99-1.00). CONCLUSION: Whether the effect of education on incidence of melanoma reflects lifestyle behaviors that modify exposure to sunlight or some other factor remains unclear. Nonetheless, the findings of this study suggest that the determinant is primarily related to education, not income.