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1.
JAMA Dermatol ; 154(11): 1272-1280, 2018 11 01.
Article in English | MEDLINE | ID: mdl-30208471

ABSTRACT

Importance: Nevi are a risk factor for melanoma and other forms of skin cancer, and many of the same factors confer risk for both. Understanding childhood nevus development may provide clues to possible causes and prevention of melanoma. Objectives: To describe nevus acquisition from the ages of 3 to 16 years among white youths and evaluate variation by sex, Hispanic ethnicity, and body sites that are chronically vs intermittently exposed to the sun. Design, Setting, and Participants: This annual longitudinal observational cohort study of nevus development was conducted between June 1, 2001, and October 31, 2014, among 1085 Colorado youths. Data analysis was conducted between February 1, 2015, and August 31, 2017. Main Outcomes and Measures: Total nevus counts on all body sites and on sites chronically and intermittently exposed to the sun separately. Results: A total of 557 girls and 528 boys (150 [13.8%] Hispanic participants) born in 1998 were included in this study. Median total body nevus counts increased linearly among non-Hispanic white boys and girls between the age of 3 years (boys, 6.31; 95% CI, 5.66-7.03; and girls, 6.61; 95% CI, 5.96-7.33) and the age of 16 years (boys, 81.30; 95% CI, 75.95-87.03; and girls, 77.58; 95% CI, 72.68-82.81). Median total body nevus counts were lower among Hispanic white children (boys aged 16 years, 51.45; 95% CI, 44.01-60.15; and girls aged 16 years, 53.75; 95% CI, 45.40-63.62) compared with non-Hispanic white children, but they followed a largely linear trend that varied by sex. Nevus counts on body sites chronically exposed to the sun increased over time but leveled off by the age of 16 years. Nevus counts on sites intermittently exposed to the sun followed a strong linear pattern through the age of 16 years. Hispanic white boys and girls had similar nevus counts on sites intermittently exposed to the sun through the age of 10 years, but increases thereafter were steeper for girls, with nevus counts surpassing those of boys aged 11 to 16 years. Conclusions and Relevance: Youths are at risk for nevus development beginning in early childhood and continuing through midadolescence. Patterns of nevus acquisition differ between boys and girls, Hispanic and non-Hispanic white youths, and body sites that are chronically exposed to the sun and body sites that are intermittently exposed to the sun. Exposure to UV light during this period should be reduced, particularly on body sites intermittently exposed to the sun, where nevi accumulate through midadolescence in all children. Increased attention to sun protection appears to be merited for boys, in general, because they accumulated more nevi overall, and for girls, specifically, during the adolescent years.


Subject(s)
Ethnicity , Nevus/ethnology , Program Evaluation , Skin Neoplasms/ethnology , Sunburn/prevention & control , Ultraviolet Rays/adverse effects , Child , Child, Preschool , Cohort Studies , Colorado/epidemiology , Female , Follow-Up Studies , Humans , Incidence , Male , Nevus/etiology , Retrospective Studies , Risk Factors , Skin Neoplasms/etiology , Sunburn/complications
2.
Cancer Epidemiol Biomarkers Prev ; 23(12): 2829-39, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25410285

ABSTRACT

BACKGROUND: Melanocytic nevi (moles) and freckles are well known biomarkers of melanoma risk, and they are influenced by similar UV light exposures and genetic susceptibilities to those that increase melanoma risk. Nevertheless, the selective interactions between UV exposures and nevus and freckling genes remain largely undescribed. METHODS: We conducted a longitudinal study from ages 6 through 10 years in 477 Colorado children who had annual information collected for sun exposure, sun protection behaviors, and full body skin exams. MC1R and HERC2/OCA2 rs12913832 were genotyped and linear mixed models were used to identify main and interaction effects. RESULTS: All measures of sun exposure (chronic, sunburns, and waterside vacations) contributed to total nevus counts, and cumulative chronic exposure acted as the major driver of nevus development. Waterside vacations strongly increased total nevus counts in children with rs12913832 blue eye color alleles and facial freckling scores in those with MC1R red hair color variants. Sunburns increased the numbers of larger nevi (≥2 mm) in subjects with certain MC1R and rs12913832 genotypes. CONCLUSIONS: Complex interactions between different UV exposure profiles and genotype combinations determine nevus numbers and size, and the degree of facial freckling. IMPACT: Our findings emphasize the importance of implementing sun-protective behavior in childhood regardless of genetic make-up, although children with particular genetic variants may benefit from specifically targeted preventive measures to counteract their inherent risk of melanoma. Moreover, we demonstrate, for the first time, that longitudinal studies are a highly powered tool to uncover new gene-environment interactions that increase cancer risk.


Subject(s)
Albinism, Oculocutaneous/genetics , Melanosis/genetics , Nevus, Pigmented/genetics , Receptor, Melanocortin, Type 1/genetics , Child , Cohort Studies , Female , Genotype , Humans , Male , Phenotype , Ultraviolet Rays
3.
Prev Chronic Dis ; 9: E143, 2012.
Article in English | MEDLINE | ID: mdl-22935145

ABSTRACT

INTRODUCTION: Sun exposure is a major risk factor for skin cancer, but without physical activity, children are at risk of childhood obesity. The objective of this study was to explore relationships between parental perceptions of skin cancer threat, sun protection behaviors, physical activity, and body mass index (BMI) in children. METHODS: This is a cross-sectional analysis nested within the Colorado Kids Sun Care Program sun safety intervention trial. In summer 2007, parent telephone interviews provided data on demographics, perceptions of skin cancer threat, sun protection behaviors, and physical activity. Physical examinations provided data on phenotype, freckling, and BMI. Data from 999 Colorado children born in 1998 were included in analysis. We used analysis of variance, Spearman's rho (ρ) correlation, and multivariable linear regression analysis to evaluate relationships with total amount of outdoor physical activity. RESULTS: After controlling for sex, race/ethnicity, skin color, and sun protection, regression analysis showed that each unit increase in perceived severity of nonmelanoma skin cancer was associated with a 30% increase in hours of outdoor physical activity (P = .005). Hours of outdoor physical activity were not related to perceived severity of melanoma or perceived susceptibility to skin cancer. BMI-for-age was not significantly correlated with perceptions of skin cancer threat, use of sun protection, or level of physical activity. CONCLUSION: The promotion of sun safety is not likely to inhibit physical activity. Skin cancer prevention programs should continue to promote midday sun avoidance and sun protection during outdoor activities.


Subject(s)
Motor Activity , Parents , Skin Neoplasms/psychology , Adult , Behavioral Risk Factor Surveillance System , Body Mass Index , Child , Cohort Studies , Colorado , Cross-Sectional Studies , Environmental Exposure/adverse effects , Female , Health Behavior/ethnology , Humans , Male , Nevus, Pigmented , Parents/psychology , Physical Examination , Recreation , Regression Analysis , Severity of Illness Index , Skin Neoplasms/complications , Skin Neoplasms/prevention & control , Skin Pigmentation , Social Class , Sunlight/adverse effects , Surveys and Questionnaires , Time Factors
4.
Am J Prev Med ; 43(4): 399-410, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22992358

ABSTRACT

BACKGROUND: Sun exposure, especially during childhood, is the most important preventable risk factor for skin cancer, yet few effective interventions to reduce exposure exist. PURPOSE: To test the effectiveness of a partially tailored mailed intervention based on the Precaution Adoption Process Model, delivered in the spring over 3 years to parents and children. DESIGN: RCT, with data collection through telephone interviews of parents and skin exams of children at baseline (Summer 2004) and annually (Summer 2005-2007). The control group received no intervention. SETTING/PARTICIPANTS: Families recruited in the Denver CO area, through private pediatric clinics, a large MCO, and community settings. Children born in 1998 were approximately 6 years of age at baseline; 867 children met inclusion criteria; analysis is reported for 677 white, non-Hispanic participants at highest risk for skin cancer. MAIN OUTCOME MEASURES: Primary outcomes were parent-reported child sun protection behaviors. Secondary outcomes included parents' risk perception, perceived effectiveness of and barriers to prevention behaviors, stage of change, reported sunburns, and observed tanning and nevus development. The longitudinal mixed-model analysis was conducted between 2008 and 2011. RESULTS: The intervention group reported more use of sunscreen, protective clothing, hats, shade-seeking, and midday sun avoidance; fewer sunburns; more awareness of the risk of skin cancer; higher perceived effectiveness of sun protection; higher stage of change; and lower perception of barriers to sun protection (all p<0.05). The intervention group had fewer nevi ≥2 mm in 1 year of the study, 2006 (p=0.03). No differences were found in tanning or nevi <2 mm. CONCLUSIONS: The level of behavior change associated with this single-modality intervention is not likely sufficient to reduce skin cancer risk. However, the intervention shows promise for inclusion in longer-term, multicomponent interventions that have sufficient intensity to affect skin cancer incidence.


Subject(s)
Health Behavior , Skin Neoplasms/prevention & control , Sunburn/prevention & control , Sunscreening Agents/administration & dosage , Child , Colorado , Female , Follow-Up Studies , Health Knowledge, Attitudes, Practice , Health Promotion/methods , Humans , Longitudinal Studies , Male , Nevus/epidemiology , Protective Clothing , Risk Factors , Single-Blind Method
5.
J Am Acad Dermatol ; 67(4): 587-97, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22406230

ABSTRACT

BACKGROUND: Ultraviolet (UV) photography has been used to motivate sun safety in behavioral interventions. The relationship between sun damage shown in UV photographs and melanoma risk has not been systematically investigated. OBJECTIVE: To examine the relationship between severity of sun damage in UV photographs and phenotypic melanoma risk factors in children. METHODS: UV, standard visible and cross-polarized photographs were recorded for 585 children. Computer software quantified sun damage. Full-body nevus counts, skin color by colorimetry, facial freckling, hair and eye color were collected in skin examinations. Demographic data were collected in telephone interviews of parents. RESULTS: Among 12-year-old children, sun damage shown in UV photographs correlated with phenotypic melanoma risk factors. Sun damage was greatest for children who were non-Hispanic white and those who had red hair, blue eyes, increased facial freckling, light skin and greater number of nevi (all P values < .001). Results were similar for standard visible and cross-polarized photographs. Freckling was the strongest predictor of sun damage in visible and UV photographs. All other phenotypic melanoma risk factors were also predictors for the UV photographs. LIMITATIONS: Differences in software algorithms used to score the photographs could produce different results. CONCLUSION: UV photographs portray more sun damage in children with higher risk for melanoma based on phenotype. Therefore sun protection interventions targeting those with greater sun damage on UV photographs will target those at higher melanoma risk. This study establishes reference ranges dermatologists can use to assess sun damage in their pediatric patients.


Subject(s)
Image Processing, Computer-Assisted/methods , Melanoma/epidemiology , Photography/methods , Skin Aging/pathology , Skin Neoplasms/epidemiology , Sunlight/adverse effects , Algorithms , Child , Cohort Studies , Face , Female , Humans , Male , Melanoma/pathology , Melanoma/prevention & control , Melanosis/epidemiology , Melanosis/pathology , Nevus/epidemiology , Nevus/pathology , Phenotype , Risk Factors , Severity of Illness Index , Skin Neoplasms/pathology , Skin Neoplasms/prevention & control , Skin Pigmentation , Software , Ultraviolet Rays/adverse effects
6.
J Am Acad Dermatol ; 63(3): 430-9, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20584558

ABSTRACT

BACKGROUND: It has been widely reported that individuals with a light phenotype (ie, light hair color, light base skin color, and propensity to burn) have more nevi and are at greater risk for developing skin cancer. No studies have systematically investigated how phenotypic traits may interact in relation to nevus development. OBJECTIVE: We sought to systematically examine whether any combinations of phenotype are associated with a greater or lesser risk for nevus development in white children. METHODS: In the summer of 2007, 654 children were examined to determine full body nevus counts, skin color by colorimetry, and hair and eye color by comparison with charts. Interviews of parents were conducted to capture sun sensitivity, sun exposure, and sun protection practices. RESULTS: Among 9-year-old children with sun sensitivity rating type II (painful burn/light tan), those with light hair had lower nevus counts than did those with dark hair (P value for interaction = .03). This relationship was independent of eye color, presence of freckling, sex, usual daily sun exposure, sunburn in 2004 to 2007, sun protection index, and waterside vacation sun exposure. The difference in nevus counts was further determined to be specific to small nevi (<2 mm) and nevi in intermittently exposed body sites. LIMITATIONS: Geographic and genetic differences in other study populations may produce different results. CONCLUSION: The standard acceptance that dark phenotype is a marker for low melanoma risk and light phenotype a marker for high risk may need to be reevaluated. In non-Hispanic white children, dark-haired individuals who burn readily and then tan slightly are more prone to nevus development, and may therefore be a previously underrecognized high-risk group for melanoma.


Subject(s)
Dermatitis, Photoallergic/genetics , Genetic Predisposition to Disease/epidemiology , Hair Color/genetics , Nevus, Pigmented/genetics , Sunburn/genetics , White People/genetics , Age Distribution , Child , Cohort Studies , Colorado/epidemiology , Dermatitis, Photoallergic/epidemiology , Female , Humans , Incidence , Male , Melanoma/genetics , Melanoma/prevention & control , Nevus, Pigmented/epidemiology , Phenotype , Risk Assessment , Sex Distribution , Skin Neoplasms/genetics , Skin Neoplasms/prevention & control , Sunburn/epidemiology , Sunburn/prevention & control , Sunlight/adverse effects
7.
Arch Dermatol ; 145(9): 989-96, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19770437

ABSTRACT

OBJECTIVE: To examine the relationship between tanning and nevus development in very-light-skinned children. DESIGN: Prospective cohort nested within a randomized controlled trial. Skin examinations in 3 consecutive years (2004, 2005, and 2006) included full-body counts of nevi, skin color and tanning measurement using colorimetry, and hair and eye color evaluation by comparison with charts. Telephone interviews of parents provided sun exposure, sun protection, and sunburn history. SETTING: Large managed-care organization and private pediatric offices in the Denver, Colorado, metropolitan area. PARTICIPANTS: A total of 131 very-light-skinned white children without red hair and 444 darker-skinned white children without red hair born in Colorado in 1998. MAIN OUTCOME MEASURES: Full-body nevus counts at ages 6 to 8 years. RESULTS: Among very-light-skinned white children, geometric mean numbers of nevi for minimally tanned children were 14.8 at age 6 years; 18.8 at age 7 years; and 22.3 at age 8 years. Mean numbers of nevi for tanned children were 21.2 at age 6 years; 27.9 at age 7 years; and 31.9 at age 8 years. Differences in nevus counts between untanned and tanned children were statistically significant at all ages (P < .05 for all comparisons). The relationship between tanning and number of nevi was independent of the child's hair and eye color, parent-reported sun exposure, and skin phototype. Among darker-skinned white children, there was no relationship between tanning and nevi. CONCLUSIONS: Very-light-skinned children who tan (based on objective measurement) develop more nevi than children who do not tan. These results suggest that light-skinned children who develop tans may be increasing their risk for developing melanoma later in life.


Subject(s)
Hair Color/radiation effects , Nevus/etiology , Skin Neoplasms/etiology , Skin Pigmentation/radiation effects , Ultraviolet Rays/adverse effects , Age Factors , Child , Colorado/epidemiology , Disease Progression , Follow-Up Studies , Humans , Neoplasms, Radiation-Induced/pathology , Nevus/epidemiology , Nevus/pathology , Prevalence , Prospective Studies , Risk Factors , Skin Neoplasms/epidemiology , Skin Neoplasms/pathology , Time Factors
8.
Arch Dermatol ; 145(2): 148-56, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19221259

ABSTRACT

OBJECTIVE: To describe the development of nevi from 3 to 8 years of age in a birth cohort of children in Colorado. DESIGN: Longitudinal observational study. SETTING: Large managed care organization and university and private primary care practices. PARTICIPANTS: Annual convenience samples of children born in 1998 (range, n = 137 to n = 870) (participation rates, 18.8%-76.0%). We recruited children through the managed care organization, private primary care practices, and community settings. MAIN OUTCOME MEASURES: Total whole body nevus counts, counts by nevus diameter (< 2, 2 to < 5, or > or = 5 mm), and counts for chronically and intermittently exposed body sites. RESULTS: Non-Hispanic white children had significantly more nevi than did other racial/ethnic groups and developed an average of 4 to 6 new nevi per year from 3 to 8 years of age. Non-Hispanic white boys had significantly more nevi than did girls beginning at 6 years of age (median, 21 [interquartile range, 28] vs 17 [17]; P = .002). This difference was due to nevi of less than 2 mm and nevi in chronically exposed body sites. Development of new nevi leveled off in chronically exposed body sites at 7 years of age and at a higher level for boys than girls. CONCLUSIONS: Children in Colorado developed more small nevi and fewer large nevi compared with children in other regions of the world, highlighting the importance of studying nevus development in various locations where sun exposure patterns and behavioral norms vary. The sex difference in nevus development could be owing to variation in sun exposure and/or a biological predisposition of boys to develop more nevi. Studies of nevus development can aid in the understanding of the complicated relationship between nevus development and malignant melanoma.


Subject(s)
Nevus, Pigmented/epidemiology , Nevus, Pigmented/pathology , Skin Neoplasms/epidemiology , Skin Neoplasms/pathology , Child , Child, Preschool , Colorado/epidemiology , Ethnicity/statistics & numerical data , Female , Humans , Indians, North American/statistics & numerical data , Longitudinal Studies , Male , Pigmentation , Risk Factors , White People/statistics & numerical data
9.
Cancer Epidemiol Biomarkers Prev ; 18(2): 454-63, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19190148

ABSTRACT

Nevi are a main risk factor for malignant melanoma, and most nevi develop in childhood. This study examined the relationship between vacations and nevi in 681 White children born in 1998 who were lifetime residents of Colorado. Vacation histories were assessed through telephone interviews of parents, whereas nevus and phenotypic characteristics were assessed through skin exams at age 7. Multiple linear and logistic regression were used to assess the influence of vacations on counts of nevi <2 mm in size and the presence of any nevi > or = 2 mm after controlling for other variables. Each waterside vacation > or = 1 year before the exam at age 7 was found to be associated with a 5% increase in nevi <2 mm. Waterside vacations <1 year before the skin exam were not related to nevus count (<2 mm); regardless of timeframe, waterside vacations were not related to the presence of nevi > or = 2 mm. UV dose received on waterside vacations, number of days spent on waterside vacations, and nonwaterside vacations were not significantly related to nevi <2 or > or = 2 mm. These results suggest that there is a lag of at least 1 year in the development of new nevi after vacation sun exposure. It appears that a threshold dose of UV exposure is received quickly on each waterside vacation. Parents of young children should exercise caution in selection of vacation locations to reduce melanoma risk.


Subject(s)
Fresh Water , Leisure Activities , Nevus, Pigmented/etiology , Skin Neoplasms/etiology , Ultraviolet Rays/adverse effects , Analysis of Variance , Child , Colorado/epidemiology , Female , Humans , Interviews as Topic , Male , Nevus, Pigmented/epidemiology , Phenotype , Physical Examination , Prevalence , Regression Analysis , Risk Factors , Skin Neoplasms/epidemiology , Sunburn/complications , Sunburn/epidemiology , White People
10.
Cancer Epidemiol Biomarkers Prev ; 16(10): 2136-43, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17932362

ABSTRACT

Sun exposure and high prevalence of melanocytic nevi are major risk factors for melanoma, but the relationship between them is not well understood. This study examines the relationship between sun exposure (detailed by anatomic location and history of site-specific sunburns) and the presence of melanocytic nevi on 743 White children in Denver, Colorado. Parental reports of site-specific sunburns were collected annually for 2 years starting at ages 5 to 6 years. In the third year, nevi were counted and mapped by anatomic location. Nevus density was higher for boys (36.0 nevi/m2) than for girls (31.0 nevi/m2; P = 0.04). Nevus density was highest on the face, neck, and lateral forearms and was significantly higher in chronically versus intermittently sun-exposed areas (P < 0.0001). Compared with girls, boys had higher nevus density on the face, neck, and trunk, and lower nevus density on the upper arms and thighs (P < 0.01). In 2 years of reports, most subjects (69%) received at least one sunburn. The face, shoulders, and back were the most frequently sunburned areas of the body. When adjusted for host factors, total number of sunburns was significantly associated with higher total nevus prevalence (P = 0.01 for one burn). Site-specific sunburns were significantly associated with nevus prevalence on the back (P = 0.03 for three or more sunburns), but not on the face, arms, or legs. In this high-risk population, there is evidence for two pathways to nevus accumulation: by chronic sun exposure and by intermittent exposure related to sunburns.


Subject(s)
Neoplasms, Radiation-Induced/epidemiology , Nevus, Pigmented/epidemiology , Skin Neoplasms/epidemiology , Sunlight/adverse effects , Child , Child, Preschool , Cohort Studies , Colorado , Cross-Sectional Studies , Female , Follow-Up Studies , Health Surveys , Humans , Male , Mass Screening/statistics & numerical data , Neoplasms, Radiation-Induced/etiology , Nevus, Pigmented/etiology , Risk Factors , Skin Neoplasms/etiology , Sunburn/epidemiology
11.
Prev Med ; 42(3): 162-70, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16376977

ABSTRACT

BACKGROUND: This study evaluated the behavioral impact of a skin cancer prevention program in which health care providers delivered advice and materials to parents of infants over a 3-year period from 1998 to 2001. METHODS: Fourteen offices of a large managed care organization in Colorado were randomly assigned to the intervention or control groups. 728 infants and their parents were recruited within 6 months of birth. At intervention offices, health care providers attended orientation sessions, prompts for delivering sun protection advice were placed in medical records, and parents received sun protection packets at each well-child visit between 2 and 36 months of age. RESULTS: Based on provider self-report and exit interviews of parents, providers in the intervention group delivered approximately twice as much sun protection advice as providers in the control group. Annual telephone interviews of parents indicated small but statistically significant differences in parent sun protection practices favoring the intervention. Skin exams revealed no significant differences in tanning, freckling, or number of nevi. Behavioral differences between groups appeared to grow over the 3 years of follow-up. CONCLUSIONS: This intervention strategy was successful in increasing the delivery of sun protection advice by health care providers and resulted in changes in parents' behaviors. While the behavioral effect was probably not strong enough to reduce risk for skin cancer, the effect may increase as children age and have more opportunities for overexposure to the sun.


Subject(s)
Child Welfare , Health Behavior , Health Education/methods , Parents/education , Skin Neoplasms/prevention & control , Sunlight/adverse effects , Adolescent , Adult , Child, Preschool , Colorado , Education, Medical, Continuing , Female , Health Maintenance Organizations , Humans , Infant , Interviews as Topic , Male , Pamphlets , Parents/psychology , Pediatrics/education , Pediatrics/methods , Physical Examination , Physician-Patient Relations , Skin Neoplasms/etiology , Sunburn/prevention & control
13.
Arch Dermatol ; 140(5): 577-80, 2004 May.
Article in English | MEDLINE | ID: mdl-15148102

ABSTRACT

BACKGROUND: The number of melanocytic nevi is the best single marker of increased melanoma risk. In a previous study, adults with severe eczema were reported to have significantly fewer nevi than adults without eczema. OBSERVATIONS: In a nested case-control design within a randomized, controlled interventional trial of additional sun protection vs standard care in 269 children, a history of eczema was reported by the parents of 44 (16%) of the children. More nevi were found in children with a parental report of previous eczema diagnosis than in children without reported eczema (median, 7.5 nevi vs 5.0 nevi; P =.01). Eczema diagnosis was most significantly associated with more melanocytic nevi in children with lightly pigmented skin (8.5 nevi vs 6.0 nevi; P <.001). In multivariate logistical regression analysis, including assessment of hair color, sun protection practices, and study assignment (intervention vs standard care), eczema status remained significantly predictive of nevi number in children (P <.001). CONCLUSIONS: In contrast to a previous study that associated severe eczema with fewer nevi in adults, in the present study children with a reported history of eczema had more nevi than children without a reported history of eczema.


Subject(s)
Eczema/epidemiology , Nevus, Pigmented/epidemiology , Skin Neoplasms/epidemiology , Case-Control Studies , Child Welfare , Child, Preschool , Colorado/epidemiology , Eczema/complications , Female , Humans , Male , Medical Records , Nevus, Pigmented/complications , Retrospective Studies , Risk Factors , Skin Neoplasms/complications
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