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Słowińska M, Czarnecka I, Czarnecki R, Tatara P, Nasierowska-Guttmejer A, Lorent M, Kania J, Owczarek W. Characteristics of patients with melanoma with non‑melanoma skin cancer comorbidity: Practical implications based on a retrospective study. Oncol Lett 2025; 29:214. [PMID: 40093867 PMCID: PMC11905216 DOI: 10.3892/ol.2025.14960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 01/31/2025] [Indexed: 03/19/2025] Open
Abstract
The co-occurrence of melanoma and non-melanoma skin cancer (NMSC) can lead to increased morbidity. However, there has been limited research into the dermoscopic characteristics of melanomas and clinical factors during co-occurrence. A total of 264 patients with melanoma, including 63 with NMSC comorbidity, were enrolled in the present study to retrospectively analyse the coexistence of melanoma morphology, as determined by dermoscopic examination, pathological report, tumour location and clinically manifested risk factors. The frequency of solar lentiginosis (SL) was compared between 264 patients with melanoma and 233 patients with NMSC without melanoma. In 83.4% of cases, skin cancer occurred before or concomitantly with the melanoma. The leading indicators of comorbidity were age (median 70 years; P<0.0001) and SL on the trunk and arms (P<0.0001). Melanomas in patients with NMSC comorbidity were significantly more frequently located on the head and neck [P<0.001; Bonferroni adjusted P-value (P-adj.)<0.01], then on the trunk, but less frequently occurred on the lower limbs (P<0.05). The dermoscopic multicomponent asymmetric pattern was the predominant pattern in both groups. The most characteristic pattern in the NMSC group was facial melanoma (P<0.005; P-adj.<0.05); the spitzoid pattern (P<0.001; P-adj.<0.01) was rare. Dermoscopic regression was more common (P<0.001) in the NMSC group. Regression and the number of nevi were independent of age. Differences in the incidence of SL were evaluated based on the presence of melanoma (P<0.01) and in patients without melanoma based on the presence of squamous cell carcinoma (SCC; P<0.01), multiple basal cell carcinoma (P<0.0001) and multiple SCC (P<0.005). Patients with melanoma were 10 years younger on average compared with patients with NMSC (P<0.0001). The differentiation factors identified in the present study may improve the precision of dermoscopic examinations and potentially lead to modifications in the diagnostic workflow for patients with multiple NMSCs with comorbid melanoma.
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Affiliation(s)
- Monika Słowińska
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
- Evimed Medical Centre Ltd., 02-625 Warsaw, Poland
| | - Iwona Czarnecka
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | - Robert Czarnecki
- Department of Cardiology, St. Elizabeth Hospital, LUX MED Oncology LLC, 02-616 Warsaw, Poland
| | - Paulina Tatara
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | | | - Małgorzata Lorent
- Department of Pathology, National Research Institute of Tuberculosis and Lung Diseases, 01-138 Warsaw, Poland
| | - Joanna Kania
- Department of Patomorphology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
| | - Witold Owczarek
- Department of Dermatology, Military Institute of Medicine-National Research Institute, Central Clinical Hospital Ministry of Defence, 04-141 Warsaw, Poland
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Nevakivi R, Siiskonen H, Haimakainen S, Harvima IT. Spectrum of malignant and premalignant skin lesions in 505 adult subjects at risk of skin cancers. BMC Cancer 2024; 24:338. [PMID: 38486210 PMCID: PMC10938716 DOI: 10.1186/s12885-024-12035-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 02/21/2024] [Indexed: 03/18/2024] Open
Abstract
Patients at risk of skin cancers can develop varying types of cutaneous malignancies. However, some subjects may develop only one type of lesion. In this cross-sectional study, the spectrum of premalignant (PM) and malignant skin lesions and their risk factors were studied. Therefore, 505 adult subjects (aged 21-79 years, 256 males and 249 females, 96 with immunosuppression) at risk of any type of skin cancer were examined for cutaneous malignancies, nevi, actinic keratoses, photodamage, and possible risk factors. First, 12 different groups were identified with a varying set of PM and/or malignant skin lesions. Next, 5 larger groups were formed from them: basal cell carcinoma (BCC) only, malignant melanoma (MM) only, squamous cell carcinoma (SCC) and/or PM, BCC + SCC and/or PM, and MM + keratinocyte carcinoma (KC) and/or PM. The groups with BCC or MM only were younger and showed less photodamage than the mixed groups, while SCC/PM showed similarity with them. In logistic regression analyses, the platelet-to-lymphocyte ratio was associated with an increased risk of concomitant KC (OR 1.028, p = 0.023) or SCC/PM (OR 1.009, p = 0.047) in subjects with MM or BCC, respectively. Actinic keratoses produced ORs 0.246-0.252 (p = 0.008-0.020) for BCC in subjects with SCC/PM. Interestingly, atypical mole syndrome decreased the risk of SCC/PM in subjects with BCC (OR 0.092, p = 0.001). Advanced age was a significant risk factor for an additional type of lesion in all 3 comparisons (ORs 1.088-1.388, p = 0.001). In conclusion, even though there are numerous patients with only one lesion type, advancing age may determine the final lesion multiplicity.
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Affiliation(s)
- Reetta Nevakivi
- Department of Dermatology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland, POB 100, 70029.
| | - Hanna Siiskonen
- Department of Dermatology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland, POB 100, 70029
| | - Salla Haimakainen
- Department of Dermatology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland, POB 100, 70029
| | - Ilkka T Harvima
- Department of Dermatology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland, POB 100, 70029
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Gironi LC, Esposto E, Zottarelli F, Giorgione R, Farinelli P, Zavattaro E, Cammarata E, Di Cristo N, Ogliara P, Camillo L, Giordano M, Mellone S, Pasini B, Ambrosi A, Savoia P. Temporal correlation between the first melanoma and the first noncutaneous tumor in CKDN2A genotyped patients. Melanoma Res 2023; 33:425-430. [PMID: 37352544 DOI: 10.1097/cmr.0000000000000906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2023]
Abstract
CDKN2A pathogenic variants are well known to be associated with cutaneous melanoma and noncutaneous tumors (NCTs). Herein, we investigated the temporal correlation between the first cutaneous melanoma and NCT both in CDKN2A mutation carriers (MUT) and in wild-type melanoma patients, a poorly explored issue to date. Two hundred forty-five cutaneous melanoma patients were genotyped for the CDKN2A gene and divided into 51 MUT and 189 wild-type; the remaining five variant carriers were excluded from the analyses. MUT developed a significantly higher number of cutaneous melanoma than wild-type, while 13.7% in both genotyped groups received a diagnosis of at least one malignant NCT, without statistically significant differences. The onset of the first cutaneous melanoma preceded that of the first malignant or benign NCT in both MUT and wild-type patients by an average of 4.5 and 3.02 years, respectively. Considering only malignant tumors, the diagnosis of melanoma preceded that of the first NCT on an average of 8 and 4.34 years, in MUT and wild-type patients respectively. We emphasize the relevance to adopt a global vision for the primary and secondary surveillance of patients affected by cutaneous melanoma, not only limited to high-risk for multiple primary skin cancers but also to NCT that may develop several years after the diagnosis of the first cutaneous melanoma.
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Affiliation(s)
| | | | | | | | | | - Elisa Zavattaro
- Department of Health Sciences, University of Eastern Piedmont, Novara
| | | | - Nunzia Di Cristo
- Department of Health Sciences, University of Eastern Piedmont, Novara
| | - Paola Ogliara
- Department of Medical Sciences, University of Turin, Turin
| | - Lara Camillo
- Department of Health Sciences, University of Eastern Piedmont, Novara
| | - Mara Giordano
- Department of Health Sciences, University of Eastern Piedmont, Novara
- SCDU of Clinical Biochemistry, Laboratory of Genetics, AOU Maggiore della Carità, Novara
| | - Simona Mellone
- SCDU of Clinical Biochemistry, Laboratory of Genetics, AOU Maggiore della Carità, Novara
| | - Barbara Pasini
- Department of Medical Sciences, University of Turin, Turin
| | - Alessandro Ambrosi
- Faculty of Medicine and Surgery, Vita-Salute San Raffaele University, Milan, Italy
| | - Paola Savoia
- Department of Health Sciences, University of Eastern Piedmont, Novara
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Influence of the Exposome on Skin Cancer. ACTAS DERMO-SIFILIOGRAFICAS 2020; 111:460-470. [PMID: 32507282 DOI: 10.1016/j.ad.2020.04.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 04/01/2020] [Accepted: 04/05/2020] [Indexed: 12/11/2022] Open
Abstract
Skin cancer is the most frequent type of cancer in humans. While exposure to solar radiation is the most widely known and relevant causal factor, the different degrees of individual risk have not been fully elucidated. Epidemiological studies show how the risk of skin cancer is affected by other types of radiation (eg, ionizing radiation), pesticides, particulate matter in air pollution, toxins (eg, arsenic) in water and some foods. Some living entities, such as polyomavirus and human papillomavirus, can also cause specific types of cancer. Lastly, lifestyle factors such as stress, sleep, and exercise may play a role, although only a few studies shed light on these factors. The abovementioned factors make up the exposome of skin cancer, that is, the set of environmental exposures that, together with the genome and microbiome, determine the onset of disease.
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Acharya P, Mathur M. Prostate cancer risk in patients with melanoma: A systematic review and meta‐analysis. Cancer Med 2020; 9:3604-3612. [PMID: 32175697 PMCID: PMC7221441 DOI: 10.1002/cam4.2995] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 02/29/2020] [Accepted: 03/01/2020] [Indexed: 12/24/2022] Open
Affiliation(s)
- Prakash Acharya
- Department of Dermatology College of Medical Sciences Bharatpur Nepal
| | - Mahesh Mathur
- Department of Dermatology College of Medical Sciences Bharatpur Nepal
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Vakharia PP, Kelm RC, Orrell KA, Patel KR, Singam V, Ali Y, Rastogi S, Yousif R, Rangel SM, West DP, Nardone B. Risks for noncutaneous second primary malignancy in cutaneous malignant melanoma survivors: an analysis of data from the Surveillance, Epidemiology, and End Results (SEER) program. Int J Dermatol 2020; 59:463-468. [DOI: 10.1111/ijd.14781] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 11/26/2019] [Accepted: 12/23/2019] [Indexed: 12/19/2022]
Affiliation(s)
- Paras P. Vakharia
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
- Department of Dermatology University of Texas Southwestern Dallas TX USA
| | - Ryan C. Kelm
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Kelsey A. Orrell
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Kevin R. Patel
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Vivek Singam
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Yasmeen Ali
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Supriya Rastogi
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Rame Yousif
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Stephanie M. Rangel
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Dennis P. West
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
- Robert H. Lurie Comprehensive Cancer Center Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Beatrice Nardone
- Department of Dermatology Northwestern University Feinberg School of Medicine Chicago IL USA
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Xiao W, Yin A. LINC0638 lncRNA is involved in the local recurrence of melanoma following surgical resection. Oncol Lett 2019; 18:101-108. [PMID: 31289478 PMCID: PMC6540316 DOI: 10.3892/ol.2019.10322] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 02/08/2019] [Indexed: 12/11/2022] Open
Abstract
Melanoma is a rare malignancy in China and the treatment outcomes are generally satisfactory. However, postoperative recurrence can be life-threatening. The current study aimed to investigate the involvement of long intergenic non-protein coding RNA 1638 (LINC01638) long non-coding RNA (lncRNA) in the recurrence of melanoma. Expression of LINC01638 lncRNA in skin biopsies and plasma of patients with melanoma, patients with benign skin lesions and healthy controls was detected by reverse transcription-quantitative polymerase chain reaction. Diagnostic values of LINC01638 lncRNA for melanoma were analyzed by receiver operating characteristic curve analysis. The association between LINC01638 lncRNA and clinicopathological data of patients with melanoma was analyzed by χ2 test. All patients were followed up for five years to record recurrence. LINC01638 lncRNA expression vectors and shRNAs were transfected into human melanoma cell lines and the effects of LINC01638 lncRNA overexpression and knockdown on cell proliferation were analyzed by cell counting kit-8 assay. LINC01638 lncRNA was significantly upregulated in patients with melanoma compared with the other two groups of patients, and upregulation of LINC01638 lncRNA distinguished patients with melanoma from patients with benign skin lesions and healthy controls. LINC01638 lncRNA expression was significantly associated with tumor size but not with other patient clinical data. Plasma levels of LINC01638 lncRNA were further increased during follow-up in patients with local recurrence but not in patients without recurrence. LINC01638 lncRNA overexpression promoted, while knockdown inhibited proliferation of cells of melanoma cell lines, C32 and SK-MEL-28, in vitro. The upregulation of LINC01638 lncRNA was likely associated with the local recurrence of melanoma following surgical resection.
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Affiliation(s)
- Weirong Xiao
- Department of Dermatology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan 410000, P.R. China
| | - Aiwan Yin
- Department of Traditional Chinese Medicine, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, Hunan 410000, P.R. China
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Steglich RB, Coelho KMDPA, Cardoso S, Gaertner MHDCN, Cestari TF, Franco SC. Epidemiological and histopathological aspects of primary cutaneous melanoma in residents of Joinville, 2003-2014. An Bras Dermatol 2018; 93:45-53. [PMID: 29641696 PMCID: PMC5871361 DOI: 10.1590/abd1806-4841.20185497] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 10/06/2016] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND The worldwide incidence of cutaneous melanoma (CM) has been continuously increasing over the last decades. Primary and secondary prevention, with attention to risk factors and early diagnosis, remain the cornerstone for reducing the burden of cutaneous melanoma. Detailed information with respect to clinical and pathological data on cutaneous melanoma is scarce in Brazil. OBJECTIVE The purpose of our study was to analyze epidemiological and pathological characteristics of primary cutaneous melanoma in Joinville, southern Brazil. METHODS Observational, cross-sectional, retrospective study in which 893 reports of primary cutaneous melanoma from the local population were analyzed in the period 2003-2014. The study was approved by the local Ethics and Research Committee. RESULTS We observed a female predominance of cutaneous melanoma (56.3%). The age standardized incidence rate of primary cutaneous melanoma for the world population in the period 2003-06 was 11.8 per 100,000 population (CI 95%, 10.3-13.4), and 17.5 (CI 95%, 15.7-19.3) in 2011-14, revealing a significant increase of 48.3% (p < 0,05). Six and a half percent of patients had multiple cutaneous melanomas (mean 2.2 years and a maximum of 10.0 years between diagnoses). We observed significant differences between the location head/neck and cutaneous melanoma in situ, lower limb with Breslow depth S III and upper limb with Breslow depth S I. The comparison of the characteristics of cutaneous melanoma in the elderly and non-elderly (< 60 years old) showed significant differences with respect to all the variables studied. STUDY LIMITATIONS Using secondary data source. CONCLUSION Joinville has high incidence coefficients for Brazilian standards, showing an increase in the incidence of cutaneous melanoma.
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Affiliation(s)
| | | | - Silvana Cardoso
- Academy of the Universidade da Região de Joinville
(UNIVILLE) - Joinville (SC), Brazil
| | | | - Tania Ferreira Cestari
- Dermatology Service at Universidade Federal do Rio Grande do Sul
(UFRGS) - Porto Alegre (RS), Brazil
| | - Selma Cristina Franco
- Public Health Division of the Universidade da Região de
Joinville (UNIVILLE) - Joinville (SC), Brazil
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Li YL, Wei F, Li YP, Zhang LH, Bai YZ. A case-control study on association of nucleotide excision repair polymorphisms and its interaction with environment factors with the susceptibility to non-melanoma skin cancer. Oncotarget 2017; 8:80994-81000. [PMID: 29113361 PMCID: PMC5655256 DOI: 10.18632/oncotarget.20942] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 07/19/2017] [Indexed: 12/24/2022] Open
Abstract
Aims To investigate the association of several single nucleotide polymorphisms (SNPs) within nucleotide excision repair (NER) gene and additional gene- gene and gene- smoking interaction with non-melanoma skin cancer (NMSC) risk in a Chinese population. Methods A total of 1322 participants (939 males, 383 females) were selected, including 660 NMSC patients and 662 control participants. Generalized multifactor dimensionality reduction (GMDR) was used to screen the best interaction combination among SNPs and smoking. Logistic regression was performed to investigate association between 4 SNPs within NER gene, additional gene- gene and gene- smoking interaction on NMSC risk. Results NMSC risk was significantly higher in carriers with G allele of rs2228527 than those with AA genotype (AG + GG versus AA), adjusted OR (95%CI) =1.76 (1.24-2.37), and higher in carriers with the G allele of rs2228529 than those with AA genotype (AG + GG versus AA), adjusted OR (95%CI) = 1.66 (1.24-2.13). However, we did not find any direct association of the rs4134822 and rs1799793 with NMSC risk after covariates adjustment. GMDR model indicated a significant interaction combination (p=0.0010), including rs2228529 and current smoking. Overall, the cross-validation consistency of this model was 9/ 10, and the testing accuracy was 60.72%. Current smokers with rs2228529- GA or GG genotype have the highest NMSC risk, compared to never- smokers with rs2228529- AA genotype, OR (95%CI) = 2.92 (1.61-4.29). Conclusions We found that the G allele of rs2228527 and the G allele of rs2228529 within NER gene, interaction between rs2228529 and current smoking were all associated with increased NMSC risk.
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Affiliation(s)
- Yan-Ling Li
- Department of Dermatology, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, Hebei, People's Republic of China
| | - Feng Wei
- Department of Dermatology, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, Hebei, People's Republic of China
| | - Yu-Ping Li
- Department of Dermatology, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, Hebei, People's Republic of China
| | - Li-Hua Zhang
- Department of Dermatology, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, Hebei, People's Republic of China
| | - Yan-Zhi Bai
- Department of Dermatology, The Second Hospital of Hebei Medical University, Shijiazhuang 050000, Hebei, People's Republic of China
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Gharibvand L, Lawrence Beeson W, Shavlik D, Knutsen R, Ghamsary M, Soret S, Knutsen SF. The association between ambient fine particulate matter and incident adenocarcinoma subtype of lung cancer. Environ Health 2017; 16:71. [PMID: 28646928 PMCID: PMC5483320 DOI: 10.1186/s12940-017-0268-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 06/06/2017] [Indexed: 05/30/2023]
Abstract
BACKGROUND Adenocarcinoma (AC) is the most common lung cancer among non-smokers, but few studies have assessed the effect of PM2.5 on AC among never smokers. The purpose of this study was to assess the association between ambient PM2.5 and incident lung AC in the Adventist Health and Smog Study-2 (AHSMOG-2), a cohort of 80,044 non-smokers (81% never smokers) followed for 7.5 years (597,177 person-years) (2002-2011). METHODS Incident lung AC was identified through linkage with U.S. state cancer registries. Ambient PM2.5 levels at subjects' residences were estimated for the years 2000 and 2001, immediately prior to study start. RESULTS A total of 164 incident lung AC occurred during follow-up. Each 10 μg/m3 increment in PM2.5 was associated with an increase in the hazard rate of lung AC [HR = 1.31 (95% confidence interval (CI) 0.87-1.97)] in the single-pollutant model. Excluding those with prevalent non-melanoma skin cancer (NMSC) strengthened the association with lung AC (HR = 1.62 (95% CI, 1.11-2.36) for each 10 μg/m3 PM2.5 increment. Also, limiting the analyses to subjects who spent more than 1 h/day outdoors, increased the estimate (HR = 1.55, 95% CI: 1.05, 2.30). CONCLUSIONS Increased risk of AC was observed for each 10 μg/m3 increment in ambient PM2.5 concentrations. The risk was higher among those without prevalent NMSC and those who spent more than 1 h/day outdoors.
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Affiliation(s)
- Lida Gharibvand
- School of Allied Health Professions, Loma Linda University, Loma Linda, CA USA
| | - W. Lawrence Beeson
- Center for Nutrition, Healthy Lifestyle, and Disease Prevention, School of Public Health, Loma Linda University, Loma Linda, CA USA
- Adventist Health Study-2, School of Public Health, Loma Linda University, Loma Linda, CA USA
| | - David Shavlik
- Center for Community Resilience, School of Public Health, Loma Linda University, Loma Linda, CA USA
| | - Raymond Knutsen
- Center for Nutrition, Healthy Lifestyle, and Disease Prevention, School of Public Health, Loma Linda University, Loma Linda, CA USA
- Adventist Health Study-2, School of Public Health, Loma Linda University, Loma Linda, CA USA
| | - Mark Ghamsary
- Center for Nutrition, Healthy Lifestyle, and Disease Prevention, School of Public Health, Loma Linda University, Loma Linda, CA USA
| | - Samuel Soret
- Center for Community Resilience, School of Public Health, Loma Linda University, Loma Linda, CA USA
| | - Synnove F. Knutsen
- Center for Nutrition, Healthy Lifestyle, and Disease Prevention, School of Public Health, Loma Linda University, Loma Linda, CA USA
- Adventist Health Study-2, School of Public Health, Loma Linda University, Loma Linda, CA USA
- Loma Linda University School of Public Health, 24951 North Circle Drive, Nichol Hall 2005, Loma Linda, CA 92350 USA
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