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BACKGROUND: The role of germline genetic factors in determining survival from cutaneous melanoma (CM) is not well understood. OBJECTIVE: To perform a genome-wide association study (GWAS) meta-analysis of melanoma-specific survival (MSS), and test whether a CM-susceptibility polygenic risk score (PRS) is associated with MSS. METHODS: We conducted two Cox proportional-hazard GWAS of MSS using data from the Melanoma Institute Australia, a high ultraviolet (UV) radiation setting (MIA; 5,762 patients with melanoma; 800 melanoma deaths) and UK Biobank (UKB: 5,220 patients with melanoma; 241 melanoma deaths), and combined them in a fixed-effects meta-analysis. Significant (P < 5 × 10-8) results were investigated in the Leeds Melanoma Cohort (LMC; 1,947 patients with melanoma; 370 melanoma deaths). We also developed a CM-susceptibility PRS using a large independent GWAS meta-analysis (23,913 cases, 342,870 controls). The PRS was tested for an association with MSS in the MIA and UKB cohorts. RESULTS: Two loci were significantly associated with MSS in the meta-analysis of MIA and UKB with lead SNPs rs41309643 (G allele frequency 1.6%, HR = 2.09, 95%CI = 1.61-2.71, P = 2.08 × 10-8) on chromosome 1, and rs75682113 (C allele frequency 1.8%, HR = 2.38, 95%CI = 1.77-3.21, P = 1.07 × 10-8) on chromosome 7. While neither SNP replicated in the LMC, rs75682113 was significantly associated in the combined discovery and replication sets. After adjusting for age at diagnosis, sex and the first ten principal components, a one standard deviation increase in the CM-susceptibility PRS was associated with improved MSS in the discovery meta-analysis (HR = 0.88, 95% CI = 0.83-0.94, P = 6.93 × 10-5; I2 = 88%). However, this was only driven by the high UV setting cohort (MIA HR = 0.84, 95% CI = 0.78-0.90). CONCLUSION: We found two loci potentially associated with MSS. Increased genetic susceptibility to develop CM is associated with improved MSS in a high UV setting.
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Melanoma , Neoplasias Cutáneas , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Melanoma/genética , Polimorfismo de Nucleótido Simple/genética , Neoplasias Cutáneas/genética , Rayos Ultravioleta , Melanoma Cutáneo MalignoRESUMEN
With over 1.5 million new cases annually, skin cancers are the most commonly diagnosed group of cancers worldwide. Among these, melanoma and keratinocyte cancers (KC), comprising squamous cell carcinoma (SCC) and basal cell carcinoma (BCC), are predominant. Retinol, a vitamin A derivative, is essential in the regulation of growth and differentiation of epidermal cells. Moreover, retinol exhibits antioxidant properties, protecting the skin against ultra-violet (UV) radiation induced oxidative damage. Existing research on the impact of retinol on melanoma, SCC and BCC development shows mixed results. Several dietary intake studies have suggested that higher retinol levels reduce skin cancer risk, however, others have failed to find this association. We used two-sample Mendelian randomization (MR) to explore if there is a causal relationship between retinol and the risk of developing melanoma, SCC or BCC. Genetically predicted circulating retinol levels were obtained from a genome wide association study (GWAS) meta-analysis of the INTERVAL (N=11,132) and METSIM (N=6,136) cohorts. Melanoma (30,134 cases and 375,188 controls), SCC (10,557 cases and 537,850 controls) and BCC (36,479 cases and 540,185 controls) risks were derived from published GWAS meta-analyses. We conducted two MR approaches. In the first MR we used a single SNP (rs10882283) that is associated with the levels of Retinol Binding Protein 4 (RBP4) as an instrument variable (IV) for circulating retinol levels. In the second MR we used all independent genetic variants that were strongly associated (P < 5 × 10-8) with retinol levels as IVs. Odds ratios (OR) for skin cancer were calculated for a one standard deviation (SD) increase in genetically predicted retinol levels. The single IV approach revealed that retinol levels were not significantly associated with risk of melanoma (OR = 1.04 [95% confidence interval 0.83, 1.31], P = 0.72), SCC (OR = 1.15 [0.87, 1.51], P = 0.32) or BCC (OR = 1.06 [0.90, 1.23], P = 0.50). Similar null results were observed with the multiple IV approach for melanoma (OR = 1.03 [0.95, 1.11], P = 0.54), SCC (OR = 1.01 [0.91, 1.13], P = 0.83), and BCC (OR = 1.04 [0.96, 1.12], P = 0.38). In conclusion, we found no evidence that circulating retinol levels were causally associated with the development of melanoma, SCC and BCC.
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The relationship between body mass index (BMI) and melanoma and other skin cancers remains unclear. The objective of this study was to employ the Mendelian randomization (MR) approach to evaluate the effects of genetically predicted childhood adiposity on the risk of developing skin cancer later in life. Two-sample MR analyses were conducted using summary data from genome-wide association study (GWAS) meta-analyses of childhood BMI, melanoma, cutaneous squamous cell carcinoma (cSCC), and basal cell carcinoma (BCC). We used the inverse-variance-weighted (IVW) methods to obtain a pooled estimate across all genetic variants for childhood BMI. We performed multiple sensitivity analyses to evaluate the potential influence of various assumptions on our findings. We found no evidence that genetically predicted childhood BMI was associated with risks of developing melanoma, cSCC, or BCC in adulthood (OR, 95% CI: melanoma: 1.02 (0.93-1.13), cSCC 0.94 (0.79-1.11), BCC 0.97 (0.84-1.12)). Our findings do not support the conclusions from observational studies that childhood BMI is associated with increased risks of melanoma, cSCC, or BCC in adulthood. Intervening on childhood adiposity will not reduce the risk of common skin cancers later in life.
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Carcinoma Basocelular , Carcinoma de Células Escamosas , Melanoma , Obesidad Infantil , Neoplasias Cutáneas , Humanos , Niño , Neoplasias Cutáneas/epidemiología , Neoplasias Cutáneas/genética , Neoplasias Cutáneas/complicaciones , Melanoma/etiología , Melanoma/genética , Carcinoma de Células Escamosas/patología , Obesidad Infantil/complicaciones , Obesidad Infantil/genética , Estudio de Asociación del Genoma Completo , Carcinoma Basocelular/epidemiología , Carcinoma Basocelular/genética , Índice de Masa Corporal , Análisis de la Aleatorización Mendeliana , Predisposición Genética a la Enfermedad , Polimorfismo de Nucleótido SimpleRESUMEN
Skin aging is a natural process that occurs over time but can be accelerated by sun exposure. Measuring skin age in a large population can provide insight into the extent of skin damage from sun exposure and skin cancer risk. Understanding the genetics of skin aging, within and across sexes (males and females), could improve our understanding of the genetic drivers of both skin aging and skin cancer. We used UK Biobank data to examine the genetic overlap between perceived youthfulness and traits relevant to actinic photoaging. Our GWAS identified 22 genome-wide significant loci for women and 43 for men. The genetic correlation (rg) between perceived youthfulness in men and women was significantly less than unity (rg = 0.75, 95% confidence interval = 0.69-0.80), suggesting a gene-by-sex interaction. In women, perceived youthfulness was modestly correlated with keratinocyte cancer (rg = -0.19) and skin tanning (rg = 0.18). In men, perceived youthfulness was correlated with male-pattern baldness (rg = -0.23). This suggests that the genetic architecture of perceived youthfulness may differ between sexes, with genes influencing skin tanning and skin cancer susceptibility driving the difference in women, whereas genes influencing male-pattern baldness and other puberty-related traits drive the difference in men. We recommend that future genetic analysis of skin aging include a sex-stratified component.
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Estudio de Asociación del Genoma Completo , Envejecimiento de la Piel , Neoplasias Cutáneas , Humanos , Masculino , Femenino , Envejecimiento de la Piel/genética , Neoplasias Cutáneas/genética , Neoplasias Cutáneas/epidemiología , Neoplasias Cutáneas/etiología , Persona de Mediana Edad , Anciano , Factores Sexuales , Adulto , Reino Unido/epidemiologíaRESUMEN
Importance: It is unknown whether germline genetic factors influence in situ melanoma risk differently than invasive melanoma risk. Objective: To determine whether differences in risk of in situ melanoma and invasive melanoma are heritable. Design, Setting, and Participants: Three genome-wide association study meta-analyses were conducted of in situ melanoma vs controls, invasive melanoma vs controls, and in situ vs invasive melanoma (case-case) using 4 population-based genetic cohorts: the UK Biobank, the FinnGen cohort, the QSkin Sun and Health Study, and the Queensland Study of Melanoma: Environmental and Genetic Associations (Q-MEGA). Melanoma status was determined using International Statistical Classification of Diseases and Related Health Problems codes from cancer registry data. Data were collected from 1987 to 2022, and data were analyzed from September 2022 to June 2023. Exposure: In situ and invasive cutaneous melanoma. Main Outcomes and Measures: To test whether in situ and invasive melanoma have independent heritable components, genetic effect estimates were calculated for single-nucleotide variants (SNV; formerly single-nucleotide polymorphisms) throughout the genome for each melanoma. Then, SNV-based heritability was estimated, the genetic correlation between melanoma subtypes was assessed, and polygenic risk scores (PRS) were generated for in situ vs invasive status in Q-MEGA participants. Results: A total of 6 genome-wide significant loci associated with in situ melanoma and 18 loci with invasive melanoma were identified. A strong genetic correlation (genetic r = 0.96; 95% CI, 0.76-1.15) was observed between the 2 classifications. Notably, loci near IRF4, KLF4, and HULC had significantly larger effects for in situ melanoma compared with invasive melanoma, while MC1R had a significantly larger effect on invasive melanoma compared with in situ melanoma. Heritability estimates were consistent for both, with in situ melanoma heritability of 6.7% (95% CI, 4.1-9.3) and invasive melanoma heritability of 4.9% (95% CI, 2.8-7.2). Finally, a PRS, derived from comparing invasive melanoma with in situ melanoma genetic risk, was on average significantly higher in participants with invasive melanoma (odds ratio per 1-SD increase in PRS, 1.43; 95% CI, 1.16-1.77). Conclusions and Relevance: There is much shared genetic architecture between in situ melanoma and invasive melanoma. Despite indistinguishable heritability estimates between the melanoma classifications, PRS suggest germline genetics may influence whether a person gets in situ melanoma or invasive melanoma. PRS could potentially help stratify populations based on invasive melanoma risk, informing future screening programs without exacerbating the current burden of melanoma overdiagnosis.
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Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Melanoma , Invasividad Neoplásica , Neoplasias Cutáneas , Humanos , Mutación de Línea Germinal , Melanoma/genética , Melanoma/patología , Melanoma Cutáneo Maligno , Invasividad Neoplásica/genética , Invasividad Neoplásica/patología , Polimorfismo de Nucleótido Simple , Neoplasias Cutáneas/genética , Neoplasias Cutáneas/patologíaRESUMEN
Observational studies have suggested that smoking may increase the risk of cutaneous squamous cell carcinoma (cSCC) while decreasing the risks of basal cell carcinoma (BCC), and melanoma. However, it remains possible that confounding by other factors may explain these associations. The aim of this investigation was to use Mendelian randomization (MR) to test whether smoking is associated with skin cancer, independently of other factors. Two-sample MR analyses were conducted to determine the causal effect of smoking measures on skin cancer risk using genome-wide association study (GWAS) summary statistics. We used the inverse-variance-weighted estimator to derive separate risk estimates across genetic instruments for all smoking measures. A genetic predisposition to smoking initiation was associated with lower risks of all skin cancer types, although none of the effect estimates reached statistical significance (OR 95% CI BCC 0.91, 0.82-1.01; cSCC 0.82, 0.66-1.01; melanoma 0.91, 0.82-1.01). Results for other measures were similar to smoking initiation with the exception of smoking intensity which was associated with a significantly reduced risk of melanoma (OR 0.67, 95% CI 0.51-0.89). Our findings support the findings of observational studies linking smoking to lower risks of melanoma and BCC. However, we found no evidence that smoking is associated with an elevated risk of cSCC; indeed, our results are most consistent with a decreased risk, similar to BCC and melanoma.
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Carcinoma Basocelular , Carcinoma de Células Escamosas , Melanoma , Neoplasias Cutáneas , Humanos , Neoplasias Cutáneas/etiología , Neoplasias Cutáneas/genética , Carcinoma de Células Escamosas/patología , Fumar/efectos adversos , Estudio de Asociación del Genoma Completo , Carcinoma Basocelular/etiología , Carcinoma Basocelular/genética , Melanoma/etiología , Melanoma/genética , Análisis de la Aleatorización Mendeliana , Factores de Riesgo , Polimorfismo de Nucleótido SimpleRESUMEN
PURPOSE: Glaucoma, a major cause of irreversible blindness, is a highly heritable human disease. Currently, the majority of the risk genes for glaucoma are unknown. We established the Genetics of Glaucoma Study (GOGS) to identify disease genes and improve genetic prediction of glaucoma risk and response to treatment. PARTICIPANTS: More than 5700 participants with glaucoma or a family history of glaucoma were recruited through a media campaign and the Australian Government healthcare service provider, Services Australia, making GOGS one of the largest genetic studies of glaucoma globally. The mean age of the participants was 65.30±9.36 years, and 62% were female. Participants completed a questionnaire obtaining information about their glaucoma-related medical history such as family history, glaucoma status and subtypes, surgical procedures, and prescriptions. The questionnaire also obtained information about other eye and systemic diseases. Approximately 80% of the participants provided a DNA sample and ~70% consented to data linkage to their Australian Government Medicare and Pharmaceutical Benefits Scheme schedules. FINDINGS TO DATE: 4336 GOGS participants reported that an optometrist or ophthalmologist has diagnosed them with glaucoma and 3639 participants reported having a family history of glaucoma. The vast majority of the participants (N=4393) had used at least one glaucoma-related medication; latanoprost was the most commonly prescribed drug (54% of the participants who had a glaucoma prescription). A subset of the participants reported a surgical treatment for glaucoma including a laser surgery in 2008 participants and a non-laser operation in 803 participants. Several comorbid eye and systemic diseases were also observed; the most common reports were ocular hypertension (53% of the participants), cataract (48%), hypertension (40%), nearsightedness (31%), astigmatism (22%), farsightedness (16%), diabetes (12%), sleep apnoea (11%) and migraines (10%). FUTURE PLANS: GOGS will contribute to the global gene-mapping efforts as one of the largest genetic studies for glaucoma. We will also use GOGS to develop or validate genetic risk prediction models to stratify glaucoma risk, particularly in individuals with a family history of glaucoma, and to predict clinical outcomes (eg, which medication works better for an individual and whether glaucoma surgery is required). GOGS will also help us answer various research questions about genetic overlap and causal relationships between glaucoma and its comorbidities.
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Glaucoma , Hipertensión Ocular , Anciano , Humanos , Femenino , Persona de Mediana Edad , Masculino , Antihipertensivos/uso terapéutico , Australia/epidemiología , Programas Nacionales de Salud , Glaucoma/genética , Glaucoma/diagnóstico , Hipertensión Ocular/tratamiento farmacológico , Presión IntraocularRESUMEN
Male-pattern baldness (MPB) is related to dysregulation of androgens such as testosterone. A previously observed relationship between MPB and skin cancer may be due to greater exposure to ultraviolet radiation or indicate a role for androgenic pathways in the pathogenesis of skin cancers. We dissected this relationship via Mendelian randomization (MR) analyses, using genetic data from recent male-only meta-analyses of cutaneous melanoma (12,232 cases; 20,566 controls) and keratinocyte cancers (KCs) (up to 17,512 cases; >100,000 controls), followed by stratified MR analysis by body-sites. We found strong associations between MPB and the risk of KC, but not with androgens, and multivariable models revealed that this relationship was heavily confounded by MPB single nucleotide polymorphisms involved in pigmentation pathways. Site-stratified MR analyses revealed strong associations between MPB with head and neck squamous cell carcinoma and melanoma, suggesting that sun exposure on the scalp, rather than androgens, is the main driver. Men with less hair covering likely explains, at least in part, the higher incidence of melanoma in men residing in countries with high ambient UV.
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Melanoma , Neoplasias Cutáneas , Humanos , Masculino , Neoplasias Cutáneas/epidemiología , Neoplasias Cutáneas/genética , Testosterona , Melanoma/epidemiología , Melanoma/genética , Rayos Ultravioleta/efectos adversos , Alopecia , AndrógenosRESUMEN
Basal cell carcinoma and squamous cell carcinoma are the most common skin cancers, and have genetic overlap with melanoma, pigmentation traits, autoimmune diseases, and blood biochemistry biomarkers. In this multi-trait genetic analysis of over 300,000 participants from Europe, Australia and the United States, we reveal 78 risk loci for basal cell carcinoma (19 previously unknown and replicated) and 69 for squamous cell carcinoma (15 previously unknown and replicated). The previously unknown risk loci are implicated in cancer development and progression (e.g. CDKL1), pigmentation (e.g. TPCN2), cardiometabolic (e.g. FADS2), and immune-regulatory pathways for innate immunity (e.g. IFIH1), and HIV-1 viral load modulation (e.g. CCR5). We also report an optimised polygenic risk score for effective risk stratification for keratinocyte cancer in the Canadian Longitudinal Study of Aging (794 cases and 18139 controls), which could facilitate skin cancer surveillance e.g. in high risk subpopulations such as transplantees.
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Carcinoma Basocelular , Carcinoma de Células Escamosas , Neoplasias Cutáneas , Estados Unidos , Humanos , Estudios Longitudinales , Canadá , Carcinoma Basocelular/patología , Carcinoma de Células Escamosas/patología , Neoplasias Cutáneas/patología , Factores de RiesgoRESUMEN
BACKGROUND: Keratinocyte cancer is the commonest cancer, imposing a high economic burden on the health care system. Observational studies have shown mixed associations between polyunsaturated fatty acids (PUFA) and keratinocyte cancer, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC). We explored whether genetically predicted PUFA levels are associated with BCC and SCC risks. METHODS: We conducted a two-sample Mendelian randomization study using PUFA level genome-wide association studies (GWAS) from the Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium (n > 8,000), and the meta-analysis GWASs from UKB, 23andMe, and Qskin for BCC (n = 651,138) and SCC (n = 635,331) risk. RESULTS: One SD increase in genetically predicted levels of linoleic acid [OR = 0.94, 95% confidence interval (CI) = 0.91-0.97, P = 1.4 × 10-4] and alpha-linolenic acid (OR = 0.91, 95% CI = 0.86-0.96, P = 5.1 × 10-4) was associated with a reduced BCC risk, while arachidonic acid (OR = 1.04, 95% CI = 1.02-1.06, P = 3.2 × 10-4) and eicosapentaenoic acid (OR = 1.10, 95% CI = 1.04-1.16, P = 1.5 × 10-3) were associated with an increased BCC risk. CONCLUSIONS: Higher genetically predicted levels of linoleic acid and alpha-linolenic acid were associated with a reduced BCC risk, but arachidonic acid and eicosapentaenoic acid were associated with a higher BCC risk. IMPACT: PUFA-related diet and supplementation could influence BCC etiology.
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Ácidos Grasos Insaturados/sangre , Queratinocitos/patología , Análisis de la Aleatorización Mendeliana , Neoplasias Cutáneas/epidemiología , Neoplasias Cutáneas/genética , Adulto , Anciano , Australia/epidemiología , Biomarcadores de Tumor/sangre , Carcinoma Basocelular/epidemiología , Carcinoma Basocelular/genética , Carcinoma de Células Escamosas/epidemiología , Carcinoma de Células Escamosas/genética , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Factores de Riesgo , Reino Unido/epidemiologíaRESUMEN
Organ-transplant recipients have an elevated risk of keratinocyte cancers: basal cell carcinoma (BCC) and squamous cell carcinoma. We assessed whether polygenic risk scores (PRSs) generated in nontransplantees from the UK Biobank and 23andMe (13,981 squamous cell carcinoma, 33,736 BCC, and >560,000 controls) can predict keratinocyte cancer risk in an independent organ-transplant recipient cohort. After adjusting for traditional risk factors, compared with the bottom 20%, organ-transplant recipients in the top 20% PRS had an increased risk of BCC (OR = 3.25, 95% confidence interval = 1.44-7.31, P = 4.4 × 10-3) and squamous cell carcinoma (OR = 2.11, 95% confidence interval = 0.98-4.53, P = 0.055). For BCC, the top 20% PRS individuals had an absolute risk of 23%, whereas the risk in the bottom 20% was similar to that in the general nontransplantee population. Adding PRS to a model containing traditional skin cancer risk factors yielded a 3% increase in the area under the curve for receiver operating characteristic curve for BCC (0.73 vs. 0.70); adding the PRS did not significantly increase the area under the curve for receiver operating characteristic curve for squamous cell carcinoma. Organ-transplant recipients in the highest genetic risk quintile could benefit from more intense keratinocyte cancer screening and preventive strategies compared with their counterparts. The BCC PRS improves prediction over and above the traditional skin cancer risk factors by 3%.
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Biomarcadores de Tumor/genética , Carcinoma Basocelular/epidemiología , Carcinoma de Células Escamosas/epidemiología , Trasplante de Órganos/efectos adversos , Neoplasias Cutáneas/epidemiología , Carcinoma Basocelular/genética , Carcinoma de Células Escamosas/genética , Estudios de Casos y Controles , Conjuntos de Datos como Asunto , Femenino , Predisposición Genética a la Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Modelos Genéticos , Estudios Prospectivos , Medición de Riesgo/métodos , Medición de Riesgo/estadística & datos numéricos , Factores de Riesgo , Neoplasias Cutáneas/genética , Receptores de Trasplantes/estadística & datos numéricosRESUMEN
Background: Hepatitis B Virus (HBV) infection is an important occupational health risk among primary healthcare providers (PHCPs). However, there is limited evidence on whether PHCPs' level of knowledge and attitude can predict better HBV infection prevention practices. This study established the relationship between knowledge, attitude, and HBV infection prevention practices among PHCPs in Wakiso district, Central Uganda. Methods: A cross-sectional study design was used. Data were collected from 306 PHCPs, using a structured questionnaire. PHCPs were randomly selected from 55 healthcare facilities. STATA version 14.0 was used to analyse data. A 'modified Poisson' regression model was used for inferential statistics. Results: About 42.2% of PHCPs exhibited poor knowledge of HBV infection transmission and prevention, 41.8% had a negative attitude, and 41.5% exhibited poor prevention practices. Age (PR 1.82, 95% CI: 1.24-2.66) was positively associated with the level of knowledge. Healthcare facility level (PR 0.53, 95% CI: 0.34-0.84), main department of work (PR 0.69, 95% CI: 0.51-0.95), years in service (PR 0.66, 95% CI: 0.44-0.99), working in private not-for-profit healthcare facilities (PR 0.59, 95% CI: 0.34-0.99), and public healthcare facilities (PR 0.58, 95% CI: 0.42-0.80) were negatively associated with the level of knowledge. There was a negative association between the location of healthcare facility (PR 0.76, 95% CI: 0.62-0.93) and attitude, and a positive association between level of knowledge (PR 1.36, 95% 1.12-1.65) and attitude. Working in a public healthcare facility (PR 0.80, 95% CI: 0.64-0.99) was negatively associated with practices while having a positive attitude (PR 1.60, 95% CI: 1.28-1.99) predicted better HBV infection prevention practices. Conclusion: PHCPs who were more knowledgeable about HBV infection were more likely to have a positive attitude. In turn, having a positive attitude was associated with better HBV infection prevention practices. There is a need to sensitise PHCPs on HBV infection, and provision of screening and vaccination services in order to address the KAP gaps.
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Solid organ transplant recipients (SOTRs) have elevated risks for basal cell carcinoma (BCC) and squamous cell carcinoma (SCC), especially in high UVR environments. We assessed whether polygenic risk scores can improve the prediction of BCC and SCC risks and multiplicity over and above the traditional risk factors in SOTRs in a high UV setting. We built polygenic risk scores for BCC (n = 594,881) and SCC (n = 581,431) using UK Biobank and 23andMe datasets, validated them in the Australian QSkin Sun and Health Study cohort (n > 6,300), and applied them in SOTRs in the skin tumor in allograft recipients cohort from Queensland, Australia, a high UV environment. About half of the SOTRs with a high genetic risk developed BCC (absolute risk = 45.45%, 95% confidence interval = 33.14-58.19%) and SCC (absolute risk = 44.12%, 95% confidence interval = 32.08-56.68%). For both cancers, SOTRs in the top quintile were at >3-fold increased risk relative to those in the bottom quintile. The respective polygenic risk scores improved risk predictions by 2% for BCC (area under the curve = 0.77 vs. 0.75, P = 0.0691) and SCC (area under the curve = 0.84 vs. 0.82, P = 0.0260), over and above the established risk factors, and 19.03% (for BCC) and 18.10% (for SCC) of the SOTRs were reclassified in a high/medium/low risk scenario. The polygenic risk scores also added predictive accuracy for tumor multiplicity (BCC R2 = 0.21 vs. 0.19, P = 3.2 × 10-3; SCC R2 = 0.30 vs. 0.27, P = 4.6 × 10-4).
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Carcinoma Basocelular/etiología , Carcinoma de Células Escamosas/etiología , Terapia de Inmunosupresión/efectos adversos , Trasplante de Órganos/efectos adversos , Neoplasias Cutáneas/etiología , Rayos Ultravioleta/efectos adversos , Adulto , Humanos , Persona de Mediana Edad , Factores de RiesgoRESUMEN
BACKGROUND: In much of sub-Saharan Africa, health facilities serve as the primary source of routine vital statistics. These passive surveillance systems, however, are plagued by infrequent and unreliable reporting and do not capture events that occur outside of the formal health sector. Verbal autopsies (VA) have been utilized to estimate the burden and causes of mortality where civil registration and vital statistics systems are weak, but VAs have not been widely employed in national surveillance systems. In response, we trained lay community health workers (CHW) in a rural sub-county of western Uganda to conduct VA interviews in order to assess the feasibility of leveraging CHW to measure the burden of disease in resource limited settings. METHODS AND FINDINGS: Trained CHWs conducted a cross-sectional survey of the 36 villages comprising the Bugoye sub-county to identify all deaths occurring in the prior year. The sub county has an estimated population of 50,249, approximately one-quarter of whom are children under 5 years of age (25.3%). When an eligible death was reported, CHWs administered a WHO 2014 VA questionnaire, the results of which were analyzed using the InterVA-4 tool. To compare the findings of the CHW survey to existing surveillance systems, study staff reviewed inpatient registers from neighboring referral health facilities in an attempt to match recorded deaths to those identified by the survey. Overall, CHWs conducted high quality VA interviews on direct observation, identifying 230 deaths that occurred within the sub-county, including 77 (33.5%) among children under five years of age. More than half of the deaths (123 of 230, 53.5%) were reported to have occurred outside a health facility and thus would not be captured by passive surveillance. More than two-thirds (73 of 107, 68.2%) of facility deaths took place in one of three nearby hospitals, yet only 35 (47.9%) were identified on our review of inpatient registers. Consistent with previous VA studies, the leading causes of death among children under five years of age were malaria (19.5%), prematurity (19.5%), and neonatal pneumonia (15.6%). while among adults, HIV/AIDS-related deaths illness (13.6%), pulmonary tuberculosis (11.4%) and malaria (8.6%) were the leading causes of death. No child deaths identified from inpatient registers listed HIV/AIDS as a cause of death despite 8 deaths (10.4%) attributed to HIV/AIDS as determined by VA. CONCLUSIONS: Lay CHWs are able to conduct high quality VA interviews to capture critical information that can be analyzed using standard methodologies to provide a more complete estimate of the burden and causes of mortality. Similar approaches can be scaled to improve the measurement of vital statistics in order to facilitate appropriate public health interventions in rural areas of sub-Saharan Africa.
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Autopsia/métodos , Causas de Muerte , Vigilancia en Salud Pública/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Estudios Transversales , Estudios de Factibilidad , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Población Rural , UgandaRESUMEN
OBJECTIVE: Most studies investigating the association between resting heart rate (RHR) and mortality have focused on cardiovascular disease (CVD) mortality, and measured RHR at only one time point. We aimed to assess associations of RHR and changes in RHR over approximately a decade with overall and cause-specific mortality. METHODS: We used data from participants in the Melbourne Collaborative Cohort Study with RHR measures at baseline (1990-1994; n=41 386; 9846 deaths) and at follow-up (2003-2007; n=21 692; 2818 deaths). RHR measures were taken by trained staff, using Dinamap monitors. Cox models were used to estimate HR and 95% CI for the associations between RHR and mortality. Vital status and cause of death were ascertained until August 2015 and December 2013, respectively. RESULTS: After adjustment for confounders, including blood pressure and known medical conditions but not arrhythmias or atrial fibrillation, RHR was associated with a higher risk of death of similar magnitude for CVD (HR per 10 beats per minute (bpm)=1.11, 95% CI 1.07 to 1.16), cancer (HR=1.10, 95% CI 1.06 to 1.13) and other causes (HR=1.20, 95% CI 1.16 to 1.25). Higher mortality was observed for most cancer sites, including breast (HR=1.16, 95% CI 1.03 to 1.31), colorectal (HR=1.18, 95% CI 1.08 to 1.29), kidney (HR=1.27, 95% CI 1.03 to 1.57) and lung cancer (HR=1.19, 95% CI 1.10 to 1.29). Temporal increases in RHR were associated with higher mortality, particularly for individuals whose RHR increased by more than 15 bpm. CONCLUSIONS: RHR and changes in RHR over a decade are associated with mortality risk, including from causes other than CVD such as breast, colorectal or lung cancer. Monitoring of RHR may have utility in identifying individuals at higher mortality risk.
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Enfermedades Cardiovasculares/mortalidad , Enfermedades Cardiovasculares/fisiopatología , Frecuencia Cardíaca , Neoplasias/mortalidad , Neoplasias/fisiopatología , Adulto , Anciano , Presión Sanguínea , Enfermedades Cardiovasculares/diagnóstico , Causas de Muerte , Femenino , Humanos , Estilo de Vida , Masculino , Persona de Mediana Edad , Neoplasias/diagnóstico , Pronóstico , Estudios Prospectivos , Medición de Riesgo , Factores de Riesgo , Factores Socioeconómicos , Factores de Tiempo , VictoriaRESUMEN
OBJECTIVE: Blood pressure (BP) and breast cancer may share a common pathophysiologic pathway involving chronic inflammation, hormone synthesis and metabolism. Previous studies investigating the association between BP and breast cancer measured BP at a single time point and did not examine associations by breast cancer molecular subtypes. METHODS: We used data from 22â833 female participants in the Melbourne Collaborative Cohort Study. BP was objectively measured at baseline (1990-1994) and a follow-up visit (2003-2007). Cox regression was used to estimate hazard ratios for baseline BP and temporal changes in BP in relation to risk of breast cancer, overall and by molecular subtypes. RESULTS: We did not observe any associations between BP measured at baseline and breast cancer risk overall (per 5âmmHg SBP, hazard ratioâ=â1.00, 95% confidence interval: 0.99-1.02), nor by subtype (per 5âmmHg SBP: estrogen-receptor-negative: hazard ratioâ=â0.99, 0.96-1.03, progesterone-receptor-negative: hazard ratioâ=â1.01, 0.99-1.04, human epidermal growth factor receptor 2 negative: hazard ratioâ=â1.00, 0.98-1.01). Temporal changes in BP were not associated with risk of breast cancer (per 5âmmHg change in SBP, hazard ratioâ=â1.00, 0.97-1.03). Increased DBP over time was associated with higher risk of triple-negative breast cancer (Pâ=â0.04), based on a small number of cases (Nâ=â41). CONCLUSION: Our study supports previous findings of no association between BP and breast cancer. Similar conclusions were reached when assessing BP over time and when examining specific tumor subtypes.