June 2024
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34 Reads
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2 Citations
Environment International
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June 2024
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34 Reads
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2 Citations
Environment International
February 2020
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237 Reads
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2 Citations
Pancreatic cancer (PC) is a complex disease in which both non-genetic and genetic factors interplay. To-date, 40 GWAS hits have been associated with PC risk in individuals of European descent, explaining 4.1% of the phenotypic variance. Here, we complemented a classical new PC GWAS (1D) with spatial autocorrelation analysis (2D) and Hi-C maps (3D) to gain additional insight into the inherited basis of PC. In-silico functional analysis of public genomic information allowed prioritization of potentially relevant candidate variants. We replicated 17/40 previous PC-GWAS hits and identified novel variants with potential biological functions. The spatial autocorrelation approach prioritized low MAF variants not detected by GWAS. These were further expanded via 3D interactions to 54 target regions with high functional relevance. This multi-step strategy, combined with an in-depth in-silico functional analysis, offers a comprehensive approach to advance the study of PC genetic susceptibility and could be applied to other diseases.
February 2020
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101 Reads
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24 Citations
Environment International
Background: Diesel engine exhaust (DEE) exposure causes lung cancer, but the molecular mechanisms by which this occurs are not well understood. Objectives: To assess transcriptomic alterations in nasal epithelium of DEE-exposed factory workers to better understand the cellular and molecular effects of DEE. Methods: Nasal epithelial brushings were obtained from 41 diesel engine factory workers exposed to relatively high levels of DEE (17.2-105.4 μg/m3), and 38 unexposed workers from factories without DEE exposure. mRNA was profiled for gene expression using Affymetrix microarrays. Linear modeling was used to identify differentially expressed genes associated with DEE exposure and interaction effects with current smoking status. Pathway enrichment among differentially expressed genes was assessed using EnrichR. Gene Set Enrichment Analysis (GSEA) was used to compare gene expression patterns between datasets. Results: 225 genes had expression associated with DEE exposure after adjusting for smoking status (FDR q < 0.25) and were enriched for genes in pathways related to oxidative stress response, cell cycle pathways such as MAPK/ERK, protein modification, and transmembrane transport. Genes up-regulated in DEE-exposed individuals were enriched among the genes most up-regulated by cigarette smoking in a previously reported bronchial airway smoking dataset. We also found that the DEE signature was enriched among the genes most altered in two previous studies of the effects of acute DEE on PBMC gene expression. An exposure-response relationship was demonstrated between air levels of elemental carbon and the first principal component of the DEE signature. Conclusions: A gene expression signature was identified for workers occupationally exposed to DEE that was altered in an exposure-dependent manner and had some overlap with the effects of smoking and the effects of acute DEE exposure. This is the first study of gene expression in nasal epithelial cells of workers heavily exposed to DEE and provides new insights into the molecular alterations that occur with DEE exposure.
October 2019
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9 Reads
European Urology Supplements
October 2019
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10 Reads
Environmental Epidemiology
October 2019
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7 Reads
Environmental Epidemiology
May 2019
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17 Reads
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1 Citation
October 2018
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60 Reads
Toxicology Letters
July 2018
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20 Reads
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11 Citations
A growing number of loci within the human leukocyte antigen (HLA) region have been implicated in non-Hodgkin lymphoma (NHL) etiology. Here, we test a complementary hypothesis of "heterozygote advantage" regarding the role of HLA and NHL, whereby HLA diversity is beneficial and homozygous HLA loci are associated with increased disease risk. HLA alleles at class I and II loci were imputed from genome-wide association studies (GWAS) using SNP2HLA for 3,617 diffuse large B-cell lymphomas (DLBCL), 2,686 follicular lymphomas (FL), 2,878 chronic lymphocytic leukemia/small lymphocytic lymphomas (CLL/SLL), 741 marginal zone lymphomas (MZL), and 8,753 controls of European descent. Both DLBCL and MZL risk were elevated with homozygosity at class I HLA-B and -C loci (OR DLBCL = 1.31, 95% CI = 1.06-1.60; OR MZL = 1.45, 95% CI = 1.12-1.89) and class II HLA-DRB1 locus (OR DLBCL = 2.10, 95% CI = 1.24-3.55; OR MZL = 2.10, 95% CI = 0.99-4.45). Increased FL risk was observed with the overall increase in number of homozygous HLA class II loci (P trend < 0.0001, FDR = 0.0005). These results support a role for HLA zygosity in NHL etiology and suggests that distinct immune pathways may underly the etiology of the different NHL subtypes.Significance: HLA gene diversity reduces risk for non-Hodgkin lymphoma. Cancer Res; 78(14); 4086-96. (c)2018 AACR.
April 2018
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133 Reads
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38 Citations
Annals of Oncology
Background: There is observational evidence suggesting that high vitamin D concentrations may protect against lung cancer. To investigate this hypothesis in detail, we measured circulating vitamin D concentrations in pre-diagnostic blood from 20 cohorts participating in the Lung Cancer Cohort Consortium (LC3). Patients and methods: The study included 5,313 lung cancer cases and 5,313 controls selected from. Blood samples for the cases were collected, on average, 5 years prior to lung cancer diagnosis. Controls were individually matched to the cases by cohort, sex, age, race/ethnicity, date of blood collection, and smoking status in 5 categories. Liquid chromatography coupled with tandem mass spectrometry was used to separately analyze 25-hydroxyvitamin D2 (25(OH)D2) and 25-hydroxyvitamin D3 (25(OH)D3) and their concentrations were combined to give an overall measure of 25(OH)D. We used conditional logistic regression to calculate odds ratios (OR) and 95% confidence intervals (CI) for 25(OH)D as both a continuous and categorical variable. Results: Overall, no apparent association between 25(OH)D and risk of lung cancer was observed (multivariable adjusted OR for a doubling in concentration: 0.98, 95% confidence interval: 0.91, 1.06). Similarly, we found no clear evidence of interaction by cohort, sex, age, smoking status, or histology. Conclusion: This study did not support an association between vitamin D concentrations and lung cancer risk.
... It is, however, still controversial whether homozygosity for any of the HLA loci is beneficial for the individual or the population (9)(10)(11)(12)(13). This information was retrieved using mostly low-resolution typing, with the exception of Hönger et al., who elaborated on the production of HLA antibodies in pregnancy. ...
July 2018
... One important shortcoming of GWAS stems from its testing each marker once at a time for association with disease. Since these studies evaluate the significance of the variants individually, they probably miss the SNPs that have low contribution to disease individually, but might be important when interacting collectively (Brubaker et al., 2016;Elmansy and Koyutürk, 2019;López de Maturana et al., 2020). Moreover, in traditional GWASs, the functional effects of significant SNPs, predicted at the splicing, transcriptional, translational, and posttranslational levels are usually neglected. ...
February 2020
... Insight into the earliest steps of human carcinogenesis in lung cancer is quite limited for practical reasons: (i) limited access and necessary invasiveness of that access and (ii) challenges in following a decade-long process over time, as methods for non-invasive tracking and detection of human airway phenomena are in their infancy [9][10][11][12][13]. ...
February 2020
Environment International
... Given the increasing emphasis on mechanistic data, the Preamble also recognized the importance of evaluating the quality of study design, exposure assessment methods, and biologic assay validity and reliability for human studies that evaluate potential mechanisms relevant to carcinogenesis. This evaluation is in line with the review of epidemiologic studies of cancer, and takes into consideration issues relevant to the assessment of mechanistic endpoints 25,26 . Similarly, quality considerations are emphasized in the review of mechanistic studies conducted in other species and experimental systems (e.g., the suitability of the endpoint, the dosing range, and of the test article for in vitro studies, as well as completeness of reporting). ...
January 2017
... The role of advanced age in BC is well known. The median age at diagnosis is 69 years for men and 71 years for women, with 10-fold higher incidence for patients >85 years [17]. In addition, the overall probability to develop invasive disease linearly increase with age, rising from 0.01-0.02% ...
January 2017
... Of the signi cant SNVs, one notable SNV rs1495741G > A, located on chromosome 8p22 upstream of the 3' end of the NAT2 gene, has been previously identi ed in GWAS as a risk factor for urothelial bladder cancer [4]. The slow acetylation phenotype, indicated by its AA genotype, has been linked to an increased risk of bladder cancer, particularly among cigarette-smoking patients, potentially due to its involvement in the detoxi cation of aromatic monoamines [5]. ...
November 2010
Nature Genetics
... Introduction Vitamin D has been extensively examined in regard to cancer risk. Studies suggest that higher circulating 25-hydroxyvitamin concentrations [25(OH)D, the accepted biomarker of vitamin D status] are associated with lower risk of colorectal cancer [1], but not breast [2] or lung cancer [3], or cancer at other sites [4][5][6][7][8][9], and may be associated with higher risk of prostate cancer [10]. Vitamin D binding protein is responsible for the transport of vitamin D and its metabolites through the circulation [11], and two single nucleotide polymorphisms (SNPs), rs7041 and rs4588 [12], define three isoforms: Gc1s, Gc1f, and Gc2. ...
April 2018
Annals of Oncology
... PY) has been shown to be higher than the general population (EAIR 0.02-0.03/100 PY) [28][29][30][31][32][33][34][35][36]. ...
October 2017
... A cohort study among Nordic twins indicated that the heritability of bladder cancer was approximately 30% [5]. To date, large-scale GWASs have identified 15 independent loci associated with the risk of bladder cancer in European population [6]. These genetic variants, when combined into a polygenic risk score (PRS), can efficiently predict bladder cancer risk [7,8]. ...
January 2016
Human Molecular Genetics
... Briefly, the single-tissue prediction model was constructed using the elastic net method implemented in the R package glmnet (v4. [1][2][3][4][5][6][7][8] 20 , relying exclusively on data from the specific tissue. The cross-tissue prediction model was established employing the multivariate-response penalized regression 21 strategy integrating information from tissues with similar genetic influences on DNA methylation at the CpG site. ...
April 2017
Nature Communications