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1.
Am J Hum Genet ; 111(9): 2059-2069, 2024 Sep 05.
Article in English | MEDLINE | ID: mdl-39096911

ABSTRACT

Co-observation of a gene variant with a pathogenic variant in another gene that explains the disease presentation has been designated as evidence against pathogenicity for commonly used variant classification guidelines. Multiple variant curation expert panels have specified, from consensus opinion, that this evidence type is not applicable for the classification of breast cancer predisposition gene variants. Statistical analysis of sequence data for 55,815 individuals diagnosed with breast cancer from the BRIDGES sequencing project was undertaken to formally assess the utility of co-observation data for germline variant classification. Our analysis included expected loss-of-function variants in 11 breast cancer predisposition genes and pathogenic missense variants in BRCA1, BRCA2, and TP53. We assessed whether co-observation of pathogenic variants in two different genes occurred more or less often than expected under the assumption of independence. Co-observation of pathogenic variants in each of BRCA1, BRCA2, and PALB2 with the remaining genes was less frequent than expected. This evidence for depletion remained after adjustment for age at diagnosis, study design (familial versus population-based), and country. Co-observation of a variant of uncertain significance in BRCA1, BRCA2, or PALB2 with a pathogenic variant in another breast cancer gene equated to supporting evidence against pathogenicity following criterion strength assignment based on the likelihood ratio and showed utility in reclassification of missense BRCA1 and BRCA2 variants identified in BRIDGES. Our approach has applicability for assessing the value of co-observation as a predictor of variant pathogenicity in other clinical contexts, including for gene-specific guidelines developed by ClinGen Variant Curation Expert Panels.


Subject(s)
Breast Neoplasms , Genetic Predisposition to Disease , Germ-Line Mutation , Humans , Breast Neoplasms/genetics , Germ-Line Mutation/genetics , Female , BRCA2 Protein/genetics , BRCA1 Protein/genetics , Fanconi Anemia Complementation Group N Protein/genetics , Middle Aged , Mutation, Missense/genetics , Adult , Tumor Suppressor Protein p53/genetics
2.
Nature ; 596(7872): 393-397, 2021 08.
Article in English | MEDLINE | ID: mdl-34349265

ABSTRACT

Reproductive longevity is essential for fertility and influences healthy ageing in women1,2, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations3. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.


Subject(s)
Aging/genetics , Ovary/metabolism , Adult , Alleles , Animals , Bone and Bones/metabolism , Checkpoint Kinase 1/genetics , Checkpoint Kinase 2/genetics , Diabetes Mellitus, Type 2 , Diet , Europe/ethnology , Asia, Eastern/ethnology , Female , Fertility/genetics , Fragile X Mental Retardation Protein/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Healthy Aging/genetics , Humans , Longevity/genetics , Menopause/genetics , Menopause, Premature/genetics , Mice , Mice, Inbred C57BL , Middle Aged , Primary Ovarian Insufficiency/genetics , Uterus
3.
Am J Hum Genet ; 110(3): 475-486, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36827971

ABSTRACT

Evidence linking coding germline variants in breast cancer (BC)-susceptibility genes other than BRCA1, BRCA2, and CHEK2 with contralateral breast cancer (CBC) risk and breast cancer-specific survival (BCSS) is scarce. The aim of this study was to assess the association of protein-truncating variants (PTVs) and rare missense variants (MSVs) in nine known (ATM, BARD1, BRCA1, BRCA2, CHEK2, PALB2, RAD51C, RAD51D, and TP53) and 25 suspected BC-susceptibility genes with CBC risk and BCSS. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated with Cox regression models. Analyses included 34,401 women of European ancestry diagnosed with BC, including 676 CBCs and 3,449 BC deaths; the median follow-up was 10.9 years. Subtype analyses were based on estrogen receptor (ER) status of the first BC. Combined PTVs and pathogenic/likely pathogenic MSVs in BRCA1, BRCA2, and TP53 and PTVs in CHEK2 and PALB2 were associated with increased CBC risk [HRs (95% CIs): 2.88 (1.70-4.87), 2.31 (1.39-3.85), 8.29 (2.53-27.21), 2.25 (1.55-3.27), and 2.67 (1.33-5.35), respectively]. The strongest evidence of association with BCSS was for PTVs and pathogenic/likely pathogenic MSVs in BRCA2 (ER-positive BC) and TP53 and PTVs in CHEK2 [HRs (95% CIs): 1.53 (1.13-2.07), 2.08 (0.95-4.57), and 1.39 (1.13-1.72), respectively, after adjusting for tumor characteristics and treatment]. HRs were essentially unchanged when censoring for CBC, suggesting that these associations are not completely explained by increased CBC risk, tumor characteristics, or treatment. There was limited evidence of associations of PTVs and/or rare MSVs with CBC risk or BCSS for the 25 suspected BC genes. The CBC findings are relevant to treatment decisions, follow-up, and screening after BC diagnosis.


Subject(s)
Breast Neoplasms , Female , Humans , Breast Neoplasms/genetics , Genes, BRCA2 , Germ-Line Mutation , Germ Cells , Genetic Predisposition to Disease
4.
Blood ; 144(7): 693-707, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-38728387

ABSTRACT

ABSTRACT: It is unclear whether risk of infection is increased in individuals with hereditary hemochromatosis and in individuals with low or high plasma iron, transferrin saturation, or ferritin. Therefore, we tested whether high and low iron, transferrin saturation, and ferritin are associated with risk of infections observationally and genetically through HFE genotypes. We studied 142 188 Danish general population individuals. Iron, transferrin saturation, and ferritin were measured in 136 656, 136 599, and 38 020 individuals, respectively. HFE was genotyped for C282Y and H63D in 132 542 individuals. Median follow-up after study enrollment was 8 years (range, 0-38) for hospital and emergency room admissions with infections (n = 20 394) using the National Patient Register, covering all Danish hospitals. Hazard ratios for any infection were 1.20 (95% confidence interval [CI], 1.12-1.28) and 1.14 (95% CI, 1.07-1.22) in individuals with plasma iron ≤5th or ≥95th percentile compared with individuals with iron from 26th to 74th percentiles. Findings for transferrin saturation were similar, whereas infection risk was not increased in individuals with ferritin ≤5th or ≥95th percentile. Hazard ratios in C282Y homozygotes vs noncarriers were 1.40 (95% CI, 1.16-1.68) for any infection, 1.69 (95% CI, 1.05-2.73) for sepsis, and 2.34 (95% CI, 1.41-3.90) for death from infectious disease. Risk of infection was increased in C282Y homozygotes with normal plasma iron, transferrin saturation, or ferritin, and in C282Y homozygotes without liver disease, diabetes, and/or heart failure. In summary, low and high plasma iron and transferrin saturation were independently associated with increased infection risk. C282Y homozygotes had increased risk of any infection, sepsis, and death from infections. Even C282Y homozygotes with normal iron, transferrin saturation, or ferritin, not currently recommended for genotyping, had increased infection risk.


Subject(s)
Ferritins , Genotype , Hemochromatosis Protein , Hemochromatosis , Infections , Iron , Humans , Hemochromatosis/genetics , Hemochromatosis/blood , Hemochromatosis/epidemiology , Iron/blood , Male , Female , Adult , Middle Aged , Hemochromatosis Protein/genetics , Aged , Ferritins/blood , Cohort Studies , Adolescent , Infections/epidemiology , Young Adult , Transferrin/analysis , Risk Factors , Denmark/epidemiology , Child , Child, Preschool , Membrane Proteins/genetics , Histocompatibility Antigens Class I/genetics , Infant , Aged, 80 and over , Infant, Newborn , Follow-Up Studies
5.
Hepatology ; 79(4): 857-868, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-37732945

ABSTRACT

BACKGROUND AND AIMS: Inherited short telomeres are associated with a risk of liver disease, whereas longer telomeres predispose to cancer. The association between telomere length and risk of HCC and cholangiocarcinoma remains unknown. APPROACH AND RESULTS: We measured leukocyte telomere length using multiplex PCR in 63,272 individuals from the Danish general population. Telomere length and plasma ALT concentration were not associated (ß = 4 ×10 -6 , p -value = 0.06) in a linear regression model, without any signs of a nonlinear relationship. We tested the association between telomere length and risk of cirrhosis, HCC, and cholangiocarcinoma using Cox regression. During a median follow-up of 11 years, 241, 76, and 112 individuals developed cirrhosis, HCC, and cholangiocarcinoma, respectively. Telomere length and risk of cirrhosis were inversely and linearly associated ( p -value = 0.004, p for nonlinearity = 0.27). Individuals with telomeres in the shortest vs. longest quartile had a 2.25-fold higher risk of cirrhosis. Telomere length and risk of HCC were nonlinearly associated ( p -value = 0.009, p -value for nonlinearity = 0.01). This relationship resembled an inverted J-shape, with the highest risk observed in individuals with short telomeres. Individuals with telomeres in the shortest versus longest quartile had a 2.29-fold higher risk of HCC. Telomere length was inversely and linearly associated with the risk of cholangiocarcinoma. Individuals with telomeres in the shortest versus longest quartile had a 1.86-fold higher risk of cholangiocarcinoma. CONCLUSIONS: Shorter telomere length is associated with a higher risk of cirrhosis, HCC, and cholangiocarcinoma.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/epidemiology , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Risk Factors , Liver Neoplasms/epidemiology , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Leukocytes , Liver Cirrhosis/genetics , Liver Cirrhosis/pathology , Cholangiocarcinoma/epidemiology , Cholangiocarcinoma/genetics , Cholangiocarcinoma/pathology , Bile Duct Neoplasms/epidemiology , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/pathology , Bile Ducts, Intrahepatic/pathology , Telomere/genetics
6.
Hum Mol Genet ; 31(16): 2831-2843, 2022 08 23.
Article in English | MEDLINE | ID: mdl-35138370

ABSTRACT

Differences by sex in lung cancer incidence and mortality have been reported which cannot be fully explained by sex differences in smoking behavior, implying existence of genetic and molecular basis for sex disparity in lung cancer development. However, the information about sex dimorphism in lung cancer risk is quite limited despite the great success in lung cancer association studies. By adopting a stringent two-stage analysis strategy, we performed a genome-wide gene-sex interaction analysis using genotypes from a lung cancer cohort including ~ 47 000 individuals with European ancestry. Three low-frequency variants (minor allele frequency < 0.05), rs17662871 [odds ratio (OR) = 0.71, P = 4.29×10-8); rs79942605 (OR = 2.17, P = 2.81×10-8) and rs208908 (OR = 0.70, P = 4.54×10-8) were identified with different risk effect of lung cancer between men and women. Further expression quantitative trait loci and functional annotation analysis suggested rs208908 affects lung cancer risk through differential regulation of Coxsackie virus and adenovirus receptor gene expression in lung tissues between men and women. Our study is one of the first studies to provide novel insights about the genetic and molecular basis for sex disparity in lung cancer development.


Subject(s)
Genome-Wide Association Study , Lung Neoplasms , Case-Control Studies , Female , Genetic Predisposition to Disease , Humans , Lung , Lung Neoplasms/epidemiology , Lung Neoplasms/genetics , Male , Polymorphism, Single Nucleotide/genetics
7.
Cancer ; 130(6): 913-926, 2024 03 15.
Article in English | MEDLINE | ID: mdl-38055287

ABSTRACT

BACKGROUND: Although the associations between genetic variations and lung cancer risk have been explored, the epigenetic consequences of DNA methylation in lung cancer development are largely unknown. Here, the genetically predicted DNA methylation markers associated with non-small cell lung cancer (NSCLC) risk by a two-stage case-control design were investigated. METHODS: The genetic prediction models for methylation levels based on genetic and methylation data of 1595 subjects from the Framingham Heart Study were established. The prediction models were applied to a fixed-effect meta-analysis of screening data sets with 27,120 NSCLC cases and 27,355 controls to identify the methylation markers, which were then replicated in independent data sets with 7844 lung cancer cases and 421,224 controls. Also performed was a multi-omics functional annotation for the identified CpGs by integrating genomics, epigenomics, and transcriptomics and investigation of the potential regulation pathways. RESULTS: Of the 29,894 CpG sites passing the quality control, 39 CpGs associated with NSCLC risk (Bonferroni-corrected p ≤ 1.67 × 10-6 ) were originally identified. Of these, 16 CpGs remained significant in the validation stage (Bonferroni-corrected p ≤ 1.28 × 10-3 ), including four novel CpGs. Multi-omics functional annotation showed nine of 16 CpGs were potentially functional biomarkers for NSCLC risk. Thirty-five genes within a 1-Mb window of 12 CpGs that might be involved in regulatory pathways of NSCLC risk were identified. CONCLUSIONS: Sixteen promising DNA methylation markers associated with NSCLC were identified. Changes of the methylation level at these CpGs might influence the development of NSCLC by regulating the expression of genes nearby. PLAIN LANGUAGE SUMMARY: The epigenetic consequences of DNA methylation in lung cancer development are still largely unknown. This study used summary data of large-scale genome-wide association studies to investigate the associations between genetically predicted levels of methylation biomarkers and non-small cell lung cancer risk at the first time. This study looked at how well larotrectinib worked in adult patients with sarcomas caused by TRK fusion proteins. These findings will provide a unique insight into the epigenetic susceptibility mechanisms of lung cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Adult , Humans , Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Lung Neoplasms/genetics , Genome-Wide Association Study , Epigenesis, Genetic , Biomarkers , CpG Islands
8.
Am J Hum Genet ; 108(7): 1190-1203, 2021 07 01.
Article in English | MEDLINE | ID: mdl-34146516

ABSTRACT

A combination of genetic and functional approaches has identified three independent breast cancer risk loci at 2q35. A recent fine-scale mapping analysis to refine these associations resulted in 1 (signal 1), 5 (signal 2), and 42 (signal 3) credible causal variants at these loci. We used publicly available in silico DNase I and ChIP-seq data with in vitro reporter gene and CRISPR assays to annotate signals 2 and 3. We identified putative regulatory elements that enhanced cell-type-specific transcription from the IGFBP5 promoter at both signals (30- to 40-fold increased expression by the putative regulatory element at signal 2, 2- to 3-fold by the putative regulatory element at signal 3). We further identified one of the five credible causal variants at signal 2, a 1.4 kb deletion (esv3594306), as the likely causal variant; the deletion allele of this variant was associated with an average additional increase in IGFBP5 expression of 1.3-fold (MCF-7) and 2.2-fold (T-47D). We propose a model in which the deletion allele of esv3594306 juxtaposes two transcription factor binding regions (annotated by estrogen receptor alpha ChIP-seq peaks) to generate a single extended regulatory element. This regulatory element increases cell-type-specific expression of the tumor suppressor gene IGFBP5 and, thereby, reduces risk of estrogen receptor-positive breast cancer (odds ratio = 0.77, 95% CI 0.74-0.81, p = 3.1 × 10-31).


Subject(s)
Insulin-Like Growth Factor Binding Protein 5/genetics , Molecular Sequence Annotation , Promoter Regions, Genetic , Breast Neoplasms/genetics , CRISPR-Cas Systems , Cell Line , Chromosome Mapping , Chromosomes, Human, Pair 2 , Female , Genetic Association Studies , Genetic Variation , Humans , Risk Factors , Sequence Deletion
9.
N Engl J Med ; 384(5): 428-439, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33471991

ABSTRACT

BACKGROUND: Genetic testing for breast cancer susceptibility is widely used, but for many genes, evidence of an association with breast cancer is weak, underlying risk estimates are imprecise, and reliable subtype-specific risk estimates are lacking. METHODS: We used a panel of 34 putative susceptibility genes to perform sequencing on samples from 60,466 women with breast cancer and 53,461 controls. In separate analyses for protein-truncating variants and rare missense variants in these genes, we estimated odds ratios for breast cancer overall and tumor subtypes. We evaluated missense-variant associations according to domain and classification of pathogenicity. RESULTS: Protein-truncating variants in 5 genes (ATM, BRCA1, BRCA2, CHEK2, and PALB2) were associated with a risk of breast cancer overall with a P value of less than 0.0001. Protein-truncating variants in 4 other genes (BARD1, RAD51C, RAD51D, and TP53) were associated with a risk of breast cancer overall with a P value of less than 0.05 and a Bayesian false-discovery probability of less than 0.05. For protein-truncating variants in 19 of the remaining 25 genes, the upper limit of the 95% confidence interval of the odds ratio for breast cancer overall was less than 2.0. For protein-truncating variants in ATM and CHEK2, odds ratios were higher for estrogen receptor (ER)-positive disease than for ER-negative disease; for protein-truncating variants in BARD1, BRCA1, BRCA2, PALB2, RAD51C, and RAD51D, odds ratios were higher for ER-negative disease than for ER-positive disease. Rare missense variants (in aggregate) in ATM, CHEK2, and TP53 were associated with a risk of breast cancer overall with a P value of less than 0.001. For BRCA1, BRCA2, and TP53, missense variants (in aggregate) that would be classified as pathogenic according to standard criteria were associated with a risk of breast cancer overall, with the risk being similar to that of protein-truncating variants. CONCLUSIONS: The results of this study define the genes that are most clinically useful for inclusion on panels for the prediction of breast cancer risk, as well as provide estimates of the risks associated with protein-truncating variants, to guide genetic counseling. (Funded by European Union Horizon 2020 programs and others.).


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease/genetics , Genetic Variation , Mutation, Missense , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Middle Aged , Odds Ratio , Risk , Sequence Analysis, DNA , Young Adult
10.
BMC Cancer ; 24(1): 347, 2024 Mar 19.
Article in English | MEDLINE | ID: mdl-38504201

ABSTRACT

BACKGROUND: The individual woman's risk of being diagnosed with breast cancer can now be estimated more precisely, and screening can be stratified accordingly. The risk assessment requires that women are willing to provide a blood test, additional personal information, to know their risk, and alter screening intervals. This study aimed to investigate Danish women's attitudes towards risk-stratified breast cancer screening. METHODS: An online, cross-sectional survey was conducted among Danish women aged 52-67 years. We used logistic regression analyses to assess how personal characteristics were associated with the women's attitudes. RESULTS: 5,001 women completed the survey (response rate 44%) of which 74% approved of risk estimation to potentially alter their screening intervals. However, only 42% would accept an extended screening interval if found to have low breast cancer risk, while 89% would accept a reduced interval if at high risk. The main determinants of these attitudes were age, education, screening participation, history of breast cancer, perceived breast cancer risk and to some extent breast cancer worry. CONCLUSION: This study indicates that women are positive towards risk-stratified breast cancer screening. However, reservations and knowledge among subgroups of women must be carefully considered and addressed before wider implementation of risk-stratified breast cancer screening in a national program.


Subject(s)
Breast Neoplasms , Female , Humans , Breast Neoplasms/diagnosis , Breast Neoplasms/epidemiology , Breast Neoplasms/prevention & control , Cross-Sectional Studies , Mass Screening , Early Detection of Cancer , Surveys and Questionnaires , Denmark/epidemiology , Health Knowledge, Attitudes, Practice
11.
Br J Dermatol ; 191(2): 209-215, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-38411598

ABSTRACT

BACKGROUND: It is increasingly clear that triglyceride-rich lipoproteins are proinflammatory and cause low-grade systemic inflammation. However, it is currently unknown whether elevated plasma triglycerides are causally related to the development of psoriasis, a skin disorder driven by chronic inflammation. OBJECTIVES: To determine if elevated plasma triglycerides are associated with increased risk of psoriasis in observational and Mendelian randomization analysis. METHODS: Consecutive individuals from the Copenhagen General Population Study were included. We used plasma triglycerides (n = 108 043) and a weighted triglyceride allele score (n = 92 579) on nine known triglyceride-altering genetic variants. Genetic results were replicated in 337 159 individuals from the UK Biobank. Psoriasis was defined using the International Classification of Diseases, version 10 (ICD-10) code for hospital contact in the main analyses, and prescription of topical antipsoriatics for mild psoriasis in the sensitivity analysis. RESULTS: During a follow-up of median (range) 9.3 (0.1-15.1) years from 2003 to 2015 through 2018, 855 (1%) individuals were diagnosed with psoriasis by ICD-10 in the observational analysis and 772 (1%) in the Mendelian randomization analysis. In the observational analysis, the multivariable adjusted hazard ratio for psoriasis by ICD-10 was 1.26 [95% confidence interval (CI) 1.15-1.39] per doubling in plasma triglycerides with a corresponding causal odds ratio of incident psoriasis of 2.10 (95% CI 1.30-3.38). Causality was confirmed from data from the UK Biobank. Results were similar but slightly attenuated when we used topical antipsoriatic prescriptions for mild psoriasis. CONCLUSIONS: Elevated plasma triglycerides are associated with an increased risk of psoriasis in observational and Mendelian randomization analysis.


Psoriasis is a common skin condition, characterized by inflammation in the body (the body's response to an unwanted agent). People with psoriasis often have higher lipid levels in their blood compared with people without psoriasis. Some studies have shown that triglyceride-rich lipoprotein (a certain type of lipid) is irritative to the body and can cause inflammation. However, it is unclear whether high levels of triglycerides in the blood can cause them to penetrate into the skin and trigger the onset of psoriasis. We aimed to test this question in 100,000 people from a Danish population without previously diagnosed psoriasis. Specifically, we measured plasma triglycerides at initial examination and at the same time assessed the same people for genetic variants that impact on the concentration of plasma triglycerides. Importantly, genetic variants are inherited by chance, meaning that we could look specifically at whether a change in triglycerides was the mechanism that causes psoriasis. Next, we observed these people for about 10 years and noted any new occurrence of psoriasis during follow-up. We found that the risk of developing psoriasis was higher both as a function of plasma triglyceride concentration and the genetic variants that increase plasma triglyceride concentration. Overall, our study findings suggest that high levels of triglycerides in the blood could be a causal risk factor for the development of psoriasis.


Subject(s)
Mendelian Randomization Analysis , Psoriasis , Triglycerides , Humans , Psoriasis/genetics , Psoriasis/blood , Psoriasis/epidemiology , Female , Male , Triglycerides/blood , Middle Aged , Adult , Aged , Denmark/epidemiology , Risk Factors , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Hypertriglyceridemia/genetics , Hypertriglyceridemia/blood , Hypertriglyceridemia/epidemiology
12.
Circ Res ; 130(3): 384-400, 2022 02 04.
Article in English | MEDLINE | ID: mdl-35012325

ABSTRACT

BACKGROUND: DNA hypomethylation at the F2RL3 (F2R like thrombin or trypsin receptor 3) locus has been associated with both smoking and atherosclerotic cardiovascular disease; whether these smoking-related associations form a pathway to disease is unknown. F2RL3 encodes protease-activated receptor 4, a potent thrombin receptor expressed on platelets. Given the role of thrombin in platelet activation and the role of thrombus formation in myocardial infarction, alterations to this biological pathway could be important for ischemic cardiovascular disease. METHODS: We conducted multiple independent experiments to assess whether DNA hypomethylation at F2RL3 in response to smoking is associated with risk of myocardial infarction via changes to platelet reactivity. Using cohort data (N=3205), we explored the relationship between smoking, DNA hypomethylation at F2RL3, and myocardial infarction. We compared platelet reactivity in individuals with low versus high DNA methylation at F2RL3 (N=41). We used an in vitro model to explore the biological response of F2RL3 to cigarette smoke extract. Finally, a series of reporter constructs were used to investigate how differential methylation could impact F2RL3 gene expression. RESULTS: Observationally, DNA methylation at F2RL3 mediated an estimated 34% of the smoking effect on increased risk of myocardial infarction. An association between methylation group (low/high) and platelet reactivity was observed in response to PAR4 (protease-activated receptor 4) stimulation. In cells, cigarette smoke extract exposure was associated with a 4.9% to 9.3% reduction in DNA methylation at F2RL3 and a corresponding 1.7-(95% CI, 1.2-2.4, P=0.04) fold increase in F2RL3 mRNA. Results from reporter assays suggest the exon 2 region of F2RL3 may help control gene expression. CONCLUSIONS: Smoking-induced epigenetic DNA hypomethylation at F2RL3 appears to increase PAR4 expression with potential downstream consequences for platelet reactivity. Combined evidence here not only identifies F2RL3 DNA methylation as a possible contributory pathway from smoking to cardiovascular disease risk but from any feature potentially influencing F2RL3 regulation in a similar manner.


Subject(s)
Blood Platelets/metabolism , Epigenesis, Genetic , Myocardial Infarction/genetics , Receptors, Thrombin/genetics , Aged , DNA Methylation , Female , Humans , Male , Middle Aged , Myocardial Infarction/blood , Myocardial Infarction/epidemiology , Receptors, Thrombin/metabolism , Smoking/epidemiology
13.
J Med Genet ; 60(12): 1186-1197, 2023 Nov 27.
Article in English | MEDLINE | ID: mdl-37451831

ABSTRACT

BACKGROUND: Polygenic risk score (PRS), calculated based on genome-wide association studies (GWASs), can improve breast cancer (BC) risk assessment. To date, most BC GWASs have been performed in individuals of European (EUR) ancestry, and the generalisation of EUR-based PRS to other populations is a major challenge. In this study, we examined the performance of EUR-based BC PRS models in Ashkenazi Jewish (AJ) women. METHODS: We generated PRSs based on data on EUR women from the Breast Cancer Association Consortium (BCAC). We tested the performance of the PRSs in a cohort of 2161 AJ women from Israel (1437 cases and 724 controls) from BCAC (BCAC cohort from Israel (BCAC-IL)). In addition, we tested the performance of these EUR-based BC PRSs, as well as the established 313-SNP EUR BC PRS, in an independent cohort of 181 AJ women from Hadassah Medical Center (HMC) in Israel. RESULTS: In the BCAC-IL cohort, the highest OR per 1 SD was 1.56 (±0.09). The OR for AJ women at the top 10% of the PRS distribution compared with the middle quintile was 2.10 (±0.24). In the HMC cohort, the OR per 1 SD of the EUR-based PRS that performed best in the BCAC-IL cohort was 1.58±0.27. The OR per 1 SD of the commonly used 313-SNP BC PRS was 1.64 (±0.28). CONCLUSIONS: Extant EUR GWAS data can be used for generating PRSs that identify AJ women with markedly elevated risk of BC and therefore hold promise for improving BC risk assessment in AJ women.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Genome-Wide Association Study , Jews/genetics , Israel/epidemiology , Genetic Predisposition to Disease , Risk Factors , Multifactorial Inheritance/genetics , Transcription Factors
14.
Clin Exp Dermatol ; 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38545676

ABSTRACT

BACKGROUND: It is unknown if an unhealthy diet can affect the risk of developing psoriasis. OBJECTIVES: We hypothesised that individuals with an unhealthy diet have increased risk of prevalent and incident psoriasis. METHODS: We included 105,332 adults from the Copenhagen General Population Study, who were invited between 2003 and 2015. Response-rate was 43%. An unhealthy versus healthy diet was defined according to adherence to general national dietary guidelines. The participants were grouped into low, intermediate, and high adherence to general national dietary guidelines based on information from a food frequency questionnaire. Identification of psoriasis was made using ICD codes. RESULTS: Of the 105,332 individuals, 580 had a diagnosis of psoriasis at the time of enrolment and 640 received a diagnosis during the median follow-up of 9 years. Risk of prevalent psoriasis increased according to non-adherence to general national dietary guidelines in a stepwise manner with an age and sex adjusted odds ratio of 1.70 (95% confidence interval 1.26-2.30) in individuals with low vs. high adherence to dietary guidelines. Results were similar in a multivariable adjusted model. Prospective analyses adjusted for age and sex showed a weak association between non-adherence to dietary guidelines and risk of incident psoriasis (P for trend 0.04). This association disappeared, when adjusting for multiple confounders (P for trend 0.50). CONCLUSIONS: Although individuals with psoriasis have an unhealthier diet, diet alone does not appear to independently increase the risk of developing psoriasis.

15.
PLoS Genet ; 17(3): e1009254, 2021 03.
Article in English | MEDLINE | ID: mdl-33667223

ABSTRACT

Squamous cell carcinomas (SqCC) of the aerodigestive tract have similar etiological risk factors. Although genetic risk variants for individual cancers have been identified, an agnostic, genome-wide search for shared genetic susceptibility has not been performed. To identify novel and pleotropic SqCC risk variants, we performed a meta-analysis of GWAS data on lung SqCC (LuSqCC), oro/pharyngeal SqCC (OSqCC), laryngeal SqCC (LaSqCC) and esophageal SqCC (ESqCC) cancers, totaling 13,887 cases and 61,961 controls of European ancestry. We identified one novel genome-wide significant (Pmeta<5x10-8) aerodigestive SqCC susceptibility loci in the 2q33.1 region (rs56321285, TMEM273). Additionally, three previously unknown loci reached suggestive significance (Pmeta<5x10-7): 1q32.1 (rs12133735, near MDM4), 5q31.2 (rs13181561, TMEM173) and 19p13.11 (rs61494113, ABHD8). Multiple previously identified loci for aerodigestive SqCC also showed evidence of pleiotropy in at least another SqCC site, these include: 4q23 (ADH1B), 6p21.33 (STK19), 6p21.32 (HLA-DQB1), 9p21.33 (CDKN2B-AS1) and 13q13.1(BRCA2). Gene-based association and gene set enrichment identified a set of 48 SqCC-related genes rel to DNA damage and epigenetic regulation pathways. Our study highlights the importance of cross-cancer analyses to identify pleiotropic risk loci of histology-related cancers arising at distinct anatomical sites.


Subject(s)
Carcinoma, Squamous Cell/genetics , Digestive System Neoplasms/genetics , Genetic Loci , Genetic Predisposition to Disease , Genome-Wide Association Study , Alleles , Biomarkers, Tumor , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Digestive System Neoplasms/metabolism , Digestive System Neoplasms/pathology , Genotype , Humans , Odds Ratio , Signal Transduction
16.
Hum Mutat ; 20232023.
Article in English | MEDLINE | ID: mdl-38725546

ABSTRACT

A large number of variants identified through clinical genetic testing in disease susceptibility genes, are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion), can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analyses of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC), and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity - findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared to classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and pre-formatted excel calculators for implementation of the method for rare variants in BRCA1, BRCA2 and other high-risk genes with known penetrance.


Subject(s)
BRCA1 Protein , BRCA2 Protein , Breast Neoplasms , Genetic Predisposition to Disease , Humans , Case-Control Studies , BRCA2 Protein/genetics , Female , BRCA1 Protein/genetics , Breast Neoplasms/genetics , Likelihood Functions , Genetic Variation , Penetrance , Genetic Testing/methods
17.
Breast Cancer Res ; 25(1): 93, 2023 08 09.
Article in English | MEDLINE | ID: mdl-37559094

ABSTRACT

BACKGROUND: Genome-wide studies of gene-environment interactions (G×E) may identify variants associated with disease risk in conjunction with lifestyle/environmental exposures. We conducted a genome-wide G×E analysis of ~ 7.6 million common variants and seven lifestyle/environmental risk factors for breast cancer risk overall and for estrogen receptor positive (ER +) breast cancer. METHODS: Analyses were conducted using 72,285 breast cancer cases and 80,354 controls of European ancestry from the Breast Cancer Association Consortium. Gene-environment interactions were evaluated using standard unconditional logistic regression models and likelihood ratio tests for breast cancer risk overall and for ER + breast cancer. Bayesian False Discovery Probability was employed to assess the noteworthiness of each SNP-risk factor pairs. RESULTS: Assuming a 1 × 10-5 prior probability of a true association for each SNP-risk factor pairs and a Bayesian False Discovery Probability < 15%, we identified two independent SNP-risk factor pairs: rs80018847(9p13)-LINGO2 and adult height in association with overall breast cancer risk (ORint = 0.94, 95% CI 0.92-0.96), and rs4770552(13q12)-SPATA13 and age at menarche for ER + breast cancer risk (ORint = 0.91, 95% CI 0.88-0.94). CONCLUSIONS: Overall, the contribution of G×E interactions to the heritability of breast cancer is very small. At the population level, multiplicative G×E interactions do not make an important contribution to risk prediction in breast cancer.


Subject(s)
Breast Neoplasms , Gene-Environment Interaction , Adult , Female , Humans , Genetic Predisposition to Disease , Breast Neoplasms/etiology , Breast Neoplasms/genetics , Bayes Theorem , Genome-Wide Association Study , Risk Factors , Polymorphism, Single Nucleotide , Case-Control Studies
18.
Am J Hum Genet ; 107(5): 837-848, 2020 11 05.
Article in English | MEDLINE | ID: mdl-33022221

ABSTRACT

Previous research has shown that polygenic risk scores (PRSs) can be used to stratify women according to their risk of developing primary invasive breast cancer. This study aimed to evaluate the association between a recently validated PRS of 313 germline variants (PRS313) and contralateral breast cancer (CBC) risk. We included 56,068 women of European ancestry diagnosed with first invasive breast cancer from 1990 onward with follow-up from the Breast Cancer Association Consortium. Metachronous CBC risk (N = 1,027) according to the distribution of PRS313 was quantified using Cox regression analyses. We assessed PRS313 interaction with age at first diagnosis, family history, morphology, ER status, PR status, and HER2 status, and (neo)adjuvant therapy. In studies of Asian women, with limited follow-up, CBC risk associated with PRS313 was assessed using logistic regression for 340 women with CBC compared with 12,133 women with unilateral breast cancer. Higher PRS313 was associated with increased CBC risk: hazard ratio per standard deviation (SD) = 1.25 (95%CI = 1.18-1.33) for Europeans, and an OR per SD = 1.15 (95%CI = 1.02-1.29) for Asians. The absolute lifetime risks of CBC, accounting for death as competing risk, were 12.4% for European women at the 10th percentile and 20.5% at the 90th percentile of PRS313. We found no evidence of confounding by or interaction with individual characteristics, characteristics of the primary tumor, or treatment. The C-index for the PRS313 alone was 0.563 (95%CI = 0.547-0.586). In conclusion, PRS313 is an independent factor associated with CBC risk and can be incorporated into CBC risk prediction models to help improve stratification and optimize surveillance and treatment strategies.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Genome, Human , Multifactorial Inheritance , Neoplasms, Second Primary/genetics , Adult , Aged , Asian People , Breast Neoplasms/diagnosis , Breast Neoplasms/ethnology , Breast Neoplasms/therapy , Cohort Studies , Estrogen Receptor alpha/genetics , Estrogen Receptor alpha/metabolism , Female , Gene Expression , Genome-Wide Association Study , Humans , Middle Aged , Neoadjuvant Therapy/methods , Neoplasms, Second Primary/diagnosis , Neoplasms, Second Primary/ethnology , Neoplasms, Second Primary/therapy , Prognosis , Proportional Hazards Models , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism , Receptors, Progesterone/genetics , Receptors, Progesterone/metabolism , Risk Assessment , White People
19.
Nature ; 551(7678): 92-94, 2017 11 02.
Article in English | MEDLINE | ID: mdl-29059683

ABSTRACT

Breast cancer risk is influenced by rare coding variants in susceptibility genes, such as BRCA1, and many common, mostly non-coding variants. However, much of the genetic contribution to breast cancer risk remains unknown. Here we report the results of a genome-wide association study of breast cancer in 122,977 cases and 105,974 controls of European ancestry and 14,068 cases and 13,104 controls of East Asian ancestry. We identified 65 new loci that are associated with overall breast cancer risk at P < 5 × 10-8. The majority of credible risk single-nucleotide polymorphisms in these loci fall in distal regulatory elements, and by integrating in silico data to predict target genes in breast cells at each locus, we demonstrate a strong overlap between candidate target genes and somatic driver genes in breast tumours. We also find that heritability of breast cancer due to all single-nucleotide polymorphisms in regulatory features was 2-5-fold enriched relative to the genome-wide average, with strong enrichment for particular transcription factor binding sites. These results provide further insight into genetic susceptibility to breast cancer and will improve the use of genetic risk scores for individualized screening and prevention.


Subject(s)
Breast Neoplasms/genetics , Genetic Loci , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Asia/ethnology , Asian People/genetics , Binding Sites/genetics , Breast Neoplasms/diagnosis , Computer Simulation , Europe/ethnology , Female , Humans , Multifactorial Inheritance/genetics , Polymorphism, Single Nucleotide/genetics , Regulatory Sequences, Nucleic Acid , Risk Assessment , Transcription Factors/metabolism , White People/genetics
20.
Genet Epidemiol ; 45(1): 99-114, 2021 02.
Article in English | MEDLINE | ID: mdl-32924180

ABSTRACT

Clinical trial results have recently demonstrated that inhibiting inflammation by targeting the interleukin-1ß pathway can offer a significant reduction in lung cancer incidence and mortality, highlighting a pressing and unmet need to understand the benefits of inflammation-focused lung cancer therapies at the genetic level. While numerous genome-wide association studies (GWAS) have explored the genetic etiology of lung cancer, there remains a large gap between the type of information that may be gleaned from an association study and the depth of understanding necessary to explain and drive translational findings. Thus, in this study we jointly model and integrate extensive multiomics data sources, utilizing a total of 40 genome-wide functional annotations that augment previously published results from the International Lung Cancer Consortium (ILCCO) GWAS, to prioritize and characterize single nucleotide polymorphisms (SNPs) that increase risk of squamous cell lung cancer through the inflammatory and immune responses. Our work bridges the gap between correlative analysis and translational follow-up research, refining GWAS association measures in an interpretable and systematic manner. In particular, reanalysis of the ILCCO data highlights the impact of highly associated SNPs from nuclear factor-κB signaling pathway genes as well as major histocompatibility complex mediated variation in immune responses. One consequence of prioritizing likely functional SNPs is the pruning of variants that might be selected for follow-up work by over an order of magnitude, from potentially tens of thousands to hundreds. The strategies we introduce provide informative and interpretable approaches for incorporating extensive genome-wide annotation data in analysis of genetic association studies.


Subject(s)
Genome-Wide Association Study , Lung Neoplasms , Epithelial Cells , Genetic Predisposition to Disease , Humans , Inflammation/genetics , Lung Neoplasms/genetics , Models, Genetic , Polymorphism, Single Nucleotide
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