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1.
Neurol Sci ; 44(10): 3523-3533, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37162663

ABSTRACT

BACKGROUND: Metabolic syndrome is considered an important risk factor for cognitive decline and dementia. However, the evidence in middle-aged individuals is still conflicting. The aim of the study was to explore the association between metabolic syndrome and its individual components with cognitive function and to investigate possible interaction between sex, age and genetic predisposition for metabolic syndrome and Alzheimer's disease in a middle-aged Greek cohort. METHODS: A total of 2,077 healthy adults (mean age: 46.7 years) were included in the primary cross-sectional analysis and 305 of them in secondary prospective analyses. Metabolic syndrome was defined by the revised National Cholesterol Education-Adult Treatment Panel III and the International Diabetes Federation criteria. Cognitive function was measured primarily with the Trail Making, Verbal fluency and Logical Memory test, and in secondary prospective analyses with online versions of Posner cueing task, an emotional recognition task, Corsi block-tapping task and Stroop task. RESULTS: Multivariable linear regressions showed an association of metabolic syndrome with lower performance in attention (ß=1.62 seconds, 95% CI=0.20, 3.04) and memory (ß=-0.62 words, 95% CI=-1.19, -0.05) that could be driven by associations with elevated fasting glucose and abdominal obesity. Similar associations were observed in the secondary prospective analyses. CONCLUSION: In summary, metabolic syndrome was associated with cognitive deficits in domains related with the cognitive profile of vascular cognitive impairment.


Subject(s)
Cognitive Dysfunction , Metabolic Syndrome , Adult , Middle Aged , Humans , Metabolic Syndrome/complications , Metabolic Syndrome/epidemiology , Prospective Studies , Greece/epidemiology , Cross-Sectional Studies , Cognitive Dysfunction/epidemiology , Cognitive Dysfunction/complications , Cognition/physiology , Neuropsychological Tests
2.
PLoS Med ; 19(12): e1004141, 2022 12.
Article in English | MEDLINE | ID: mdl-36580444

ABSTRACT

BACKGROUND: Fatty acids are important dietary factors that have been extensively studied for their implication in health and disease. Evidence from epidemiological studies and randomised controlled trials on their role in cardiovascular, inflammatory, and other diseases remains inconsistent. The objective of this study was to assess whether genetically predicted fatty acid concentrations affect the risk of disease across a wide variety of clinical health outcomes. METHODS AND FINDINGS: The UK Biobank (UKB) is a large study involving over 500,000 participants aged 40 to 69 years at recruitment from 2006 to 2010. We used summary-level data for 117,143 UKB samples (base dataset), to extract genetic associations of fatty acids, and individual-level data for 322,232 UKB participants (target dataset) to conduct our discovery analysis. We studied potentially causal relationships of circulating fatty acids with 845 clinical diagnoses, using mendelian randomisation (MR) approach, within a phenome-wide association study (PheWAS) framework. Regression models in PheWAS were adjusted for sex, age, and the first 10 genetic principal components. External summary statistics were used for replication. When several fatty acids were associated with a health outcome, multivariable MR and MR-Bayesian method averaging (MR-BMA) was applied to disentangle their causal role. Genetic predisposition to higher docosahexaenoic acid (DHA) was associated with cholelithiasis and cholecystitis (odds ratio per mmol/L: 0.76, 95% confidence interval: 0.66 to 0.87). This was supported in replication analysis (FinnGen study) and by the genetically predicted omega-3 fatty acids analyses. Genetically predicted linoleic acid (LA), omega-6, polyunsaturated fatty acids (PUFAs), and total fatty acids (total FAs) showed positive associations with cardiovascular outcomes with support from replication analysis. Finally, higher genetically predicted levels of DHA (0.83, 0.73 to 0.95) and omega-3 (0.83, 0.75 to 0.92) were found to have a protective effect on obesity, which was supported using body mass index (BMI) in the GIANT consortium as replication analysis. Multivariable MR analysis suggested a direct detrimental effect of LA (1.64, 1.07 to 2.50) and omega-6 fatty acids (1.81, 1.06 to 3.09) on coronary heart disease (CHD). MR-BMA prioritised LA and omega-6 fatty acids as the top risk factors for CHD. Although we present a range of sensitivity analyses to the address MR assumptions, horizontal pleiotropy may still bias the reported associations and further evaluation in clinical trials is needed. CONCLUSIONS: Our study suggests potentially protective effects of circulating DHA and omega-3 concentrations on cholelithiasis and cholecystitis and on obesity, highlighting the need to further assess them as prevention treatments in clinical trials. Moreover, our findings do not support the supplementation of unsaturated fatty acids for cardiovascular disease prevention.


Subject(s)
Fatty Acids, Omega-3 , Fatty Acids, Omega-6 , Genetic Predisposition to Disease , Humans , Bayes Theorem , Cholelithiasis/epidemiology , Cholelithiasis/genetics , Coronary Disease/epidemiology , Coronary Disease/genetics , Docosahexaenoic Acids/blood , Docosahexaenoic Acids/genetics , Fatty Acids, Omega-3/blood , Fatty Acids, Omega-3/genetics , Fatty Acids, Omega-6/blood , Fatty Acids, Omega-6/genetics , Mendelian Randomization Analysis/methods , Obesity/epidemiology , Obesity/genetics , Cholecystitis/epidemiology , Cholecystitis/genetics , Adult , Middle Aged , Aged , Male , Female
3.
Nat Commun ; 13(1): 6939, 2022 11 14.
Article in English | MEDLINE | ID: mdl-36376304

ABSTRACT

C-reactive protein is involved in a plethora of pathophysiological conditions. Many genetic loci associated with C-reactive protein are annotated to lipid and glucose metabolism genes supporting common biological pathways between inflammation and metabolic traits. To identify novel pleiotropic loci, we perform multi-trait analysis of genome-wide association studies on C-reactive protein levels along with cardiometabolic traits, followed by a series of in silico analyses including colocalization, phenome-wide association studies and Mendelian randomization. We find 41 novel loci and 19 gene sets associated with C-reactive protein with various pleiotropic effects. Additionally, 41 variants colocalize between C-reactive protein and cardiometabolic risk factors and 12 of them display unexpected discordant effects between the shared traits which are translated into discordant associations with clinical outcomes in subsequent phenome-wide association studies. Our findings provide insights into shared mechanisms underlying inflammation and lipid metabolism, representing potential preventive and therapeutic targets.


Subject(s)
C-Reactive Protein , Genome-Wide Association Study , Humans , C-Reactive Protein/genetics , Polymorphism, Single Nucleotide , Genetic Pleiotropy , Genetic Loci , Inflammation/genetics , Genetic Predisposition to Disease , Mendelian Randomization Analysis
4.
J Cutan Med Surg ; 26(6): 613-621, 2022.
Article in English | MEDLINE | ID: mdl-36214355

ABSTRACT

Atopic dermatitis (AD) is a type 2 chronic skin disorder associated with systemic and psychosocial comorbidities decreasing the quality of life for many patients. Dupilumab, a human monoclonal antibody that blocks interleukins IL-4 and IL-13, is a recently added systematic treatment option with an emerging evidence base. Here, we assessed the safety and efficacy of dupilumab in patients with AD. We conducted a systematic review and meta-analysis of placebo-controlled randomized clinical trials evaluating the safety and efficacy of dupilumab on AD-related outcomes including clinical symptoms, quality of life and adverse events (AE). Subgroup analysis was further performed in adults and children/adolescents. Fourteen trials were included: twelve in adults (n = 3,817) and two in children/adolescents (n = 618). Dupilumab decreased the Eczema Area Severity Index (EASI) score [standardized mean difference (SMD) = -0.98; 95% confidence interval (95% CI) = (-1.09, -0.88)], the percent change difference in Scoring Atopic Dermatitis (SCORAD) [mean difference (MD) = -31.56, 95% CI = (-33.75, -29.36)], and in pruritus Numeric Rating Scale (pNRS) [MD = -29.24, 95% CI = (-32.11, -26.37)]. It also achieved a reduction of at least ≥75% in the EASI score [Risk Ratio (RR) = 2.89, 95% CI = (2.47, 3.38)], the Investigator's Global Assessment (IGA) score ≤1 [RR = 3.47, 95% CI = (2.96, 4.06)] and eight additional endpoints with no signs of increased AE compared to placebo. In subgroup analysis, the results were concordant for both groups. Dupilumab improved clinical symptoms and quality of life in adults and children/adolescents with a safety profile comparable to placebo.


Subject(s)
Dermatitis, Atopic , Adult , Adolescent , Child , Humans , Dermatitis, Atopic/complications , Dermatitis, Atopic/drug therapy , Dermatitis, Atopic/diagnosis , Quality of Life , Injections, Subcutaneous , Severity of Illness Index , Treatment Outcome , Double-Blind Method
6.
Nat Commun ; 13(1): 2198, 2022 04 22.
Article in English | MEDLINE | ID: mdl-35459240

ABSTRACT

Chronic low-grade inflammation is linked to a multitude of chronic diseases. We report the largest genome-wide association study (GWAS) on C-reactive protein (CRP), a marker of systemic inflammation, in UK Biobank participants (N = 427,367, European descent) and the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium (total N = 575,531 European descent). We identify 266 independent loci, of which 211 are not previously reported. Gene-set analysis highlighted 42 gene sets associated with CRP levels (p ≤ 3.2 ×10-6) and tissue expression analysis indicated a strong association of CRP related genes with liver and whole blood gene expression. Phenome-wide association study identified 27 clinical outcomes associated with genetically determined CRP and subsequent Mendelian randomisation analyses supported a causal association with schizophrenia, chronic airway obstruction and prostate cancer. Our findings identified genetic loci and functional properties of chronic low-grade inflammation and provided evidence for causal associations with a range of diseases.


Subject(s)
C-Reactive Protein , Genome-Wide Association Study , C-Reactive Protein/genetics , C-Reactive Protein/metabolism , Genetic Loci , Humans , Inflammation/genetics , Male , Mendelian Randomization Analysis , Phenomics , Polymorphism, Single Nucleotide
7.
J Med Genet ; 58(11): 720-728, 2021 11.
Article in English | MEDLINE | ID: mdl-34272311

ABSTRACT

Phenome-wide association study (PheWAS) has been increasingly used to identify novel genetic associations across a wide spectrum of phenotypes. This systematic review aims to summarise the PheWAS methodology, discuss the advantages and challenges of PheWAS, and provide potential implications for future PheWAS studies. Medical Literature Analysis and Retrieval System Online (MEDLINE) and Excerpta Medica Database (EMBASE) databases were searched to identify all published PheWAS studies up until 24 April 2021. The PheWAS methodology incorporating how to perform PheWAS analysis and which software/tool could be used, were summarised based on the extracted information. A total of 1035 studies were identified and 195 eligible articles were finally included. Among them, 137 (77.0%) contained 10 000 or more study participants, 164 (92.1%) defined the phenome based on electronic medical records data, 140 (78.7%) used genetic variants as predictors, and 73 (41.0%) conducted replication analysis to validate PheWAS findings and almost all of them (94.5%) received consistent results. The methodology applied in these PheWAS studies was dissected into several critical steps, including quality control of the phenome, selecting predictors, phenotyping, statistical analysis, interpretation and visualisation of PheWAS results, and the workflow for performing a PheWAS was established with detailed instructions on each step. This study provides a comprehensive overview of PheWAS methodology to help practitioners achieve a better understanding of the PheWAS design, to detect understudied or overstudied outcomes, and to direct their research by applying the most appropriate software and online tools for their study data structure.


Subject(s)
Genome-Wide Association Study/methods , Phenotype , Data Visualization , Humans , Polymorphism, Single Nucleotide , Quality Control , Sample Size , Software
8.
BMC Public Health ; 21(1): 1125, 2021 06 12.
Article in English | MEDLINE | ID: mdl-34118917

ABSTRACT

BACKGROUND: To assess the level of knowledge and trust in the policy decisions taken regarding the coronavirus disease (COVID-19) pandemic among Epirus Health Study (EHS) participants. METHODS: The EHS is an ongoing and deeply-phenotyped prospective cohort study that has recruited 667 participants in northwest Greece until August 31st, 2020. Level of knowledge on coronavirus (SARS-CoV-2) transmission and COVID-19 severity was labeled as poor, moderate or good. Variables assessing knowledge and beliefs towards the pandemic were summarized overall and by sex, age group (25-39, 40-49, 50-59, ≥60 years) and period of report (before the lifting of lockdown measures in Greece: March 30th to May 3rd, and two post-lockdown time periods: May 4th to June 31st, July 1st to August 31st). A hypothesis generating exposure-wide association analysis was conducted to evaluate the associations between 153 agnostically-selected explanatory variables and participants' knowledge. Correction for multiple comparisons was applied using a false discovery rate (FDR) threshold of 5%. RESULTS: A total of 563 participants (49 years mean age; 60% women) had available information on the standard EHS questionnaire, the clinical and biochemical measurements, and the COVID-19-related questionnaire. Percentages of poor, moderate and good knowledge status regarding COVID-19 were 4.5, 10.0 and 85.6%, respectively. The majority of participants showed absolute or moderate trust in the Greek health authorities for the management of the epidemic (90.1%), as well as in the Greek Government (84.7%) and the official national sources of information (87.4%). Trust in the authorities was weaker in younger participants and those who joined the study after the lifting of lockdown measures (p-value≤0.001). None of the factors examined was associated with participants' level of knowledge after correction for multiple testing. CONCLUSIONS: High level of knowledge about the COVID-19 pandemic and trust in the Greek authorities was observed, possibly due to the plethora of good quality publicly available information and the timely management of the pandemic at its early stages in Greece. Information campaigns for the COVID-19 pandemic should be encouraged even after the lifting of lockdown measures to increase public awareness.


Subject(s)
COVID-19 , Pandemics , Cohort Studies , Communicable Disease Control , Female , Greece/epidemiology , Humans , Male , Middle Aged , Prospective Studies , SARS-CoV-2 , Surveys and Questionnaires , Trust
9.
Nat Hum Behav ; 3(9): 950-961, 2019 09.
Article in English | MEDLINE | ID: mdl-31358974

ABSTRACT

Excessive alcohol consumption is one of the main causes of death and disability worldwide. Alcohol consumption is a heritable complex trait. Here we conducted a meta-analysis of genome-wide association studies of alcohol consumption (g d-1) from the UK Biobank, the Alcohol Genome-Wide Consortium and the Cohorts for Heart and Aging Research in Genomic Epidemiology Plus consortia, collecting data from 480,842 people of European descent to decipher the genetic architecture of alcohol intake. We identified 46 new common loci and investigated their potential functional importance using magnetic resonance imaging data and gene expression studies. We identify genetic pathways associated with alcohol consumption and suggest genetic mechanisms that are shared with neuropsychiatric disorders such as schizophrenia.


Subject(s)
Alcohol Drinking/genetics , Genes/genetics , Genetic Predisposition to Disease/genetics , Mental Disorders/genetics , Adult , Aged , Alcoholism/genetics , Brain/physiopathology , Female , Genes/physiology , Genome-Wide Association Study , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuroimaging , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Schizophrenia/genetics , White People/genetics
10.
PLoS Med ; 16(6): e1002833, 2019 06.
Article in English | MEDLINE | ID: mdl-31220083

ABSTRACT

BACKGROUND: Iron is integral to many physiological processes, and variations in its levels, even within the normal range, can have implications for health. The objective of this study was to explore the broad clinical effects of varying iron status. METHODS AND FINDINGS: Genome-wide association study (GWAS) summary data obtained from 48,972 European individuals (55% female) across 19 cohorts in the Genetics of Iron Status Consortium were used to identify 3 genetic variants (rs1800562 and rs1799945 in the hemochromatosis gene [HFE] and rs855791 in the transmembrane protease serine 6 gene [TMPRSS6]) that associate with increased serum iron, ferritin, and transferrin saturation and decreased transferrin levels, thus serving as instruments for systemic iron status. Phenome-wide association study (PheWAS) of these instruments was performed on 424,439 European individuals (54% female) in the UK Biobank who were aged 40-69 years when recruited from 2006 to 2010, with their genetic data linked to Hospital Episode Statistics (HES) from April, 1995 to March, 2016. Two-sample summary data mendelian randomization (MR) analysis was performed to investigate the effect of varying iron status on outcomes across the human phenome. MR-PheWAS analysis for the 3 iron status genetic instruments was performed separately and then pooled by meta-analysis. Correction was made for testing of multiple correlated phenotypes using a 5% false discovery rate (FDR) threshold. Heterogeneity between MR estimates for different instruments was used to indicate possible bias due to effects of the genetic variants through pathways unrelated to iron status. There were 904 distinct phenotypes included in the MR-PheWAS analyses. After correcting for multiple testing, the 3 genetic instruments for systemic iron status demonstrated consistent evidence of a causal effect of higher iron status on decreasing risk of traits related to anemia (iron deficiency anemia: odds ratio [OR] scaled to a standard deviation [SD] increase in genetically determined serum iron levels 0.72, 95% confidence interval [CI] 0.64-0.81, P = 4 × 10-8) and hypercholesterolemia (hypercholesterolemia: OR 0.88, 95% CI 0.83-0.93, P = 2 × 10-5) and increasing risk of traits related to infection of the skin and related structures (cellulitis and abscess of the leg: OR 1.25, 95% CI 1.10-1.42, P = 6 × 10-4). The main limitations of this study relate to possible bias from pleiotropic effects of the considered genetic variants and misclassification of diagnoses in the HES data. Furthermore, this work only investigated participants with European ancestry, and the findings may not be applicable to other ethnic groups. CONCLUSIONS: Our findings offer novel, to our knowledge, insight into previously unreported effects of iron status, highlighting a potential protective effect of higher iron status on hypercholesterolemia and a detrimental role on risk of skin and skin structure infections. Given the modifiable and variable nature of iron status, these findings warrant further investigation.


Subject(s)
Genome-Wide Association Study/methods , Iron/blood , Mendelian Randomization Analysis/methods , Phenotype , Adult , Aged , Biomarkers/blood , Cohort Studies , Female , Humans , Male , Middle Aged , Prospective Studies
11.
Circulation ; 140(4): 270-279, 2019 07 23.
Article in English | MEDLINE | ID: mdl-31234639

ABSTRACT

BACKGROUND: Drug effects can be investigated through natural variation in the genes for their protein targets. The present study aimed to use this approach to explore the potential side effects and repurposing potential of antihypertensive drugs, which are among the most commonly used medications worldwide. METHODS: Genetic proxies for the effect of antihypertensive drug classes were identified as variants in the genes for the corresponding targets that associated with systolic blood pressure at genome-wide significance. Mendelian randomization estimates for drug effects on coronary heart disease and stroke risk were compared with randomized, controlled trial results. A phenome-wide association study in the UK Biobank was performed to identify potential side effects and repurposing opportunities, with findings investigated in the Vanderbilt University biobank (BioVU) and in observational analysis of the UK Biobank. RESULTS: Suitable genetic proxies for angiotensin-converting enzyme inhibitors, ß-blockers, and calcium channel blockers (CCBs) were identified. Mendelian randomization estimates for their effect on coronary heart disease and stroke risk, respectively, were comparable to results from randomized, controlled trials against placebo. A phenome-wide association study in the UK Biobank identified an association of the CCB standardized genetic risk score with increased risk of diverticulosis (odds ratio, 1.02 per standard deviation increase; 95% CI, 1.01-1.04), with a consistent estimate found in BioVU (odds ratio, 1.01; 95% CI, 1.00-1.02). Cox regression analysis of drug use in the UK Biobank suggested that this association was specific to nondihydropyridine CCBs (hazard ratio 1.49 considering thiazide diuretic agents as a comparator; 95% CI, 1.04-2.14) but not dihydropyridine CCBs (hazard ratio, 1.04; 95% CI, 0.83-1.32). CONCLUSIONS: Genetic variants can be used to explore the efficacy and side effects of antihypertensive medications. The identified potential effect of nondihydropyridine CCBs on diverticulosis risk could have clinical implications and warrants further investigation.


Subject(s)
Antihypertensive Agents/adverse effects , Antihypertensive Agents/therapeutic use , Drug-Related Side Effects and Adverse Reactions/genetics , Antihypertensive Agents/pharmacology , Humans , Pharmacogenomic Variants
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