ABSTRACT
The gut microbiome has been implicated in multiple human chronic gastrointestinal (GI) disorders. Determining its mechanistic role in disease has been difficult due to apparent disconnects between animal and human studies and lack of an integrated multi-omics view of disease-specific physiological changes. We integrated longitudinal multi-omics data from the gut microbiome, metabolome, host epigenome, and transcriptome in the context of irritable bowel syndrome (IBS) host physiology. We identified IBS subtype-specific and symptom-related variation in microbial composition and function. A subset of identified changes in microbial metabolites correspond to host physiological mechanisms that are relevant to IBS. By integrating multiple data layers, we identified purine metabolism as a novel host-microbial metabolic pathway in IBS with translational potential. Our study highlights the importance of longitudinal sampling and integrating complementary multi-omics data to identify functional mechanisms that can serve as therapeutic targets in a comprehensive treatment strategy for chronic GI diseases. VIDEO ABSTRACT.
Subject(s)
Gastrointestinal Microbiome/genetics , Gene Expression Regulation/genetics , Irritable Bowel Syndrome/metabolism , Metabolome , Purines/metabolism , Transcriptome/genetics , Animals , Bile Acids and Salts/metabolism , Biopsy , Butyrates/metabolism , Chromatography, Liquid , Cross-Sectional Studies , Epigenomics , Feces/microbiology , Female , Gastrointestinal Microbiome/physiology , Gene Expression Regulation/physiology , Host Microbial Interactions/genetics , Humans , Hypoxanthine/metabolism , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/microbiology , Longitudinal Studies , Male , Metabolome/physiology , Mice , Observational Studies as Topic , Prospective Studies , Software , Tandem Mass Spectrometry , Transcriptome/physiologyABSTRACT
Traditional cardiovascular risk factors, including hypertension, only explain part of major adverse cardiac events (MACEs). Understanding what other risk factors contribute to MACE is essential for prevention. Constipation shares common risk factors with hypertension and is associated with an increased risk of several cardiovascular diseases. We hypothesized that constipation is an underappreciated risk factor for MACE. We used the population healthcare and genomic data in the UK Biobank (n = 408,354) to study the contribution of constipation (ICD10 K59.0) to the risk of MACE, defined by any episode of acute coronary syndrome (ACS), ischemic stroke, and heart failure (HF). Analyses were controlled for traditional cardiovascular risk factors. We also assessed genetic correlations (rg) between constipation and MACE. Constipation cases (n = 23,814) exhibited a significantly higher risk of MACE compared with those with normal bowel habits [odds ratio (OR) = 2.15, P < 1.00 × 10-300]. Constipation was also significantly associated with individual MACE subgroups, in order: HF (OR = 2.72, P < 1.00 × 10-300), ischemic stroke (OR = 2.36, P = 2.02 × 10-230), and ACS (OR = 1.62, P = 5.82 × 10-113). In comparison with patients with constipation-free hypertension, patients with hypertension with constipation showed significantly higher odds of MACE (OR = 1.68, P = 1.05 × 10-136) and a 34% increased risk of MACE occurrence (P = 2.3 × 10-50) after adjustment for medications that affect gut motility and other traditional cardiovascular risk factors. Finally, we detected positive genetic correlations between constipation and MACE subgroups ACS (rg = 0.27, P = 2.12 × 10-6), ischemic stroke (rg = 0.23, P = 0.011), and HF (rg = 0.21, P = 0.0062). We identified constipation as a potential risk factor independently associated with higher MACE prevalence. These findings warrant further studies on their causal relationship and identification of pathophysiological mechanisms.NEW & NOTEWORTHY Analyzing 408,354 participants of the UK Biobank, we show that constipation cases exhibited a significantly higher risk of major adverse cardiac events (MACEs) than those with regular bowel habits. In comparison with patients with constipation-free hypertension, patients with hypertension with constipation showed significantly higher odds of MACE and a 34% increased risk of subsequent MACE occurrence. Finally, we detected positive genetic correlations between constipation and MACE. This association holds potential for therapeutic exploitation and prevention based on individuals' risk assessment.
Subject(s)
Constipation , Heart Failure , Humans , Constipation/epidemiology , Constipation/genetics , Female , Male , United Kingdom/epidemiology , Middle Aged , Aged , Heart Failure/epidemiology , Heart Failure/genetics , Heart Failure/physiopathology , Ischemic Stroke/epidemiology , Ischemic Stroke/genetics , Risk Assessment , Risk Factors , Acute Coronary Syndrome/epidemiology , Acute Coronary Syndrome/genetics , Adult , Heart Disease Risk Factors , Genetic Predisposition to DiseaseABSTRACT
BACKGROUND: There is considerable variation in disease behavior among patients infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus that causes coronavirus disease 2019 (Covid-19). Genomewide association analysis may allow for the identification of potential genetic factors involved in the development of Covid-19. METHODS: We conducted a genomewide association study involving 1980 patients with Covid-19 and severe disease (defined as respiratory failure) at seven hospitals in the Italian and Spanish epicenters of the SARS-CoV-2 pandemic in Europe. After quality control and the exclusion of population outliers, 835 patients and 1255 control participants from Italy and 775 patients and 950 control participants from Spain were included in the final analysis. In total, we analyzed 8,582,968 single-nucleotide polymorphisms and conducted a meta-analysis of the two case-control panels. RESULTS: We detected cross-replicating associations with rs11385942 at locus 3p21.31 and with rs657152 at locus 9q34.2, which were significant at the genomewide level (P<5×10-8) in the meta-analysis of the two case-control panels (odds ratio, 1.77; 95% confidence interval [CI], 1.48 to 2.11; P = 1.15×10-10; and odds ratio, 1.32; 95% CI, 1.20 to 1.47; P = 4.95×10-8, respectively). At locus 3p21.31, the association signal spanned the genes SLC6A20, LZTFL1, CCR9, FYCO1, CXCR6 and XCR1. The association signal at locus 9q34.2 coincided with the ABO blood group locus; in this cohort, a blood-group-specific analysis showed a higher risk in blood group A than in other blood groups (odds ratio, 1.45; 95% CI, 1.20 to 1.75; P = 1.48×10-4) and a protective effect in blood group O as compared with other blood groups (odds ratio, 0.65; 95% CI, 0.53 to 0.79; P = 1.06×10-5). CONCLUSIONS: We identified a 3p21.31 gene cluster as a genetic susceptibility locus in patients with Covid-19 with respiratory failure and confirmed a potential involvement of the ABO blood-group system. (Funded by Stein Erik Hagen and others.).
Subject(s)
ABO Blood-Group System/genetics , Betacoronavirus , Chromosomes, Human, Pair 3/genetics , Coronavirus Infections/genetics , Genetic Predisposition to Disease , Pneumonia, Viral/genetics , Polymorphism, Single Nucleotide , Respiratory Insufficiency/genetics , Aged , COVID-19 , Case-Control Studies , Chromosomes, Human, Pair 9/genetics , Coronavirus Infections/complications , Female , Genetic Loci , Genome-Wide Association Study , Humans , Italy , Male , Middle Aged , Multigene Family , Pandemics , Pneumonia, Viral/complications , Respiratory Insufficiency/etiology , SARS-CoV-2 , SpainABSTRACT
BACKGROUND & AIMS: The gut virome includes eukaryotic viruses and bacteriophages that can shape the gut bacterial community and elicit host responses. The virome can be implicated in diseases, such as irritable bowel syndrome (IBS), where gut bacteria play an important role in pathogenesis. We provide a comprehensive and longitudinal characterization of the virome, including DNA and RNA viruses and paired multi-omics data in a cohort of healthy subjects and patients with IBS. METHODS: We selected 2 consecutive stool samples per subject from a longitudinal study cohort and performed metagenomic sequencing on DNA and RNA viruses after enriching for viral-like particles. Viral sequence abundance was evaluated over time, as well as in the context of diet, bacterial composition and function, metabolite levels, colonic gene expression, host genetics, and IBS subsets. RESULTS: We found that the gut virome was temporally stable and correlated with the colonic transcriptome. We identified IBS-subset-specific changes in phage populations; Microviridae, Myoviridae, and Podoviridae species were elevated in diarrhea-predominant IBS, and other Microviridae and Myoviridae species were elevated in constipation-predominant IBS compared to healthy controls. We identified correlations between subsets of the virome and bacterial composition (unclassifiable "dark matter" and phages) and diet (eukaryotic viruses). CONCLUSIONS: We found that the gut virome is stable over time but varies among subsets of patients with IBS. It can be affected by diet and potentially influences host function via interactions with gut bacteria and/or altering host gene expression.
Subject(s)
Diet , Intestines/virology , Irritable Bowel Syndrome/virology , Transcriptome , Virome , Viruses/growth & development , Adult , Bacteriophages/genetics , Bacteriophages/growth & development , Case-Control Studies , Diet/adverse effects , Female , Gastrointestinal Microbiome , Gene Expression Profiling , Gene Expression Regulation , Host-Pathogen Interactions , Humans , Intestines/microbiology , Irritable Bowel Syndrome/diagnosis , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/microbiology , Longitudinal Studies , Male , Metagenome , Metagenomics , Middle Aged , Virology , Viruses/geneticsABSTRACT
OBJECTIVE: Haemorrhoidal disease (HEM) affects a large and silently suffering fraction of the population but its aetiology, including suspected genetic predisposition, is poorly understood. We report the first genome-wide association study (GWAS) meta-analysis to identify genetic risk factors for HEM to date. DESIGN: We conducted a GWAS meta-analysis of 218 920 patients with HEM and 725 213 controls of European ancestry. Using GWAS summary statistics, we performed multiple genetic correlation analyses between HEM and other traits as well as calculated HEM polygenic risk scores (PRS) and evaluated their translational potential in independent datasets. Using functional annotation of GWAS results, we identified HEM candidate genes, which differential expression and coexpression in HEM tissues were evaluated employing RNA-seq analyses. The localisation of expressed proteins at selected loci was investigated by immunohistochemistry. RESULTS: We demonstrate modest heritability and genetic correlation of HEM with several other diseases from the GI, neuroaffective and cardiovascular domains. HEM PRS validated in 180 435 individuals from independent datasets allowed the identification of those at risk and correlated with younger age of onset and recurrent surgery. We identified 102 independent HEM risk loci harbouring genes whose expression is enriched in blood vessels and GI tissues, and in pathways associated with smooth muscles, epithelial and endothelial development and morphogenesis. Network transcriptomic analyses highlighted HEM gene coexpression modules that are relevant to the development and integrity of the musculoskeletal and epidermal systems, and the organisation of the extracellular matrix. CONCLUSION: HEM has a genetic component that predisposes to smooth muscle, epithelial and connective tissue dysfunction.
ABSTRACT
Irritable bowel syndrome (IBS) is a gut-brain disorder in which symptoms are shaped by serotonin acting centrally and peripherally. The serotonin transporter gene SLC6A4 has been implicated in IBS pathophysiology, but the underlying genetic mechanisms remain unclear. We sequenced the alternative P2 promoter driving intestinal SLC6A4 expression and identified single nucleotide polymorphisms (SNPs) that were associated with IBS in a discovery sample. Identified SNPs built different haplotypes, and the tagging SNP rs2020938 seems to associate with constipation-predominant IBS (IBS-C) in females. rs2020938 validation was performed in 1978 additional IBS patients and 6,038 controls from eight countries. Meta-analysis on data from 2,175 IBS patients and 6,128 controls confirmed the association with female IBS-C. Expression analyses revealed that the P2 promoter drives SLC6A4 expression primarily in the small intestine. Gene reporter assays showed a functional impact of SNPs in the P2 region. In silico analysis of the polymorphic promoter indicated differential expression regulation. Further follow-up revealed that the major allele of the tagging SNP rs2020938 correlates with differential SLC6A4 expression in the jejunum and with stool consistency, indicating functional relevance. Our data consolidate rs2020938 as a functional SNP associated with IBS-C risk in females, underlining the relevance of SLC6A4 in IBS pathogenesis.
Subject(s)
Biomarkers/metabolism , Irritable Bowel Syndrome/pathology , Phenotype , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Serotonin Plasma Membrane Transport Proteins/genetics , Serotonin/metabolism , Female , Haplotypes , Humans , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Irritable Bowel Syndrome/etiology , Irritable Bowel Syndrome/metabolismABSTRACT
The Ca2+-activated Cl- channel, anoctamin 1 (Ano1, also known as transmembrane protein 16A) contributes to intestinal pacemaking, fluid secretion, cellular excitability, and tissue development. The human ANO1 promoter contains binding sites for the glioma-associated oncogene (Gli) proteins. We investigated regulation of ANO1 transcription by Gli. ANO1 promoter activity was determined using a luciferase reporter system. Binding and functional effects of Glis on ANO1 transcription and expression were demonstrated by chromatin immunoprecipitation, small interfering RNA knockdown, PCR, immunolabeling, and recordings of Ca2+-activated Cl- currents in human embryonic kidney 293 (HEK293) cells. Results from previous genome-wide association studies were used to test ANO1 promoter polymorphisms for association with disease. Gli1 and Gli2 bound to the promoter and repressed ANO1 transcription. Repression depended on Gli binding to a site close to the ANO1 transcriptional start site. Mutation of this site prevented Gli binding and transcriptional repression. Knockdown of Gli expression and inhibition of Gli activity increased expression of ANO1 RNA and Ca2+-activated Cl- currents in HEK293 cells. A single-nucleotide polymorphism prevented Gli binding and showed association with irritable bowel syndrome. We conclude that Gli1 and Gli2 repress ANO1 by a novel mechanism that is independent of Gli cleavage and that has a role in gastrointestinal function.-Mazzone, A., Gibbons, S. J., Eisenman, S. T., Strege, P. R., Zheng, T., D'Amato, M., Ordog, T., Fernandez-Zapico, M. E., Farrugia, G. Direct repression of anoctamin 1 (ANO1) gene transcription by Gli proteins.
Subject(s)
Anoctamin-1/biosynthesis , Gene Expression Regulation , Neoplasm Proteins/biosynthesis , Nuclear Proteins/metabolism , Transcription Initiation Site , Transcription, Genetic , Zinc Finger Protein GLI1/metabolism , Zinc Finger Protein Gli2/metabolism , Anoctamin-1/genetics , Calcium/metabolism , Calcium Signaling , HEK293 Cells , Humans , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/metabolism , Mutation , Neoplasm Proteins/genetics , Nuclear Proteins/genetics , Polymorphism, Single Nucleotide , Zinc Finger Protein GLI1/genetics , Zinc Finger Protein Gli2/geneticsABSTRACT
BACKGROUND & AIMS: Genetic factors are believed to affect risk for irritable bowel syndrome (IBS), but there have been no sufficiently powered and adequately sized studies. To identify DNA variants associated with IBS risk, we performed a genome-wide association study (GWAS) of the large UK Biobank population-based cohort, which includes genotype and health data from 500,000 participants. METHODS: We studied 7,287,191 high-quality single nucleotide polymorphisms in individuals who self-reported a doctor's diagnosis of IBS (cases; n = 9576) compared to the remainder of the cohort (controls; n = 336,499) (mean age of study subjects, 40-69 years). Genome-wide significant findings were further investigated in 2045 patients with IBS from tertiary centers and 7955 population controls from Europe and the United States, and a small general population sample from Sweden (n = 249). Functional annotation of GWAS results was carried out by integrating data from multiple biorepositories to obtain biological insights from the observed associations. RESULTS: We identified a genome-wide significant association on chromosome 9q31.2 (single nucleotide polymorphism rs10512344; P = 3.57 × 10-8) in a region previously linked to age at menarche, and 13 additional loci of suggestive significance (P < 5.0×10-6). Sex-stratified analyses revealed that the variants at 9q31.2 affect risk of IBS in women only (P = 4.29 × 10-10 in UK Biobank) and also associate with constipation-predominant IBS in women (P = .015 in the tertiary cohort) and harder stools in women (P = .0012 in the population-based sample). Functional annotation of the 9q31.2 locus identified 8 candidate genes, including the elongator complex protein 1 gene (ELP1 or IKBKAP), which is mutated in patients with familial dysautonomia. CONCLUSIONS: In a sufficiently powered GWAS of IBS, we associated variants at the locus 9q31.2 with risk of IBS in women. This observation may provide additional rationale for investigating the role of sex hormones and autonomic dysfunction in IBS.
Subject(s)
Chromosomes, Human, Pair 9/genetics , Constipation/genetics , Irritable Bowel Syndrome/genetics , Menarche/genetics , Adult , Aged , Constipation/etiology , Constipation/physiopathology , Europe , Female , Genetic Predisposition to Disease , Genetic Variation , Genome-Wide Association Study , Genotype , Humans , Irritable Bowel Syndrome/complications , Irritable Bowel Syndrome/physiopathology , Male , Middle Aged , Polymorphism, Single Nucleotide , Self Report , Sex Factors , Sweden , United StatesABSTRACT
OBJECTIVE: IBS is a common gut disorder of uncertain pathogenesis. Among other factors, genetics and certain foods are proposed to contribute. Congenital sucrase-isomaltase deficiency (CSID) is a rare genetic form of disaccharide malabsorption characterised by diarrhoea, abdominal pain and bloating, which are features common to IBS. We tested sucrase-isomaltase (SI) gene variants for their potential relevance in IBS. DESIGN: We sequenced SI exons in seven familial cases, and screened four CSID mutations (p.Val557Gly, p.Gly1073Asp, p.Arg1124Ter and p.Phe1745Cys) and a common SI coding polymorphism (p.Val15Phe) in a multicentre cohort of 1887 cases and controls. We studied the effect of the 15Val to 15Phe substitution on SI function in vitro. We analysed p.Val15Phe genotype in relation to IBS status, stool frequency and faecal microbiota composition in 250 individuals from the general population. RESULTS: CSID mutations were more common in patients than asymptomatic controls (p=0.074; OR=1.84) and Exome Aggregation Consortium reference sequenced individuals (p=0.020; OR=1.57). 15Phe was detected in 6/7 sequenced familial cases, and increased IBS risk in case-control and population-based cohorts, with best evidence for diarrhoea phenotypes (combined p=0.00012; OR=1.36). In the population-based sample, 15Phe allele dosage correlated with stool frequency (p=0.026) and Parabacteroides faecal microbiota abundance (p=0.0024). The SI protein with 15Phe exhibited 35% reduced enzymatic activity in vitro compared with 15Val (p<0.05). CONCLUSIONS: SI gene variants coding for disaccharidases with defective or reduced enzymatic activity predispose to IBS. This may help the identification of individuals at risk, and contribute to personalising treatment options in a subset of patients.
Subject(s)
Irritable Bowel Syndrome/enzymology , Irritable Bowel Syndrome/genetics , Sucrase-Isomaltase Complex/genetics , Sucrase-Isomaltase Complex/metabolism , Adult , Animals , Carbohydrate Metabolism, Inborn Errors/genetics , Case-Control Studies , Cell Line , Cell Membrane/enzymology , DNA Mutational Analysis , Defecation/genetics , Diarrhea/etiology , Exons , Feces/microbiology , Female , Gene Dosage , Genotype , Haplorhini , Humans , Irritable Bowel Syndrome/complications , Male , Middle Aged , Phenotype , Polymorphism, Single Nucleotide , Risk Factors , Sucrase-Isomaltase Complex/deficiency , TransfectionABSTRACT
Patients with irritable bowel syndrome (IBS) often associate their symptoms to certain foods. In congenital sucrase-isomaltase deficiency (CSID), recessive mutations in the SI gene (coding for the disaccharidase digesting sucrose and 60% of dietary starch)1 cause clinical features of IBS through colonic accumulation of undigested carbohydrates, triggering bowel symptoms.2 Hence, in a previous study,3 we hypothesized that CSID variants reducing SI enzymatic activity may contribute to development of IBS symptoms. We detected association with increased risk of IBS for 4 rare loss-of-function variants typically found in (homozygous) CSID patients, because carriers (heterozygous) of these rare variants were more common in patients than in controls.1,4 Through a 2-step computational and experimental strategy, the present study aimed to determine whether other (dys-)functional SI variants are associated with risk of IBS in addition to known CSID mutations. We first aimed to identify all SI rare pathogenic variants (SI-RPVs) on the basis of integrated Mendelian Clinically Applicable Pathogenicity (M-CAP) and Combined Annotation Dependent Depletion (CADD) predictive (clinically relevant) scores; next, we inspected genotype data currently available for 2207 IBS patients from a large ongoing project to compare SI-RPV case frequencies with ethnically matched population frequencies from the Exome Aggregation Consortium (ExAC).
Subject(s)
Gene Frequency , Genotype , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/pathology , Sucrase-Isomaltase Complex/deficiency , Humans , PrevalenceSubject(s)
Genetic Variation , Irritable Bowel Syndrome/genetics , Sucrase-Isomaltase Complex/genetics , Case-Control Studies , Female , Genetic Predisposition to Disease , Humans , Irritable Bowel Syndrome/diagnosis , Irritable Bowel Syndrome/enzymology , Irritable Bowel Syndrome/epidemiology , Male , Phenotype , Prevalence , Risk Assessment , Risk Factors , United Kingdom/epidemiologySubject(s)
COVID-19/epidemiology , Colitis, Collagenous/epidemiology , Colitis, Lymphocytic/epidemiology , Aged , COVID-19/diagnosis , COVID-19/genetics , COVID-19/therapy , Case-Control Studies , Colitis, Collagenous/diagnosis , Colitis, Collagenous/genetics , Colitis, Collagenous/therapy , Colitis, Lymphocytic/diagnosis , Colitis, Lymphocytic/genetics , Colitis, Lymphocytic/therapy , Comorbidity , Female , Genetic Loci , Hospitalization , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Prevalence , Prognosis , Risk Assessment , Risk Factors , Severity of Illness Index , Sweden/epidemiologyABSTRACT
AIM: This study aimed to investigate the presence of plasma minichromosome maintenance complex component 6 (MCM6) mRNA and protein levels in hepatocellular carcinoma (HCC) patients and evaluate their diagnostic value for HCC. METHODS: Blood samples were collected from 61 HCC and 29 cirrhotic patients, and 30 healthy individuals. Circulating RNA was extracted from plasma of all samples. The mRNA for MCM6 were amplified and quantified by real-time polymerase chain reaction. Plasma MCM6 and α-fetoprotein (AFP) protein levels were measured by enzyme-linked immunosorbent assay. RESULTS: In HCC patients, MCM6 mRNA and protein levels were significantly increased over the cirrhotic and healthy controls. The levels of MCM6 mRNA and protein in the plasma of HCC patients correlated to vascular invasion (P < 0.01). Higher MCM6 protein levels also correlated with tumor stage progression and lymph node metastasis. The MCM6 protein has sensitivity of 67.2% and specificity of 89.8% in differentiating total HCC from non-HCC individuals. In the AFP negative HCC group, MCM6 mRNA and protein could both detect 76.9% of HCC patients; combining the two of them increased the detection rate to 84.6%. In small HCC patients, MCM6 mRNA and protein could detect 64.3% and 71.4% of patients, respectively; combining AFP, MCM6 mRNA and MCM6 protein could detect 85.7% of small HCC patients. CONCLUSION: Our results suggest that MCM6 mRNA and protein levels in plasma can be promising independent biomarkers for HCC, especially in AFP negative and small HCC patients.
ABSTRACT
BACKGROUND & AIMS: Irritable bowel syndrome (IBS) shows genetic predisposition, and large-scale genome-wide association studies (GWAS) are emerging, based on heterogeneous disease definitions. We investigated the genetic architecture of IBS defined according to gold standard Rome Criteria. METHODS: We conducted GWAS meta-analyses of Rome III IBS and its subtypes in 24,735 IBS cases and 77,149 asymptomatic control subjects from 2 independent European cohorts (UK Biobank and Lifelines). Single-nucleotide polymorphism (SNP)-based heritability (h2SNP) and genetic correlations (rg) with other traits were calculated. IBS risk loci were functionally annotated to identify candidate genes. Sensitivity and conditional analyses were conducted to assess impact of confounders. Polygenic risk scores were computed and tested in independent datasets. RESULTS: Rome III IBS showed significant SNP-heritability (up to 13%) and similar genetic architecture across subtypes, including those with manifestations at the opposite ends of the symptom spectrum (rg = 0.48 between IBS-D and IBS-C). Genetic correlations with other traits highlighted commonalities with family history of heart disease and hypertension, coronary artery disease, and angina pectoris (rg = 0.20-0.45), among others. Four independent GWAS signals (P < 5×10-8) were detected, including 2 novel loci for IBS (rs2035380) and IBS-mixed (rs2048419) that had been previously associated with hypertension and coronary artery disease. Functional annotation of GWAS risk loci revealed genes implicated in circadian rhythm (BMAL1), intestinal barrier (CLDN23), immunomodulation (MFHAS1), and the cyclic adenosine monophosphate pathway (ADCY2). Polygenic risk scores allowed the identification of individuals at increased risk of IBS (odds ratio, 1.34; P = 1.1×10-3). CONCLUSIONS: Rome III Criteria capture higher SNP-heritability than previously estimated for IBS. The identified link between IBS and cardiovascular traits may contribute to the delineation of alternative therapeutic strategies, warranting further investigation.
Subject(s)
Genetic Predisposition to Disease , Genome-Wide Association Study , Irritable Bowel Syndrome , Multifactorial Inheritance , Polymorphism, Single Nucleotide , Humans , Irritable Bowel Syndrome/genetics , Female , Multifactorial Inheritance/genetics , Male , Middle Aged , Cardiovascular Diseases/genetics , Adult , Case-Control StudiesABSTRACT
AIMS: Animal models are regularly used to test the role of the gut microbiome in hypertension. Small-scale pre-clinical studies have investigated changes to the gut microbiome in the angiotensin II hypertensive model. However, the gut microbiome is influenced by internal and external experimental factors, which are not regularly considered in the study design. Once these factors are accounted for, it is unclear if microbiome signatures are reproduceable. We aimed to determine the influence of angiotensin II treatment on the gut microbiome using a large and diverse cohort of mice and to quantify the magnitude by which other factors contribute to microbiome variations. METHODS AND RESULTS: We conducted a retrospective study to establish a diverse mouse cohort resembling large human studies. We sequenced the V4 region of the 16S rRNA gene from 538 samples across the gastrointestinal tract of 303 male and female C57BL/6J mice randomized into sham or angiotensin II treatment from different genotypes, diets, animal facilities, and age groups. Analysing over 17 million sequencing reads, we observed that angiotensin II treatment influenced α-diversity (P = 0.0137) and ß-diversity (i.e. composition of the microbiome, P < 0.001). Bacterial abundance analysis revealed patterns consistent with a reduction in short-chain fatty acid producers, microbial metabolites that lower blood pressure. Furthermore, animal facility, genotype, diet, age, sex, intestinal sampling site, and sequencing batch had significant effects on both α- and ß-diversity (all P < 0.001). Sampling site (6.8%) and diet (6%) had the largest impact on the microbiome, while angiotensin II and sex had the smallest effect (each 0.4%). CONCLUSION: Our large-scale data confirmed findings from small-scale studies that angiotensin II impacted the gut microbiome. However, this effect was modest relative to most of the other factors studied. Accounting for these factors in future pre-clinical hypertensive studies will increase the likelihood that microbiome findings are replicable and translatable.
Subject(s)
Angiotensin II , Bacteria , Disease Models, Animal , Gastrointestinal Microbiome , Animals , Female , Male , Angiotensin II/pharmacology , Bacteria/genetics , Bacteria/drug effects , Bacteria/metabolism , Bacteria/growth & development , Bacteria/classification , Dysbiosis , Gastrointestinal Microbiome/drug effects , Hypertension/microbiology , Hypertension/physiopathology , Hypertension/drug therapy , Hypertension/metabolism , Intestines/microbiology , Intestines/drug effects , Mice, Inbred C57BL , Retrospective Studies , Ribotyping , RNA, Ribosomal, 16S/geneticsABSTRACT
BACKGROUND AND AIMS: Microscopic colitis [MC] is currently regarded as an inflammatory bowel disease that manifests as two subtypes: collagenous colitis [CC] and lymphocytic colitis [LC]. Whether these represent a clinical continuum or distinct entities is, however, an open question. Genetic investigations may contribute important insight into their respective pathophysiologies. METHODS: We conducted a genome-wide association study [GWAS] meta-analysis in 1498 CC, 373 LC patients, and 13 487 controls from Europe and the USA, combined with publicly available MC GWAS data from UK Biobank and FinnGen [2599 MC cases and 552 343 controls in total]. Human leukocyte antigen [HLA] alleles and polymorphic residues were imputed and tested for association, including conditional analyses for the identification of key causative variants and residues. Genetic correlations with other traits and diagnoses were also studied. RESULTS: We detected strong HLA association with CC, and conditional analyses highlighted the DRB1*03:01 allele and its residues Y26, N77, and R74 as key to this association (best pâ =â 1.4â ×â 10-23, odds ratio [OR]â =â 1.96). Nominally significant genetic correlations were detected between CC and pneumonia [rgâ =â 0.77; pâ =â 0.048] and oesophageal diseases [rgâ =â 0.45, pâ =â 0.023]. An additional locus was identified in MC GWAS analyses near the CLEC16A and RMI2 genes on chromosome 16 [rs35099084, pâ =â 2.0â ×â 10-8, ORâ =â 1.31]. No significant association was detected for LC. CONCLUSION: Our results suggest CC and LC have distinct pathophysiological underpinnings, characterised by an HLA predisposing role only in CC. This challenges existing classifications, eventually calling for a re-evaluation of the utility of MC umbrella definitions.