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Conventional measurements of fasting and postprandial blood glucose levels investigated in genome-wide association studies (GWAS) cannot capture the effects of DNA variability on 'around the clock' glucoregulatory processes. Here we show that GWAS meta-analysis of glucose measurements under nonstandardized conditions (random glucose (RG)) in 476,326 individuals of diverse ancestries and without diabetes enables locus discovery and innovative pathophysiological observations. We discovered 120 RG loci represented by 150 distinct signals, including 13 with sex-dimorphic effects, two cross-ancestry and seven rare frequency signals. Of these, 44 loci are new for glycemic traits. Regulatory, glycosylation and metagenomic annotations highlight ileum and colon tissues, indicating an underappreciated role of the gastrointestinal tract in controlling blood glucose. Functional follow-up and molecular dynamics simulations of lower frequency coding variants in glucagon-like peptide-1 receptor (GLP1R), a type 2 diabetes treatment target, reveal that optimal selection of GLP-1R agonist therapy will benefit from tailored genetic stratification. We also provide evidence from Mendelian randomization that lung function is modulated by blood glucose and that pulmonary dysfunction is a diabetes complication. Our investigation yields new insights into the biology of glucose regulation, diabetes complications and pathways for treatment stratification.
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Diabetes Mellitus Tipo 2 , Glucosa , Humanos , Estudio de Asociación del Genoma Completo , Glucemia/genética , Diabetes Mellitus Tipo 2/genética , ColonRESUMEN
Circulating proteins have important functions in inflammation and a broad range of diseases. To identify genetic influences on inflammation-related proteins, we conducted a genome-wide protein quantitative trait locus (pQTL) study of 91 plasma proteins measured using the Olink Target platform in 14,824 participants. We identified 180 pQTLs (59 cis, 121 trans). Integration of pQTL data with eQTL and disease genome-wide association studies provided insight into pathogenesis, implicating lymphotoxin-α in multiple sclerosis. Using Mendelian randomization (MR) to assess causality in disease etiology, we identified both shared and distinct effects of specific proteins across immune-mediated diseases, including directionally discordant effects of CD40 on risk of rheumatoid arthritis versus multiple sclerosis and inflammatory bowel disease. MR implicated CXCL5 in the etiology of ulcerative colitis (UC) and we show elevated gut CXCL5 transcript expression in patients with UC. These results identify targets of existing drugs and provide a powerful resource to facilitate future drug target prioritization.
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Colitis Ulcerosa , Enfermedades Inflamatorias del Intestino , Esclerosis Múltiple , Humanos , Estudio de Asociación del Genoma Completo , Enfermedades Inflamatorias del Intestino/genética , Sitios de Carácter Cuantitativo , Colitis Ulcerosa/tratamiento farmacológico , Colitis Ulcerosa/genética , Inflamación/genética , Esclerosis Múltiple/genética , Polimorfismo de Nucleótido SimpleRESUMEN
Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.
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Fibrilación Atrial , Enfermedades Cardiovasculares , Humanos , Enfermedades Cardiovasculares/genética , Factores de Riesgo , Frecuencia Cardíaca/genética , Predisposición Genética a la Enfermedad , Análisis de la Aleatorización Mendeliana/métodos , Estudio de Asociación del Genoma Completo/métodos , Polimorfismo de Nucleótido SimpleRESUMEN
[This corrects the article DOI: 10.7150/thno.20047.].
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RATIONALE: Breast carcinoma is the most common primary source of choroidal metastasis (CM). In the present case, esophageal cancer was the primary tumour, brain metastasis occurred, and CM occurred later in the left eye with 2 retinal detachments, which is very rare. PATIENT CONCERNS: A 62-year-old man complained of a sudden decrease in visual acuity consisting of a small shadow in front of his left eye with a sensation of covered vision after 1 cycle of systemic chemotherapy and radiotherapy for resected esophageal cancer with brain metastasis. Fundus examination revealed exudative retinal detachment without retinal tears. CM with exudative retinal detachment was also considered. The patient refused further treatment. After the second cycle of chemotherapy, there were no significant changes in the retina and visual acuity improved. However, after craniocerebral surgery for brain metastasis, the visual acuity decreased again and showed 3 choroidal masses with macular involvement and retinal detachment but without retinal tears. DIAGNOSIS: The final diagnosis was CM with retinal detachment. INTERVENTIONS: The patient was advised to undergo enucleation of the left eye during the second retinal detachment, but he refused. OUTCOMES: Two months after the second retinal detachment, the patient died of systemic metastases. LESSONS: It is important to consider CM when the first retinal detachment and known cancer are diagnosed. At present, it is necessary to develop a standardised treatment plan as well as a multidisciplinary approach to early diagnosis, combined treatment, and timely intervention for such cases.
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Neoplasias Encefálicas/secundario , Neoplasias de la Coroides/secundario , Neoplasias Esofágicas/patología , Desprendimiento de Retina/etiología , Perforaciones de la Retina/etiología , Neoplasias Encefálicas/patología , Neoplasias Encefálicas/terapia , Neoplasias de la Coroides/patología , Terapia Combinada , Neoplasias Esofágicas/terapia , Resultado Fatal , Humanos , Masculino , Persona de Mediana EdadRESUMEN
Severe COVID-19 is characterised by immunopathology and epithelial injury. Proteomic studies have identified circulating proteins that are biomarkers of severe COVID-19, but cannot distinguish correlation from causation. To address this, we performed Mendelian randomisation (MR) to identify proteins that mediate severe COVID-19. Using protein quantitative trait loci (pQTL) data from the SCALLOP consortium, involving meta-analysis of up to 26,494 individuals, and COVID-19 genome-wide association data from the Host Genetics Initiative, we performed MR for 157 COVID-19 severity protein biomarkers. We identified significant MR results for five proteins: FAS, TNFRSF10A, CCL2, EPHB4 and LGALS9. Further evaluation of these candidates using sensitivity analyses and colocalization testing provided strong evidence to implicate the apoptosis-associated cytokine receptor FAS as a causal mediator of severe COVID-19. This effect was specific to severe disease. Using RNA-seq data from 4,778 individuals, we demonstrate that the pQTL at the FAS locus results from genetically influenced alternate splicing causing skipping of exon 6. We show that the risk allele for very severe COVID-19 increases the proportion of transcripts lacking exon 6, and thereby increases soluble FAS. Soluble FAS acts as a decoy receptor for FAS-ligand, inhibiting apoptosis induced through membrane-bound FAS. In summary, we demonstrate a novel genetic mechanism that contributes to risk of severe of COVID-19, highlighting a pathway that may be a promising therapeutic target.
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Drug repurposing provides a rapid approach to meet the urgent need for therapeutics to address COVID-19. To identify therapeutic targets relevant to COVID-19, we conducted Mendelian randomization analyses, deriving genetic instruments based on transcriptomic and proteomic data for 1,263 actionable proteins that are targeted by approved drugs or in clinical phase of drug development. Using summary statistics from the Host Genetics Initiative and the Million Veteran Program, we studied 7,554 patients hospitalized with COVID-19 and >1 million controls. We found significant Mendelian randomization results for three proteins (ACE2, P = 1.6 × 10-6; IFNAR2, P = 9.8 × 10-11 and IL-10RB, P = 2.3 × 10-14) using cis-expression quantitative trait loci genetic instruments that also had strong evidence for colocalization with COVID-19 hospitalization. To disentangle the shared expression quantitative trait loci signal for IL10RB and IFNAR2, we conducted phenome-wide association scans and pathway enrichment analysis, which suggested that IFNAR2 is more likely to play a role in COVID-19 hospitalization. Our findings prioritize trials of drugs targeting IFNAR2 and ACE2 for early management of COVID-19.
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COVID-19/genética , Reposicionamiento de Medicamentos , Análisis de la Aleatorización Mendeliana/métodos , SARS-CoV-2 , Enzima Convertidora de Angiotensina 2/genética , Enzima Convertidora de Angiotensina 2/fisiología , Estudio de Asociación del Genoma Completo , Humanos , Subunidad beta del Receptor de Interleucina-10/genética , Subunidad beta del Receptor de Interleucina-10/fisiología , Sitios de Carácter Cuantitativo , Receptor de Interferón alfa y beta/genética , Receptor de Interferón alfa y beta/fisiología , Tratamiento Farmacológico de COVID-19RESUMEN
Combination therapy using drugs with different mechanisms of action is the current state of the art in antimalarial treatment. However, except for artemisinin-based combination therapies, only a few other combinations are now available. Increasing concern regarding the emergence and spread of artemisinin resistance in Plasmodium falciparum has led to a need for the development of new antimalarials. Moreover, the efficacy of current available chemoprophylaxis is compromised by drug resistance and noncompliance due to intolerable adverse effects or complicated dosing regimens. Therefore, new antimalarials that are more effective, safer, and more convenient are also urgently needed for malaria chemoprophylaxis. In this study, we assessed the combination of azithromycin and naphthoquine in animal malaria models. A dose-dependent interaction was observed in Peters' 4-day suppressive test on P. berghei K173-infected mice. Moreover, at inhibition levels of ≥90%, synergistic effects were found for combinations at various ratios. At an optimal dose ratio of 1:1, the combination of azithromycin and naphthoquine acted synergistically even by 4 weeks after the first dose and provided a more effective and sustained prophylaxis than did naphthoquine alone in blood-stage P. berghei K173 and P. cynomolgibastianelli L challenge models. The ability of the combination to delay and slow down resistance development in P. berghei K173 was also shown. These results showed clear evidence for the benefit of the combination therapy with azithromycin and naphthoquine in animal malaria models, providing some insight for further development of this therapy for malaria treatment and prophylaxis.
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Antimaláricos , Malaria Falciparum , Malaria , 1-Naftilamina/análogos & derivados , Aminoquinolinas , Animales , Antimaláricos/farmacología , Antimaláricos/uso terapéutico , Azitromicina/uso terapéutico , Quimioterapia Combinada , Malaria/tratamiento farmacológico , Malaria Falciparum/tratamiento farmacológico , RatonesRESUMEN
In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44-66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding.
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Tamaño Corporal/genética , Cognición , Consanguinidad , Fertilidad/genética , Estado de Salud , Depresión Endogámica/genética , Asunción de Riesgos , Alelos , Haplotipos , Homocigoto , HumanosRESUMEN
Hepatitis B virus (HBV) X protein, HBx, interacts with anti-apoptotic Bcl-2 and Bcl-xL proteins through its BH3-like motif to promote HBV replication and cytotoxicity. Here we report the crystal structure of HBx BH3-like motif in complex with Bcl-xL where the BH3-like motif adopts a short α-helix to snuggle into a hydrophobic pocket in Bcl-xL via its noncanonical Trp120 residue and conserved Leu123 residue. This binding pocket is ~2 Å away from the canonical BH3-only binding pocket in structures of Bcl-xL with proapoptotic BH3-only proteins. Mutations altering Trp120 and Leu123 in HBx impair its binding to Bcl-xL in vitro and HBV replication in vivo, confirming the importance of this motif to HBV. A HBx BH3-like peptide, HBx-aa113-135, restores HBV replication from a HBx-null HBV replicon, while a shorter peptide, HBx-aa118-127, inhibits HBV replication. These results provide crucial structural and functional insights into drug designs for inhibiting HBV replication and treating HBV patients.
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Proteínas Reguladoras de la Apoptosis/química , Virus de la Hepatitis B/metabolismo , Dominios y Motivos de Interacción de Proteínas , Proteínas Proto-Oncogénicas c-bcl-2/química , Transactivadores/química , Transactivadores/fisiología , Proteína bcl-X/química , Animales , Cristalografía por Rayos X , Modelos Animales de Enfermedad , Células Hep G2 , Virus de la Hepatitis B/genética , Humanos , Interacciones Hidrofóbicas e Hidrofílicas , Masculino , Ratones , Ratones Endogámicos C57BL , Modelos Moleculares , Mutación , Unión Proteica , Transactivadores/genética , Proteínas Reguladoras y Accesorias Virales , Replicación Viral/fisiologíaRESUMEN
OBJECTIVE: To assess long-term survival and late cardiovascular events in patients with atrial myxoma after surgical intervention. METHODS: Retrospective analysis of 403 patients undergoing resection of atrial myxoma from January 2002 to December 2016 was conducted with a median follow-up period of 4.5 (range: 0.5-15) years. RESULTS: The cross-clamp time and cardiopulmonary bypass times were 41.1 ± 21.4 and 65.2 ± 27.3 min, respectively. A diagnosis of myxoma was histopathologically confirmed in all cases. The early in-hospital mortality rate was 0.7% (n = 3). During the follow-up period, tumor recurrence occurred in six patients and cerebral infarction in nine. There were 48 (11.9%) patients with late onset atrial fibrillation (AF). By multivariate analysis, age (HR = 1.05, 95% CI: 1.02-1.09, P < 0.001), left atrial diameter (HR = 1.23, 95% CI: 1.08-1.36, P = 0.012), and mitral valve surgery (HR = 1.17, 95% CI: 1.05-1.29, P = 0.027) were independent predictors of late onset AF. Twenty-one (5.2%) patients died during the follow-up period. Advanced age (HR = 1.07, 95% CI: 1.04-1.10, P = 0.003) and multiple surgical procedures (HR = 1.18, 95% CI: 1.06-1.29, P = 0.012) were significantly associated with overall mortality. CONCLUSIONS: Atrial myxoma can be resected with good long-term survival. Late onset AF is common after surgery in patients with atrial myxoma. Advanced age, left atrial diameter, and mitral valve surgery were independent predictors of outcomes.
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An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Anti-HBs is a well-known marker of protective capability against HBV. However, little is known about the association between the qAnti-HBs determined by immunoassays and the neutralization activity (NAT) derived from functional assays. We developed an in vitro assay for direct measurement of the NAT of human sera. The new assay was highly sensitive, with an analytical sensitivity of 9.6 ± 1.3 mIU/mL for the HBIG standard. For serum detection, the maximum fold dilution required to produce ≥50% inhibition (MDF50) of HBV infection was used as the quantitative index. In vitro NAT evaluations were conducted for a cohort of 164 HBV-free healthy individuals. The results demonstrated that the NAT positively correlated with the qAnti-HBs (R2 = 0.473, p < 0.001). ROC analysis indicated that the optimal cutoff value of the qAnti-HBs to discriminate significant NAT (MDF50 ≥ 8) was 62.9 mIU/mL, with an AUROC of 0.920. Additionally, we found that the qAnti-HBc was another independent parameter positively associated with the NAT (R2 = 0.300, p < 0.001), which suggested that antibodies against other HBV proteins generated by previous HBV exposure possibly also contribute to the NAT. In summary, the new cell-based assay provides a robust tool to analyse the anti-HBV NAT. Abbreviations: HBV: Hepatitis B virus; HBsAg: Hepatitis B surface antigen; Anti-HBs: Hepatitis B surface antibody; HBeAg: Hepatitis B e antigen; Anti-HBc: Hepatitis B core antibody; qAnti-HBs: quantitative hepatitis B surface antibody; qAnti-HBc: quantitative hepatitis B core antibody; qHBeAg: quantitative hepatitis B e antigen; NAT: neutralization activity; HBIG: hepatitis B immune globulin; NTCP: Na+-taurocholate cotransporting polypeptide; IRES: internal ribosome entry site; ccHBV: cell culture derived hepatitis B virus; GE/cell: genome equivalent per cell; MOI: multiplicity of infection; Dpi: day post infection; HepG2-TetOn: a HepG2-derived cell line that expresses the doxycycline-regulated transactivator; ROC: receiver operating characteristic curve; AUROC: area under receiver operating characteristic curve; LLOQ: the lower limits of quantification; MDF50: the maximum fold dilution required to produce ≥50% inhibition; IC50: half maximal inhibitory concentration.
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Anticuerpos Neutralizantes/sangre , Anticuerpos contra la Hepatitis B/sangre , Virus de la Hepatitis B/inmunología , Pruebas de Neutralización/métodos , Suero/inmunología , Células Hep G2 , Humanos , Curva ROC , Sensibilidad y EspecificidadRESUMEN
Reduced lung function predicts mortality and is key to the diagnosis of chronic obstructive pulmonary disease (COPD). In a genome-wide association study in 400,102 individuals of European ancestry, we define 279 lung function signals, 139 of which are new. In combination, these variants strongly predict COPD in independent populations. Furthermore, the combined effect of these variants showed generalizability across smokers and never smokers, and across ancestral groups. We highlight biological pathways, known and potential drug targets for COPD and, in phenome-wide association studies, autoimmune-related and other pleiotropic effects of lung function-associated variants. This new genetic evidence has potential to improve future preventive and therapeutic strategies for COPD.
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Predisposición Genética a la Enfermedad/genética , Pulmón/fisiopatología , Enfermedad Pulmonar Obstructiva Crónica/genética , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Femenino , Estudio de Asociación del Genoma Completo/métodos , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple/genética , Factores de Riesgo , Fumar/genéticaRESUMEN
Many genetic loci affect circulating lipid levels, but it remains unknown whether lifestyle factors, such as physical activity, modify these genetic effects. To identify lipid loci interacting with physical activity, we performed genome-wide analyses of circulating HDL cholesterol, LDL cholesterol, and triglyceride levels in up to 120,979 individuals of European, African, Asian, Hispanic, and Brazilian ancestry, with follow-up of suggestive associations in an additional 131,012 individuals. We find four loci, in/near CLASP1, LHX1, SNTA1, and CNTNAP2, that are associated with circulating lipid levels through interaction with physical activity; higher levels of physical activity enhance the HDL cholesterol-increasing effects of the CLASP1, LHX1, and SNTA1 loci and attenuate the LDL cholesterol-increasing effect of the CNTNAP2 locus. The CLASP1, LHX1, and SNTA1 regions harbor genes linked to muscle function and lipid metabolism. Our results elucidate the role of physical activity interactions in the genetic contribution to blood lipid levels.
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Ejercicio Físico , Sitios Genéticos/genética , Lípidos/sangre , Lípidos/genética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Pueblo Asiatico/genética , Población Negra/genética , Brasil , Proteínas de Unión al Calcio/genética , Colesterol/sangre , HDL-Colesterol/sangre , HDL-Colesterol/genética , LDL-Colesterol/sangre , LDL-Colesterol/genética , Femenino , Estudio de Asociación del Genoma Completo , Genotipo , Hispánicos o Latinos/genética , Humanos , Proteínas con Homeodominio LIM/genética , Metabolismo de los Lípidos/genética , Masculino , Proteínas de la Membrana/genética , Proteínas Asociadas a Microtúbulos/genética , Persona de Mediana Edad , Proteínas Musculares/genética , Proteínas del Tejido Nervioso/genética , Factores de Transcripción/genética , Triglicéridos/sangre , Triglicéridos/genética , Población Blanca/genética , Adulto JovenRESUMEN
Macronutrient intake, the proportion of calories consumed from carbohydrate, fat, and protein, is an important risk factor for metabolic diseases with significant familial aggregation. Previous studies have identified two genetic loci for macronutrient intake, but incomplete coverage of genetic variation and modest sample sizes have hindered the discovery of additional loci. Here, we expanded the genetic landscape of macronutrient intake, identifying 12 suggestively significant loci (P < 1 × 10-6) associated with intake of any macronutrient in 91,114 European ancestry participants. Four loci replicated and reached genome-wide significance in a combined meta-analysis including 123,659 European descent participants, unraveling two novel loci; a common variant in RARB locus for carbohydrate intake and a rare variant in DRAM1 locus for protein intake, and corroborating earlier FGF21 and FTO findings. In additional analysis of 144,770 participants from the UK Biobank, all identified associations from the two-stage analysis were confirmed except for DRAM1. Identified loci might have implications in brain and adipose tissue biology and have clinical impact in obesity-related phenotypes. Our findings provide new insight into biological functions related to macronutrient intake.
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Envejecimiento/genética , Cardiopatías/genética , Nutrientes , Anciano , Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato/genética , Estudios de Cohortes , Ingestión de Energía/genética , Femenino , Factores de Crecimiento de Fibroblastos/genética , Sitios Genéticos/genética , Predisposición Genética a la Enfermedad/epidemiología , Predisposición Genética a la Enfermedad/genética , Estudio de Asociación del Genoma Completo , Genómica/métodos , Genotipo , Cardiopatías/epidemiología , Humanos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Obesidad/genética , Polimorfismo de Nucleótido Simple/genética , Receptores de Ácido Retinoico/genética , Población Blanca/genéticaRESUMEN
In this trans-ethnic multi-omic study, we reinterpret the genetic architecture of blood pressure to identify genes, tissues, phenomes and medication contexts of blood pressure homeostasis. We discovered 208 novel common blood pressure SNPs and 53 rare variants in genome-wide association studies of systolic, diastolic and pulse pressure in up to 776,078 participants from the Million Veteran Program (MVP) and collaborating studies, with analysis of the blood pressure clinical phenome in MVP. Our transcriptome-wide association study detected 4,043 blood pressure associations with genetically predicted gene expression of 840 genes in 45 tissues, and mouse renal single-cell RNA sequencing identified upregulated blood pressure genes in kidney tubule cells.
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Presión Sanguínea/genética , Etnicidad/genética , Adolescente , Animales , Femenino , Expresión Génica/genética , Estudio de Asociación del Genoma Completo/métodos , Humanos , Túbulos Renales/fisiología , Masculino , Ratones , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple/genética , Transcriptoma/genética , Regulación hacia Arriba/genéticaRESUMEN
C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.