33 results on '"Barroso I"'
Search Results
2. Loci for insulin processing and secretion provide insight into type 2 diabetes risk
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Broadaway, K. A. (K. Alaine), Yin, X. (Xianyong), Williamson, A. (Alice), Parsons, V. A. (Victoria A.), Wilson, E. P. (Emma P.), Moxley, A. H. (Anne H.), Vadlamudi, S. (Swarooparani), Varshney, A. (Arushi), Jackson, A. U. (Anne U.), Ahuja, V. (Vasudha), Bornstein, S. R. (Stefan R.), Corbin, L. J. (Laura J.), Delgado, G. E. (Graciela E.), Dwivedi, O. P. (Om P.), Silva, L. F. (Lilian Fernandes), Frayling, T. M. (Timothy M.), Grallert, H. (Harald), Gustafsson, S. (Stefan), Hakaste, L. (Liisa), Hammar, U. (Ulf), Herder, C. (Christian), Herrmann, S. (Sandra), Hojlund, K. (Kurt), Hughes, D. A. (David A.), Kleber, M. E. (Marcus E.), Lindgren, C. M. (Cecilia M.), Liu, C.-T. (Ching-Ti), Luan, J. (Jian'an), Malmberg, A. (Anni), Moissl, A. P. (Angela P.), Morris, A. P. (Andrew P.), Perakakis, N. (Nikolaos), Peters, A. (Annette), Petrie, J. R. (John R.), Roden, M. (Michael), Schwarz, P. E. (Peter E. H.), Sharma, S. (Sapna), Silveira, A. (Angela), Strawbridge, R. J. (Rona J.), Tuomi, T. (Tiinamaija), Wood, A. R. (Andrew R.), Wu, P. (Peitao), Zethelius, B. (Bjorn), Baldassarre, D. (Damiano), Eriksson, J. G. (Johan G.), Fall, T. (Tove), Florez, J. C. (Jose C.), Fritsche, A. (Andreas), Gigante, B. (Bruna), Hamsten, A. (Anders), Kajantie, E. (Eero), Laakso, M. (Markku), Lahti, J. (Jari), Lawlor, D. A. (Deborah A.), Lind, L. (Lars), Maerz, W. (Winfried), Meigs, J. B. (James B.), Sundstrom, J. (Johan), Timpson, N. J. (Nicholas J.), Wagner, R. (Robert), Walker, M. (Mark), Wareham, N. J. (Nicholas J.), Watkins, H. (Hugh), Barroso, I. (Ines), O'Rahilly, S. (Stephen), Grarup, N. (Niels), Parker, S. C. (Stephen CJ.), Boehnke, M. (Michael), Langenberg, C. (Claudia), Wheeler, E. (Eleanor), Mohlke, K. L. (Karen L.), Broadaway, K. A. (K. Alaine), Yin, X. (Xianyong), Williamson, A. (Alice), Parsons, V. A. (Victoria A.), Wilson, E. P. (Emma P.), Moxley, A. H. (Anne H.), Vadlamudi, S. (Swarooparani), Varshney, A. (Arushi), Jackson, A. U. (Anne U.), Ahuja, V. (Vasudha), Bornstein, S. R. (Stefan R.), Corbin, L. J. (Laura J.), Delgado, G. E. (Graciela E.), Dwivedi, O. P. (Om P.), Silva, L. F. (Lilian Fernandes), Frayling, T. M. (Timothy M.), Grallert, H. (Harald), Gustafsson, S. (Stefan), Hakaste, L. (Liisa), Hammar, U. (Ulf), Herder, C. (Christian), Herrmann, S. (Sandra), Hojlund, K. (Kurt), Hughes, D. A. (David A.), Kleber, M. E. (Marcus E.), Lindgren, C. M. (Cecilia M.), Liu, C.-T. (Ching-Ti), Luan, J. (Jian'an), Malmberg, A. (Anni), Moissl, A. P. (Angela P.), Morris, A. P. (Andrew P.), Perakakis, N. (Nikolaos), Peters, A. (Annette), Petrie, J. R. (John R.), Roden, M. (Michael), Schwarz, P. E. (Peter E. H.), Sharma, S. (Sapna), Silveira, A. (Angela), Strawbridge, R. J. (Rona J.), Tuomi, T. (Tiinamaija), Wood, A. R. (Andrew R.), Wu, P. (Peitao), Zethelius, B. (Bjorn), Baldassarre, D. (Damiano), Eriksson, J. G. (Johan G.), Fall, T. (Tove), Florez, J. C. (Jose C.), Fritsche, A. (Andreas), Gigante, B. (Bruna), Hamsten, A. (Anders), Kajantie, E. (Eero), Laakso, M. (Markku), Lahti, J. (Jari), Lawlor, D. A. (Deborah A.), Lind, L. (Lars), Maerz, W. (Winfried), Meigs, J. B. (James B.), Sundstrom, J. (Johan), Timpson, N. J. (Nicholas J.), Wagner, R. (Robert), Walker, M. (Mark), Wareham, N. J. (Nicholas J.), Watkins, H. (Hugh), Barroso, I. (Ines), O'Rahilly, S. (Stephen), Grarup, N. (Niels), Parker, S. C. (Stephen CJ.), Boehnke, M. (Michael), Langenberg, C. (Claudia), Wheeler, E. (Eleanor), and Mohlke, K. L. (Karen L.)
- Abstract
Insulin secretion is critical for glucose homeostasis, and increased levels of the precursor proinsulin relative to insulin indicate pancreatic islet beta-cell stress and insufficient insulin secretory capacity in the setting of insulin resistance. We conducted meta-analyses of genome-wide association results for fasting proinsulin from 16 European-ancestry studies in 45,861 individuals. We found 36 independent signals at 30 loci (p value <5×10⁻⁸), which validated 12 previously reported loci for proinsulin and ten additional loci previously identified for another glycemic trait. Half of the alleles associated with higher proinsulin showed higher rather than lower effects on glucose levels, corresponding to different mechanisms. Proinsulin loci included genes that affect prohormone convertases, beta-cell dysfunction, vesicle trafficking, beta-cell transcriptional regulation, and lysosomes/autophagy processes. We colocalized 11 proinsulin signals with islet expression quantitative trait locus (eQTL) data, suggesting candidate genes, including ARSG, WIPI1, SLC7A14, and SIX3. The NKX6‐3/ANK1 proinsulin signal colocalized with a T2D signal and an adipose ANK1 eQTL signal but not the islet NKX6‐3 eQTL. Signals were enriched for islet enhancers, and we showed a plausible islet regulatory mechanism for the lead signal in the MADD locus. These results show how detailed genetic studies of an intermediate phenotype can elucidate mechanisms that may predispose one to disease.
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- 2023
3. Obesity-associated GNAS mutations and the melanocortin pathway
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Mendes de Oliveira E, Keogh JM, Talbot F, Henning E, Ahmed R, Perdikari A, Bounds R, Wasiluk N, Ayinampudi V, Barroso I, Mokrosinski J, Jyothish D, Lim S, Gupta S, Kershaw M, Matei C, Partha P, Randell T, McAulay A, Wilson LC, Cheetham T, Crowne EC, Clayton P, and Farooqi IS
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General Economics, Econometrics and Finance - Published
- 2022
4. Ferritin, inflammation, and iron deficiency in acute heart failure: evidence from the EDIFICA cohort.
- Author
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Vasques-Nóvoa F, Pimentel MJ, Marques P, Vale C, Gomes F, Neves JS, Barroso I, Guimarães JT, Bettencourt P, Leite-Moreira AF, Roncon-Albuquerque R Jr, Almeida J, Ferreira JP, and Friões F
- Abstract
Background: Ferritin is commonly used to evaluate iron stores and guide therapeutic decisions regarding intravenous iron supplementation. However, in the context of AHF, inflammation-driven upregulation of ferritin might disrupt its correlation with iron stores, restricting iron bioavailability and potentially amplifying the inflammatory response., Aim: This study aims to assess the clinical and prognostic associations of ferritin levels in an AHF cohort and to determine whether the prognostic value of ferritin is influenced by the presence of infection, inflammatory activation, and other markers of iron deficiency., Methods: The association between ferritin and clinical outcomes (180 days) in AHF was evaluated in a cohort of 526 patients from the EDIFICA registry., Results: The median ferritin plasma concentration at admission was 180 pg/mL. Patients with higher ferritin levels at admission were predominantly men, exhibiting a high prevalence of chronic kidney disease and alcohol consumption, and presenting with lower blood pressure and a higher incidence of clinical infection. Higher ferritin levels were associated with increased risk of the composite of heart failure hospitalization or cardiovascular death (Tertile 2: HR 1.75; 95% CI 1.10-2.79; p = 0.017; Tertile 3: HR 1.79; 95% CI 1.08-2.97; p = 0.025), independently of classical HF prognostic factors, inflammatory and iron-related markers. No significant associations were found between admission serum iron or transferrin saturation tertiles, iron status categories, or guideline-defined iron deficiency (ID) criteria and the primary composite outcome. However, at discharge, patients who met the criteria for defective iron utilization, low iron storage, or guideline-defined ID had a lower risk of the composite endpoint compared to those with normal iron utilization or who did not meet the guideline-defined ID criteria, respectively., Conclusions: Elevated ferritin levels are independently associated with poor prognosis in AHF. Low ferritin levels are associated with a favorable outcome and do not carry significant value in identifying ID in this population., (© 2024. The Author(s).)
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- 2024
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5. Loss of transient receptor potential channel 5 causes obesity and postpartum depression.
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Li Y, Cacciottolo TM, Yin N, He Y, Liu H, Liu H, Yang Y, Henning E, Keogh JM, Lawler K, Mendes de Oliveira E, Gardner EJ, Kentistou KA, Laouris P, Bounds R, Ong KK, Perry JRB, Barroso I, Tu L, Bean JC, Yu M, Conde KM, Wang M, Ginnard O, Fang X, Tong L, Han J, Darwich T, Williams KW, Yang Y, Wang C, Joss S, Firth HV, Xu Y, and Farooqi IS
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- Animals, Female, Mice, Male, Humans, Paraventricular Hypothalamic Nucleus metabolism, Mice, Inbred C57BL, Oxytocin metabolism, Maternal Behavior, Obesity metabolism, Obesity genetics, TRPC Cation Channels metabolism, TRPC Cation Channels genetics, Depression, Postpartum metabolism, Neurons metabolism
- Abstract
Hypothalamic neural circuits regulate instinctive behaviors such as food seeking, the fight/flight response, socialization, and maternal care. Here, we identified microdeletions on chromosome Xq23 disrupting the brain-expressed transient receptor potential (TRP) channel 5 (TRPC5). This family of channels detects sensory stimuli and converts them into electrical signals interpretable by the brain. Male TRPC5 deletion carriers exhibited food seeking, obesity, anxiety, and autism, which were recapitulated in knockin male mice harboring a human loss-of-function TRPC5 mutation. Women carrying TRPC5 deletions had severe postpartum depression. As mothers, female knockin mice exhibited anhedonia and depression-like behavior with impaired care of offspring. Deletion of Trpc5 from oxytocin neurons in the hypothalamic paraventricular nucleus caused obesity in both sexes and postpartum depressive behavior in females, while Trpc5 overexpression in oxytocin neurons in knock-in mice reversed these phenotypes. We demonstrate that TRPC5 plays a pivotal role in mediating innate human behaviors fundamental to survival, including food seeking and maternal care., Competing Interests: Declaration of interests I.S.F. has consulted for a number of companies developing weight loss drugs (including Eli Lilly, Novo Nordisk, and Rhythm Pharmaceuticals) and investors (Goldman Sachs, SV Health). I.S.F. is a member of the Advisory Board of Cell. J.R.B.P. is an employee and shareholder of Insmed, receives research funding from GSK, and is a paid consultant for WW International. K.W.W. holds shares in Novo Nordisk and Eli Lilly., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2024
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6. Viral vector- and virus-like particle-based vaccines against infectious diseases: A minireview.
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Henríquez R and Muñoz-Barroso I
- Abstract
To overcome the limitations of conventional vaccines, new platforms for vaccine design have emerged such as those based on viral vectors and virus-like particles (VLPs). Viral vector vaccines are highly efficient and the onset of protection is quick. Many recombinant vaccine candidates for humans are based on viruses belonging to different families such as Adenoviridae , Retroviridae , Paramyxoviridae , Rhabdoviridae , and Parvoviridae . Also, the first viral vector vaccine licensed for human vaccination was the Japanese encephalitis virus vaccine. Since then, several viral vectors have been approved for vaccination against the viruses of Lassa fever, Ebola, hepatitis B, hepatitis E, SARS-CoV-2, and malaria. VLPs are nanoparticles that mimic viral particles formed from the self-assembly of structural proteins and VLP-based vaccines against hepatitis B and E viruses, human papillomavirus, and malaria have been commercialized. As evidenced by the accelerated production of vaccines against COVID-19, these new approaches are important tools for vaccinology and for generating rapid responses against pathogens and emerging pandemic threats., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Authors.)
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- 2024
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7. A Synergistic Approach Therapy for Colorectal Cancer Based on Exosomes and Exploitation of Metabolic Pathways.
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de Dios-Pérez I, González-Garcinuño Á, Muñoz-Barroso I, and Martín Del Valle EM
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- Humans, Paclitaxel pharmacology, Drug Delivery Systems, Metabolic Networks and Pathways, Cell Line, Tumor, Exosomes metabolism, Colorectal Neoplasms drug therapy, Colorectal Neoplasms metabolism
- Abstract
In order to reduce the side effects of traditional chemotherapy in the treatment of colorectal cancer (CRC), a new drug delivery system has been developed in this work, based on exosomes that can host two drugs that act synergistically: farnesol (that stops the cell cycle) and paclitaxel (prevents microtubule system depolymerization). Firstly, exosomes were isolated from different cell cultures (from colorectal cancer and from fibroblast as example of normal cell line) by different methods and characterized by western blot, TEM and DLS, and results showed that they express classical protein markers such as CD9 and HSP-70 and they showed spherical morphology with sizes from 93 nm to 129 nm depending on the source. These exosomes were loaded with both drugs and its effect was studied in vitro. The efficacy was studied by comparing the viability of cell cultures with a colorectal cancer cell line (HCT-116) and a normal cell line (fibroblast HS-5). Results showed that exosomes present a specific effect with more reduction in cell viability in tumour cultures than healthy ones. In summary, exosomes are presented in this work as a promising strategy for colorectal cancer treatment., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 American Pharmacists Association. Published by Elsevier Inc. All rights reserved.)
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- 2024
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8. Protein-truncating variants in BSN are associated with severe adult-onset obesity, type 2 diabetes and fatty liver disease.
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Zhao Y, Chukanova M, Kentistou KA, Fairhurst-Hunter Z, Siegert AM, Jia RY, Dowsett GKC, Gardner EJ, Lawler K, Day FR, Kaisinger LR, Tung YL, Lam BYH, Chen HC, Wang Q, Berumen-Campos J, Kuri-Morales P, Tapia-Conyer R, Alegre-Diaz J, Barroso I, Emberson J, Torres JM, Collins R, Saleheen D, Smith KR, Paul DS, Merkle F, Farooqi IS, Wareham NJ, Petrovski S, O'Rahilly S, Ong KK, Yeo GSH, and Perry JRB
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- Adult, Humans, Adaptor Proteins, Signal Transducing genetics, Genetic Predisposition to Disease, Obesity complications, Obesity genetics, Proteomics, Diabetes Mellitus, Type 2 genetics, Induced Pluripotent Stem Cells, Liver Diseases, Nerve Tissue Proteins genetics
- Abstract
Obesity is a major risk factor for many common diseases and has a substantial heritable component. To identify new genetic determinants, we performed exome-sequence analyses for adult body mass index (BMI) in up to 587,027 individuals. We identified rare loss-of-function variants in two genes (BSN and APBA1) with effects substantially larger than those of well-established obesity genes such as MC4R. In contrast to most other obesity-related genes, rare variants in BSN and APBA1 were not associated with normal variation in childhood adiposity. Furthermore, BSN protein-truncating variants (PTVs) magnified the influence of common genetic variants associated with BMI, with a common variant polygenic score exhibiting an effect twice as large in BSN PTV carriers than in noncarriers. Finally, we explored the plasma proteomic signatures of BSN PTV carriers as well as the functional consequences of BSN deletion in human induced pluripotent stem cell-derived hypothalamic neurons. Collectively, our findings implicate degenerative processes in synaptic function in the etiology of adult-onset obesity., (© 2024. The Author(s).)
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- 2024
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9. Hyperglycaemia is a causal risk factor for upper limb pathologies.
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Green HD, Burden E, Chen J, Evans J, Patel K, Wood AR, Beaumont RN, Tyrrell J, Frayling TM, Hattersley AT, Oram RA, Bowden J, Barroso I, Smith C, and Weedon MN
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- Humans, Upper Extremity, Risk Factors, Obesity complications, Obesity epidemiology, Obesity genetics, Dupuytren Contracture epidemiology, Dupuytren Contracture genetics, Dupuytren Contracture complications, Carpal Tunnel Syndrome epidemiology, Carpal Tunnel Syndrome genetics, Carpal Tunnel Syndrome complications, Trigger Finger Disorder complications, Hyperglycemia complications, Hyperglycemia epidemiology, Hyperglycemia genetics, Musculoskeletal Diseases complications, Diabetes Mellitus, Bursitis complications
- Abstract
Background: Diabetes (regardless of type) and obesity are associated with a range of musculoskeletal disorders. The causal mechanisms driving these associations are unknown for many upper limb pathologies. We used genetic techniques to test the causal link between glycemia, obesity and musculoskeletal conditions., Methods: In the UK Biobank's unrelated European cohort (N = 379 708) we performed mendelian randomisation (MR) analyses to test for a causal effect of long-term high glycaemia and adiposity on four musculoskeletal pathologies: frozen shoulder, Dupuytren's disease, carpal tunnel syndrome and trigger finger. We also performed single-gene MR using rare variants in the GCK gene., Results: Using MR, we found evidence that long-term high glycaemia has a causal role in the aetiology of upper limb conditions. A 10-mmol/mol increase in genetically predicted haemoglobin A1C (HbA1c) was associated with frozen shoulder: odds ratio (OR) = 1.50 [95% confidence interval (CI), 1.20-1.88], Dupuytren's disease: OR = 1.17 (95% CI, 1.01-1.35), trigger finger: OR = 1.30 (95% CI, 1.09-1.55) and carpal tunnel syndrome: OR = 1.20 (95% CI, 1.09-1.33). Carriers of GCK mutations have increased odds of frozen shoulder: OR = 7.16 (95% CI, 2.93-17.51) and carpal tunnel syndrome: OR = 2.86 (95% CI, 1.50-5.44) but not Dupuytren's disease or trigger finger. We found evidence that an increase in genetically predicted body mass index (BMI) of 5 kg/m2 was associated with carpal tunnel syndrome: OR = 1.13 (95% CI, 1.10-1.16) and associated negatively with Dupuytren's disease: OR = 0.94 (95% CI, 0.90-0.98), but no evidence of association with frozen shoulder or trigger finger. Trigger finger (OR 1.96 (95% CI, 1.42-2.69) P = 3.6e-05) and carpal tunnel syndrome [OR 1.63 (95% CI, 1.36-1.95) P = 8.5e-08] are associated with genetically predicted unfavourable adiposity increase of one standard deviation of body fat., Conclusions: Our study consistently demonstrates a causal role of long-term high glycaemia in the aetiology of upper limb musculoskeletal conditions. Clinicians treating diabetes patients should be aware of these complications in clinic, specifically those managing the care of GCK mutation carriers. Upper limb musculoskeletal conditions should be considered diabetes complications., (© The Author(s) 2024. Published by Oxford University Press on behalf of the International Epidemiological Association.)
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- 2024
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10. Leveraging information between multiple population groups and traits improves fine-mapping resolution.
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Zhou F, Soremekun O, Chikowore T, Fatumo S, Barroso I, Morris AP, and Asimit JL
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- Humans, Chromosome Mapping, Polymorphism, Single Nucleotide, Linkage Disequilibrium, Population Groups, Genome-Wide Association Study
- Abstract
Statistical fine-mapping helps to pinpoint likely causal variants underlying genetic association signals. Its resolution can be improved by (i) leveraging information between traits; and (ii) exploiting differences in linkage disequilibrium structure between diverse population groups. Using association summary statistics, MGflashfm jointly fine-maps signals from multiple traits and population groups; MGfm uses an analogous framework to analyse each trait separately. We also provide a practical approach to fine-mapping with out-of-sample reference panels. In simulation studies we show that MGflashfm and MGfm are well-calibrated and that the mean proportion of causal variants with PP > 0.80 is above 0.75 (MGflashfm) and 0.70 (MGfm). In our analysis of four lipids traits across five population groups, MGflashfm gives a median 99% credible set reduction of 10.5% over MGfm. MGflashfm and MGfm only require summary level data, making them very useful fine-mapping tools in consortia efforts where individual-level data cannot be shared., (© 2023. The Author(s).)
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- 2023
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11. Large-scale exome array summary statistics resources for glycemic traits to aid effector gene prioritization.
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Willems SM, Ng NHJ, Fernandez J, Fine RS, Wheeler E, Wessel J, Kitajima H, Marenne G, Sim X, Yaghootkar H, Wang S, Chen S, Chen Y, Chen YI, Grarup N, Li-Gao R, Varga TV, Asimit JL, Feng S, Strawbridge RJ, Kleinbrink EL, Ahluwalia TS, An P, Appel EV, Arking DE, Auvinen J, Bielak LF, Bihlmeyer NA, Bork-Jensen J, Brody JA, Campbell A, Chu AY, Davies G, Demirkan A, Floyd JS, Giulianini F, Guo X, Gustafsson S, Jackson AU, Jakobsdottir J, Järvelin MR, Jensen RA, Kanoni S, Keinanen-Kiukaanniemi S, Li M, Lu Y, Luan J, Manning AK, Marten J, Meidtner K, Mook-Kanamori DO, Muka T, Pistis G, Prins B, Rice KM, Sanna S, Smith AV, Smith JA, Southam L, Stringham HM, Tragante V, van der Laan SW, Warren HR, Yao J, Yiorkas AM, Zhang W, Zhao W, Graff M, Highland HM, Justice AE, Marouli E, Medina-Gomez C, Afaq S, Alhejily WA, Amin N, Asselbergs FW, Bonnycastle LL, Bots ML, Brandslund I, Chen J, Danesh J, de Mutsert R, Dehghan A, Ebeling T, Elliott P, Farmaki AE, Faul JD, Franks PW, Franks S, Fritsche A, Gjesing AP, Goodarzi MO, Gudnason V, Hallmans G, Harris TB, Herzig KH, Hivert MF, Jørgensen T, Jørgensen ME, Jousilahti P, Kajantie E, Karaleftheri M, Kardia SLR, Kinnunen L, Koistinen HA, Komulainen P, Kovacs P, Kuusisto J, Laakso M, Lange LA, Launer LJ, Leong A, Lindström J, Manning Fox JE, Männistö S, Maruthur NM, Moilanen L, Mulas A, Nalls MA, Neville M, Pankow JS, Pattie A, Petersen ERB, Puolijoki H, Rasheed A, Redmond P, Renström F, Roden M, Saleheen D, Saltevo J, Savonen K, Sebert S, Skaaby T, Small KS, Stančáková A, Stokholm J, Strauch K, Tai ES, Taylor KD, Thuesen BH, Tönjes A, Tsafantakis E, Tuomi T, Tuomilehto J, Uusitupa M, Vääräsmäki M, Vaartjes I, Zoledziewska M, Abecasis G, Balkau B, Bisgaard H, Blakemore AI, Blüher M, Boeing H, Boerwinkle E, Bønnelykke K, Bottinger EP, Caulfield MJ, Chambers JC, Chasman DI, Cheng CY, Collins FS, Coresh J, Cucca F, de Borst GJ, Deary IJ, Dedoussis G, Deloukas P, den Ruijter HM, Dupuis J, Evans MK, Ferrannini E, Franco OH, Grallert H, Hansen T, Hattersley AT, Hayward C, Hirschhorn JN, Ikram A, Ingelsson E, Karpe F, Kaw KT, Kiess W, Kooner JS, Körner A, Lakka T, Langenberg C, Lind L, Lindgren CM, Linneberg A, Lipovich L, Liu CT, Liu J, Liu Y, Loos RJF, MacDonald PE, Mohlke KL, Morris AD, Munroe PB, Murray A, Padmanabhan S, Palmer CNA, Pasterkamp G, Pedersen O, Peyser PA, Polasek O, Porteous D, Province MA, Psaty BM, Rauramaa R, Ridker PM, Rolandsson O, Rorsman P, Rosendaal FR, Rudan I, Salomaa V, Schulze MB, Sladek R, Smith BH, Spector TD, Starr JM, Stumvoll M, van Duijn CM, Walker M, Wareham NJ, Weir DR, Wilson JG, Wong TY, Zeggini E, Zonderman AB, Rotter JI, Morris AP, Boehnke M, Florez JC, McCarthy MI, Meigs JB, Mahajan A, Scott RA, Gloyn AL, and Barroso I
- Abstract
Background: Genome-wide association studies for glycemic traits have identified hundreds of loci associated with these biomarkers of glucose homeostasis. Despite this success, the challenge remains to link variant associations to genes, and underlying biological pathways., Methods: To identify coding variant associations which may pinpoint effector genes at both novel and previously established genome-wide association loci, we performed meta-analyses of exome-array studies for four glycemic traits: glycated hemoglobin (HbA1c, up to 144,060 participants), fasting glucose (FG, up to 129,665 participants), fasting insulin (FI, up to 104,140) and 2hr glucose post-oral glucose challenge (2hGlu, up to 57,878). In addition, we performed network and pathway analyses., Results: Single-variant and gene-based association analyses identified coding variant associations at more than 60 genes, which when combined with other datasets may be useful to nominate effector genes. Network and pathway analyses identified pathways related to insulin secretion, zinc transport and fatty acid metabolism. HbA1c associations were strongly enriched in pathways related to blood cell biology., Conclusions: Our results provided novel glycemic trait associations and highlighted pathways implicated in glycemic regulation. Exome-array summary statistic results are being made available to the scientific community to enable further discoveries., Competing Interests: Competing interests: Rebecca S. Fine: Rebecca S. Fine is currently employed by Vertex Pharmaceuticals Incorporated. Audrey Y Chu: Currently employed by GlaxoSmithkline. Dennis O. Mook-Kanamori: Dennis Mook-Kanamori is working as a part-time clinical research consultant for Metabolon, Inc. Paul W. Franks: PWF has been a paid consultant for Eli Lilly and Sanofi Aventis and has received research support from several pharmaceutical companies as part of a European Union Innovative Medicines Initiative (IMI) project. Mike A. Nalls: Dr. Mike A. Nalls is supported by a consulting contract between Data Tecnica International LLC and the National Institute on Aging (NIA), National Institutes of Health (NIH), Bethesda, MD, USA. Dr. Nalls also consults for Illumina Inc., the Michael J. Fox Foundation, and the University of California Healthcare. Mark J. Caulfield: MJC is Chief Scientist for Genomics England, a UK government company. Joel N. Hirschhorn: JHN is on the scientific advisory board of Camp4 Therapeutics. Erik Ingelsson: Erik Ingelsson is now an employee of GlaxoSmithKline. Anubha Mahajan: Anubha Mahajan is an employee of Genentech since January 2020, and a holder of Roche stock. Mark I McCarthy: The views expressed in this article are those of the author(s) and not necessarily those of the NHS, the NIHR, or the Department of Health. MMcC has served on advisory panels for Pfizer, NovoNordisk and Zoe Global, has received honoraria from Merck, Pfizer, Novo Nordisk and Eli Lilly, and research funding from Abbvie, Astra Zeneca, Boehringer Ingelheim, Eli Lilly, Janssen, Merck, NovoNordisk, Pfizer, Roche, Sanofi Aventis, Servier, and Takeda. As of June 2019, MMcC is an employee of Genentech, and a holder of Roche stock. Inês Barroso: IB and spouse declare stock ownership in GlaxoSmithkline and Incyte Ltd. James B. Meigs: JBM serves as an Academic Associate for Quest Diagnostics R&D Bruce M Psaty serves on the Steering Committee of the Yale Open Data Access Project funded by Johnson & Johnson. Dr. Sander W. van der Laan has received Roche funding for unrelated work. Matthias Blüher received honoraria as a consultant and speaker from Amgen, AstraZeneca, Bayer, Boehringer-Ingelheim, Lilly, Novo Nordisk, Novartis, Pfizer and Sanofi. Vinicius Tragante: VT became an employee of deCODE genetics/Amgen Inc. after the conclusion of this work Dr Franco is employed by ErasmusAGE, a center for aging research across the life course funded by Nestlé Nutrition (Nestec Ltd.) and Metagenics., (Copyright: © 2023 Willems SM et al.)
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- 2023
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12. Creatinine Clearance in Acute Brain Injury: A Comparison of Methods.
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Monteiro E, Fraga Pereira M, Barroso I, Dias CC, Czosnyka M, Paiva JA, and Dias C
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- Humans, Middle Aged, Creatinine, Prospective Studies, Glomerular Filtration Rate, Subarachnoid Hemorrhage, Renal Insufficiency, Chronic, Renal Insufficiency, Brain Injuries, Brain Injuries, Traumatic diagnosis
- Abstract
Background: Currently, the measurement of glomerular filtration rate is very complex and costly, so its daily evaluation is performed using endogenous markers, of which creatinine is the most frequently used. It allows the estimation of glomerular filtration rate by means of its clearance or by formulas based on its serum and urine concentration. Augmented renal clearance (ARC) is frequent among critically ill patients and is defined as creatinine clearance (CrCl) > 130 ml/min/1.73 m
2 . The aim of this study was to compare measured CrCl (MCC) and estimated CrCl obtained with the Cockcroft-Gault formula (CG), the Modification of Diet in Renal Disease Study equation (MDRD), and the Chronic Kidney Disease Epidemiology Collaboration formula (CKD-EPI) in patients with severe traumatic brain injury and nontraumatic subarachnoid hemorrhage. The second aim was to assess the incidence of ARC in this population of neurocritical patients., Methods: This was a prospective, observational, single center study from a cohort of 74 patients admitted to the neurocritical intensive care unit due to traumatic brain injury or subarachnoid hemorrhage. Serum creatinine (at 7 a.m.) and a 6-h urine collection were analyzed, and CrCl was measured and estimated by using CG, MDRD, and CKD-EPI. The intraclass correlation coefficient (ICC) was evaluated for each pair, and Bland-Altman plots were used to assess clinical significance., Results: Among 74 patients, the median age was 53 (interquartile range [IQR] 36-65), and the median Glasgow Coma Scale score at admission was 6. The median MCC at admission was 176 (IQR 135-214). The medians of CG, MDRD and CKD-EPI were, respectively, 129 ml/min/1.73 m2 (IQR 95-176), 158 (IQR 115-202), and 116 (97-132). An ICC was applied to evaluate the correlation between MCC and estimated methods and showed a weak correlation between MCC and estimated CrCl obtained with the three different methods. The strongest ICC statistical correlation was found between MCC and MDRD, and the weakest correlation was found between MCC and CKD-EPI. Bland-Altman plots showed that differences between each pair were not clinically acceptable. ARC was present in 78% of measurements, using MCC. A weak correlation was observed between MCC and calculated CrCl. CG, MDRD, and CKD-EPI overestimated MCC when MCC ≤ 130 ml/min/1.73 m2 and underestimated it when MCC > 130 ml/min/1.73 m2 ., Conclusions: In this population, there was a weak statistical correlation between measured and estimated methods. In patients with ARC, formulas underestimated MCC. MCC should probably be the preferred methodology for renal function assessment in the clinical setting to better adjust drug dosage and guarantee drug effectiveness., (© 2023. Springer Science+Business Media, LLC, part of Springer Nature and Neurocritical Care Society.)- Published
- 2023
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13. GWAS of random glucose in 476,326 individuals provide insights into diabetes pathophysiology, complications and treatment stratification.
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Lagou V, Jiang L, Ulrich A, Zudina L, González KSG, Balkhiyarova Z, Faggian A, Maina JG, Chen S, Todorov PV, Sharapov S, David A, Marullo L, Mägi R, Rujan RM, Ahlqvist E, Thorleifsson G, Gao Η, Εvangelou Ε, Benyamin B, Scott RA, Isaacs A, Zhao JH, Willems SM, Johnson T, Gieger C, Grallert H, Meisinger C, Müller-Nurasyid M, Strawbridge RJ, Goel A, Rybin D, Albrecht E, Jackson AU, Stringham HM, Corrêa IR Jr, Farber-Eger E, Steinthorsdottir V, Uitterlinden AG, Munroe PB, Brown MJ, Schmidberger J, Holmen O, Thorand B, Hveem K, Wilsgaard T, Mohlke KL, Wang Z, Shmeliov A, den Hoed M, Loos RJF, Kratzer W, Haenle M, Koenig W, Boehm BO, Tan TM, Tomas A, Salem V, Barroso I, Tuomilehto J, Boehnke M, Florez JC, Hamsten A, Watkins H, Njølstad I, Wichmann HE, Caulfield MJ, Khaw KT, van Duijn CM, Hofman A, Wareham NJ, Langenberg C, Whitfield JB, Martin NG, Montgomery G, Scapoli C, Tzoulaki I, Elliott P, Thorsteinsdottir U, Stefansson K, Brittain EL, McCarthy MI, Froguel P, Sexton PM, Wootten D, Groop L, Dupuis J, Meigs JB, Deganutti G, Demirkan A, Pers TH, Reynolds CA, Aulchenko YS, Kaakinen MA, Jones B, and Prokopenko I
- Subjects
- Humans, Genome-Wide Association Study, Blood Glucose genetics, Colon, Glucose, Diabetes Mellitus, Type 2 genetics
- Abstract
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., (© 2023. The Author(s).)
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- 2023
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14. Correction to: The impact of population-level HbA 1c screening on reducing diabetes diagnostic delay in middle-aged adults: a UK Biobank analysis.
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Young KG, McGovern AP, Barroso I, Hattersley AT, Jones AG, Shields BM, Thomas NJ, and Dennis JM
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- 2023
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15. White blood cells in a healthy adolescent population according to social and health characteristics.
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Barroso I, Ramos E, Craveiro V, and Guimarães JT
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- Adolescent, Humans, Leukocyte Count, Eosinophils, Monocytes, Leukocytes, Neutrophils
- Abstract
Background: The immune system constitutes a sensory system both for heritable and non-heritable factors. Among the latter, social and environmental determinants of health may influence and shape the immune system in early life. To study the relationship between leukocytes and determinants of health in adolescence, we assessed total and differential white blood cells (WBC) according to social and environmental determinants of health in a healthy adolescent population., Methods: As part of the population-based cohort Epidemiological Health Investigation of Teenagers in Porto (EPITeen), 1213 adolescents were evaluated at the age of 13. Total and differential WBC were evaluated through a venous blood sample using an automated blood counter (Sysmex®XE-5000, Hyogo, Japan). Sociodemographic, behavioral, and clinical data were collected through self-administered questionnaires., Results: Participants with better socioeconomic conditions (enrolled at private schools or higher parental education) had significantly lower total WBC levels, and the latter showed a lower percentage of neutrophils and higher percentage of lymphocytes. Those who practiced sports had significantly lower total WBC levels and neutrophil percentage, as well as a significantly higher percentage of eosinophils and lymphocytes. Adolescents with chronic disease, chronic medication, or allergic diseases had a significantly higher percentage of eosinophils and a lower percentage of monocytes. With increasing body mass index and systemic inflammation, we found a significant increase in total WBC levels., Conclusion: WBC linked to different immune response patterns are associated with several social and environmental determinants of health in adolescence., Competing Interests: Declaration of Competing Interest None., (Copyright © 2023 French Society of Pediatrics. Published by Elsevier Masson SAS. All rights reserved.)
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- 2023
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16. HbA 1c screening for the diagnosis of diabetes. Reply to Brož J, Brabec M, Krollová P et al [letter].
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Young KG, McGovern AP, Barroso I, Hattersley AT, Jones AG, Shields BM, Thomas NJ, and Dennis JM
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- Humans, Diabetes Mellitus diagnosis, Glycated Hemoglobin analysis
- Published
- 2023
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17. Genome-wide association study and functional characterization identifies candidate genes for insulin-stimulated glucose uptake.
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Williamson A, Norris DM, Yin X, Broadaway KA, Moxley AH, Vadlamudi S, Wilson EP, Jackson AU, Ahuja V, Andersen MK, Arzumanyan Z, Bonnycastle LL, Bornstein SR, Bretschneider MP, Buchanan TA, Chang YC, Chuang LM, Chung RH, Clausen TD, Damm P, Delgado GE, de Mello VD, Dupuis J, Dwivedi OP, Erdos MR, Fernandes Silva L, Frayling TM, Gieger C, Goodarzi MO, Guo X, Gustafsson S, Hakaste L, Hammar U, Hatem G, Herrmann S, Højlund K, Horn K, Hsueh WA, Hung YJ, Hwu CM, Jonsson A, Kårhus LL, Kleber ME, Kovacs P, Lakka TA, Lauzon M, Lee IT, Lindgren CM, Lindström J, Linneberg A, Liu CT, Luan J, Aly DM, Mathiesen E, Moissl AP, Morris AP, Narisu N, Perakakis N, Peters A, Prasad RB, Rodionov RN, Roll K, Rundsten CF, Sarnowski C, Savonen K, Scholz M, Sharma S, Stinson SE, Suleman S, Tan J, Taylor KD, Uusitupa M, Vistisen D, Witte DR, Walther R, Wu P, Xiang AH, Zethelius B, Ahlqvist E, Bergman RN, Chen YI, Collins FS, Fall T, Florez JC, Fritsche A, Grallert H, Groop L, Hansen T, Koistinen HA, Komulainen P, Laakso M, Lind L, Loeffler M, März W, Meigs JB, Raffel LJ, Rauramaa R, Rotter JI, Schwarz PEH, Stumvoll M, Sundström J, Tönjes A, Tuomi T, Tuomilehto J, Wagner R, Barroso I, Walker M, Grarup N, Boehnke M, Wareham NJ, Mohlke KL, Wheeler E, O'Rahilly S, Fazakerley DJ, and Langenberg C
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- Humans, Insulin genetics, Genome-Wide Association Study, Glucose metabolism, Blood Glucose genetics, Insulin Resistance genetics, Diabetes Mellitus, Type 2 genetics
- Abstract
Distinct tissue-specific mechanisms mediate insulin action in fasting and postprandial states. Previous genetic studies have largely focused on insulin resistance in the fasting state, where hepatic insulin action dominates. Here we studied genetic variants influencing insulin levels measured 2 h after a glucose challenge in >55,000 participants from three ancestry groups. We identified ten new loci (P < 5 × 10
-8 ) not previously associated with postchallenge insulin resistance, eight of which were shown to share their genetic architecture with type 2 diabetes in colocalization analyses. We investigated candidate genes at a subset of associated loci in cultured cells and identified nine candidate genes newly implicated in the expression or trafficking of GLUT4, the key glucose transporter in postprandial glucose uptake in muscle and fat. By focusing on postprandial insulin resistance, we highlighted the mechanisms of action at type 2 diabetes loci that are not adequately captured by studies of fasting glycemic traits., (© 2023. The Author(s), under exclusive licence to Springer Nature America, Inc.)- Published
- 2023
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18. Measuring loneliness: Psychometric properties of the three-item loneliness scale among community-dwelling adults.
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Daniel F, Espírito-Santo H, Lemos L, Guadalupe S, Barroso I, Gomes da Silva A, and Ferreira PL
- Abstract
Loneliness is a prevalent set of negative feelings associated with unsatisfactory and reduced social interactions, inadequate social support, poor satisfaction with life and health, negative emotions, and economic burden. Thus, its measurement is of foremost importance. Therefore, this study aimed (i) to devise the Portuguese version of the three-Item Loneliness Scale (T-ILS), which is ideal for epidemiological studies, and (ii) to evaluate its psychometric properties. Three hundred forty-five community-dwelling Portuguese adults with a mean age of 54.6 ± 19.5 years, 61.7% women, recruited door-to-door, were assessed with the Portuguese versions of T-ILS, Satisfaction With Life Scale-SWLS, Lubben Social Network Scale 6-items-LSNS-6, a question regarding Happiness/Unhappiness, and a sociodemographic questionnaire. The T-ILS showed good psychometric properties and correlated moderately with SWLS and LSNS-6, and happiness, and weakly with the number of people in the household. The Portuguese version of the T-ILS proved to be a valid and reliable instrument, easy and quick to administer. It proved to be a valuable tool in screening loneliness in Portugal, being potentially useful to the identification of lonelier people in need of intervention., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2023 The Authors.)
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- 2023
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19. A rare human variant that disrupts GPR10 signalling causes weight gain in mice.
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Talbot F, Feetham CH, Mokrosiński J, Lawler K, Keogh JM, Henning E, Mendes de Oliveira E, Ayinampudi V, Saeed S, Bonnefond A, Arslan M, Yeo GSH, Froguel P, Bechtold DA, Adamson A, Humphreys N, Barroso I, Luckman SM, and Farooqi IS
- Subjects
- Animals, Humans, Mice, Energy Metabolism, Mice, Transgenic, Signal Transduction, Weight Gain genetics, Obesity genetics, Receptors, G-Protein-Coupled genetics, Receptors, G-Protein-Coupled metabolism
- Abstract
Disruption of brain-expressed G protein-coupled receptor-10 (GPR10) causes obesity in animals. Here, we identify multiple rare variants in GPR10 in people with severe obesity and in normal weight controls. These variants impair ligand binding and G protein-dependent signalling in cells. Transgenic mice harbouring a loss of function GPR10 variant found in an individual with obesity, gain excessive weight due to decreased energy expenditure rather than increased food intake. This evidence supports a role for GPR10 in human energy homeostasis. Therapeutic targeting of GPR10 may represent an effective weight-loss strategy., (© 2023. The Author(s).)
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- 2023
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20. Loci for insulin processing and secretion provide insight into type 2 diabetes risk.
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Broadaway KA, Yin X, Williamson A, Parsons VA, Wilson EP, Moxley AH, Vadlamudi S, Varshney A, Jackson AU, Ahuja V, Bornstein SR, Corbin LJ, Delgado GE, Dwivedi OP, Fernandes Silva L, Frayling TM, Grallert H, Gustafsson S, Hakaste L, Hammar U, Herder C, Herrmann S, Højlund K, Hughes DA, Kleber ME, Lindgren CM, Liu CT, Luan J, Malmberg A, Moissl AP, Morris AP, Perakakis N, Peters A, Petrie JR, Roden M, Schwarz PEH, Sharma S, Silveira A, Strawbridge RJ, Tuomi T, Wood AR, Wu P, Zethelius B, Baldassarre D, Eriksson JG, Fall T, Florez JC, Fritsche A, Gigante B, Hamsten A, Kajantie E, Laakso M, Lahti J, Lawlor DA, Lind L, März W, Meigs JB, Sundström J, Timpson NJ, Wagner R, Walker M, Wareham NJ, Watkins H, Barroso I, O'Rahilly S, Grarup N, Parker SC, Boehnke M, Langenberg C, Wheeler E, and Mohlke KL
- Subjects
- Humans, Genome-Wide Association Study methods, Insulin genetics, Insulin metabolism, Glucose, Transcription Factors genetics, Homeodomain Proteins genetics, Proinsulin genetics, Proinsulin metabolism, Diabetes Mellitus, Type 2 genetics, Diabetes Mellitus, Type 2 metabolism
- Abstract
Insulin secretion is critical for glucose homeostasis, and increased levels of the precursor proinsulin relative to insulin indicate pancreatic islet beta-cell stress and insufficient insulin secretory capacity in the setting of insulin resistance. We conducted meta-analyses of genome-wide association results for fasting proinsulin from 16 European-ancestry studies in 45,861 individuals. We found 36 independent signals at 30 loci (p value < 5 × 10
-8 ), which validated 12 previously reported loci for proinsulin and ten additional loci previously identified for another glycemic trait. Half of the alleles associated with higher proinsulin showed higher rather than lower effects on glucose levels, corresponding to different mechanisms. Proinsulin loci included genes that affect prohormone convertases, beta-cell dysfunction, vesicle trafficking, beta-cell transcriptional regulation, and lysosomes/autophagy processes. We colocalized 11 proinsulin signals with islet expression quantitative trait locus (eQTL) data, suggesting candidate genes, including ARSG, WIPI1, SLC7A14, and SIX3. The NKX6-3/ANK1 proinsulin signal colocalized with a T2D signal and an adipose ANK1 eQTL signal but not the islet NKX6-3 eQTL. Signals were enriched for islet enhancers, and we showed a plausible islet regulatory mechanism for the lead signal in the MADD locus. These results show how detailed genetic studies of an intermediate phenotype can elucidate mechanisms that may predispose one to disease., Competing Interests: Declaration of interests J.B.M. is an academic associate for Quest Diagnostics Endocrine R&D. M.E.K. is employed by SYNLAB Holding Deutschland GmbH. C.M.L. receives grants from Bayer Ag and Novo Nordisk and her husband works for Vertex. B.Z. is employed at the Swedish Medical Products Agency, SE-751 03 Uppsala, Sweden; the views expressed in this paper are the personal views of the authors and not necessarily the views of the Swedish government agency. B.Z. has not received any funding or benefits from any sponsor for the present work. J.C.F. receives consulting honoraria from Goldfinch Bio and AstraZeneca and speaker honoraria from Novo Nordisk, AstraZeneca, and Merck for research lectures over which he had full control on content. D.A.L. has received support from Medtronics Ltd and Roche Diagnostics for research unrelated to this paper. W.M. reports grants and personal fees from Siemens Diagnostics, grants and personal fees from Aegerion Pharmaceuticals, grants and personal fees from AMGEN, grants and personal fees from AstraZeneca, grants and personal fees from Danone Research, grants and personal fees from Sanofi, personal fees from Hoffmann LaRoche, personal fees from MSD, grants and personal fees from Pfizer, personal fees from Synageva, grants and personal fees from BASF, grants from Abbott Diagnostics, and grants and personal fees from Numares, outside the submitted work. W.M. is employed by Synlab Holding Deutschland GmbH. R.W. reports lecture fees from Novo Nordisk and Sanofi and served on an advisory board for Akcea Therapeutics, Daiichi Sankyo, Sanofi, and Novo Nordisk. E.W. is now an employee of AstraZeneca., (Copyright © 2023 American Society of Human Genetics. All rights reserved.)- Published
- 2023
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21. The impact of population-level HbA 1c screening on reducing diabetes diagnostic delay in middle-aged adults: a UK Biobank analysis.
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Young KG, McGovern AP, Barroso I, Hattersley AT, Jones AG, Shields BM, Thomas NJ, and Dennis JM
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- Middle Aged, Adult, Humans, Female, Biological Specimen Banks, Kaplan-Meier Estimate, United Kingdom epidemiology, Delayed Diagnosis, Diabetes Mellitus diagnosis, Diabetes Mellitus epidemiology
- Abstract
Aims/hypothesis: Screening programmes can detect cases of undiagnosed diabetes earlier than symptomatic or incidental diagnosis. However, the improvement in time to diagnosis achieved by screening programmes compared with routine clinical care is unclear. We aimed to use the UK Biobank population-based study to provide the first population-based estimate of the reduction in time to diabetes diagnosis that could be achieved by HbA
1c -based screening in middle-aged adults., Methods: We studied UK Biobank participants aged 40-70 years with HbA1c measured at enrolment (but not fed back to participants/clinicians) and linked primary and secondary healthcare data (n=179,923) and identified those with a pre-existing diabetes diagnosis (n=13,077, 7.3%). Among the remaining participants (n=166,846) without a diabetes diagnosis, we used an elevated enrolment HbA1c level (≥48 mmol/mol [≥6.5%]) to identify those with undiagnosed diabetes. For this group, we used Kaplan-Meier analysis to assess the time between enrolment HbA1c measurement and subsequent clinical diabetes diagnosis up to 10 years, and Cox regression to identify clinical factors associated with delayed diabetes diagnosis., Results: In total, 1.0% (1703/166,846) of participants without a diabetes diagnosis had undiagnosed diabetes based on calibrated HbA1c levels at UK Biobank enrolment, with a median HbA1c level of 51.3 mmol/mol (IQR 49.1-57.2) (6.8% [6.6-7.4]). These participants represented an additional 13.0% of diabetes cases in the study population relative to the 13,077 participants with a diabetes diagnosis. The median time to clinical diagnosis for those with undiagnosed diabetes was 2.2 years, with a median HbA1c at clinical diagnosis of 58.2 mmol/mol (IQR 51.0-80.0) (7.5% [6.8-9.5]). Female participants with lower HbA1c and BMI measurements at enrolment experienced the longest delay to clinical diagnosis., Conclusions/interpretation: Our population-based study shows that HbA1c screening in adults aged 40-70 years can reduce the time to diabetes diagnosis by a median of 2.2 years compared with routine clinical care. The findings support the use of HbA1c screening to reduce the time for which individuals are living with undiagnosed diabetes., (© 2022. The Author(s).)- Published
- 2023
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22. The prognostic impact of magnesium in acute heart failure is different according to the presence of diabetes mellitus.
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Cidade-Rodrigues C, Cunha FM, Elias C, Carreira M, Barroso I, Bettencourt P, and Lourenço P
- Abstract
Background: Hypermagnesemia predicts mortality in chronic heart failure (HF); however, in acute HF, magnesium does not seem to be outcome-associated. Diabetes mellitus (DM) frequently associates with altered magnesium status. We hypothesized that DM might influence the prognostic impact of magnesium in acute HF., Methods: This is a retrospective cohort study of hospitalized patients with acute HF. Patients without data on admission serum magnesium were excluded. Follow-up: 1 year from hospital admission. Primary end point: all-cause mortality. Patients were divided according to median serum magnesium (1.64 mEq/L). The Kaplan-Meier survival method was used to determine survival curves according to magnesium levels. The analysis was stratified according to the presence of DM. A multivariable Cox regression analysis was used to study the prognostic impact of magnesium., Results: We studied 606 patients. The mean age was 76 ± 12 years, 44.1% were male, 50.7% had DM, and 232 (38.3%) died during follow-up. Median magnesium was 1.64 (1.48-1.79) mEq/L. Patients with magnesium ≥1.64 mEq/L had higher 1-year mortality [141 (46.4%) vs 91 (30.1%), P < .001]. After adjustments for age, sex, history of atrial fibrillation, systolic blood pressure, heart rate, ischemic etiology, B-type natriuretic peptide, estimated glomerular filtration rate, alcohol consumption, antihyperglycaemic agents or glycated hemoglobin, admission glycemia, New York Heart Association class IV, and severe left ventricle systolic dysfunction, serum magnesium ≥1.64 mEq/L was associated with higher mortality only in patients with DM: HR 1.89 (95% confidence interval: 1.19-3.00), P = .007, and 1.27 (95% confidence interval: 0.83-1.94) and P = .26 for non-DM patients. The results were similar if magnesium was analyzed as a continuous variable. Per 0.1 mEq/L increase in magnesium levels, patients with DM had 13% increased risk of 1-year mortality., Conclusions: Higher magnesium levels were associated with worse prognosis only in HF patients with DM., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2022 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of PBJ-Associação Porto Biomedical/Porto Biomedical Society. All rights reserved.)
- Published
- 2022
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23. Human loss-of-function variants in the serotonin 2C receptor associated with obesity and maladaptive behavior.
- Author
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He Y, Brouwers B, Liu H, Liu H, Lawler K, Mendes de Oliveira E, Lee DK, Yang Y, Cox AR, Keogh JM, Henning E, Bounds R, Perdikari A, Ayinampudi V, Wang C, Yu M, Tu L, Zhang N, Yin N, Han J, Scarcelli NA, Yan Z, Conde KM, Potts C, Bean JC, Wang M, Hartig SM, Liao L, Xu J, Barroso I, Mokrosinski J, Xu Y, and Sadaf Farooqi I
- Subjects
- Animals, Child, Female, Humans, Male, Mice, HEK293 Cells, Obesity genetics, Serotonin, Serotonin 5-HT2 Receptor Agonists pharmacology, Adaptation, Psychological, Obesity, Morbid, Receptor, Serotonin, 5-HT2C genetics
- Abstract
Serotonin reuptake inhibitors and receptor agonists are used to treat obesity, anxiety and depression. Here we studied the role of the serotonin 2C receptor (5-HT
2C R) in weight regulation and behavior. Using exome sequencing of 2,548 people with severe obesity and 1,117 control individuals without obesity, we identified 13 rare variants in the gene encoding 5-HT2C R (HTR2C) in 19 unrelated people (3 males and 16 females). Eleven variants caused a loss of function in HEK293 cells. All people who carried variants had hyperphagia and some degree of maladaptive behavior. Knock-in male mice harboring a human loss-of-function HTR2C variant developed obesity and reduced social exploratory behavior; female mice heterozygous for the same variant showed similar deficits with reduced severity. Using the 5-HT2C R agonist lorcaserin, we found that depolarization of appetite-suppressing proopiomelanocortin neurons was impaired in knock-in mice. In conclusion, we demonstrate that 5-HT2C R is involved in the regulation of human appetite, weight and behavior. Our findings suggest that melanocortin receptor agonists might be effective in treating severe obesity in individuals carrying HTR2C variants. We suggest that HTR2C should be included in diagnostic gene panels for severe childhood-onset obesity., (© 2022. The Author(s).)- Published
- 2022
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24. How the metabolic phenotype in adulthood is affected by long-lasting immunological trajectories since adolescence.
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Barroso I, Guimarães JT, Craveiro V, Severo M, and Ramos E
- Subjects
- Adolescent, Adult, Body Mass Index, Humans, Phenotype, Waist Circumference, Metabolic Syndrome, Uric Acid
- Abstract
A close relationship between immune and metabolic systems has been perceived in the recent past. We aimed to assess whether the immunological trajectories of circulating white blood cells (WBC) started in adolescence, affects the metabolic phenotype in adulthood. We used data from 1183 participants of the population-based EPITeen cohort, evaluated at 13, 17, 21, 24 and 27 years of age. The Immunological trajectories from 13 to 27 years old were identified by mixed-effects models, being their association with metabolic features at 27 years old measured by logistic regression. The Higher Inflammatory Activation trajectory (HIA trajectory) had the highest percentage of individuals with metabolic syndrome, while Lowest Levels of WBC trajectory (LLWBC trajectory) showed the lowest percentage. Participants with HIA trajectory had significantly higher triglycerides, waist circumference, serum uric acid and BMI. After adjustment for sex and sports practice and hs-CRP, the odds of having one or more metabolic features in adulthood was significantly lower in LLWBC trajectory. Individuals with immunological trajectories of WBC linked with a pattern of higher immune activation showed a less favorable metabolic profile, while those with the lowest levels of WBC were less likely to have metabolic risk factors in adulthood., (© 2022. The Author(s).)
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- 2022
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25. Associations Between Glycemic Traits and Colorectal Cancer: A Mendelian Randomization Analysis.
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Murphy N, Song M, Papadimitriou N, Carreras-Torres R, Langenberg C, Martin RM, Tsilidis KK, Barroso I, Chen J, Frayling TM, Bull CJ, Vincent EE, Cotterchio M, Gruber SB, Pai RK, Newcomb PA, Perez-Cornago A, van Duijnhoven FJB, Van Guelpen B, Vodicka P, Wolk A, Wu AH, Peters U, Chan AT, and Gunter MJ
- Subjects
- Blood Glucose analysis, Blood Glucose genetics, Female, Genome-Wide Association Study, Glycated Hemoglobin analysis, Humans, Insulin, Male, Mendelian Randomization Analysis, Polymorphism, Single Nucleotide, Risk Factors, Colorectal Neoplasms complications, Colorectal Neoplasms epidemiology, Colorectal Neoplasms genetics, Diabetes Mellitus, Type 2 complications, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 genetics, Hyperinsulinism complications, Hyperinsulinism genetics
- Abstract
Background: Glycemic traits-such as hyperinsulinemia, hyperglycemia, and type 2 diabetes-have been associated with higher colorectal cancer risk in observational studies; however, causality of these associations is uncertain. We used Mendelian randomization (MR) to estimate the causal effects of fasting insulin, 2-hour glucose, fasting glucose, glycated hemoglobin (HbA1c), and type 2 diabetes with colorectal cancer., Methods: Genome-wide association study summary data were used to identify genetic variants associated with circulating levels of fasting insulin (n = 34), 2-hour glucose (n = 13), fasting glucose (n = 70), HbA1c (n = 221), and type 2 diabetes (n = 268). Using 2-sample MR, we examined these variants in relation to colorectal cancer risk (48 214 case patient and 64 159 control patients)., Results: In inverse-variance models, higher fasting insulin levels increased colorectal cancer risk (odds ratio [OR] per 1-SD = 1.65, 95% confidence interval [CI] = 1.15 to 2.36). We found no evidence of any effect of 2-hour glucose (OR per 1-SD = 1.02, 95% CI = 0.86 to 1.21) or fasting glucose (OR per 1-SD = 1.04, 95% CI = 0.88 to 1.23) concentrations on colorectal cancer risk. Genetic liability to type 2 diabetes (OR per 1-unit increase in log odds = 1.04, 95% CI = 1.01 to 1.07) and higher HbA1c levels (OR per 1-SD = 1.09, 95% CI = 1.00 to 1.19) increased colorectal cancer risk, although these findings may have been biased by pleiotropy. Higher HbA1c concentrations increased rectal cancer risk in men (OR per 1-SD = 1.21, 95% CI = 1.05 to 1.40), but not in women., Conclusions: Our results support a causal effect of higher fasting insulin, but not glucose traits or type 2 diabetes, on increased colorectal cancer risk. This suggests that pharmacological or lifestyle interventions that lower circulating insulin levels may be beneficial in preventing colorectal tumorigenesis., (© The Author(s) 2022. Published by Oxford University Press.)
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- 2022
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26. CA-125 variation in acute heart failure: a single-centre analysis.
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Lourenço P, Cunha FM, Elias C, Fernandes C, Barroso I, Guimarães JT, and Bettencourt P
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- Aged, Aged, 80 and over, Female, Hospitalization, Humans, Male, Middle Aged, Patient Discharge, Prognosis, Stroke Volume, Heart Failure epidemiology, Heart Failure therapy
- Abstract
Aims: A decrease in carbohydrate antigen 125 (CA-125) predicts survival advantage in chronic heart failure (HF); the impact of its variation in acute HF is unknown. We studied the association of CA-125 decrease with prognosis in acute HF., Methods and Results: We studied acute hospitalized HF patients. Predictors of admission and discharge CA-125 were determined by linear regression. Follow-up was 1 year; endpoint was all-cause death. The association of admission and discharge CA-125 with mortality was assessed using a Cox-regression analysis. A Cox-regression analysis was also used to assess the prognostic impact of CA-125 decrease during hospitalization. Analysis was stratified by length of hospital stay (LOS). We studied 363 patients, 51.5% male, mean age 75 ± 12 years, 51.5% ischaemic, 30.0% with preserved ejection fraction, and 57.3% with reduced ejection fraction; patients presented elevated comorbidity burden. Median LOS was 7 (5-11) days. In the subgroup of 262 patients with CA-125 measured both at admission and at discharge, we reported a significant increase in its levels: 56.0 (26.0-160.7) U/mL to 74.0 (32.3-195.0) U/mL. Independent predictors of admission CA-125 were higher BNP and lower creatinine. Predictors of discharge CA-125 were higher discharge BNP, lower discharge albumin, and younger age. Both admission and discharge CA-125 predicted mortality. During follow-up, 75 (31.8%) patients died. A decrease in CA-125 predicted a 68% reduction in the 1 year death risk only in patients with LOS > 10 days., Conclusions: Our results suggest that an early re-evaluation (>10 days) with CA-125 measurement after an acute HF hospitalization may be of interest in patient management., (© 2022 The Authors. ESC Heart Failure published by John Wiley & Sons Ltd on behalf of European Society of Cardiology.)
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- 2022
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27. Identification of Rare Loss-of-Function Genetic Variation Regulating Body Fat Distribution.
- Author
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Koprulu M, Zhao Y, Wheeler E, Dong L, Rocha N, Li C, Griffin JD, Patel S, Van de Streek M, Glastonbury CA, Stewart ID, Day FR, Luan J, Bowker N, Wittemans LBL, Kerrison ND, Cai L, Lucarelli DME, Barroso I, McCarthy MI, Scott RA, Saudek V, Small KS, Wareham NJ, Semple RK, Perry JRB, O'Rahilly S, Lotta LA, Langenberg C, and Savage DB
- Subjects
- Activin Receptors, Type I genetics, Body Fat Distribution, Exome, Genetic Variation, Genome-Wide Association Study, Humans, Diabetes Mellitus, Type 2 genetics
- Abstract
Context: Biological and translational insights from large-scale, array-based genetic studies of fat distribution, a key determinant of metabolic health, have been limited by the difficulty in linking predominantly noncoding variants to specific gene targets. Rare coding variant analyses provide greater confidence that a specific gene is involved, but do not necessarily indicate whether gain or loss of function (LoF) would be of most therapeutic benefit., Objective: This work aimed to identify genes/proteins involved in determining fat distribution., Methods: We combined the power of genome-wide analysis of array-based rare, nonsynonymous variants in 450 562 individuals in the UK Biobank with exome-sequence-based rare LoF gene burden testing in 184 246 individuals., Results: The data indicate that the LoF of 4 genes (PLIN1 [LoF variants, P = 5.86 × 10-7], INSR [LoF variants, P = 6.21 × 10-7], ACVR1C [LoF + moderate impact variants, P = 1.68 × 10-7; moderate impact variants, P = 4.57 × 10-7], and PDE3B [LoF variants, P = 1.41 × 10-6]) is associated with a beneficial effect on body mass index-adjusted waist-to-hip ratio and increased gluteofemoral fat mass, whereas LoF of PLIN4 (LoF variants, P = 5.86 × 10-7 adversely affects these parameters. Phenotypic follow-up suggests that LoF of PLIN1, PDE3B, and ACVR1C favorably affects metabolic phenotypes (eg, triglycerides [TGs] and high-density lipoprotein [HDL] cholesterol concentrations) and reduces the risk of cardiovascular disease, whereas PLIN4 LoF has adverse health consequences. INSR LoF is associated with lower TG and HDL levels but may increase the risk of type 2 diabetes., Conclusion: This study robustly implicates these genes in the regulation of fat distribution, providing new and in some cases somewhat counterintuitive insight into the potential consequences of targeting these molecules therapeutically., (© The Author(s) 2021. Published by Oxford University Press on behalf of the Endocrine Society.)
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- 2022
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28. Pericardial Fluid Annexin A1 Is a Marker of Atrial Fibrillation in Aortic Stenosis: A Proteomics Analysis.
- Author
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Fragão-Marques M, Vitorino R, Barroso I, Falcão-Pires I, Leite-Moreira A, and Trindade F
- Abstract
Atrial fibrillation (AF) is the most common arrhythmia with adverse clinical outcomes. Pericardial fluid (PF) mirrors the heart's pathophysiological status due to its proximity. This study aimed to characterise the PF proteome to identify new biomarkers of disease. Eighty-three patients submitted to aortic valve replacement surgery with severe aortic stenosis were selected, and their baseline echocardiographic and clinical variables were documented. Thirteen samples were selected blindly for proteome characterisation following a shotgun (GeLC-MS/MS) and a label-free quantification approach (LFQ). According to previous AF history, a partial least squares discriminant analysis (PLS-DA) was conducted, and the top 15 variables important in projection were identified. To inquire potential biomarkers, ROC curves were designed using LFQ data. Target proteins were further validated by ELISA, in both pericardial fluid and serum. Proteome analysis uncovered nine proteins up- and downregulated ≥2-fold. Annexin A1, annexin A2, and vimentin were among the top 15 most important variables for group discrimination in PLS-DA. Protein-protein interaction and gene ontology enrichment analysis presented functional interaction among identified proteins, which were all part of focal adhesion sites. Annexin A1 was increased in the pericardial fluid of AF patients but not in serum when quantified by ELISA. Annexin A1 is a novel pericardial fluid biomarker of AF in patients with severe aortic stenosis.
- Published
- 2022
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29. An Expanded Genome-Wide Association Study of Fructosamine Levels Identifies RCN3 as a Replicating Locus and Implicates FCGRT as the Effector Transcript.
- Author
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Riveros-Mckay F, Roberts D, Di Angelantonio E, Yu B, Soranzo N, Danesh J, Selvin E, Butterworth AS, and Barroso I
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- Adult, Atherosclerosis blood, Atherosclerosis epidemiology, Atherosclerosis genetics, Cohort Studies, Diabetes Mellitus, Type 2 blood, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 genetics, Female, Fructosamine metabolism, Gene Expression Regulation, Gene Frequency, Genetic Loci, Genetic Variation, Genome-Wide Association Study, Glycated Hemoglobin metabolism, Humans, Male, Metabolic Networks and Pathways genetics, Polymorphism, Single Nucleotide, United Kingdom epidemiology, United States epidemiology, Calcium-Binding Proteins genetics, Fructosamine blood, Histocompatibility Antigens Class I genetics, Receptors, Fc genetics
- Abstract
Fructosamine is a measure of short-term glycemic control, which has been suggested as a useful complement to glycated hemoglobin (HbA1c) for the diagnosis and monitoring of diabetes. To date, a single genome-wide association study (GWAS) including 8,951 U.S. White and 2,712 U.S. Black individuals without a diabetes diagnosis has been published. Results in Whites and Blacks yielded different association loci, near RCN3 and CNTN5, respectively. In this study, we performed a GWAS on 20,731 European-ancestry blood donors and meta-analyzed our results with previous data from U.S. White participants from the Atherosclerosis Risk in Communities (ARIC) study (Nmeta = 29,685). We identified a novel association near GCK (rs3757840, βmeta = 0.0062; minor allele frequency [MAF] = 0.49; Pmeta = 3.66 × 10-8) and confirmed the association near RCN3 (rs113886122, βmeta = 0.0134; MAF = 0.17; Pmeta = 5.71 × 10-18). Colocalization analysis with whole-blood expression quantitative trait loci data suggested FCGRT as the effector transcript at the RCN3 locus. We further showed that fructosamine has low heritability (h2 = 7.7%), has no significant genetic correlation with HbA1c and other glycemic traits in individuals without a diabetes diagnosis (P > 0.05), but has evidence of shared genetic etiology with some anthropometric traits (Bonferroni-corrected P < 0.0012). Our results broaden knowledge of the genetic architecture of fructosamine and prioritize FCGRT for downstream functional studies at the established RCN3 locus., (© 2022 by the American Diabetes Association.)
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- 2022
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30. Insights into the genetic architecture of haematological traits from deep phenotyping and whole-genome sequencing for two Mediterranean isolated populations.
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Kuchenbaecker K, Gilly A, Suveges D, Southam L, Giannakopoulou O, Kilian B, Tsafantakis E, Karaleftheri M, Farmaki AE, Gurdasani D, Kundu K, Sandhu MS, Danesh J, Butterworth A, Barroso I, Dedoussis G, and Zeggini E
- Subjects
- Cohort Studies, DNA Mutational Analysis, Erythrocyte Count, Gene Frequency, Genetic Variation, Genome-Wide Association Study, Greece, Humans, Leukocyte Count, Mutation, Platelet Function Tests, Whole Genome Sequencing, Erythrocyte Indices genetics, Genetics, Population, beta-Globins genetics
- Abstract
Haematological traits are linked to cardiovascular, metabolic, infectious and immune disorders, as well as cancer. Here, we examine the role of genetic variation in shaping haematological traits in two isolated Mediterranean populations. Using whole-genome sequencing data at 22× depth for 1457 individuals from Crete (MANOLIS) and 1617 from the Pomak villages in Greece, we carry out a genome-wide association scan for haematological traits using linear mixed models. We discover novel associations (p < 5 × 10
-9 ) of five rare non-coding variants with alleles conferring effects of 1.44-2.63 units of standard deviation on red and white blood cell count, platelet and red cell distribution width. Moreover, 10.0% of individuals in the Pomak population and 6.8% in MANOLIS carry a pathogenic mutation in the Haemoglobin Subunit Beta (HBB) gene. The mutational spectrum is highly diverse (10 different mutations). The most frequent mutation in MANOLIS is the common Mediterranean variant IVS-I-110 (G>A) (rs35004220). In the Pomak population, c.364C>A ("HbO-Arab", rs33946267) is most frequent (4.4% allele frequency). We demonstrate effects on haematological and other traits, including bilirubin, cholesterol, and, in MANOLIS, height and gestation age. We find less severe effects on red blood cell traits for HbS, HbO, and IVS-I-6 (T>C) compared to other b+ mutations. Overall, we uncover allelic diversity of HBB in Greek isolated populations and find an important role for additional rare variants outside of HBB., (© 2022. The Author(s).)- Published
- 2022
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31. The importance of increasing population diversity in genetic studies of type 2 diabetes and related glycaemic traits.
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Barroso I
- Subjects
- Blood Glucose, Case-Control Studies, Genetic Predisposition to Disease genetics, Humans, Phenotype, Polymorphism, Single Nucleotide genetics, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study
- Abstract
Type 2 diabetes has a global prevalence, with epidemiological data suggesting that some populations have a higher risk of developing this disease. However, to date, most genetic studies of type 2 diabetes and related glycaemic traits have been performed in individuals of European ancestry. The same is true for most other complex diseases, largely due to use of 'convenience samples'. Rapid genotyping of large population cohorts and case-control studies from existing collections was performed when the genome-wide association study (GWAS) 'revolution' began, back in 2005. Although global representation has increased in the intervening 15 years, further expansion and inclusion of diverse populations in genetic and genomic studies is still needed. In this review, I discuss the progress made in incorporating multi-ancestry participants in genetic analyses of type 2 diabetes and related glycaemic traits, and associated opportunities and challenges. I also discuss how increased representation of global diversity in genetic and genomic studies is required to fulfil the promise of precision medicine for all., (© 2021. The Author(s).)
- Published
- 2021
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32. Predicting novel candidate human obesity genes and their site of action by systematic functional screening in Drosophila.
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Agrawal N, Lawler K, Davidson CM, Keogh JM, Legg R, Barroso I, Farooqi IS, and Brand AH
- Subjects
- Age of Onset, Animals, Case-Control Studies, Drosophila Proteins genetics, Drosophila Proteins metabolism, Female, Homozygote, Humans, Male, Mutation genetics, Pedigree, Signal Transduction genetics, Drosophila melanogaster genetics, Genetic Association Studies, Genetic Testing, Obesity genetics
- Abstract
The discovery of human obesity-associated genes can reveal new mechanisms to target for weight loss therapy. Genetic studies of obese individuals and the analysis of rare genetic variants can identify novel obesity-associated genes. However, establishing a functional relationship between these candidate genes and adiposity remains a significant challenge. We uncovered a large number of rare homozygous gene variants by exome sequencing of severely obese children, including those from consanguineous families. By assessing the function of these genes in vivo in Drosophila, we identified 4 genes, not previously linked to human obesity, that regulate adiposity (itpr, dachsous, calpA, and sdk). Dachsous is a transmembrane protein upstream of the Hippo signalling pathway. We found that 3 further members of the Hippo pathway, fat, four-jointed, and hippo, also regulate adiposity and that they act in neurons, rather than in adipose tissue (fat body). Screening Hippo pathway genes in larger human cohorts revealed rare variants in TAOK2 associated with human obesity. Knockdown of Drosophila tao increased adiposity in vivo demonstrating the strength of our approach in predicting novel human obesity genes and signalling pathways and their site of action., Competing Interests: The authors have declared that no competing interests exist.
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- 2021
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33. Immunological Trajectories of White Blood Cells from Adolescence to Adulthood: Description and Determinants.
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Barroso I, Guimarães JT, Severo M, Craveiro V, and Ramos E
- Abstract
Background: The immune system gradually matures early in life in the face of internal and external stimuli. Whether the immune responses are lasting and stable during the course of life is still unclear., Methods: As part of the EPITeen cohort, 1183 adolescents were prospectively evaluated at the ages of 13, 17, 21, 24 and 27. Sociodemographic, behavioral and clinical data were collected by self- and face-to-face-administered questionnaires, along with a physical examination comprising anthropometric measurements and blood sample collections. Mixed-effects models were used to identify individual trajectories of white blood cells (WBC) and finite Gaussian mixture models were used to identify the clusters of individual trajectories., Results: Participants were allocated into six clusters based on the individual trajectories of WBC distribution. Higher Inflammatory Activation Cluster (11.4%) had the highest total WBC count and neutrophils percentage, as well as the lowest percentage of lymphocytes. These participants had significantly higher odds of being overweight [OR = 2.44, 95%CI:1.51-3.92]. Lowest Levels of WBC Cluster (24.1%) had the lowest total WBC count, being characterized by a higher participation on sports [OR = 1.54, 95%CI:1.12-2.13]. Highest Proportion of Eosinophils Cluster (20.1%) had the highest eosinophils percentage and the highest likelihood of having been diagnosed with a chronic disease [OR = 2.11, 95%CI:1.43-3.13], namely "asthma or allergies" [OR = 14.0 (1.73, 112.2]. Lowest Proportion of Eosinophils Cluster (29.1%) had the lowest percentage of eosinophils and basophils, as well as the highest lymphocyte proportion. Participants in the Undefined Cluster (13.8%) showed the highest percentage of monocytes and basophils and were also characterized by significant lower odds of having parents with 7-9 years of schooling [OR = 0.56, (0.32, 0.99]., Conclusions: In this study we identified distinct immunological trajectories of WBC from adolescence to adulthood that were associated with social, clinical and behavioral determinants. These results suggest that these immunological trajectories are defined early in life, being dependent on the exposures.
- Published
- 2021
- Full Text
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