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1.
Arch Biochem Biophys ; 689: 108476, 2020 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-32585310

RESUMO

BACKGROUND: Proteomics is expected to provide novel insights in the underlying pathophysiology of type 2 diabetes mellitus. In the present study, we aimed to identify and biochemically characterize proteins associated with diabetes mellitus in a Qatari population. METHODS: In a diabetes case-control study (175 cases, 164 controls; Arab, South Asian and Philippine ethnicities), we conducted a discovery study to screen 1141 blood protein levels for associations with diabetes mellitus. Additional analyses were done in controls in relation to Hb1Ac, and biochemical characterization of the main findings was performed with metabolomics (501 metabolites). We performed two-sample Mendelian Randomization to provide evidence of potential causality using data from European descent of the DIAGRAM consortium (74,124 cases of diabetes mellitus and 824,006 controls) for the identified proteins for T2D and Hb1Ac. RESULTS: After accounting for multiple testing, 30 protein levels were different (p-values<8.6e-5) between cases and controls. Of these, a higher Hb1Ac in controls was associated with a lower IGFBP-2 level (p-value = 4.1e-6). IGFBP-2 protein level was found lower among cases compared with controls across all ethnicities. In controls, IGFBP-2 was associated with 21 metabolite levels, but specifically connected to the metabolite citrulline in network analyses. We observed no evidence, however, that the association between IGFBP-2 and diabetes mellitus was causal. CONCLUSIONS: We specifically identified IGFBP-2 to be associated with diabetes mellitus, although with no evidence for causality, which was specifically connected to citrulline metabolism.


Assuntos
Diabetes Mellitus Tipo 2/metabolismo , Proteína 2 de Ligação a Fator de Crescimento Semelhante à Insulina/metabolismo , Adulto , Proteínas Sanguíneas/análise , Proteínas Sanguíneas/metabolismo , Estudos de Casos e Controles , Citrulina/sangue , Citrulina/metabolismo , Diabetes Mellitus Tipo 2/sangue , Feminino , Humanos , Proteína 2 de Ligação a Fator de Crescimento Semelhante à Insulina/sangue , Masculino , Metaboloma , Pessoa de Meia-Idade , Proteoma/análise , Proteoma/metabolismo
2.
PLoS One ; 14(6): e0218549, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31220183

RESUMO

INTRODUCTION: It is crucial to understand the factors that introduce variability before applying metabolomics to clinical and biomarker research. OBJECTIVES: We quantified technical and biological variability of both fasting and postprandial metabolite concentrations measured using 1H NMR spectroscopy in plasma samples. METHODS: In the Netherlands Epidemiology of Obesity study (n = 6,671), 148 metabolite concentrations (101 metabolites belonging to lipoprotein subclasses) were measured under fasting and postprandial states (150 minutes after a mixed liquid meal). Technical variability was evaluated among 265 fasting and 851 postprandial samples, with the identical blood plasma sample being measured twice by the same laboratory protocol. Biological reproducibility was assessed by measuring 165 individuals twice across time for evaluation of short- (<6 months) and long-term (>3 years) biological variability. Intra-class coefficients (ICCs) were used to assess variability. The ICCs of the fasting metabolites were compared with the postprandial metabolites using two-sided paired Wilcoxon test separately for short- and long-term measurements. RESULTS: Both fasting and postprandial metabolite concentrations showed high technical reproducibility using 1H NMR spectroscopy (median ICC = 0.99). Postprandial metabolite concentrations revealed slightly higher ICC scores than fasting ones in short-term repeat measures (median ICC in postprandial and fasting metabolite concentrations 0.72 versus 0.67, Wilcoxon p-value = 8.0×10-14). Variability did not increase further in a long-term repeat measure, with median ICC in postprandial of 0.64 and in fasting metabolite concentrations 0.66. CONCLUSION: Technical reproducibility is excellent. Biological reproducibility of postprandial metabolite concentrations showed a less or equal variability than fasting metabolite concentrations over time.


Assuntos
Jejum/sangue , Espectroscopia de Ressonância Magnética/normas , Metaboloma , Metabolômica/normas , Análise de Variância , Variação Biológica da População , Biomarcadores/sangue , Análise Química do Sangue/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Período Pós-Prandial , Reprodutibilidade dos Testes
3.
Am J Hum Genet ; 102(1): 88-102, 2018 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-29304378

RESUMO

Bone mineral density (BMD) assessed by DXA is used to evaluate bone health. In children, total body (TB) measurements are commonly used; in older individuals, BMD at the lumbar spine (LS) and femoral neck (FN) is used to diagnose osteoporosis. To date, genetic variants in more than 60 loci have been identified as associated with BMD. To investigate the genetic determinants of TB-BMD variation along the life course and test for age-specific effects, we performed a meta-analysis of 30 genome-wide association studies (GWASs) of TB-BMD including 66,628 individuals overall and divided across five age strata, each spanning 15 years. We identified variants associated with TB-BMD at 80 loci, of which 36 have not been previously identified; overall, they explain approximately 10% of the TB-BMD variance when combining all age groups and influence the risk of fracture. Pathway and enrichment analysis of the association signals showed clustering within gene sets implicated in the regulation of cell growth and SMAD proteins, overexpressed in the musculoskeletal system, and enriched in enhancer and promoter regions. These findings reveal TB-BMD as a relevant trait for genetic studies of osteoporosis, enabling the identification of variants and pathways influencing different bone compartments. Only variants in ESR1 and close proximity to RANKL showed a clear effect dependency on age. This most likely indicates that the majority of genetic variants identified influence BMD early in life and that their effect can be captured throughout the life course.


Assuntos
Densidade Óssea/genética , Estudo de Associação Genômica Ampla , Adolescente , Fatores Etários , Animais , Criança , Pré-Escolar , Loci Gênicos , Humanos , Lactente , Recém-Nascido , Camundongos Knockout , Polimorfismo de Nucleotídeo Único/genética , Característica Quantitativa Herdável , Análise de Regressão
4.
Eur J Epidemiol ; 32(9): 851-854, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28597126

RESUMO

OBJECTIVES: To assess current medical problems at two Greek refugee sites at Lesbos island (Camp Moria and Caritas hotel), to explore which care is needed and to assess how the provided healthcare can be improved. DESIGN: In this dynamic cohort study all consecutive patients who visited doctors from the Boat Refugee Foundation were included. OUTCOME: Treatment Rates (TR) with 95% Confidence Intervals (95% CI) were calculated for all major health issues. Additionally, the provided health care was evaluated using the SPHERE project standards. RESULTS: During the observation period of 30 March 2016 to 15 May 2016, 2291 persons were followed for a total of 289 person years (py). The median age of patients was 23.0 (IQR 8-38) years, 30.0% was aged <18. The healthcare demand was high with 3.6 patient visits per py. Upper respiratory tract infections were most commonly diagnosed with a TR of 89.6/100py (95% CI 78.7-10.1) followed by dental problems (TR 18.0/100py, 95% CI 13.1-22.9). The rate of suicide attempts was high at TR 1.4/100py (95% CI 0.03-2.8), and many psychological problems were diagnosed, TR 19.4/100py (95% CI 14.3-24.4). Major health care threats are the lack of a vaccination program, inadequate sanitation and hygiene, and severe overcrowding. CONCLUSIONS: This study can help policy makers and Non-Governmental Organizations decide which health care is needed most in the current European refugee crisis. There is an urgent need for mental and dental healthcare. Furthermore, it is crucial that vaccination programs are initiated and "hotspot" camps should transform in camps designed for long-stay situations.


Assuntos
Atenção à Saúde/organização & administração , Necessidades e Demandas de Serviços de Saúde , Campos de Refugiados , Refugiados/estatística & dados numéricos , Socorro em Desastres/organização & administração , Adolescente , Adulto , Criança , Estudos de Coortes , Atenção à Saúde/normas , Feminino , Grécia , Humanos , Higiene , Masculino , Infecções Respiratórias , Saneamento , Adulto Jovem
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