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1.
Thromb Haemost ; 120(1): 44-54, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31752041

RESUMEN

Turbidimetry is used to characterize fibrin clot properties. In purified systems, maximum absorbance (MA) directly relates to fibrin fiber cross-sectional area. However, in plasma samples there are discrepancies in the relationships between MA and fibrinogen concentration, fiber diameter, other clot properties, and cardiovascular disease outcomes, which complicate data interpretation. This study aims to advance understanding of MA of plasma clots through testing how well it relates to fundamental dependence on fibrinogen concentration and fiber diameter as predicted by light scattering theory, other clot properties and lifestyle, and biochemical variables. Plasma samples from 30 apparently healthy individuals with a fibrinogen concentration from 2.4 to 6.4 g/L were included. We performed turbidimetry, permeability, scanning electron microscopy, and rheometry on in vitro formed plasma clots. MA correlated more strongly with fibrinogen concentration (r = 0.65; p < 0.001) than with fiber diameter (r = 0.47; p = 0.01), which combined explained only 46% of the MA variance. Of additional variables measured, only low-density lipoprotein cholesterol correlated with MA (r = 0.46; p = 0.01) and clot lysis (r = 0.62; p < 0.0001) but not with fiber diameter or fibrinogen concentration. MA correlated with clot lysis time (r = 0.59; p = 0.001), storage modulus (r = 0.61; p = 0.001), and loss modulus (r = 0.59; p = 0.001), and negatively with clot permeability (r = -0.60; p = 0.001) also after adjustment for fibrinogen concentration and fiber diameter. Increased MA is indicative of a prothrombotic clot phenotype irrespective of fibrinogen concentration. MA is more indicative of overall clot density than of fiber diameter. Other plasma components can alter internal fiber density without altering fiber diameter and should be considered when interpreting MA of plasma samples.


Asunto(s)
Fibrina/metabolismo , Fibrinógeno/metabolismo , Nefelometría y Turbidimetría/métodos , Trombosis/diagnóstico , Anciano , Coagulación Sanguínea/efectos de los fármacos , Femenino , Fibrina/química , Tiempo de Lisis del Coágulo de Fibrina , Fibrinólisis , Hemostáticos/uso terapéutico , Humanos , Masculino , Microscopía Electrónica de Rastreo , Persona de Mediana Edad , Nefelometría y Turbidimetría/estadística & datos numéricos , Plasma , Trombosis/tratamiento farmacológico
2.
PLoS One ; 12(11): e0187712, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29099861

RESUMEN

Interleukin-6 (IL-6) induces the expression of fibrinogen, and polymorphic variation within the fibrinogen genes is believed to alter the magnitude of this expression. The identification of the functional relevance of individual fibrinogen single nucleotide polymorphisms (SNPs) has been hindered by the high linkage disequilibrium (LD) reported in the European fibrinogen gene locus. This study investigated two novel and 12 known fibrinogen SNPs of potential functional relevance, in 2010 Tswana individuals known to have low LD. We aimed to identify functional polymorphisms that contribute to clot-related phenotypes and total and γ' fibrinogen concentrations independently and through their interaction with IL-6, by taking advantage of the high fibrinogen and IL-6 concentrations and the low LD reported in black South Africans. Fibrinogen was significantly associated with IL-6, thereby mediating associations of IL-6 with clot formation and structure, although attenuating the association of IL-6 with clot lysis time. None of the common European fibrinogen haplotypes was present in this study population. Putative functional fibrinogen SNPs FGB-rs7439150, rs1800789 (-1420G/A) and rs1800787 (-148C/T) were significantly associated with fibrinogen concentration and altered clot properties, with several associations significantly influenced by IL-6 concentrations. The impact of harbouring several minor fibrinogen SNP alleles on the association of IL-6 and fibrinogen concentration was cumulative, with possession of each additional minor allele showing a stronger relationship of IL-6 with fibrinogen. This was also reflected in differences in clot properties, suggesting potential clinical relevance. Therefore, when investigating the effect of fibrinogen genetics on fibrinogen concentrations and CVD outcome, the possible interactions with modulating factors and the fact that SNP effects seem to be additive should be taken into account.


Asunto(s)
Fibrinógeno/metabolismo , Interleucina-6/metabolismo , Fenotipo , Polimorfismo de Nucleótido Simple , Trombosis/metabolismo , Adulto , Anciano , Población Negra/genética , Fibrinógeno/genética , Haplotipos , Humanos , Desequilibrio de Ligamiento , Persona de Mediana Edad , Población Blanca/genética
3.
Matrix Biol ; 60-61: 16-26, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-27771416

RESUMEN

Fibrinogen and its functional aspects have been linked to cardiovascular disease. There is vast discrepancy between the heritability of fibrinogen concentrations observed in twin studies and the heritability uncovered by genome wide association studies. We postulate that some of the missing heritability might be explained by the pleiotropic and polygenic co-regulation of fibrinogen through multiple targeted genes, apart from the fibrinogen genes themselves. To this end we investigated single nucleotide polymorphisms (SNPs) in genes coding for phenotypes associated with total and γ' fibrinogen concentrations and clot properties. Their individual and accumulative associations with the fibrinogen variables were explored together with possible co-regulatory processes as a result of the gain and loss of transcription factor binding sites (TFBS). Seventy-eight SNPs spanning the APOB, APOE, CBS, CRP, F13A1, FGA, FGB, FGG, LDL-R, MTHFR, MTR, PCSK-9 and SERPINE-1 genes were included in the final analysis. A novel PCSK-9 SNP (rs369066144) was identified in this population, which associated significantly (p=0.04) with clot lysis time (CLT). Apart from SNPs in the fibrinogen (FGA, FGB and FGG) and FXIII (F13A1) genes, the fibrinogen phenotypes were also associated with SNPs in genes playing a role in lipid homeostasis (LDL-R, PCSK-9) together with CBS and CRP polymorphisms (particularly, CRP-rs3093068). The genetic risk scores, presenting accumulative genetic risk, were significantly associated (p≤0.007) with total and γ' fibrinogen concentrations, lag time, slope and CLT, highlighting the importance of a polygenetic approach in determining complex phenotypes. SNPs significantly associated with the fibrinogen phenotypes, resulted in a total of 75 TFBS changes, of which 35 resulted in a loss and 40 in a gain of TFBS. In terms of co-regulation, V$IRF4.02, V$E2FF and V$HIFF were of particular importance. The investigation into TFBS provided valuable insight as to how sequence divergences in seemingly unrelated genes can result in transcriptional co-regulation of the fibrinogen phenotypes. The observed associations between the identified SNPs and the fibrinogen phenotypes therefore do not imply direct effects on cardiovascular disease outcomes, but may prove useful in explaining more of the genetic regulation of the investigated fibrinogen phenotypes.


Asunto(s)
Coagulación Sanguínea/genética , Fibrinógenos Anormales/genética , Regulación de la Expresión Génica , Pleiotropía Genética , Polimorfismo de Nucleótido Simple , Transcripción Genética , Adulto , Apolipoproteínas/genética , Apolipoproteínas/metabolismo , Sitios de Unión , Proteína C-Reactiva/genética , Proteína C-Reactiva/metabolismo , Estudios Transversales , Cistationina betasintasa/genética , Cistationina betasintasa/metabolismo , Femenino , Tiempo de Lisis del Coágulo de Fibrina , Fibrinógenos Anormales/metabolismo , Perfilación de la Expresión Génica , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Proproteína Convertasa 9/genética , Proproteína Convertasa 9/metabolismo , Unión Proteica
4.
Thromb Res ; 146: 23-34, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-27566845

RESUMEN

BACKGROUND: The effect of endogenous hormone concentrations, specifically 17ß-estradiol and progesterone, on fibrin network formation has not been established. OBJECTIVES: It is essential to understand natural hormone mechanisms since these hormones are still present in circulation while hormonal contraceptives, which are associated with increased risk of venous thromboembolism, are used. METHODS: Due to the fact that these hormones are known to increase hypercoagulability and the prothrombotic state scanning electron microscopy (SEM), atomic force microscopy (AFM), thromboelastography (TEG) and turbidimetry were employed to investigate the morphology, surface roughness, viscoelastic properties and formation and lysis of fibrin. RESULTS: 17ß-estradiol and progesterone showed hypercoagulable viscoelastic properties and decreased the diameter and surface roughness of fibrin while increasing dense matted deposit occurrence. Our results suggest that the additional burden of hormonal load, together with the presence of endogenous estrogen and progesterone, may result in a prothrombotic and hypercoagulable state in females with an inflammatory predisposition. CONCLUSION: Our results are of clinical importance when considering hormones as either pathological agent or therapeutic intervention as will be assessed in future investigation.


Asunto(s)
Estradiol/metabolismo , Fibrinógeno/metabolismo , Progesterona/metabolismo , Femenino , Humanos
5.
Blood Rev ; 30(6): 421-429, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27233154

RESUMEN

Increased plasma plasminogen activator inhibitor-1 (PAI-1) level is considered a mechanistic pathway through which obesity contributes to increased cardiovascular disease risk. Abdominal adipose tissue specifically, is a major PAI-1 source with visceral adipose tissue (VAT), an ectopic fat depot, generally considered to produce more PAI-1 than subcutaneous adipose tissue. However, this does not necessarily lead to increased plasma PAI-1 levels. This review provides an overview of studies investigating the association between body fat distribution and plasma PAI-1 levels. It discusses factors that influence this relationship and also considers the contribution of other tissue to plasma PAI-1 levels, placing the relative contribution of adipose tissue into perspective. In conclusion, the relationship between VAT and plasma PAI-1 levels is not fixed but can be modulated by a number of factors such as the size of the subcutaneous adipose tissue depot, ethnicity, possibly genetics and other obesity-related metabolic abnormalities.


Asunto(s)
Tejido Adiposo/metabolismo , Inhibidor 1 de Activador Plasminogénico/metabolismo , Tejido Adiposo/patología , Factores de Edad , Animales , Biomarcadores , Expresión Génica , Humanos , Obesidad/genética , Obesidad/metabolismo , Inhibidor 1 de Activador Plasminogénico/genética , Polimorfismo Genético , Factores Sexuales
6.
Thromb Res ; 136(2): 415-21, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26070447

RESUMEN

INTRODUCTION: Preliminary evidence indicates that the association of fibrinolytic potential, measured as clot lysis time (CLT), with body composition may differ from that of plasminogen activator inhibitor type-1 (PAI-1). We therefore investigated the association between fibrinolytic markers (plasminogen activator inhibitor type-1 activity (PAI-1act) and CLT) and body composition using detailed body composition analyses. MATERIALS AND METHODS: Data from 1288 Africans were cross-sectionally analyzed. Body composition analysis included BMI, waist circumference (WC); waist to height ratio (WHtR), skinfolds and body fat percentage measured with air-displacement plethysmography and bioelectrical impedance analysis. RESULTS: PAI-1act and CLT were significantly higher in women than in men, despite adjustment for differences in body composition. PAI-1act and CLT showed similar linear positive relationships with body composition (BMI, WC, WHtR, skinfolds) in men. In women CLT also showed a linear relationship with body composition, while PAI-1act levels plateaued at higher BMI and did not differ across skinfold categories. PAI-1act showed stronger correlations with body composition markers in men than it did in women, while no sex differences existed for CLT. PAI-1act associated more strongly with central obesity, while CLT associated with total body fat. CONCLUSIONS: Observed differences may be related to differences in adipose tissue type, distribution and sequence of accumulation between sexes. PAI-1act is strongly influenced by accumulation of visceral adipose tissue, whereas CLT is associated with obesity independent of type and sequence of body fat accumulation in this African adult study population.


Asunto(s)
Tiempo de Lisis del Coágulo de Fibrina/estadística & datos numéricos , Obesidad Abdominal/sangre , Obesidad Abdominal/epidemiología , Inhibidor 1 de Activador Plasminogénico/sangre , Trombofilia/sangre , Trombofilia/epidemiología , Adiposidad , Adulto , África/epidemiología , Biomarcadores/sangre , Composición Corporal , Causalidad , Comorbilidad , Femenino , Humanos , Masculino , Prevalencia , Reproducibilidad de los Resultados , Medición de Riesgo , Sensibilidad y Especificidad
7.
Blood Coagul Fibrinolysis ; 26(4): 389-95, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25688462

RESUMEN

Simultaneously increased fibrinogen and homocysteine (Hcy) in blood are believed to elevate the risk of cardiovascular disease mortality. However, the pathophysiological mechanisms involved are unknown. We sought to determine whether Hcy or its genetic determinants influence blood clot properties alone or in combination with fibrinogen. In addition, we investigated, for the first time, the gamma prime (γ') isoform of fibrinogen with Hcy in relation to clot architecture and lysis. Single-nucleotide polymorphisms, Hcy and hemostatic variables, including clot lysis, determined with a global fibrinolytic assay [giving lag time, slope, maximum absorbance and clot lysis time (CLT)], were measured in 1867 healthy black South Africans and cross-sectionally analyzed. Increasing Hcy did not affect fiber cross-sectional area (maximum absorbance). However, it decreased the time needed to initiate the coagulation cascade and for fibrin fibers to grow (lag time), it increased the tempo of lateral aggregation (slope) and reduced CLT. None of the single-nucleotide polymorphisms measured had effects on clot properties. Combined effects were observed between Hcy and total fibrinogen in predicting CLT. Fibrinogen γ', which affected markers of the fibrinolytic assay, did not have conjoint effects with Hcy. We believe that there is value in recognizing the combined effects of Hcy and fibrinogen, but not its γ' isoform in relation to clot structure and lysis. The enhanced fibrinolysis rate observed in patients with low fibrinogen and high Hcy may have adverse consequences for health if it disturbs hemostasis and results in a bleeding tendency.


Asunto(s)
Coagulación Sanguínea , Fibrinógeno/metabolismo , Fibrinógenos Anormales/metabolismo , Homocisteína/metabolismo , Población Negra/genética , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/genética , Enfermedades Cardiovasculares/metabolismo , Estudios Transversales , Tiempo de Lisis del Coágulo de Fibrina , Genotipo , Hemostasis , Homocisteína/sangre , Homocisteína/genética , Humanos , Polimorfismo de Nucleótido Simple , Factores de Riesgo
8.
Br J Haematol ; 168(1): 102-12, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25156046

RESUMEN

Inter-ethnic variation in fibrinogen levels is hypothesized to be the result of differences in genetic background. No information is available regarding the contribution of genetics to fibrinogen γ' in Africans. Only limited information is available regarding the interaction between genotypes and total and γ' fibrinogen concentration in determining fibrin clot properties. Our aim was to investigate the effect of polymorphisms in the fibrinogen and Factor XIII genes on total and γ' fibrinogen and clot properties (turbidimetry) in 2010 black Africans as well as to determine their interactions. Significant associations were observed between rs1049636 (FGG gene), with total fibrinogen levels and between rs2070011 (FGA promoter area) and fibrinogen γ' levels. Significant associations were observed between single nucleotide polymorphisms (SNPs) in the FGA (rs2070011), FGB (rs1800787) and FGG (rs1049636) genes and fibre size. Significant interactions were found between total and/or γ' fibrinogen levels and SNPs in the FGA (rs2070011), FGB (rs2227385, rs1800787, rs1800788, rs4220) and F13A1 genes (rs5985) in determining clot properties. The different SNPs influenced the relationships between total and γ' fibrinogen levels with clot properties in opposing directions. Genetic influences may be ethnic-specific and should not only focus on fibrinogen concentration, but also on functionality in determining its role in CVD.


Asunto(s)
Población Negra/genética , Coagulación Sanguínea/genética , Fibrina/metabolismo , Fibrinógeno/genética , Fibrinógeno/metabolismo , Polimorfismo Genético , Adulto , Alelos , Femenino , Frecuencia de los Genes , Interacción Gen-Ambiente , Genotipo , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Estudios Prospectivos
9.
Thromb Res ; 134(5): 963-9, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25213709

RESUMEN

INTRODUCTION: Cardiovascular disease (CVD) risk factors are associated with total fibrinogen concentration and/or altered clot structure. It is however, unclear whether such associations with clot structure are ascribed to fibrinogen concentration or other independent mechanisms. We aimed to determine whether CVD risk factors associated with increased total and/or γ' fibrinogen concentration, were also associated with altered fibrin clot properties and secondly whether such associations were due to the fibrinogen concentration or through independent associations. MATERIALS AND METHODS: In a plasma setting CVD risk factors (including total and γ' fibrinogen concentration) were cross-sectionally analysed in 2010 apparently healthy black South African participants. Kinetics of clot formation (lag time, slope and maximum absorbance) as well as clot lysis times were calculated from turbidity curves. RESULTS: Of the measured CVD risk factors age, metabolic syndrome, C-reactive protein (CRP), high density lipoprotein (HDL)-cholesterol and homocysteine were significantly associated with altered fibrin clot properties after adjustment for total and or γ' fibrinogen concentration. Aging was associated with thicker fibres (p=0.004) while both metabolic syndrome and low HDL-cholesterol levels were associated with lower rates of lateral aggregation (slope), (p=0.0004 and p=0.0009), and the formation of thinner fibres (p=0.007 and p=0.0004). Elevated CRP was associated with increased rates of lateral aggregation (p=0.002) and consequently thicker fibres (p<0.0001). Hyperhomocysteinemia was associated with increased rates of lateral aggregation (p=0.0007) without affecting fibre thickness. CONCLUSION: Final clot structure may contribute to increased CVD risk in vivo through associations with other CVD risk factors independent from total or γ' fibrinogen concentration.


Asunto(s)
Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/etiología , Fibrina/análisis , Fibrinógenos Anormales/análisis , Adulto , Coagulación Sanguínea , Enfermedades Cardiovasculares/metabolismo , Femenino , Fibrina/metabolismo , Tiempo de Lisis del Coágulo de Fibrina , Fibrinólisis , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo
10.
PLoS One ; 8(12): e83151, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24386152

RESUMEN

Data on genetic and environmental factors influencing PAI-1 levels and their consequent effect on clot lysis in black African populations are limited. We identified polymorphisms in the promoter area of the PAI-1 gene and determined their influence on PAI-1act levels and plasma clot lysis time (CLT). We also describe gene-environment interactions and the effect of urbanisation. Data from 2010 apparently healthy urban and rural black participants from the South African arm of the PURE study were cross-sectionally analysed. The 5G allele frequency of the 4G/5G polymorphism was 0.85. PAI-1act increased across genotypes in the urban subgroup (p = 0.009) but not significantly in the rural subgroup, while CLT did not differ across genotypes. Significant interaction terms were found between the 4G/5G polymorphism and BMI, waist circumference and triglycerides in determining PAI-1act, and between the 4G/5G polymorphism and fibrinogen and fibrinogen gamma prime in determining CLT. The C428T and G429A polymorphisms did not show direct relationships with PAI-1act or CLT but they did influence the association of other environmental factors with PAI-1act and CLT. Several of these interactions differed significantly between rural and urban subgroups, particularly in individuals harbouring the mutant alleles. In conclusion, although the 4G/5G polymorphism significantly affected PAI-1act, it contributed less than 1% to the PAI-1act variance. (Central) obesity was the biggest contributor to PAI-1act variance (12.5%). Urbanisation significantly influenced the effect of the 4G/5G polymorphism on PAI-1act as well as gene-environment interactions for the C428T and G429A genotypes in determining PAI-1act and CLT.


Asunto(s)
Población Negra/genética , Tiempo de Lisis del Coágulo de Fibrina , Inhibidor 1 de Activador Plasminogénico/genética , Polimorfismo Genético , Índice de Masa Corporal , Ciudades , Frecuencia de los Genes , Genotipo , Humanos , Regiones Promotoras Genéticas/genética , Población Rural , Sudáfrica , Triglicéridos/sangre , Circunferencia de la Cintura
11.
PLoS One ; 7(11): e48881, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-23145007

RESUMEN

Studies in populations of European descent show longer plasma clot lysis times (CLT) in patients with cardiovascular disease (CVD) than in controls. No data are available on the association between CVD risk factors and fibrinolytic potential in black Africans, a group undergoing rapid urbanisation with increased CVD prevalence. We investigated associations between known CVD risk factors and CLT in black Africans and whether CLTs differ between rural and urban participants in light of differences in CVD risk.Data from 1000 rural and 1000 urban apparently healthy black South Africans (35-60 years) were cross-sectionally analysed.Increased PAI-1(act), BMI, HbA1c, triglycerides, the metabolic syndrome, fibrinogen concentration, CRP, female sex and positive HIV status were associated with increased CLTs, while habitual alcohol consumption associated with decreased CLT. No differences in CLT were found between age and smoking categories, contraceptive use or hyper- and normotensive participants. Urban women had longer CLT than rural women while no differences were observed for men.CLT was associated with many known CVD risk factors in black Africans. Differences were however observed, compared to data from populations of European descent available in the literature, suggesting possible ethnic differences. The effect of urbanisation on CLT is influenced by traditional CVD risk factors and their prevalence in urban and rural communities.


Asunto(s)
Población Negra , Enfermedades Cardiovasculares/etnología , Tiempo de Lisis del Coágulo de Fibrina , Adulto , Consumo de Bebidas Alcohólicas , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Femenino , Infecciones por VIH/complicaciones , Humanos , Masculino , Persona de Mediana Edad , Dinámica Poblacional , Factores de Riesgo , Población Rural , Urbanización
12.
Blood Coagul Fibrinolysis ; 21(8): 736-43, 2010 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-20881480

RESUMEN

We investigated the association between alcohol consumption and plasminogen activator inhibitor-1 activity (PAI-1act) and fibrinogen concentration in a black South African population presenting with lower PAI-1act and higher fibrinogen than what is typically observed in white populations. We, furthermore, wanted to investigate the effect of urbanization, sex, central obesity, increased triglycerides, 4G/5G polymorphism (PAI-1 only) and BMI on the association of alcohol with PAI-1act and fibrinogen. Data from 2010 apparently healthy, randomly collected black South African volunteers from the Prospective Urban and Rural Epidemiological (PURE) study were cross-sectionally analyzed. Alcohol consumption was recorded using quantitative food frequency questionnaires and fasting blood samples were collected for biochemical analysis including PAI-1act and fibrinogen. Heavy alcohol consumption is associated with significantly increased PAI-1act, in the total population as well as in the women separately, and tended to be so in men. This alcohol-related PAI-1act increase was observed in volunteers with increased triglycerides and central obesity but not in volunteers with normal levels and waist circumference. Urbanization, the 4G/5G polymorphism and BMI did not affect the association of alcohol with PAI-1act. Moderate alcohol consumption is associated with decreased fibrinogen concentration. Sex and level of urbanization did not affect the association of alcohol with fibrinogen. Fibrinogen decreased in normal and overweight volunteers but not in obese and centrally obese volunteers following moderate alcohol consumption. Triglyceride levels and waist circumference influence alcohol-related PAI-1act increase potentially through modulating adipocyte and triglyceride-induced PAI-1 production. Obesity prevented alcohol-related fibrinogen decrease possibly by counteracting the anti-inflammatory effect of moderate alcohol consumption.


Asunto(s)
Consumo de Bebidas Alcohólicas/sangre , Inhibidor 1 de Activador Plasminogénico/sangre , Triglicéridos/sangre , Circunferencia de la Cintura , Adulto , Consumo de Bebidas Alcohólicas/epidemiología , Población Negra , Estudios de Cohortes , Femenino , Fibrinógeno/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Obesidad/sangre , Obesidad/epidemiología , Factores de Riesgo , Sudáfrica/epidemiología
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