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1.
BMC Gastroenterol ; 15: 88, 2015 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-26215323

RESUMO

BACKGROUND: Coffee consumption has been associated with reduced risk of developing type 2 diabetes mellitus (T2DM) however, the mechanism for this association has yet to be elucidated. Non-alcoholic fatty liver disease (NAFLD) characterizes and predicts T2DM yet the relationship of coffee with this disorder remains unclear. Our aim was to investigate the associations of coffee with markers of liver injury in 1005 multi-ethnic, non-diabetic adults in the Insulin Resistance Atherosclerosis Study. METHODS: Dietary intake was assessed using a validated 114-item food frequency questionnaire. Alanine aminotransferase (ALT), aspartate aminotransferase (AST) and fetuin-A were determined in fasting blood samples and the validated NAFLD liver fat score was calculated. Multivariate linear regression assessed the contribution of coffee to variation in markers of liver injury. RESULTS: Caffeinated coffee showed significant inverse associations with ALT (ß = -0.08, p = 0.0111), AST (ß = -0.05, p = 0.0155) and NAFLD liver fat score (ß = -0.05, p = 0.0293) but not with fetuin-A (ß = 0.04, p = 0.17). When the highest alcohol consumers were excluded, these associations remained (ALT ß = -0.11, p = 0.0037; AST ß = -0.05, p = 0.0330; NAFLD liver fat score ß = -0.06, p = 0.0298). With additional adjustment for insulin sensitivity, the relationship with ALT remained significant (ALT ß = -0.08, p = 0.0400; AST ß = -0.03, p = 0.20; NAFLD liver fat score ß = -0.03, p = 0.27). There were no significant associations of decaffeinated coffee with liver markers. CONCLUSIONS: These analyses indicate a beneficial impact of caffeinated coffee on liver morphology and/or function, and suggest that this relationship may mediate the well-established inverse association of coffee with risk of T2DM.


Assuntos
Alanina Transaminase/sangue , Aspartato Aminotransferases/sangue , Café , Diabetes Mellitus Tipo 2 , Fígado/patologia , alfa-2-Glicoproteína-HS/metabolismo , Biomarcadores/sangue , Cafeína , Diabetes Mellitus Tipo 2/sangue , Feminino , Humanos , Resistência à Insulina , Modelos Lineares , Testes de Função Hepática , Masculino , Pessoa de Meia-Idade , Hepatopatia Gordurosa não Alcoólica/sangue , Fatores de Proteção , Inquéritos e Questionários
2.
J Dev Orig Health Dis ; 6(2): 65-78, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25631626

RESUMO

In this review, we discuss the potential role of metabolomics to enhance understanding of obesity-related developmental origins of health and disease (DOHaD). We first provide an overview of common techniques and analytical approaches to help interested investigators dive into this relatively novel field. Next, we describe how metabolomics may capture exposures that are notoriously difficult to quantify, and help to further refine phenotypes associated with excess adiposity and related metabolic sequelae over the life course. Together, these data can ultimately help to elucidate mechanisms that underlie fetal metabolic programming. Finally, we review current gaps in knowledge and identify areas where the field of metabolomics is likely to provide insights into mechanisms linked to DOHaD in human populations.


Assuntos
Metabolômica , Obesidade/etiologia , Animais , Humanos , Obesidade/metabolismo
3.
Diabet Med ; 29(11): 1399-406, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22413950

RESUMO

AIMS: Insulin sensitivity and acute insulin response measure key components of Type 2 diabetes aetiology that contribute independently to risk in the Insulin Resistance Atherosclerosis Study. As insulin sensitivity and acute insulin response are not routinely measured in a clinical setting, we evaluated three fasting biomarker models, homeostasis model assessment of insulin sensitivity (HOMA-%S), ß-cell function (HOMA-%B) and a Diabetes Risk Score, as potential surrogates for risk associated with insulin sensitivity, acute insulin response and the interaction of these two measures, the disposition index. METHODS: Models were calculated from baseline plasma biomarker concentrations for 664 participants who underwent a frequently sampled intravenous glucose tolerance test. To assess relationships among biomarker models and test measures, we calculated improvement in risk estimation gained by combining each fasting measure with each frequently sampled intravenous glucose tolerance test measure using logistic regression. RESULTS: The strongest correlates of acute insulin response, insulin sensitivity and disposition index were HOMA-%B (r(s)(2) = 0.23), HOMA-%S (r(s)(2) = 0.48) and Diabetes Risk Score (r(s)(2) = 0.34), respectively. Individual areas under the curves for prediction of diabetes were 0.549 (HOMA-%B), 0.694 (HOMA-%S), 0.700 (insulin sensitivity), 0.714 (acute insulin response), 0.756 (Diabetes Risk Score) and 0.817 (disposition index). Models combining acute insulin response with Diabetes Risk Score (area under the curve 0.798) or HOMA-%S (area under the curve 0.805) nearly equalled disposition index, outperforming other individual measures (P < 0.05). Insulin sensitivity plus Diabetes Risk Score (area under the curve 0.760) was better than insulin sensitivity (P = 0.03), but not better than Diabetes Risk Score alone. HOMA-%S plus insulin sensitivity (area under the curve 0.704) was not significantly better than either alone. CONCLUSIONS: The Diabetes Risk Score and HOMA-%S were excellent surrogates for insulin sensitivity, capturing the predictive power of insulin sensitivity. Diabetes Risk Score captured some of the additional predictive power of acute insulin response, but the HOMA models did not. No fasting model was as predictive as disposition index, but the Diabetes Risk Score was the best surrogate.


Assuntos
Aterosclerose/sangue , Glicemia/metabolismo , Diabetes Mellitus Tipo 2/sangue , Resistência à Insulina , Insulina/sangue , Aterosclerose/etiologia , Aterosclerose/fisiopatologia , Biomarcadores/sangue , Estudos Transversais , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/fisiopatologia , Jejum/sangue , Feminino , Teste de Tolerância a Glucose , Humanos , Insulina/metabolismo , Secreção de Insulina , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Fatores de Risco , Sensibilidade e Especificidade
4.
Artigo em Inglês | MEDLINE | ID: mdl-19307110

RESUMO

Increasing evidence is mounting in support of fatty acid metabolism playing a role in neurodevelopmental disorders such as autism. In order to definitely determine whether fatty acid concentrations were associated with autism, we quantitatively measured 30 fatty acids from seven lipid classes in plasma from a large subset of subjects enrolled in the Childhood Autism Risk from Genetics and the Environment (CHARGE) study. The CHARGE study is a large, population-based case-control study on children aged 2-5 born in California. Our subset consisted of 153 children with autism and 97 developmentally normal controls. Results showed that docosahexaenoic acid (DHA, 22:6n-3) was significantly decreased in phosphatidylethanolamine. Dimethyl acetals were significantly decreased in phosphatidylethanolamine and phosphatidylcholine as well. These results are consistent with the only other study to measure dimethyl acetals in children with autism, and suggest that the function of peroxisomes and the enzymes of the peroxisome involved with fatty acid metabolism may be affected in autism.


Assuntos
Acetais/sangue , Transtorno Autístico/sangue , Ácidos Docosa-Hexaenoicos/sangue , Fosfatidilcolinas/sangue , Fosfatidiletanolaminas/sangue , Estudos de Casos e Controles , Pré-Escolar , Feminino , Humanos , Masculino , Peroxissomos/fisiologia
5.
Poult Sci ; 86(7): 1510-22, 2007 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17575202

RESUMO

Metabolomics is an appealing new approach in systems biology aimed at enabling an improved understanding of the dynamic biochemical composition of living systems. Biological systems are remarkably complex. Importantly, metabolites are the end products of cellular regulatory processes, and their concentrations reflect the ultimate response of a biological system to genetic or environmental changes. In this article, we describe the components of lipid metabolomics and then use them to investigate the metabolic basis for increased abdominal adiposity in 2 strains of divergently selected chickens. Lipid metabolomics were chosen due to the availability of well-developed analytical platforms and the pervasive physiological importance of lipids in metabolism. The analysis suggests that metabolic shifts that result in increased abdominal adiposity are not universal and vary with genetic background. Metabolomics can be used to reverse engineer selection programs through superior metabolic descriptions that can then be associated with specific gene networks and transcriptional profiles.


Assuntos
Galinhas/genética , Galinhas/metabolismo , Genômica , Animais , Peso Corporal , Feminino , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Metabolismo dos Lipídeos/genética , Masculino , Seleção Genética , Biologia de Sistemas
6.
Artigo em Inglês | MEDLINE | ID: mdl-14991909

RESUMO

2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) is known to alter carbohydrate utilization and specific steps in lipid metabolism. TCDD interacts with estradiol in mobilizing specific fatty acids in chickens that may be a cause of cranial/beak malformations in this species. This study was designed to test the hypothesis that TCDD simultaneously alters critical fatty acid mobilization during early pregnancy and determine if those changes correlate to morphological defects of the developing neural tube in the nonhuman primate. Cynomolgus macaques were treated with a single dose of 4 microg/kg body weight (BW) TCDD on gestational day 15 or 20. Pregnancies were terminated by hysterectomy on gestational day 24-26 and embryos were examined to determine morphology of the developing neural tube. Maternal blood samples were used for fatty acid quantification. Embryos exhibited cellular changes, mainly increased cell death, and intercellular spaces in the neural tube, suggestive of an adverse effect on the developing nervous system. Significant decreases on fatty acid composition were found on some of the eight classes of lipids analyzed. Particularly, a decrease was observed in the n-3 (40-60%) and n-6 (47-75%) essential fatty acids in treated pregnancies compared to untreated controls. These data demonstrate the effect of TCDD in decreasing maternal levels of n-3 and n-6 fatty acids that are considered necessary for normal development in mammals. Since neural tube development is dependent, in part, on n-3 and n-6 fatty acids, it is possible that the limitation of these essential fatty acids in plasma resulted in the observed detrimental effects on early brain development.


Assuntos
Ácidos Graxos/metabolismo , Defeitos do Tubo Neural/induzido quimicamente , Dibenzodioxinas Policloradas/toxicidade , Animais , Encéfalo/patologia , Embrião de Mamíferos/efeitos dos fármacos , Embrião de Mamíferos/patologia , Ácidos Graxos/análise , Feminino , Mobilização Lipídica/efeitos dos fármacos , Lipídeos/sangue , Lipídeos/química , Macaca fascicularis , Defeitos do Tubo Neural/patologia , Dibenzodioxinas Policloradas/farmacologia , Gravidez
8.
Am J Clin Nutr ; 74(3): 283-6, 2001 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-11522549

RESUMO

Genomics and bioinformatics have the vast potential to identify genes that cause disease by investigating whole-genome databases. Comparison of an individual's geno-type with a genomic database will allow the prescription of drugs to be tailored to an individual's genotype. This same bioinformatic approach, applied to the study of human metabolites, has the potential to identify and validate targets to improve personalized nutritional health and thus serve to define the added value for the next generation of foods and crops. Advances in high-throughput analytic chemistry and computing technologies make the creation of a vast database of metabolites possible for several subsets of metabolites, including lipids and organic acids. In creating integrative databases of metabolites for bioinformatic investigation, the current concept of measuring single biomarkers must be expanded to 3 dimensions to 1) include a highly comprehensive set of metabolite measurements (a profile) by multiparallel analyses, 2) measure the metabolic profile of individuals over time rather than simply in the fasted state, and 3) integrate these metabolic profiles with genomic, expression, and proteomic databases. Application of the knowledge of individual metabolism will revolutionize the ability of nutrition to deliver health benefits through food in the same way that knowledge of genomics will revolutionize individual treatment of dis-ease with pharmaceuticals.


Assuntos
Produtos Agrícolas/normas , Dieta/normas , Metabolismo Energético/genética , Alimentos/normas , Fenômenos Fisiológicos da Nutrição/fisiologia , Biomarcadores/análise , Bases de Dados Factuais , Engenharia Genética , Genética Médica , Genoma Humano , Humanos , Fenótipo
9.
Lipids ; 36(3): 247-54, 2001 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-11337979

RESUMO

Diet and fatty acid metabolism interact in yet unknown ways to modulate membrane fatty acid composition and certain cellular functions. For example, dietary precursors or metabolic products of n-3 fatty acid metabolism differ in their ability to modify specific membrane components. In the present study, the effect of dietary 22:6n-3 or its metabolic precursor, 18:3n-3, on the selective accumulation of 22:6n-3 by heart was investigated. The mass and fatty acid compositions of individual phospholipids (PL) in heart and liver were quantified in mice fed either 22:6n-3 (from crocodile oil) or 18:3n-3 (from soybean oil) for 13 wk. This study was conducted to determine if the selective accumulation of 22:6n-3 in heart was due to the incorporation of 22:6n-3 into cardiolipin (CL), a PL most prevalent in heart and known to accumulate 22:6n-3. Although heart was significantly enriched with 22:6n-3 relative to liver, the accumulation of 22:6n-3 by CL in heart could not quantitatively account for this difference. CL from heart did accumulate 22:6n-3, but only in mice fed preformed 22:6n-3. Diets rich in non-22:6n-3 fatty acids result in a fatty acid composition of phosphatidylcholine (PC) in heart that is unusually enriched with 22:6n-3. In this study, the mass of PC in heart was positively correlated with the enrichment of 22:6n-3 into PC. The increased mass of PC was coincident with a decrease in the mass of phosphatidylethanolamine, suggesting that 22:6n-3 induced PC synthesis by increasing phosphatidylethanolamine-N-methyltransferase activity in the heart.


Assuntos
Gorduras Insaturadas na Dieta/farmacologia , Ácidos Docosa-Hexaenoicos/farmacologia , Miocárdio/metabolismo , Fosfolipídeos/metabolismo , Ácido alfa-Linolênico/farmacologia , Jacarés e Crocodilos , Animais , Cardiolipinas/metabolismo , Ácidos Graxos/análise , Lipídeos/análise , Fígado/química , Fígado/metabolismo , Camundongos , Miocárdio/química , Fosfatidilcolinas/análise , Fosfatidiletanolaminas/análise , Fosfolipídeos/análise , Óleo de Soja/farmacologia
10.
J Nutr Biochem ; 12(5): 310-315, 2001 May.
Artigo em Inglês | MEDLINE | ID: mdl-11382550

RESUMO

The sulfoglycolipid sulfoquinovosyldiacylglycerol is present in the membranes of photosynthetic organisms. This sulfolipid reportedly has pharmaceutical potential as an antiviral and antitumor agent, although no studies have examined these properties of the sulfolipids that are consumed in plant foods. This study examined the biological effects of sulfoquinovosyldiacylglycerol on the human gastric cancer cell line SNU-1. SNU-1 cells were grown in the absence and of presence of 1 &mgr;M, 100 &mgr;M or 1 mM sulfoquinovosyldiacylglycerol for up to 72 hours. Cell proliferation and viability were determined. The cells were analyzed for nuclear morphological changes by fluorescence microscopy and for DNAase-mediated DNA cleavage by flow cytometry and TUNEL detection. As indicated by cell number, the proliferation of SNU-1 cells by 72 hours of culture in the presence of 100 &mgr;M and 1 mM SQDG was inhibited 24 and 100%, respectively, as compared with the number of SNU-1 cells cultured in the absence of SQDG. Inhibition of cell proliferation by 100 &mgr;M sulfoquinovosyldiacylglycerol was in part associated with apoptotic cell death, as shown by changes in nuclear morphology and DNA fragmentation, whereas incubation of cells with 1 mM sulfoquinovosyldiacylglycerol caused necrotic cell death. Treatment of SNU-1 cells with sulfoquinovosyldiacylglycerol did not result in cell cycle arrest. The antiproliferative and apoptotic effects of sulfoquinovosyldiacylglycerol on SNU-1 gastric cancer cells revealed in this study suggest that this common dietary sulfolipid has intriguing potential as a chemopreventive or chemotherapeutic agent.

11.
Isr Med Assoc J ; 2(9): 722-4, 2000 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-11062783

RESUMO

The power and accuracy of predictive diagnostics stand to improve dramatically as a result of lipid metanomics. The high definition of data obtained with this approach allows multiple rather than single metabolites to be used in markers for a group. Since as many as 40 fatty acids are quantified from each lipid class, and up to 15 lipid classes can be quantified easily, more than 600 individual lipid metabolites can be measured routinely for each sample. Because these analyses are comprehensive, only the most appropriate and unique metabolites are selected for their predictive value. Thus, comprehensive lipid analysis promises to greatly improve predictive diagnostics for phenotypes that directly or peripherally involve lipids. A broader and possibly more exciting aspect of this technology is the generation of metabolic profiles that are not simply markers for disease, but metabolic maps that can be used to identify specific genes or activities that cause or influence the disease state. Metanomics is, in essence, functional genomics from metabolite analysis. By defining the metabolic basis for phenotype, researchers and clinicians will have an extraordinary opportunity to understand and treat disease. Much in the same way that gene chips allow researchers to observe the complex expression response to a stimulus, metanomics will enable researchers to observe the complex metabolic interplay responsible for defining phenotype. By extending this approach beyond the observation of individual dysregulations, medicine will begin to profile not single diseases, but health. As health is the proper balance of all vital metabolic pathways, comprehensive or metanomic analysis lends itself very well to identifying the metabolite distributions necessary for optimum health. Comprehensive and quantitative analysis of lipids would provide this degree of diagnostic power to researchers and clinicians interested in mining metabolic profiles for biological meaning.


Assuntos
Biomarcadores/análise , Bases de Dados como Assunto , Lipídeos/análise , Fenótipo , Genética Médica , Humanos , Probabilidade
15.
J Dairy Res ; 66(4): 559-67, 1999 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-10612054

RESUMO

The anti-colon cancer effect of dietary fibre results in part from its fermentation into the short-chain fatty acid butyric acid (BA) by intestinal microflora. BA has potent anti-colon cancer properties owing to its ability to induce apoptosis in colon cancer cells. The colon is not the only location where BA may reach high concentrations, because dietary BA is rapidly absorbed and transported to the liver. We have investigated whether BA could induce apoptosis in transformed human liver (Hep G2) cells. Hep G2 cells treated with BA displayed acetylated histones, increased DNA fragmentation and morphological features consistent with apoptosis. These biochemical features of BA-treated liver cells are identical to those of BA-treated colon cells. In addition, we investigated whether BA present in tributyrin, a triacylglycerol more compatible for inclusion into colloidal lipid structures than BA, could also induce apoptosis in Hep G2 cells. Tributyrin induced DNA fragmentation and morphological features characteristic of apoptotic cells in Hep G2 cells. These results are a significant advance towards delivering BA via colloidal lipid particles to cancerous sites in vivo. This study showed that BA and tributyrin are potent apoptotic agents, and we suggest that sources of dietary BA, such as milk fat, may provide anti-liver cancer properties.


Assuntos
Apoptose/efeitos dos fármacos , Ácido Butírico/farmacologia , Neoplasias Hepáticas/patologia , Triglicerídeos/farmacologia , Acetilação , Núcleo Celular/patologia , Fragmentação do DNA/efeitos dos fármacos , Histonas/metabolismo , Humanos , Neoplasias Hepáticas/metabolismo , Microscopia de Fluorescência , Células Tumorais Cultivadas
16.
J Lipid Res ; 39(8): 1583-8, 1998 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-9717717

RESUMO

The objective of this study was to investigate membrane fatty acids for their effects on mitochondrial function in live cells. Mitochondrial potential and oxidant production were measured in human colonic adenocarcinoma (HT-29) cells with membranes enhanced in either oleic acid, linoleic acid, arachidonic acid, eicosapentaenoic acid, or docosahexaenoic acid. Docosahexaenoic acid-enriched cells had increased mitochondrial potential and produced 5-fold more cellular oxidants than did cells enriched with any other fatty acid. Oxidant production in fatty acid-enriched HT-29 cells did not correlate with the degree of unsaturation for total membrane fatty acids. However, there was a strong correlation between the degree of fatty acid unsaturation of cardiolipin, a critical inner-mitochondrial membrane phospholipid, and oxidant production. Cardiolipin acyl composition is known to influence the activity of electron transport complexes, an effect that can increase mitochondrial oxidant production. Docosahexaenoic acid was enriched to 48 mol% of the fatty acids present in HT-29 cell cardiolipin. These results demonstrate the importance of membrane acyl composition to mitochondrial potential and oxidant production in live cells. Additionally, results suggest that docosahexaenoic acid increases cell oxidant production by accumulating in cardiolipin, where its presence alters electron transport efficiency.


Assuntos
Cardiolipinas/metabolismo , Ácidos Docosa-Hexaenoicos/metabolismo , Oxidantes/metabolismo , Cardiolipinas/química , Linhagem Celular , Transporte de Elétrons , Ácidos Graxos/metabolismo , Ácidos Graxos Insaturados/metabolismo , Humanos , Lipídeos de Membrana/química , Lipídeos de Membrana/metabolismo , Potenciais da Membrana , Mitocôndrias/metabolismo , Fosfolipídeos/química , Fosfolipídeos/metabolismo , Espécies Reativas de Oxigênio/metabolismo
17.
Aviat Space Environ Med ; 69(5): 461-7, 1998 May.
Artigo em Inglês | MEDLINE | ID: mdl-9591615

RESUMO

HYPOTHESIS: Arm pain has been noted especially when increased coverage anti-G suits are worn in combination with PBG (pressure breathing during G) in high G centrifuge test runs. Arm pain has forced the termination of test runs and has the potential to cause a serious decrement in a pilot's ability to function effectively during high-G flight. Based on the theory that arm pain is caused by fluid pooling in the arm, four new pressure cover systems for the arm were designed and tested. METHODS: Seven test subjects wore each design in a series of runs in a dynamic flight simulator (DFS). Subjects experienced both gradual and rapid onset rate runs with G levels ranging from +3.0 G to +9.0 G. Data were collected on the maximum G's achieved, pain location, and pain intensity. Subjective responses on the comfort and function of each design and overall arm cover design preferences were also obtained via a questionnaire. RESULTS: Analysis of the DFS data, using a two-factor ANOVA (subjects, designs), revealed that each of the new designs provided significantly better protection from arm pain than the control condition (no protection) and that each of the designs significantly improved the maximum G level attained during rapid onset acceleration in the range of +1 G. CONCLUSION: No positive correlation was found between subject ranking of the four new design concepts at the conclusion of the study in terms of the pain reduction they provided and the pain levels reported during DFS testing.


Assuntos
Gravitação , Trajes Gravitacionais , Dor/prevenção & controle , Adulto , Medicina Aeroespacial/instrumentação , Braço , Desenho de Equipamento , Humanos , Masculino , Militares
18.
J Fla Med Assoc ; 82(3): 193-7, 1995 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-7738523

RESUMO

The prevalence of blood lead values of 10 mcg/dl or higher was estimated in Florida two-year-olds in a population-based random sample survey. Subjects were chosen at random from birth certificates of children born in Florida in mid-1991. Parents were interviewed and children's blood specimens obtained in the summer of 1993. Results are based on 387 subjects. Overall prevalence of elevated blood lead was 3.2% (95% confidence limits 2.2, 4.0), with nine children in the range of 10 to 14 mcg/dl and four of 15 or over. In certain subgroups, prevalence was higher: nonwhite 9.4% (2.9, 15.9); mother not married 8.3% (3.1, 13.5); mother on Medicaid 6.7% (2.5, 10.8); housing built in 1978 or before 7.1% (2.3, 11.8); yard dirt or dirt plus grass 10.8% (4.6, 16.9). In Florida, prevalence is much lower than in the nation as a whole. A screening strategy that concentrates on screening Medicaid-eligible children and those living in homes built before 1978 would appear to be quite efficient and may uncover a prevalence of 7.0% or more.


Assuntos
Chumbo/sangue , Adulto , Pré-Escolar , Escolaridade , Feminino , Florida/epidemiologia , Hispânico ou Latino , Habitação , Humanos , Estado Civil , Programas de Rastreamento , Idade Materna , Medicaid , Vigilância da População , Prevalência , Fatores de Risco , Solo , Estados Unidos
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