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1.
Health Expect ; 25(4): 1486-1497, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35383400

RESUMEN

BACKGROUND: Inflammatory bowel diseases (IBDs) are chronic gastrointestinal diseases that negatively affect the enjoyment of food and engagement in social and cultural gatherings. Such experiences may promote psychosocial challenges, an aspect of IBD often overlooked and under-supported in clinical settings and research. OBJECTIVES: This study explored the psychosocial experiences that young adults with IBD have with food via a qualitative patient-led research process. METHODS: Trained patient researchers conducted this study by engaging peers via semi-structured interviews and focus groups in a three-step co-design process. Participants (n = 9) identified the research topic (SET), explored the topic and identified emerging themes (COLLECT), refined themes and made recommendations for healthcare system change (REFLECT). RESULTS: Themes that emerged included: 'Experimenting with Food', 'Evolution Over Time', 'Diet Changes are Emotional' and 'Role of Stigma'. Participants identified the significance and frustrations of repeated testing and experimenting with food compatibility, and noted nuances in food relationships as they gain knowledge and experience over time. They emphasized the importance of maintaining a sense of hope throughout and wished to impart this to newly diagnosed patients. CONCLUSION: Participants experience numerous psychosocial challenges as they strive to manage their diet, noting gaps in support available from IBD practitioners. Participants made practical recommendations for healthcare system change to improve patient outcomes, highlighting the importance of sharing stories and collaboratively including patients in the development of new services and protocols. Authors recommend further research in this area to build a body of knowledge and support that helps IBD patients maintain hope while navigating challenges with food. PATIENT OR PUBLIC CONTRIBUTION: The first four authors on this paper were the lead researchers in this study's design and analysis and identify as patients; they conducted the research with this identity at the forefront following a peer-to-peer research model. These authors were mentored by patient researchers who also contributed to the manuscript, and the research process itself was co-lead and directed by other patient participants and consultants. Results and recommendations coming from this paper came directly from patient participants.


Asunto(s)
Enfermedades Inflamatorias del Intestino , Enfermedad Crónica , Atención a la Salud , Humanos , Enfermedades Inflamatorias del Intestino/psicología , Grupo Paritario , Investigación Cualitativa , Adulto Joven
2.
Inflamm Bowel Dis ; 2024 Mar 27.
Artículo en Inglés | MEDLINE | ID: mdl-38537257

RESUMEN

BACKGROUND: We aimed to establish a cohort of persons with Crohn's disease (CD) enrolled from 14 Canadian centers to describe the contemporary presentation of CD in Canada. METHODS: All enrollees were at least 18 years old and underwent chart review for phenotype documentation by Montreal Classification at time of enrollment, comorbidities, inflammatory bowel disease (IBD) and other surgeries, and use IBD and other therapies. RESULTS: Of 2112 adults, 59% were female, and the mean age was 44.1 (+/-14.9SD) years. The phenotype distribution was B1 = 50.4%, B2 = 22.4%, B3 = 17.3%, and missing information = 9.9%. Perineal disease was present in 14.2%. Pertaining to disease location, 35.2% of patients had disease in L1, 16.8% in L2, 48% in L3, and 0.4% in L4. There was no difference in phenotype by gender, anxiety score, depression score. Disease duration was significantly different depending on disease behavior type (B1 = 12.2 ±â€…10.1; B2 = 19.4 ±â€…12.9; B3 = 18.9 ±â€…11.8, P < .0001). Isolated colonic disease was much less likely to be fibrostenotic or penetrating than inflammatory disease. Penetrating disease was more likely to be associated with ileocolonic location than other locations. Perineal disease was most commonly seen in persons with B3 disease behavior (24%) than other behaviors (11% B1; 20% B2 disease, P < .0001) and more likely to be seen in ileocolonic disease (L3;19%) vs L2 (17%) and L1 (11%; P < .0001). Surgery related to IBD occurred across each behavior types at the following rates: B1 = 23%, B2 = 64%, and B3 = 74%. Inflammatory bowel disease-related surgery rates by location of disease were L1 = 48%, L2 = 21%, and L3 = 51%. CONCLUSIONS: In exploring this large contemporary CD cohort we have determined that inflammatory disease is the main CD phenotype in Canada and that CD-related surgery remains very common.

3.
Influenza Other Respir Viruses ; 18(5): e13307, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38798072

RESUMEN

BACKGROUND: Seroepidemiological studies provide estimates of population-level immunity, prevalence/incidence of infections, and evaluation of vaccination programs. We assessed the seroprevalence of protective antibodies against influenza and evaluated the correlation of seroprevalence with the cumulative annual influenza incidence rate. METHODS: We conducted an annual repeated cross-sectional seroepidemiological survey, during June-August, from 2014 to 2019, in Portugal. A total of 4326 sera from all age groups, sex, and regions was tested by hemagglutination inhibition assay. Seroprevalence and geometric mean titers (GMT) of protective antibodies against influenza were assessed by age group, sex, and vaccine status (65+ years old). The association between summer annual seroprevalence and the difference of influenza incidence rates between one season and the previous one was measured by Pearson correlation coefficient (r). RESULTS: Significant differences in seroprevalence of protective antibodies against influenza were observed in the population. Higher seroprevalence and GMT for A(H1N1)pdm09 and A(H3N2) were observed in children (5-14); influenza B seroprevalence in adults 65+ was 1.6-4.4 times than in children (0-4). Vaccinated participants (65+) showed significant higher seroprevalence/GMT for influenza. A strong negative and significant correlation was found between seroprevalence and ILI incidence rate for A(H1N1)pdm09 in children between 5 and 14 (r = -0.84; 95% CI, -0.98 to -0.07); a weak negative correlation was observed for A(H3N2) and B/Yamagata (r ≤ -0.1). CONCLUSIONS: The study provides new insight into the anti-influenza antibodies seroprevalence measured in summer on the ILI incidence rate in the next season and the need for adjusted preventive health care measures to prevent influenza infection and transmission.


Asunto(s)
Anticuerpos Antivirales , Gripe Humana , Humanos , Estudios Seroepidemiológicos , Estudios Transversales , Gripe Humana/epidemiología , Gripe Humana/prevención & control , Gripe Humana/inmunología , Femenino , Masculino , Adulto , Incidencia , Anticuerpos Antivirales/sangre , Preescolar , Niño , Persona de Mediana Edad , Adolescente , Adulto Joven , Anciano , Portugal/epidemiología , Lactante , Vacunas contra la Influenza/inmunología , Vacunas contra la Influenza/administración & dosificación , Subtipo H1N1 del Virus de la Influenza A/inmunología , Subtipo H3N2 del Virus de la Influenza A/inmunología , Pruebas de Inhibición de Hemaglutinación , Virus de la Influenza B/inmunología , Estaciones del Año , Recién Nacido , Anciano de 80 o más Años
4.
Can J Gastroenterol ; 26(11): 811-7, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23166905

RESUMEN

BACKGROUND: Inflammatory bowel diseases (IBD) - Crohn's disease (CD) and ulcerative colitis (UC) - significantly impact quality of life and account for substantial costs to the health care system and society. OBJECTIVE: To conduct a comprehensive review and summary of the burden of IBD that encompasses the epidemiology, direct medical costs, indirect costs and humanistic impact of these diseases in Canada. METHODS: A literature search focused on Canadian data sources. Analyses were applied to the current 2012 Canadian population. RESULTS: There are approximately 233,000 Canadians living with IBD in 2012 (129,000 individuals with CD and 104,000 with UC), corresponding to a prevalence of 0.67%. Approximately 10,200 incident cases occur annually. IBD can be diagnosed at any age, with typical onset occurring in the second or third decade of life. There are approximately 5900 Canadian children <18 years of age with IBD. The economic costs of IBD are estimated to be $2.8 billion in 2012 (almost $12,000 per IBD patient). Direct medical costs exceed $1.2 billion per annum and are driven by cost of medications ($521 million), hospitalizations ($395 million) and physician visits ($132 million). Indirect costs (society and patient costs) total $1.6 billion and are dominated by long-term work losses of $979 million. Compared with the general population, the quality of life patients experience is low across all dimensions of health. CONCLUSIONS: The present review documents a high burden of illness from IBD due to its high prevalence in Canada combined with high per-patient costs. Canada has among the highest prevalence and incidence rates of IBD in the world. Individuals with IBD face challenges in the current environment including lack of awareness of IBD as a chronic disease, late or inappropriate diagnosis, inequitable access to health care services and expensive medications, diminished employment prospects and limited community-based support.


Asunto(s)
Costo de Enfermedad , Enfermedades Inflamatorias del Intestino/economía , Enfermedades Inflamatorias del Intestino/epidemiología , Adulto , Canadá/epidemiología , Niño , Femenino , Humanos , Enfermedades Inflamatorias del Intestino/terapia , Masculino
5.
BMJ Open ; 10(10): e041733, 2020 10 21.
Artículo en Inglés | MEDLINE | ID: mdl-33087380

RESUMEN

INTRODUCTION: Gut microbiome and diet may be important in irritable bowel syndrome (IBS), inflammatory bowel disease (IBD) and comorbid psychiatric conditions, but the mechanisms are unclear. We will create a large cohort of patients with IBS, IBD and healthy controls, and follow them over time, collecting dietary and mental health information and biological samples, to assess their gastrointestinal (GI) and psychological symptoms in association with their diet, gut microbiome and metabolome. METHODS AND ANALYSIS: This 5-year observational prospective cohort study is recruiting 8000 participants from 15 Canadian centres. Persons with IBS who are 13 years of age and older or IBD ≥5 years will be recruited. Healthy controls will be recruited from the general public and from friends or relatives of those with IBD or IBS who do not have GI symptoms. Participants answer surveys and provide blood, urine and stool samples annually. Surveys assess disease activity, quality of life, physical pain, lifestyle factors, psychological status and diet. The main outcomes evaluated will be the association between the diet, inflammatory, genetic, microbiome and metabolomic profiles in those with IBD and IBS compared with healthy controls using multivariate logistic regression. We will also compare these profiles in those with active versus quiescent disease and those with and without psychological comorbidity. ETHICS AND DISSEMINATION: Approval has been obtained from the institutional review boards of all centres taking part in the study. We will develop evidence-based knowledge translation initiatives for patients, clinicians and policymakers to disseminate results to relevant stakeholders.Trial registration number: NCT03131414.


Asunto(s)
Microbioma Gastrointestinal , Enfermedades Inflamatorias del Intestino , Síndrome del Colon Irritable , Adolescente , Adulto , Canadá , Estudios de Cohortes , Humanos , Enfermedades Inflamatorias del Intestino/epidemiología , Enfermedades Inflamatorias del Intestino/microbiología , Síndrome del Colon Irritable/epidemiología , Síndrome del Colon Irritable/microbiología , Estudios Observacionales como Asunto , Estudios Prospectivos , Calidad de Vida , Adulto Joven
6.
J Can Assoc Gastroenterol ; 2(1): 30-36, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31294725

RESUMEN

BACKGROUND AND AIM: The value of a multidisciplinary group and patient engagement in guideline groups is uncertain. We compared the recommendations of two guidelines that used the same data during the same time frame but with different participants to obtain a "real world" perspective on influence of the composition of guideline groups. METHODS: The Canadian Association of Gastroenterology (CAG) and the American College of Gastroenterology (ACG) recently updated their clinical practice guidelines for the management of Irritable Bowel Syndrome (IBS). Both the CAG and ACG used the same methodology and methodologist and were presented with the same data for interpretation. The ACG group consisted of predominantly academic gastroenterologists, while the CAG group also included general practitioners, a psychiatrist, a psychologist and a patient representative. The CAG group were also asked what components of the group were valuable. RESULTS: There were 14 statements with the same or similar recommendations. There were 10 statements in the CAG guideline not addressed by the ACG guideline and five recommendations where the opposite was the case. There was one statement that the two groups both addressed, but each group came to different conclusions. CAG members were in 100% agreement that involving a patient and having a multidisciplinary team was valuable and may have played a role in these differing interpretations of the same data in an IBS guideline. CONCLUSIONS: There has been little uptake of patient involvement and multidisciplinary teams in guideline groups. However, this study provides a unique example of added benefit through broader group representation.

7.
Inflamm Bowel Dis ; 23(6): 858-865, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-28509817

RESUMEN

BACKGROUND AND AIMS: The prevalence and incidence of inflammatory bowel disease (IBD) in North America is among the highest in the world and imparts substantial direct and indirect medical costs. The Choosing Wisely Campaign was launched in wide variety of medical specialties and disciplines to reduce unnecessary or harmful tests or treatment interventions. METHODS: The Choosing Wisely list for IBD was developed by the Canadian IBD Network for Research and Growth in Quality Improvement (CINERGI) in collaboration with Crohn's and Colitis Canada (CCC) and the Canadian Association of Gastroenterology (CAG). Using a modified Delphi process, 5 recommendations were selected from an initial list of 30 statements at a face-to-face consensus meeting. RESULTS: The 5 things physicians and patients should question: (1) Don't use steroids (e.g., prednisone) for maintenance therapy in IBD; (2) Don't use opioids long-term to manage abdominal pain in inflammatory bowel disease (IBD); (3) Don't unnecessarily prolong the course of intravenous corticosteroids in patients with acute severe ulcerative colitis (UC) in the absence of clinical response; (4) Don't initiate or escalate long-term medical therapies for the treatment of IBD based only on symptoms; and (5) Don't use abdominal computed tomography (CT) scan to assess IBD in the acute setting unless there is suspicion of a complication (obstruction, perforation, abscess) or a non-IBD etiology for abdominal symptoms. CONCLUSIONS: The Choosing Wisely recommendations will foster patient-physician discussions to optimize IBD therapy, reduce adverse effects from testing and treatment, and reduce medical expenditure.


Asunto(s)
Manejo de la Enfermedad , Enfermedades Inflamatorias del Intestino/diagnóstico , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Guías de Práctica Clínica como Asunto , Procedimientos Innecesarios/normas , Adulto , Analgésicos Opioides/uso terapéutico , Canadá , Técnica Delphi , Humanos , Relaciones Médico-Paciente , Mejoramiento de la Calidad , Sociedades Médicas , Esteroides/uso terapéutico , Tomografía Computarizada por Rayos X
8.
Vaccine ; 35(16): 2092-2099, 2017 04 11.
Artículo en Inglés | MEDLINE | ID: mdl-28318771

RESUMEN

INTRODUCTION: Immune profile for influenza viruses is highly changeable over time. Serological studies can assess the prevalence of influenza, estimate the risk of infection, highlight asymptomatic infection rate and can also provide data on vaccine coverage. The aims of the study were to evaluate pre-existing cross-protection against influenza A(H3) drift viruses and to assess influenza immunity in the Portuguese population. MATERIALS AND METHODS: We developed a cross-sectional study based on a convenience sample of 626 sera collected during June 2014, covering all age groups, both gender and all administrative health regions of Portugal. Sera antibody titers for seasonal and new A(H3) drift influenza virus were evaluated by hemagglutination inhibition assay (HI). Seroprevalence to each seasonal influenza vaccine strain virus and to the new A(H3) drift circulating strain was estimated by age group, gender and region and compared with seasonal influenza-like illness (ILI) incidence rates before and after the study period. RESULTS: Our findings suggest that seroprevalences of influenza A(H3) (39.9%; 95% CI: 36.2-43.8) and A(H1)pdm09 (29.7%; 95% CI: 26.3-33.4) antibodies were higher than for influenza B, in line with high ILI incidence rates for A(H3) followed by A(H1)pdm09, during 2013/2014 season. Low pre-existing cross-protection against new A(H3) drift viruses were observed in A(H3) seropositive individuals (46%). Both against influenza A(H1)pdm09 and A(H3) seroprotection was highest in younger than 14-years old. Protective antibodies against influenza B were highest in those older than 65years old, especially for B/Yamagata lineage, 33.3% (95% CI: 25.7-41.9). Women showed a high seroprevalence to influenza, although without statistical significance, when compared to men. A significant decreasing trend in seroprotection from north to south regions of Portugal mainland was observed. CONCLUSIONS: Our results emphasize that low seroprotection increases the risk of influenza infection in the following winter season. Seroepidemiological studies can inform policy makers on the need for vaccination and additional preventive measures.


Asunto(s)
Anticuerpos Antivirales/sangre , Protección Cruzada , Virus de la Influenza A/inmunología , Gripe Humana/inmunología , Gripe Humana/virología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Estudios Transversales , Femenino , Pruebas de Inhibición de Hemaglutinación , Humanos , Incidencia , Lactante , Recién Nacido , Gripe Humana/epidemiología , Masculino , Persona de Mediana Edad , Portugal/epidemiología , Estudios Seroepidemiológicos , Adulto Joven
9.
Can J Gastroenterol Hepatol ; 2016: 9430942, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27446878

RESUMEN

Canada has one of the highest rates of inflammatory bowel disease (IBD) and the disease represents a significant health, social, and economic burden. There is currently no cure for IBD, although earlier diagnosis and new therapies have improved the overall health outcomes and quality of life for patients. Crohn's and Colitis Canada is Canada's only national, volunteer-based charity dedicated to finding cures for IBD and improving the lives of those affected, through research, education, patient programs, advocacy, and increased awareness. On April 30, 2015, Crohn's and Colitis Canada hosted the "Patient and Healthcare Professional Summit on the Burden of Disease in IBD" to obtain a deeper understanding of the unmet needs of IBD patients and their caregivers. Through personal vignettes, patients articulated a pressing need to increase understanding of the challenges faced by people suffering from IBD among both health care professionals and the general public, develop best practices for navigating life transitions and addressing the unique challenges faced by children with IBD, and provide equitable access to appropriate, effective, and affordable treatments. The recommendations that emerged from the summit will inform about efforts to increase public awareness, inform about advocacy strategies, and contribute to the development of research priorities.


Asunto(s)
Costo de Enfermedad , Personal de Salud/psicología , Necesidades y Demandas de Servicios de Salud , Enfermedades Inflamatorias del Intestino/psicología , Calidad de Vida , Adulto , Canadá , Niño , Enfermedad Crónica , Congresos como Asunto , Humanos , Sociedades Médicas
10.
Can J Gastroenterol Hepatol ; 29(6): 294-6, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26000730

RESUMEN

A series of clinical practice guidelines were recently developed by the Canadian Association of Gastroenterology (CAG) to provide clinicians with recommendations for the medical management of nonhospitalized ulcerative colitis (UC) patients. These guidelines were developed, reviewed and agreed on by expert clinicians and methodologists. Following the finalization of the guidelines, a group of patients with UC as well as several inflammatory bowel disease clinicians, were brought together for a half-day workshop to provide feedback from the patient perspective. At the workshop, the guideline development process was described and the guidelines were reviewed to ensure comprehension. Patients then had the opportunity to provide their insight to the relevance of the guideline development process and the content of the guidelines as it related to their personal experiences with UC. The patient group believed that, although the new guidelines will be a tremendous resource for the health care provider community, a more 'lay-friendly' version would better facilitate dialogue between patients and their health care practitioners. The importance of the patient/physician relationship is paramount when making decisions regarding treatment plans, in which patient preferences play a key role in determining the most appropriate therapy and dosing regimen, which, in turn, impact the likelihood of adherence to the treatment plan. It was also believed that quality of life issues were not fully addressed in the guidelines. Much could be learned from shared experiences and coping strategies that would empower patients to take charge of their health and become equal partners with their care providers.


Asunto(s)
Colitis Ulcerosa/psicología , Prioridad del Paciente/psicología , Relaciones Médico-Paciente , Guías de Práctica Clínica como Asunto , Adaptación Psicológica , Canadá , Colitis Ulcerosa/terapia , Toma de Decisiones , Humanos , Participación del Paciente , Calidad de Vida
13.
Can J Gastroenterol Hepatol ; 29(2): 77-84, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25803017

RESUMEN

BACKGROUND: Despite improvements in therapies for inflammatory bowel diseases (IBDs), patient quality of life continues to be significantly impacted. OBJECTIVE: To assess the impact of IBD on patients and families with regard to leisure, relationships, mental well-being and financial security, and to evaluate the quality and availability of IBD information. METHODS: An online survey was advertised on the Crohn's and Colitis Canada website, and at gastroenterology clinics at the University of Alberta Hospital (Edmonton, Alberta) and University of Calgary Hospital (Calgary, Alberta). RESULTS: The survey was completed by 281 IBD patients and 32 family members. Among respondents with IBD, 64% reported a significant or major impact on leisure activities, 52% a significant or major impact on interpersonal relationships, 40% a significant or major impact on financial security, and 28% a significant or major impact on planning to start a family. Patient information needs emphasized understanding disease progression (84%) and extraintestinal symptoms (82%). There was a strong interest in support systems such as health care insurance (70%) and alternative therapies (66%). The most common source of information for patients was their gastroenterologist (70%); however, most (70%) patients preferred to obtain their information from the Crohn's and Colitis Canada website. CONCLUSIONS: The impact of IBD on interpersonal relationships and leisure activities was significant among IBD patients and their families. Understanding the disease, but also alternative treatment options, was of high interest. Currently, there is a discrepancy between interest in information topics and their availability. Respondents reported a strong desire to obtain information regarding disease progression, especially extraintestinal symptoms.


Asunto(s)
Costo de Enfermedad , Enfermedades Inflamatorias del Intestino/psicología , Adolescente , Adulto , Edad de Inicio , Anciano , Canadá , Niño , Preescolar , Información de Salud al Consumidor/estadística & datos numéricos , Femenino , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Humanos , Lactante , Recién Nacido , Enfermedades Inflamatorias del Intestino/economía , Internet , Relaciones Interpersonales , Actividades Recreativas/psicología , Masculino , Persona de Mediana Edad , Calidad de Vida , Encuestas y Cuestionarios , Adulto Joven
14.
Public Health Genomics ; 18(3): 139-50, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25766488

RESUMEN

BACKGROUND: The genetic inter-individual variability of drug response can lead to therapeutic failure or adverse drug reactions (ADRs). The aims of this study were to assess the pharmacogenetic profile of a South Portuguese population according to established dosing guidelines for commonly prescribed drugs and to compare it with that of previously genotyped populations. METHODS: A cross-sectional study was developed in the context of the Portuguese Component of the European Health Examination Survey (EHES). A total of 47 pharmacogenetically relevant variants in 23 different genes were genotyped in 208 participants. Allelic and genotypic frequencies were calculated, and the pharmacogenetic profile of the participants was defined. A comparative analysis was conducted through electronic database search. Pairwise Fst calculations were performed to assess the genetic distance between populations. RESULTS: We found a significant small differentiation between the Portuguese regional populations regarding CYP2C9 rs1057910, CYP2D6 rs3892097, MTHFR rs1801133 and F5 rs6025. When consid-ering 4 HapMap populations, ADH1B rs2066702, ADH1B rs1229984, NAT2 rs1799931 and VKORC1 rs9923231 displayed a significant population differentiation. We found that 18.9% of the participants are intermediate or poor metabolizers for at least 3 drugs simultaneously and that 84.6% of the participants have at least one therapeutic failure or ADR risk allele for the considered drugs. CONCLUSIONS: There is a high prevalence of risk alleles associated with an altered drug metabolism regarding drugs largely used by the South Portuguese population. This knowledge contributes to the prediction of their clinical efficacy and/or toxicity, optimizing therapeutic response while improving cost-effectiveness.


Asunto(s)
Variación Genética/efectos de los fármacos , Farmacogenética , Adulto , Anciano , Estudios Transversales , Femenino , Genética de Población/métodos , Estudio de Asociación del Genoma Completo , Genotipo , Encuestas Epidemiológicas , Humanos , Masculino , Persona de Mediana Edad , Farmacogenética/métodos , Farmacogenética/estadística & datos numéricos , Proyectos Piloto , Portugal , Medicamentos bajo Prescripción/farmacología , Población Blanca
15.
Diabetol Metab Syndr ; 6(1): 23, 2014 Feb 18.
Artículo en Inglés | MEDLINE | ID: mdl-24548628

RESUMEN

BACKGROUND: Metabolic syndrome (MetS) is a cluster of conditions that occur together, increasing the risk of heart disease, stroke and diabetes. Since pathways implicated in different diseases reveal surprising insights into shared genetic bases underlying apparently unrelated traits, we hypothesize that there are common genetic components involved in the clustering of MetS traits. With the aim of identifying these common genetic components, we have performed a genetic association study by integrating MetS traits in a continuous MetS score. METHODS: A cross-sectional study developed in the context of the Portuguese Component of the European Health Examination Survey (EHES) was used. Data was collected through a detailed questionnaire and physical examination. Blood samples were collected and biochemical analyses were performed. Waist circumference, blood pressure, glucose, triglycerides and high density lipoprotein cholesterol (HDL) levels were used to compute a continuous MetS score, obtained by Principal Component Analysis. A total of 37 single nucleotide polymorphisms (SNPs) were genotyped and individually tested for association with the score, adjusting for confounding variables. RESULTS: A total of 206 individuals were studied. Calculated MetS score increased progressively with increasing number of risk factors (P < 0.001). We found a significant association between CYP2C19 rs4244285 and the MetS score not detected using the MetS dichotomic approach. Individuals with the A allelic variant seem to be protected against MetS, displaying a lower MetS score (Mean difference: 0.847; 95%CI: 0.163-1.531; P = 0.015), after adjustment for age, gender, smoking status, excessive alcohol consumption and physical inactivity. An additive genetic effect of GABRA2 rs279871, NPY rs16147 and TPMT rs1142345 in the MetS score variation was also found. CONCLUSIONS: This is the first report of a genetic association study using a continuous MetS score. The significant association found between the CYP2C19 polymorphism and the MetS score but not with the individual associated traits, emphasizes the importance of lipid metabolism in a MetS common etiological pathway and consequently on the clustering of different cardiovascular risk factors. Despite the sample size limitation of our study, this strategy can be useful to find genetic factors involved in the etiology of other disorders that are defined in a dichotomized way.

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