Mexican Clinical Practice Guidelines for Adult Overweight and Obesity Management.

PURPOSE: To develop Mexico's first methodologically rigorous clinical practice guideline for the management of adult overweight and obesity. The target audiences are interdisciplinary healthcare professionals across healthcare systems who are the first point of contact for patients with obesity in Mexico, patients, and health system decision makers. RECENT FINDINGS: A review of recent international obesity clinical practice guidelines and an expert consensus process identified: i) common recommendations appropriate for implementation in Mexico and ii) knowledge gaps requiring the formulation of new recommendations. In all, 20 new recommendations and 20 good practice statements were developed using the GRADE Evidence-to-Decision Framework and expert consensus. Overweight and obesity negatively impact the health and well-being of individuals and populations in Mexico. This guideline aims to establish a new evidence-based, patient-centered, non-stigmatizing, and practical treatment and management framework, based on the fundamental principles of chronic disease prevention and management.

Characteristics of COVID-19 and mortality-associated factors during the first year of the pandemic in southeast Mexico.

Aim: The present study was designed to evaluate the clinical characteristics of COVID-19 and mortality-associated factors during the first year of the pandemic in patients from southeastern Mexico. Patient & methods: A total of 953 records from patients with COVID-19 were cross-sectionally studied in a primary care hospital in southeast Mexico between 2020 and 2021. Results: The prevalent symptoms were fever (78.6%), cough (80.5%) and headache (82.8%) and dyspnea reached 13.5%. The mortality rate was 7.63% and the clinical variables associated with it were age >60 years, hypertension, severe disease, radiographic pneumonia, days to diagnosis and having two Mayan surnames. Conclusion: Future health strategies should consider age, comorbidities, disease severity, clinical manifestations and possessing ethnicity of risk (i.e., Mayan genetic background).

Lessons learned from a peer-supported diabetes education program in two dissimilar Mayan communities.

Background: A steady rise in type 2 diabetes (T2D) in Mexico over the last 30 years has led to 11.5 million Mexicans being affected by this condition. There is an urgent need to develop interventions to prevent complications of T2D. Diabetes self-management education is the cornerstone of promoting self-care. Among all educational strategies, peer support has shown to be an effective method to encourage ongoing self-management. However, customization of interventions for distinct communities is imperative, as failure to do so can hinder the intervention's effectiveness. Methods: We implemented a two-year prospective randomized controlled community-based trial in Conkal, a Mayan community from Yucatan, Mexico. The intervention consisted of receiving either a culturally sensitive peer support on top of a diabetes self-management education group (PLG); or a diabetes self-management education group only (EOG; control group). The primary outcome was changes in glycated hemoglobin, while secondary outcomes encompassed changes in systolic and diastolic blood pressure, body mass index, and diabetes self-care practices. Data collection was performed at baseline and every four months during the study period. Discussion: Our experiences have highlighted the significance of peer-leader support in cultivating diabetes self-care skills, particularly within smaller, underserved communities characterized by strong social and cultural ties. However, when applied in larger or suburban settings, selecting peer leaders should be meticulous, considering sectorization within specific neighborhoods to foster a sense of belonging and familiarity among natural community clusters. In larger settlemnts, factors such as transportation challenges, time limitations, caregiving obligations, limited venue access, and changes in session locations can drive program discontinuation. Additionally, individuals with lower educational attainment are more susceptible to abandonment. Notably, those with lower education, uncontrolled diabetes, and extended diabetes duration exhibit a greater potential for improving glycemic control than their counterparts. Clinical registration: https://www.isrctn.com/ISRCTN96897082.

Nutritional imbalances in a Mexican vegan group: urgent need for country-specific dietary guidelines.

Introduction: Introduction: vegan diets exclude the consumption of animal-derived products, and health advantages have been reported when followed. However, heterogeneous eating habits, food availability, and sociocultural characteristics among regions could lead to different physiological results. Case reports: twelve patients following a strict vegan diet for an uninterrupted period of ≥ 3 years were subjected to clinical assessment. Patients significantly exceeded the suggested intake for sugar, presented six mineral deficiencies, and exhibited three vitamins below the recommended consumption. We further identified hyperglycemia, hypertriglyceridemia, subnormal serum vitamin B12 concentrations, as well as macrocytosis and microcytic anemia in several participants. Discussion: this Mexican vegan diet is strongly influenced by endemic and cultural adaptations that could limit the benefits reported in other populations. Professional guidance is required to avoid specific deficiencies with potential repercussions. We urge country-specific vegan guidelines considering local eating habits, food availability, and sociocultural perspectives around food.

Introducción: Introducción: la dieta vegana excluye el consumo de productos de origen animal y se ha vinculado con una disminución del riesgo de morbimortalidad. Sin embargo, los distintos hábitos alimentarios entre países podrían condicionar los beneficios reportados para las dietas basadas en vegetales. Casos clínicos: doce pacientes siguiendo una estricta dieta vegana por ≥ 3 años se sometieron a una evaluación clínica. Exhibieron una ingestión de azúcar que supera el consumo sugerido, presentaron tres deficiencias vitamínicas y seis de minerales. Se identificó la presencia de hiperglucemia, hipertrigliceridemia, concentraciones séricas subnormales de vitamina B12, macrocitosis y anemia microcítica en varios participantes. Discusión: la dieta vegana de este grupo resultó fuertemente influenciada por adaptaciones culturales que podrían limitar los beneficios reportados en otras poblaciones. Se requiere orientación profesional para evitar desequilibrios nutricionales. Enfatizamos la necesidad del desarrollo de guías alimentarias y de práctica clínica que consideren los hábitos alimentarios locales, la disponibilidad de alimentos en la región y las perspectivas socioculturales en torno a la dieta vegana.

Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults.

We previously reported preliminary characterization of adipose tissue (AT) dysfunction through the adiponectin/leptin ratio (ALR) and fasting/postprandial (F/P) gene expression in subcutaneous (SQ) adipose tissue (AT) biopsies obtained from participants in the GEMM study, a precision medicine research project. Here we present integrative data replication of previous findings from an increased number of GEMM symptom-free (SF) adults (N = 124) to improve characterization of early biomarkers for cardiovascular (CV)/immunometabolic risk in SF adults with AT dysfunction. We achieved this goal by taking advantage of the rich set of GEMM F/P 5 h time course data and three tissue samples collected at the same time and frequency on each adult participant (F/P blood, biopsies of SQAT and skeletal muscle (SKM)). We classified them with the presence/absence of AT dysfunction: low (<1) or high (>1) ALR. We also examined the presence of metabolically healthy (MH)/unhealthy (MUH) individuals through low-grade chronic subclinical inflammation (high sensitivity C-reactive protein (hsCRP)), whole body insulin sensitivity (Matsuda Index) and Metabolic Syndrome criteria in people with/without AT dysfunction. Molecular data directly measured from three tissues in a subset of participants allowed fine-scale multi-OMIC profiling of individual postprandial responses (RNA-seq in SKM and SQAT, miRNA from plasma exosomes and shotgun lipidomics in blood). Dynamic postprandial immunometabolic molecular endophenotypes were obtained to move towards a personalized, patient-defined medicine. This study offers an example of integrative translational research, which applies bench-to-bedside research to clinical medicine. Our F/P study design has the potential to characterize CV/immunometabolic early risk detection in support of precision medicine and discovery in SF individuals.

Perceptions, Attitudes, and Barriers to Obesity Care in Mexico: Data From the ACTION-IO Study.

OBJECTIVE: The Awareness, Care, and Treatment in Obesity Management-International Observation (ACTION-IO) study (ClinicalTrials.gov identifier NCT03584191) aimed to identify perceptions, attitudes, behaviors, and barriers to effective obesity care in people with obesity (PwO) and health care professionals (HCPs). This study presents the results from Mexico. METHODS: An online survey was conducted. In Mexico, eligible PwO were ≥18 years of age with BMI ≥30 kg/m2 based on self-reported height and weight. Eligible HCPs had direct patient care. RESULTS: The survey was completed by 2,000 PwO and 400 HCPs in Mexico. Many PwO (71%) and HCPs (94%) categorized obesity as a chronic disease. Sixty-three percent of PwO felt motivated to lose weight, but many HCPs perceived that PwO were not interested in losing weight (76%) or motivated to lose weight (69%). Lack of financial means to support weight-loss efforts was a barrier for PwO (34%) to discussing weight with HCPs. Sixty-five percent of PwO had discussed weight with HCPs in the past 5 years. PwO (80%) and HCPs (89%) considered lack of exercise as the main barrier to weight loss. Few PwO (34%) had successfully lost ≥5% of their body mass over the past 3 years. CONCLUSIONS: This ACTION-IO study in Mexico identified discrepancies in the perceptions of PwO and HCPs, highlighting opportunities for further education and patient-centered approaches.

Cephalopelvic disproportion as primary diagnosis for cesarean section: Role of neonatal birthweight in relation to maternal height at a Hospital in Merida, Mexico.

OBJECTIVE: To analyze the association between newborn and maternal characteristics and the risk for cesarean section (CS) due to cephalopelvic disproportion (CPD) and non-CPD causes compared to vaginal deliveries (VD) in a sample of infants and mothers from Merida, Yucatan, Mexico. METHODS: The final sample consisted of 3453 single, live, and term infants born between January 2016 and May 2017 at the Maternal-Infant Hospital in Merida and their mothers (aged ≥19 years). The mode of delivery was established as the dependent variables: (a) VD, (b) CS due to CPD, and (c) non-CPD CS. Independent variables were maternal height and weight, the number of previous VD, newborn weight, and neonatal birthweight (BW) index/maternal height index. A multinomial regression model was used to analyze the association between newborn and maternal characteristics and outcome variable. RESULTS: By mode of delivery, 2124 (62%) births corresponded to VD, 1042 (30%) to non-CPDCS, and 287 (8%) to CS due to CPD. Mothers who had CS due to CPD weighed more at the end of their pregnancy and were shorter. Maternal age and weight increased the risk for having CS due to CPD compared to VD and maternal height, and the number of previous VD reduces the risk for experiencing CS due to CPD compared to vaginal births. The relative risk ratio for higher neonatal BW/maternal height index was significant for CS due to CPD and non-CPD CS. CONCLUSION: According to our results from a public hospital in Merida, Mexico, CPD is a result of the interrelation of maternal and fetal size, rather than an independent result of maternal height or BW.

Peer Support Added to Diabetes Education Improves Metabolic Control and Quality of Life in Mayan Adults Living With Type 2 Diabetes: A Randomized Controlled Trial.

BACKGROUND: Yucatán, located in the southern region of Mexico, is the state with the country's highest prevalence of uncontrolled diabetes. Because of its particular cultural and socioeconomic characteristics, the residents of Yucatán face unique health-care challenges. The objective of our study was to evaluate the effect of peer support added to a diabetes education program on glycemic control and diabetes-related quality of life when compared with a conventional diabetes education program in patients with type 2 diabetes in a Mayan community in Mexico. METHODS: In March 2015, a total of 58 participants with a previous diagnosis of type 2 diabetes who were recruited from community health centres in Komchén were randomly assigned in equal numbers to 1 of 2 groups: 1) a peer support and diabetes self-management education group (PSEG) or 2) a conventional diabetes self-management education-only group. The primary outcomes of interest were glycated hemoglobin (A1C) values and diabetes-related quality of life. The majority of subjects were bilingual (Mayan and Spanish speakers), female and middle aged, and had a low level of formal education and high baseline A1C (mean, 8.7%). RESULTS: Whereas both groups showed significant improvements from baseline to study end in absolute levels of A1C, the PSEG group had a more pronounced clinical improvement, but no statistical improvement, in A1C compared with the conventional diabetes self-management education-only group. PSEG participants exhibited statistically significant improvement in diabetes-related quality of life at 8 months. CONCLUSIONS: Our study demonstrates the benefits of peer-support education above and beyond the impact of diabetes self-management education on diabetes-related quality of life in an underserved Mayan community in Mexico.

Effects of nonnutritive sweeteners on body weight and BMI in diverse clinical contexts: Systematic review and meta-analysis.

There is an ongoing debate about the possible influences of nonnutritive sweeteners (NNS) on body weight. We conducted a systematic review and meta-analysis of randomized controlled trials (RCTs) with NNS to assess their impact on body weight. We systematically searched for RCTs at least 4 weeks in duration, evaluating the effect of NNS on body weight, both in subjects with healthy weight and in subjects with overweight/obesity at any age, and compared the effects of NNS vs caloric and noncaloric comparators. The primary outcome was the difference in body weight between NNS and comparators. Twenty studies were eligible (n = 2914). Participants consuming NNS showed significant weight/BMI differences favouring NNS compared with nonusers. Grouping by nature of comparator revealed that NNS vs placebo/no intervention and NNS vs water produced no effect. When comparing NNS vs sucrose, significant weight/BMI differences appeared favouring NNS. Consumption of NNS led to significantly negative weight/BMI differences in unrestricted energy diets, but not in weight-reduction diets. Participants with overweight/obesity and adults showed significant favourable weight/BMI differences with NNS. Data suggest that replacing sugar with NNS leads to weight reduction, particularly in participants with overweight/obesity under an unrestricted diet, information that could be utilized for evidence-based public policy decisions.

Replication of obesity and diabetes-related SNP associations in individuals from Yucatán, México.

The prevalence of type 2 diabetes (T2D) is rising rapidly and in Mexicans is ~19%. T2D is affected by both environmental and genetic factors. Although specific genes have been implicated in T2D risk few of these findings are confirmed in studies of Mexican subjects. Our aim was to replicate associations of 39 single nucleotide polymorphisms (SNPs) from 10 genes with T2D-related phenotypes in a community-based Mexican cohort. Unrelated individuals (n = 259) living in southeastern Mexico were enrolled in the study based at the University of Yucatan School of Medicine in Merida. Phenotypes measured included anthropometric measurements, circulating levels of adipose tissue endocrine factors (leptin, adiponectin, pro-inflammatory cytokines), and insulin, glucose, and blood pressure. Association analyses were conducted by measured genotype analysis implemented in SOLAR, adapted for unrelated individuals. SNP Minor allele frequencies ranged from 2.2 to 48.6%. Nominal associations were found for CNR1, SLC30A8, GCK, and PCSK1 SNPs with systolic blood pressure, insulin and glucose, and for CNR1, SLC30A8, KCNJ11, and PCSK1 SNPs with adiponectin and leptin (p < 0.05). P-values greater than 0.0014 were considered significant. Association of SNPs rs10485170 of CNR1 and rs5215 of KCNJ11 with adiponectin and leptin, respectively, reached near significance (p = 0.002). Significant association (p = 0.001) was observed between plasma leptin and rs5219 of KCNJ11.

Integrating genomic analysis with the genetic basis of gene expression: preliminary evidence of the identification of causal genes for cardiovascular and metabolic traits related to nutrition in Mexicans.

Whole-transcriptome expression profiling provides novel phenotypes for analysis of complex traits. Gene expression measurements reflect quantitative variation in transcript-specific messenger RNA levels and represent phenotypes lying close to the action of genes. Understanding the genetic basis of gene expression will provide insight into the processes that connect genotype to clinically significant traits representing a central tenet of system biology. Synchronous in vivo expression profiles of lymphocytes, muscle, and subcutaneous fat were obtained from healthy Mexican men. Most genes were expressed at detectable levels in multiple tissues, and RNA levels were correlated between tissue types. A subset of transcripts with high reliability of expression across tissues (estimated by intraclass correlation coefficients) was enriched for cis-regulated genes, suggesting that proximal sequence variants may influence expression similarly in different cellular environments. This integrative global gene expression profiling approach is proving extremely useful for identifying genes and pathways that contribute to complex clinical traits. Clearly, the coincidence of clinical trait quantitative trait loci and expression quantitative trait loci can help in the prioritization of positional candidate genes. Such data will be crucial for the formal integration of positional and transcriptomic information characterized as genetical genomics.

[Effect of the Gly972Arg, SNP43 and Prol2Ala polymorphisms of the genes IRS1, CAPN10 and PPARG2 on secondary failure to sulphonylurea and metformin in patients with type 2 diabetes in Yucatán, México]. / Efecto de los polimorfismos Gly972Arg del gen IRS1, SNP43 del gen CAPN10 y Prol2Ala del gen PPARG2 sobre la falla secundaria a sulfonilureas y metformina en pacientes con diabetes tipo 2 de Yucatán, Mexico.

In Yucatán, 52% of patients with type 2 diabetes (DT2) present secondary failure to treatment associated with sulphonylurea and metformin. A possible explanation may be due to polymorphisms in the genes IRS1, CAPN10, PPARG2, which are involved in pancreatic beta cell dysfunction and a poor response to the action of insulin. The association of the polymorphisms Gly972Arg, SNP43, and Pro12Ala, of the genes IRS1, CAPN10, PPARG2, with the risk of failure to sulphonylurea and metformin therapies was determinated in patients with DT2 in Yucatán, México. One hundred and thirty and two subjects with DT2 were classified in groups of responders (HbA1c < 8%) and non-responders (HbA1c > 8%) to the treatment, according to the control of hyperglucemia with sulphonylurea and metformin. Demographic, anthropometric and metabolic data were obtained from each subject. The polymorphisms were identified by means of DNA analysis by PCR/RFLP and PCR/OAL. Genotypic and allelic frequencies and the Hardy-Weinberg equilibrium were determined. Statistical analyses consisted of X2 and multiple logistic regression tests (Epi-Info 2000 and SPSS version 12). Obese subjects carrying the genotype AA SNP43 showed 4.69 times more risk of failure to respond to treatment (p = 0.027), when compared with subjects sharing GA genotype: X2 (OR = 4.69, IC: 1.15-20.59) and multiple logistic regression, p = 0.048, (OR = 3.72, IC: 1.009-13.718). The interaction between genotype AA and the BMI > 27 showed also a significant difference (p = 0.009). The findings suggest the fact that polymorphism SNP43 may influence the response to treatment with sulphonylurea and metformin, the expression being dependent on obesity.

Efecto de los polimorfismos Gly972Arg del gen IRS1, SNP43 del gen CAPN10 y Pro12Ala del gen PPARG2 sobre la falla secundaria a sulfonilureas y metformina en pacientes con diabetes tipo 2 de Yucatán México / Effect of the Gly972Arg, SNP43 and Pro12Ala polymorphisms of the genes IRS1, CAPN10 and PPARG2 on secondary failure to sulphonylurea and metformin in patients with type 2 diabetes in Yucatán México

La diabetes tipo 2 (DT2) es elevada en Yucatán; 52% de los afectados presentan falla al tratamiento con sulfonilureas y metformina. Una posible explicación es por polimorfismos en los genes IRS1, CAPN10, PPARG2, involucrados en la disfunción de la célula b pancreática y respuesta baja a la acción de insulina. Se determinó la asociación de los polimorfismos Gly972Arg, SNP43 y Pro12Ala con el riesgo a la falla al tratamiento con sulfonilurea y metformina, en pacientes con DT2 de Yucatán, México. Se estudiaron ciento treinta y dos pacientes, clasificados con base al control de la hiperglucemia con sulfonilureas y metformina, en grupos de respondedores (HbA1c<8%) y no respondedores (HbA1c > 8%) al tratamiento. De cada sujeto, se obtuvieron datos demográficos, antropométricos, clínicos y metabólicos. Los polimorfismos se identificaron mediante el análisis del ADN por PCR/RFLP y PCR/OAL. Se calcularon las frecuencias genotípicas y alélicas y el equilibrio de Hardy-Weinberg. Se analizó estadísticamente con X² y regresión logística múltiple (Epi-Info 2000 y SPSS versión 12). Se observó diferencia significativa (p = 0,027) en el riesgo a la falla al tratamiento 4,69 veces mayor en sujetos obesos con genotipo AA SNP43, comparado con sujetos con genotipo GA: X² (OR= 4,69, IC: 1,15-20,59) y regresión logística múltiple, p= 0,048, (OR= 3,72, IC: 1,009-13,718). Se identificó interacción entre el genotipo AA y el IMC>27 (p=0,009). Los hallazgos sugieren que el polimorfismo SNP43 podría influir en la respuesta al tratamiento con sulfonilureas y metformina, con expresión dependiente de obesidad.

In Yucatán, 52% of patients with type 2 diabetes (DT2) present secondary failure to treatment associated with sulphonylurea and metformin. A possible explanation may be due to polymorphisms in the genes IRS1, CAPN10, PPARG2, which are involved in pancreatic b cell dysfunction and a poor response to the action of insulin. The association of the polymorphisms Gly972Arg, SNP43, and Pro12Ala, of the genes IRS1, CAPN10, PPARG2, with the risk of failure to sulphonylurea and metformin therapies was determinated in patients with DT2 in Yucatán, México. One hundred and thirty and two subjects with DT2 were classified in groups of responders (HbA1c< 8%) and non-responders (HbA1c> 8%) to the treatment, according to the control of hyperglucemia with sulphonylurea and metformin. Demographic, anthropometric and metabolic data were obtained from each subject. The polymorphisms were identified by means of DNA analysis by PCR/RFLP and PCR/OAL. Genotypic and allelic frequencies and the Hardy-Weinberg equilibrium were determined. Statistical analyses consisted of X² and multiple logistic regression tests (Epi-Info 2000 and SPSS version 12). Obese subjects carrying the genotype AA SNP43 showed 4.69 times more risk of failure to respond to treatment (p=0.027), when compared with subjects sharing GA genotype: X² (OR= 4.69, IC: 1.15-20.59) and multiple logistic regression, p= 0.048, (OR= 3.72, IC: 1.009-13.718). The interaction between genotype AA and the BMI> 27 showed also a significant difference (p=0.009). The findings suggest the fact that polymorphism SNP43 may influence the response to treatment with sulphonylurea and metformin, the expression being dependent on obesity.

[Transciptome among Mexicans: a large scale methodology to analyze the genetics expression profile of simultaneous samples in muscle, adipose tissue and lymphocytes obtained from the same individual]. / Transcriptoma en mexicanos: metodología para analizar el perfil de expresión genética de gran escala en muestras simultáneas de tejido muscular, adiposo y linfocitos obtenidas en un mismo individuo.

OBJECTIVE: We describe the methodology used to analyze multiple transcripts using microarray techniques in simultaneous biopsies of muscle, adipose tissue and lymphocytes obtained from the same individual as part of the standard protocol of the Genetics of Metabolic Diseases in Mexico: GEMM Family Study. METHODS: We recruited 4 healthy male subjects with BM1 20-41, who signed an informed consent letter. Subjects participated in a clinical examination that included anthropometric and body composition measurements, muscle biopsies (vastus lateralis) subcutaneous fat biopsies anda blood draw. All samples provided sufficient amplified RNA for microarray analysis. Total RNA was extracted from the biopsy samples and amplified for analysis. RESULTS: Of the 48,687 transcript targets queried, 39.4% were detectable in a least one of the studied tissues. Leptin was not detectable in lymphocytes, weakly expressed in muscle, but overexpressed and highly correlated with BMI in subcutaneous fat. Another example was GLUT4, which was detectable only in muscle and not correlated with BMI. Expression level concordance was 0.7 (p< 0.001) for the three tissues studied. CONCLUSIONS: We demonstrated the feasibility of carrying out simultaneous analysis of gene expression in multiple tissues, concordance of genetic expression in different tissues, and obtained confidence that this method corroborates the expected biological relationships among LEPand GLUT4. TheGEMM study will provide a broad and valuable overview on metabolic diseases, including obesity and type 2 diabetes.

Transcriptoma en mexicanos: metodología para analizar el perfil de expresión genética de gran escala en muestras simultáneas de tejido muscular, adiposo y linfocitos obtenidas en un mismo individuo / Transciptome among Mexicans: a large scale methodology to analyze the genetics expression profile of simultaneous samples in muscle, adipose tissue and lymphocytes obtained from the same individual

Objetivo: Describir la metodología de análisis de múltiples transcritos con técnicas de microarreglo en biopsias simultáneas de tejido muscular, adiposo y sangre en un mismo individuo, como parte de la estandarización del estudio GEMM (Genética de las Enfermedades Metabólicas en México). Material y métodos: Se incluyó a cuatro sujetos con índice de masa corporal (IMC) entre 20 y 41. Se registró estatura, talla y composición corporal. Se realizó biopsia muscular (vasto lateral), de tejido adiposo subcutáneo y muestra de sangre completa. El ARN total fue extraído de los tejidos y amplificado para análisis de microarreglos. Resultados: De 48 687 potenciales transcritos, 39.4% fue detectable en al menos uno de los tejidos. La expresión de leptina no fue detectable en linfocitos, débilmente expresada en músculo, alta expresión en el tejido adiposo y correlacionó con el IMC. El GLUT4 también ilustra la especificidad para el músculo sin verse afectado por el IMC. La concordancia en la expresión de transcritos fue 0.70 (p<0.001) para los tres tejidos. Conclusiones: Fue factible cuantificar simultáneamente la expresión genética de miles de transcritos, hubo concordancia en la expresión entre diferentes tejidos obtenidos en un mismo individuo, y confiabilidad del método al reproducir las relaciones biológicas esperadas. El estudio GEMM podrá analizar las correlaciones de los transcritos expresados dentro de un órgano y luego entre diferentes tejidos, y proveerá endofenotipos cuantitativos novedosos que proporcionarán un amplio panorama de información sobre las enfermedades metabólicas, incluyendo obesidad y diabetes tipo 2.

OBJECTIVE: We describe the methodology used to analyze multiple transcripts using microarray techniques in simultaneous biopsies of muscle, adipose tissue and lymphocytes obtained from the same individual as part of the standard protocol of the Genetics of Metabolic Diseases in Mexico: GEMM Family Study. METHODS: We recruited 4 healthy male subjects with BM1 20-41, who signed an informed consent letter. Subjects participated in a clinical examination that included anthropometric and body composition measurements, muscle biopsies (vastus lateralis) subcutaneous fat biopsies anda blood draw. All samples provided sufficient amplified RNA for microarray analysis. Total RNA was extracted from the biopsy samples and amplified for analysis. RESULTS: Of the 48,687 transcript targets queried, 39.4% were detectable in a least one of the studied tissues. Leptin was not detectable in lymphocytes, weakly expressed in muscle, but overexpressed and highly correlated with BMI in subcutaneous fat. Another example was GLUT4, which was detectable only in muscle and not correlated with BMI. Expression level concordance was 0.7 (p< 0.001) for the three tissues studied. CONCLUSIONS: We demonstrated the feasibility of carrying out simultaneous analysis of gene expression in multiple tissues, concordance of genetic expression in different tissues, and obtained confidence that this method corroborates the expected biological relationships among LEPand GLUT4. TheGEMM study will provide a broad and valuable overview on metabolic diseases, including obesity and type 2 diabetes.

Genómica nutricional: una aproximación de la interacción genoma-ambiente: [revisión] / Nutritional genomics: an approach to the genome-environment interaction: [review]

Nutritional genomics forms part of the genomic sciences and addresses the interaction between genes and the human diet, its influence on metabolism and subsequent susceptibility to develop common diseases. It encompasses both nutrigenomics, which explores the effects of nutrients on the genome, proteome and metabolome; and nutrigenetics, that explores the effects of genetic variations on the diet/disease interaction. A number of mechanisms drive the gene/diet interaction: elements in the diet can act as links for transcription factor receptors and alter intermediary concentrations, thereby modifying chromatin and impacting genetic regulation; affect signal pathways, regulating phosphorylation of tyrosine in receptors; decrease signaling through the inositol pathway; and act through epigenetic mechanisms, silencing DNA fragments by methylation of cytosine. The signals generated by polyunsaturated fatty acids are so powerful that they can even bypass insulin mediated lipogenesis, stimulated by carbohydrates. Some fatty acids modify the expression of genes that participate in fatty acid transport  by lipoproteins. Nutritional genomics has myriad possible therapeutic and preventive applications: in patients with enzymatic deficiencies; in those with a genetic predisposition to complex diseases such as dyslipidemia, diabetes and cancer; in those that already suffer these diseases; in those with altered mood or memory; during the aging process; in pregnant women; and as a preventive measure in the healthy population.