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Martínez-López YE, Esquivel-Hernández DA, Sánchez-Castañeda JP, Neri-Rosario D, Guardado-Mendoza R, Resendis-Antonio O. Type 2 diabetes, gut microbiome, and systems biology: A novel perspective for a new era. Gut Microbes 2022; 14:2111952. [PMID: 36004400 PMCID: PMC9423831 DOI: 10.1080/19490976.2022.2111952] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The association between the physio-pathological variables of type 2 diabetes (T2D) and gut microbiota composition suggests a new avenue to track the disease and improve the outcomes of pharmacological and non-pharmacological treatments. This enterprise requires new strategies to elucidate the metabolic disturbances occurring in the gut microbiome as the disease progresses. To this end, physiological knowledge and systems biology pave the way for characterizing microbiota and identifying strategies in a move toward healthy compositions. Here, we dissect the recent associations between gut microbiota and T2D. In addition, we discuss recent advances in how drugs, diet, and exercise modulate the microbiome to favor healthy stages. Finally, we present computational approaches for disentangling the metabolic activity underlying host-microbiota codependence. Altogether, we envision that the combination of physiology and computational modeling of microbiota metabolism will drive us to optimize the diagnosis and treatment of T2D patients in a personalized way.
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Affiliation(s)
- Yoscelina Estrella Martínez-López
- Human Systems Biology Laboratory. Instituto Nacional de Medicina Genómica (INMEGEN). México City, México,Programa de Doctorado en Ciencias Médicas, Odontológicas y de la Salud, Universidad Nacional Autónoma de México (UNAM). Ciudad de México, México,Metabolic Research Laboratory, Department of Medicine and Nutrition. University of Guanajuato. León, Guanajuato, México
| | | | - Jean Paul Sánchez-Castañeda
- Human Systems Biology Laboratory. Instituto Nacional de Medicina Genómica (INMEGEN). México City, México,Programa de Maestría en Ciencias Bioquímicas, Universidad Nacional Autónoma de México (UNAM). Ciudad de México, México
| | - Daniel Neri-Rosario
- Human Systems Biology Laboratory. Instituto Nacional de Medicina Genómica (INMEGEN). México City, México,Programa de Maestría en Ciencias Bioquímicas, Universidad Nacional Autónoma de México (UNAM). Ciudad de México, México
| | - Rodolfo Guardado-Mendoza
- Metabolic Research Laboratory, Department of Medicine and Nutrition. University of Guanajuato. León, Guanajuato, México,Research Department, Hospital Regional de Alta Especialidad del Bajío. León, Guanajuato, México,Rodolfo Guardado-Mendoza Metabolic Research Laboratory, Department of Medicine and Nutrition. University of Guanajuato. León, Guanajuato, México
| | - Osbaldo Resendis-Antonio
- Human Systems Biology Laboratory. Instituto Nacional de Medicina Genómica (INMEGEN). México City, México,Coordinación de la Investigación Científica – Red de Apoyo a la Investigación, Universidad Nacional Autónoma de México (UNAM). Ciudad de México, México,CONTACT Osbaldo Resendis-Antonio Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México (UNAM), Periferico Sur 4809, Arenal Tepepan, Tlalpan, 14610 Ciudad de México, CDMX
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Ingram M, Torres E, Redondo F, Bradford G, Wang C, O'Toole ML. The Impact of Promotoras on Social Support and Glycemic Control Among Members of a Farmworker Community on the US-Mexico Border. DIABETES EDUCATOR 2016; 33 Suppl 6:172S-178S. [PMID: 17620398 DOI: 10.1177/0145721707304170] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE The purpose of this study is to describe the effect of a promotora-driven intervention to build social support as a means to affect self-management behaviors and clinical outcomes in a farmworker community on the US-Mexico border. METHODS Promotoras implemented a community-based intervention that included support groups, home/hospital visits, telephone support, and advocacy to people with diabetes. A 12-month pre/post study design was used to investigate the relationship between promotora contact, perceived support, and clinical outcomes. Clinical data were gathered from 70 participants during routine physician visits. A pre/post questionnaire was used to measure perceived support and self-management practices. RESULTS Glycosylated hemoglobin (HbA1c) levels decreased 1% among high-risk participants. Improved HbA1c level was associated with promotora advocacy and participation in promotora-led support groups. Participants reported increased support from family and friends and more comfort speaking about diabetes (la enfermedad) with family and friends. CONCLUSIONS These findings document improvement in both clinical and social health indicators for Mexican Americans in a farmworker community when a promotora model is used to provide and facilitate culturally relevant support for diabetes self-management practices.
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Affiliation(s)
- Maia Ingram
- The Mel and End Zuckerman College of Public Health, University of Arizona, Tucson (Ms Ingram, Ms Bradford)
| | - Emma Torres
- Campesinos Sin Fronteras, Somerton, Arizona (Ms Torres, Ms Redondo)
| | - Flor Redondo
- Campesinos Sin Fronteras, Somerton, Arizona (Ms Torres, Ms Redondo)
| | - Gail Bradford
- The Mel and End Zuckerman College of Public Health, University of Arizona, Tucson (Ms Ingram, Ms Bradford)
| | - Chin Wang
- Sunset Community Health Center, Somerton, Arizona (Dr Wang)
| | - Mary L O'Toole
- The Robert Wood Johnson Foundation Diabetes Initiative, National Program Office, St Louis, Missouri (Dr O’Toole)
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Association of household and community characteristics with adult and child food insecurity among Mexican-origin households in colonias along the Texas-Mexico border. Int J Equity Health 2011; 10:19. [PMID: 21569496 PMCID: PMC3118344 DOI: 10.1186/1475-9276-10-19] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2011] [Accepted: 05/13/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Food insecurity is a critical problem in the United States and throughout the world. There is little published data that provides insights regarding the extent and severity of food insecurity among the hard-to-reach Mexican-origin families who reside in the growing colonias along the Texas border with Mexico. Considering that culture, economics, and elements of the environment may increase the risk for food insecurity and adverse health outcomes, the purpose of this study was to examine the relation between household and community characteristics and food insecurity. METHODS The study used data from the 2009 Colonia Household and Community Food Resource Assessment (C-HCFRA). The data included 610 face-to-face interviews conducted in Spanish by promotoras (indigenous community health workers) in forty-four randomly-identified colonias near the towns of Progreso and La Feria in Hidalgo and Cameron counties along the Texas border with Mexico. C-HCFRA included demographic characteristics, health characteristics, food access and mobility, food cost, federal and community food and nutrition assistance programs, perceived quality of the food environment, food security, eating behaviors, and alternative food sources. RESULTS 78% of participants experienced food insecurity at the level of household, adult, or child. The most severe - child food insecurity was reported by 49% of all households and 61.8% of households with children. Increasing levels of food insecurity was associated with being born in Mexico, increasing household composition, decreasing household income, and employment. Participation in federal food assistance programs was associated with reduced severity of food insecurity. Greater distance to their food store and perceived quality of the community food environment increased the odds for food insecurity. CONCLUSIONS The Mexican-origin population is rapidly expanding; record numbers of individuals and families are experiencing food insecurity; and for those living in rural or underserved areas such as the colonias, the worst forms of food insecurity are an ongoing reality. The rates of households with adult and child food insecurity in this border area are alarming and among the highest reported. Clearly, systematic and sustained action on federal, state, and community levels is needed to reduce household, adult, and child food insecurity that integrates cultural tailoring of interventions and programs to address food and management skills, multi-sector partnerships and networks, expansion of food and nutrition assistance programs, and enhanced research efforts.
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García AA. The Diabetes Symptom Self-Care Inventory: development and psychometric testing with Mexican Americans. J Pain Symptom Manage 2011; 41:715-27. [PMID: 21276705 PMCID: PMC3075383 DOI: 10.1016/j.jpainsymman.2010.06.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2010] [Revised: 06/21/2010] [Accepted: 07/08/2010] [Indexed: 11/18/2022]
Abstract
CONTEXT Type 2 diabetes is prevalent throughout the world. In previous studies of Mexican Americans with type 2 diabetes, 95%-97% of those sampled reported having symptoms they believe were caused by diabetes and most self-treated their symptoms. To more accurately capture Mexican Americans' symptom prevalence and their self-treatments, the Diabetes Symptom Self-Care Inventory (DSSCI) was adapted from the Diabetes Self-Care Instrument. OBJECTIVES This article describes the modification process used to perfect the DSSCI for use in improving self-care among people with type 2 diabetes. METHODS This instrumentation study used qualitative and quantitative methods. The study was completed in four phases that used focus groups, cognitive interviews, and survey administration. Four convenience samples were drawn from community-dwelling Mexican American adults, aged 25-75 years, with type 2 diabetes in an urban area and a rural location in Texas. RESULTS Phase I: Seven focus groups (n=45) generated data for revising items. Phase II: Cognitive interviews with 16 participants were used to evaluate four revisions of the questionnaire. Phase III: Surveys were administered to 81 participants. Total number of symptoms on the DSSCI correlated with scores on the Centers for Epidemiological Studies-Depression scale (r=0.65, P<0.001), Illness Perception Questionnaire-Revised Diabetes Symptom subscale (r=0.57, P<0.001), and Audit of Diabetes-Dependent Quality of Life scale (r=-0.42, P<0.001). Minor revisions followed. Phase IV: Test-retest stability was demonstrated (n=44). CONCLUSION The DSSCI is a culturally relevant, sound measure of Mexican Americans' diabetes symptoms and the actions they take to address them.
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Affiliation(s)
- Alexandra A García
- The University of Texas at Austin School of Nursing, Austin, Texas 78701, USA.
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Peltz G, Aguirre MT, Sanderson M, Fadden MK. The role of fat mass index in determining obesity. Am J Hum Biol 2011; 22:639-47. [PMID: 20737611 DOI: 10.1002/ajhb.21056] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES The objective of this study is to compare body mass index (BMI), percent body fat (PBF), and fat mass index (FMI) and to investigate the accuracy of FMI as a convenient tool for assessing obesity. DESIGN Anthropometric measurements and bioelectrical impedance analyses were performed on 538 Mexican Americans (373 women and 165 men). Correlations between BMI and PBF and between FMI and PBF were investigated. The percentage of persons misclassified as obese using different classifications was calculated. Multiple linear regression analysis was performed to generate predictive models of FMI for males and females separately. RESULTS BMI and PBF were correlated in men (rho = 0.877; P < 0.0001) and women (rho = 0.966; P < 0.0001); however, 20 and 67.2% of the men and 9.2 and 84.2% of women, classified as normal weight and overweight by BMI, respectively, were diagnosed as obese by PBF. FMI and PBF were also correlated in men (rho = 0.975; P < 0.0001) and women (rho = 0.992; P < 0.0001). Four percent of the men classified as normal weight and 65.5% classified as overweight by BMI were obese by FMI, while 71.3% of women classified as overweight by BMI were obese by FMI. Misclassification of obesity between FMI and PBF categories was observed in 5.4% of men and 7.8% of women. CONCLUSIONS The discrepancy observed between BMI and PBF reflects a limitation of BMI. Conversely, FMI accurately assessed obesity in our study of Mexican Americans, but further studies are necessary to confirm our findings in different ethnic groups.
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Affiliation(s)
- Gerson Peltz
- Department of Biological Sciences and Center of Biomedical Studies, University of Texas at Brownsville, Texas 78520, USA.
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García AA. Clinical and life quality differences between Mexican American diabetic patients at a free clinic and a hospital-affiliated clinic in Texas. Public Health Nurs 2008; 25:149-58. [PMID: 18294183 DOI: 10.1111/j.1525-1446.2008.00691.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE This paper explores the contribution of personal, cultural, and disease characteristics, diabetes knowledge, number of symptoms, and 2 specific clinics to the explained variance in glycosylated hemoglobin (A1c) and quality of life among Mexican Americans with type 2 diabetes. DESIGN This descriptive correlational study used hierarchical multiple regression analysis. SAMPLE 87 Mexican American patients with type 2 diabetes were recruited from 2 clinics, 1 hospital-affiliated and 1 free clinic, that served a primarily minority and indigent population. MEASUREMENTS A language-based acculturation scale, the Diabetes Knowledge Questionnaire-24, Diabetes Symptom Self-Care Inventory, and Self-Anchoring Striving Scale were administered in one-on-one interviews. Medical records were reviewed for recent A1c and health history. RESULTS The participants' clinic explained an additional 13% of the variance in A1c and 6% of the variance in quality of life after controlling for gender, acculturation, time since diagnosis, number of diabetes medications, diabetes knowledge, and number of symptoms. Clinics differed in patient characteristics, beyond the variables entered in the regression model, and in their care delivery. CONCLUSIONS Clinic characteristics and their influence on diabetes outcomes should be explored to maximize patients' abilities to steer the course of their diabetes away from complications.
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Affiliation(s)
- Alexandra A García
- The University of Texas at Austin School of Nursing, Austin, Texas 78701, USA.
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Martinez NC, Bader J. Analysis of behavioral risk factor surveillance system data to assess the health of Hispanic Americans with diabetes in El Paso County, Texas. DIABETES EDUCATOR 2007; 33:691-9. [PMID: 17684170 DOI: 10.1177/0145721707304087] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE The purpose of this study is to determine and describe the health of Hispanic Americans who live in El Paso County, Texas, along the US-Mexico border, particularly the multidimensional self-management practices of those with diabetes. This study also assesses Hispanic Americans with diabetes consistent with Healthy People 2010 diabetes goals and objectives. METHODS Data from the 2002 Paso del Norte Behavioral Risk Factor Surveillance System are used for analysis of behavioral health risk factors associated with diabetes among Hispanic Americans in El Paso County, Texas. One- and two-way frequency tables with logistic regression and tests for comparison of means are used for data analysis. RESULTS The greatest numbers of Hispanic American residents are younger, with those diagnosed with diabetes aged 45 years and older and with lower level of education, lowest income level, and unable to work. The odds of having diabetes are 4 times greater with increasing age and 6 times greater with lower income level. The type of medical treatment is consistent with the frequency of various diabetes self-management behaviors to optimize health. Hispanic Americans are within the goal for several Healthy People 2010 targets for diabetes. CONCLUSIONS Hispanic Americans along the US-Mexico border remain at risk for development of diabetes, although several self-management behavioral activities are recognized as important for prevention of diabetes to optimize quality of life.
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Affiliation(s)
- Nelda C Martinez
- The School of Nursing, University of Texas at El Paso (Dr Martinez)
| | - Julia Bader
- The Statistical Consulting Laboratory, University of Texas at El Paso (Dr Bader)
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Robbins JM, Webb DA. Hospital admission rates for a racially diverse low-income cohort of patients with diabetes: the Urban Diabetes Study. Am J Public Health 2006; 96:1260-4. [PMID: 16735627 PMCID: PMC1483876 DOI: 10.2105/ajph.2004.059600] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE We sought to determine the frequency and costs of hospitalization and to assess possible racial/ethnic disparities in a large cohort of low-income patients with diabetes who had received primary care at municipal health clinics. METHODS Administrative data from Philadelphia Health Care Centers were linked with discharge data from Pennsylvania hospitals for March 1993 through December 2001. We tested differences in hospitalization rates and mean hospital charges by age, gender, and race/ethnicity. RESULTS A total of 18,800 patients with diabetes experienced 30,528 hospital admissions, for a hospitalization rate of 0.35 per person-year. Rates rose with age and with the interaction of male gender and age. Rates for non-Hispanic Whites were higher than those for African Americans, whereas those for Hispanics, Asian Americans, and "others" were lower. Patients who were hospitalized at least 5 times made up 10.5% of the study population and accounted for 64% of hospital admissions and hospital charges in this cohort. CONCLUSIONS Hospitalization rates for this low-income cohort with access to primary care and pharmacy services were comparable to those of other diabetic patient populations, suggesting that reducing financial barriers to care may have benefited these patients. A subgroup of patients with multiple hospitalizations accounted for the majority of hospital admissions.
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Affiliation(s)
- Jessica M Robbins
- Philadelphia Department of Public Health, Ambulatory Health Services, Philadelphia, PA 19146, USA.
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Abstract
This study1 focuses on Hispanic migrant farmworkers and their perceptions of living with diabetes. A phenomenological design was utilized with a sample of 12 participants recruited from 2 local migrant health centers. The interview guide was based on questions from Kleinman's Explanatory Model. Data were explored with regard to etiology, onset of symptoms, pathophysiology, and course of illness. Six themes emerged from the analysis: usualness of diabetes, causes of diabetes, symptoms prior to the diagnosis of diabetes, understanding the chronicity of diabetes, impact of diabetes on daily life, and fear of long-term complications related to diabetes. Based on the analysis of the interviews, the individuals' explanations of this chronic disease are compiled within their own perceptions and cultural beliefs. The results of this study can be utilized by providers to adapt their health care and education methods to better meet the needs of this mobile population. In the Hispanic migrant farmworker population, further research is needed to explore the long-term impact of living with diabetes on a daily basis.
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Affiliation(s)
- Loretta Heuer
- College of Nursing, University of North Dakota, ND, USA.
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Brown HS, Estrada JK, Hazarika G, Bastida E. Diabetes and the labor market: the community-wide economic cost in the Lower Rio Grande Valley. Diabetes Care 2005; 28:2945-7. [PMID: 16306560 DOI: 10.2337/diacare.28.12.2945] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- H Shelton Brown
- Division of Management Policy and Public Health, University of Texas School of Public Health, School of Public Health Building, 80 Fort Brown, Brownsville, TX 78520, USA.
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Venkataraman R, Nanda NC, Baweja G, Parikh N, Bhatia V. Prevalence of diabetes mellitus and related conditions in Asian Indians living in the United States. Am J Cardiol 2004; 94:977-80. [PMID: 15464696 DOI: 10.1016/j.amjcard.2004.06.048] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2004] [Revised: 06/16/2004] [Accepted: 06/16/2004] [Indexed: 10/26/2022]
Abstract
This study is the first attempt to evaluate the prevalence of diabetes mellitus and related conditions in Asian Indians living in the United States. A community-based survey of 1,046 Asian Indian immigrants living in and around the Atlanta metro area of Georgia was conducted and found an overall prevalence of diabetes mellitus of 18.3% (22.5% in men and 13.6% in women). This prevalence of diabetes mellitus in Asian Indians is much higher than in whites, blacks, and Hispanics living in the United States.
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Affiliation(s)
- Rajesh Venkataraman
- Division of Cardiovascular Disease, The University of Alabama at Birmingham, 35249, USA
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Wu JH, Haan MN, Liang J, Ghosh D, Gonzalez HM, Herman WH. Impact of antidiabetic medications on physical and cognitive functioning of older Mexican Americans with diabetes mellitus: a population-based cohort study. Ann Epidemiol 2003; 13:369-76. [PMID: 12821276 DOI: 10.1016/s1047-2797(02)00464-7] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE The current study was designed to evaluate the utility of antidiabetic medications in affecting changes in physical and cognitive functioning among older Mexican Americans with diabetes over a 2-year period. METHODS A longitudinal analysis with repeated measurements between 1999 and 2001 was performed in a cohort of Mexican Americans, 60 or older, in the SALSA Project. Statistical analysis was conducted using a generalized estimating equation. RESULTS For subjects with diagnosed diabetes </= 5 years (N = 381), there was less decline in physical and cognitive functioning over 2 years among subjects on treatment, compared to those without treatment. For subjects with diagnosed diabetes of 5+ years (N = 337), the effect of antidiabetic medications was more significant in preventing the decline in physical and cognitive functioning (ADL: mean in log scale = -0.10, 95% CI = -0.16, -0.04, 3MS: mean = 6.35, 95% CI = 3.23, 9.48). Combination therapy of antidiabetic agents appeared to be more effective than monotherapy in preventing the decline in physical and cognitive functioning for subjects. CONCLUSIONS Antidiabetic drugs appear to be useful in alleviating the decline in physical and cognitive functioning among older Mexican Americans with diabetes, especially for those with a longer duration of the disease.
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Affiliation(s)
- Jasmanda H Wu
- University of Michigan, School of Public Health, Epidemiology, Ann Arbor, MI 48109, USA
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Abstract
While Mexico has the thirteenth largest economy, a large portion of the population is impoverished. About 90% of the population is Mestizo, the result of the admixture of Mexican Indians and Spaniards, with the Indigenous peoples concentrated in the southeastern region. Treatment for end-stage renal disease (estimated 268 patients per million population) is largely determined by the limited healthcare system and the individual's access to resources such as private insurance ( approximately 15%) and governmental sources ( approximately 85%). With only 5% of the gross national product spent on healthcare and most treatment providers being public health institutions that are often under severe economic restrictions, it is not surprising that many Mexican patients do not receive renal replacement therapy. Mexico uses proportionately more peritoneal dialysis than other countries; 1% of the patients are on automated peritoneal dialysis, 19% on hemodialysis and 80% on CAPD. Malnutrition and diabetes, important risk factors for poor outcome, are prevalent among the patients in CAPD programs.
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Affiliation(s)
- Alfonso M Cueto-Manzano
- Unidad de Investigación Médica en Epidemiología Clínica, Hospital de Especialidades, CMNO, IMSS, Guadalajara, Mexico.
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Bastida E, Pagán JA. The impact of diabetes on adult employment and earnings of Mexican Americans: findings from a community based study. HEALTH ECONOMICS 2002; 11:403-413. [PMID: 12112490 DOI: 10.1002/hec.676] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Epidemiological studies indicate that minority populations in the US - including African Americans, Native Americans and Mexican Americans - are particularly at risk for diabetes and that their complications are more frequent and severe. Using microdata from a 1994-1999 population based study of middle aged and older Mexican Americans in the Southwest, this study analyzes the impact of diabetes on the employment and earnings outcomes of adults 45 years of age and older. The empirical results from estimating maximum likelihood employment and earnings models suggest that diabetes leads to lower productivity and earnings for women but has no statistically significant impact on their employment probability. In the case of men, however, diabetes leads to a lower employment propensity but has no effect on earnings. Thus, the problems associated with this condition could lead to potential future financial difficulties particularly for high-risk populations in their later years.
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Affiliation(s)
- Elena Bastida
- Department of Sociology and Center on Aging and Health, College of Social and Behavioral Sciences, The University of Texas-Pan American, Edinburg 78539, USA
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