1
|
Nair L, Asuzu P, Dagogo-Jack S. Ethnic Disparities in the Risk Factors, Morbidity, and Mortality of Cardiovascular Disease in People With Diabetes. J Endocr Soc 2024; 8:bvae116. [PMID: 38911352 PMCID: PMC11192623 DOI: 10.1210/jendso/bvae116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Indexed: 06/25/2024] Open
Abstract
Cardiovascular disease (CVD) is the leading cause of death in people with diabetes. Compared with European Americans, African Americans have more favorable lipid profiles, as indicated by higher high-density lipoprotein cholesterol, lower triglycerides, and less dense low-density lipoprotein particles. The less atherogenic lipid profile translates to lower incidence and prevalence of CVD in African Americans with diabetes, despite higher rates of hypertension and obesity. However, African Americans with CVD experience worse clinical outcomes, including higher mortality, compared with European Americans. This mini-review summarizes the epidemiology, pathophysiology, mechanisms, and management of CVD in people with diabetes, focusing on possible factors underlying the "African American CVD paradox" (lower CVD incidence/prevalence but worse outcomes). Although the reasons for the disparities in CVD outcomes remain to be fully elucidated, we present a critical appraisal of the roles of suboptimal control of risk factors, inequities in care delivery, several biological factors, and psychosocial stress. We identify gaps in current knowledge and propose areas for future investigation.
Collapse
Affiliation(s)
- Lekshmi Nair
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Peace Asuzu
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Sam Dagogo-Jack
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| |
Collapse
|
2
|
Speight J, Holmes-Truscott E, Garza M, Scibilia R, Wagner S, Kato A, Pedrero V, Deschênes S, Guzman SJ, Joiner KL, Liu S, Willaing I, Babbott KM, Cleal B, Dickinson JK, Halliday JA, Morrissey EC, Nefs G, O'Donnell S, Serlachius A, Winterdijk P, Alzubaidi H, Arifin B, Cambron-Kopco L, Santa Ana C, Davidsen E, de Groot M, de Wit M, Deroze P, Haack S, Holt RIG, Jensen W, Khunti K, Kragelund Nielsen K, Lathia T, Lee CJ, McNulty B, Naranjo D, Pearl RL, Prinjha S, Puhl RM, Sabidi A, Selvan C, Sethi J, Seyam M, Sturt J, Subramaniam M, Terkildsen Maindal H, Valentine V, Vallis M, Skinner TC. Bringing an end to diabetes stigma and discrimination: an international consensus statement on evidence and recommendations. Lancet Diabetes Endocrinol 2024; 12:61-82. [PMID: 38128969 DOI: 10.1016/s2213-8587(23)00347-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 11/06/2023] [Accepted: 11/10/2023] [Indexed: 12/23/2023]
Abstract
People with diabetes often encounter stigma (ie, negative social judgments, stereotypes, prejudice), which can adversely affect emotional, mental, and physical health; self-care, access to optimal health care; and social and professional opportunities. To accelerate an end to diabetes stigma and discrimination, an international multidisciplinary expert panel (n=51 members, from 18 countries) conducted rapid reviews and participated in a three-round Delphi survey process. We achieved consensus on 25 statements of evidence and 24 statements of recommendations. The consensus is that diabetes stigma is driven primarily by blame, perceptions of burden or sickness, invisibility, and fear or disgust. On average, four in five adults with diabetes experience diabetes stigma and one in five experience discrimination (ie, unfair and prejudicial treatment) due to diabetes, such as in health care, education, and employment. Diabetes stigma and discrimination are harmful, unacceptable, unethical, and counterproductive. Collective leadership is needed to proactively challenge, and bring an end to, diabetes stigma and discrimination. Consequently, we achieved unanimous consensus on a pledge to end diabetes stigma and discrimination.
Collapse
Affiliation(s)
- Jane Speight
- School of Psychology and Institute for Health Transformation, Deakin University, Geelong, VIC, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia.
| | - Elizabeth Holmes-Truscott
- School of Psychology and Institute for Health Transformation, Deakin University, Geelong, VIC, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | | | - Renza Scibilia
- Diabetogenic, Melbourne, VIC, Australia; JDRF International, New York, NY, USA
| | - Sabina Wagner
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Asuka Kato
- Department of Health and Social Behavior, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Victor Pedrero
- Faculty of Nursing, Universidad Andrés Bello, Santiago, Chile
| | - Sonya Deschênes
- School of Psychology, University College Dublin, Dublin, Ireland
| | | | - Kevin L Joiner
- Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, MI, USA
| | - Shengxin Liu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Ingrid Willaing
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark; Institute of Public Health, Department of Health Services Research, University of Copenhagen, Copenhagen, Denmark
| | - Katie M Babbott
- Department of Psychological Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Bryan Cleal
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Jane K Dickinson
- Department of Health Studies & Applied Educational Psychology, Teachers College Columbia University, New York, NY, USA
| | - Jennifer A Halliday
- School of Psychology and Institute for Health Transformation, Deakin University, Geelong, VIC, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia
| | - Eimear C Morrissey
- Health Behavior Change Research Group, School of Psychology, University of Galway, Galway, Ireland
| | - Giesje Nefs
- Department of Medical Psychology, Radboudumc, Nijmegen, Netherlands; Center of Research on Psychological Disorders and Somatic Diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, Netherlands; Diabeter, Center for Pediatric and Adolescent Diabetes Care and Research, Rotterdam, Netherlands
| | - Shane O'Donnell
- Birmingham Law School, University of Birmingham, Birmingham, UK
| | - Anna Serlachius
- Department of Psychological Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Per Winterdijk
- Diabeter, Center for Pediatric and Adolescent Diabetes Care and Research, Rotterdam, Netherlands
| | - Hamzah Alzubaidi
- College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
| | - Bustanul Arifin
- Faculty of Pharmacy, Universitas Hasanuddin, Makassar, Indonesia
| | | | | | - Emma Davidsen
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Mary de Groot
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Maartje de Wit
- Medical Psychology, Amsterdam Public Health, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | | | - Richard I G Holt
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK; National Institute for Health Research Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Kamlesh Khunti
- Leicester Diabetes Centre, University of Leicester and University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Karoline Kragelund Nielsen
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Tejal Lathia
- Department of Endocrinology, Apollo Hospitals, Navi Mumbai, India
| | | | | | - Diana Naranjo
- Department of Pediatrics, Division of Endocrinology, Stanford School of Medicine, Palo Alto, CA, USA
| | - Rebecca L Pearl
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
| | - Suman Prinjha
- Leicester Diabetes Centre, University of Leicester and University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Rebecca M Puhl
- Department of Human Development & Family Sciences, College of Liberal Arts & Sciences, University of Connecticut, Storrs, CT, USA
| | | | - Chitra Selvan
- Department of Endocrinology, Ramaiah Medical College, Bengaluru, India
| | - Jazz Sethi
- The Diabesties Foundation, Ahmedabad, India
| | - Mohammed Seyam
- Faculty of Medicine, Al-Quds University, Abu Dis, Palestine
| | - Jackie Sturt
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | - Mythily Subramaniam
- Institute of Mental Health Singapore, Singapore; Saw Swee Hock School of Public Health, National University Singapore, Singapore
| | - Helle Terkildsen Maindal
- Department of Prevention, Health Promotions & Community Care, Copenhagen University Hospital-Steno Diabetes Center Copenhagen, Copenhagen, Denmark; Department of Public Health, Aarhus University, Aarhus, Denmark
| | | | - Michael Vallis
- Department of Family Medicine, Dalhousie University, Halifax, NS, Canada
| | - Timothy C Skinner
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia; La Trobe Rural Health School, La Trobe University, Flora Hill, VIC, Australia; Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
3
|
Marôco JL, Manafi MM, Hayman LL. Race and Ethnicity Disparities in Cardiovascular and Cancer Mortality: the Role of Socioeconomic Status-a Systematic Review and Meta-analysis. J Racial Ethn Health Disparities 2023:10.1007/s40615-023-01872-3. [PMID: 38038904 DOI: 10.1007/s40615-023-01872-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/24/2023] [Accepted: 11/12/2023] [Indexed: 12/02/2023]
Abstract
To clarify the role of socioeconomic status (SES) in cardiovascular and cancer mortality disparities observed between Black, Hispanic, and Asian compared to White adults, we conducted a meta-analysis of the longitudinal research in the USA. A PubMed, Ovid Medline, Web of Science, and EBSCO search was performed from January 1995 to May 2023. Two authors independently screened the studies and conducted risk assessments, with conflicts resolved via consensus. Studies were required to analyze mortality data using Cox proportional hazard regression. Random-effects models were used to pool hazard ratios (HR) and reporting followed PRISMA guidelines. Twenty-two studies with cardiovascular mortality (White and Black (n = 22), Hispanic (n = 7), and Asian (n = 3) adults) and twenty-three with cancer mortality endpoints (White and Black (n = 23), Hispanic (n = 11), and Asian (n = 10) adults) were included. The meta-analytic sample for cardiovascular mortality endpoints was 6,199,049 adults (White = 4,891,735; Black = 935,002; Hispanic = 295,623; Asian = 76,689), while for cancer-specific mortality endpoints was 7,745,180 adults (White = 5,988,392; Black= 1,070,447; Hispanic= 484,848; Asian = 201,493). Median follow-up was 10 and 11 years in cohorts with cardiovascular and cancer mortality endpoints, respectively. Adjustments for SES attenuated the higher risk for cardiovascular (HR, 1.46; 95% CI, 1.30-1.64) and cancer mortality (HR, 1.35; 95% CI, 1.32-1.38) of Black compared to White adults by 25% (HR, 1.21; 95% CI, 1.15-1.28) and 19% (HR, 1.16; 95% CI, 1.13-1.18), respectively. However, the Hispanic cardiovascular (HR, 0.79; 95% CI, 0.73-0.85) and Asian cancer mortality (HR, 0.81; 95% CI, 0.76-0.86) advantage were independent of SES. These findings emphasize the need to develop strategies focused on SES to reduce cardiovascular and cancer mortality in Black adults.
Collapse
Affiliation(s)
- João L Marôco
- Integrative Human Physiology Laboratory, Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA.
- Department of Exercise and Health Sciences, Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA.
| | - Mahdiyeh M Manafi
- Department of Exercise and Health Sciences, Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| | - Laura L Hayman
- Department of Nursing, Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| |
Collapse
|
4
|
Wang X, Tian B, Zhang S, Li J, Yang W, Gu L, Zhang W. Underlying mechanisms of diabetes knowledge influencing diabetes self-management behaviors among patients with type II diabetes in rural China: Based on health belief model. PATIENT EDUCATION AND COUNSELING 2023; 117:107986. [PMID: 37757607 DOI: 10.1016/j.pec.2023.107986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 09/18/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023]
Abstract
OBJECTIVE To investigate the association between diabetes knowledge and diabetes self-management (DSM) behaviors and to explore the influence mechanism between them among patients with type 2 diabetes mellitus (T2DM) based on health belief model in rural China. METHODS This cross-sectional study included 483 participants with T2DM from 8 villages of 3 townships in Jiangsu Province. All participants completed a structured questionnaire, including demographic information, diabetes knowledge, DSM behaviors, health beliefs, and cognitive function. Multiple linear regression and mediation analysis were performed to analyze the association between diabetes knowledge and DSM behaviors, furthermore the mechanism between them. RESULTS Diabetes knowledge and self-efficacy positively influenced DSM behaviors. Health beliefs multiply mediated the association between diabetes knowledge and DSM behaviors. Perceived behavioral barriers mediated the relationship between diabetes knowledge and DSM behaviors, where a suppression effect existed. A chain-mediated effect was found: diabetes knowledge affected perceived benefits, followed by self-efficacy, and finally DSM behaviors. CONCLUSION Diabetes knowledge acquisition played an important role in improving DSM behaviors, and health beliefs multiply mediated the relationship between them. PRACTICE IMPLICATIONS When designing interventions, health systems and health providers should refocus on diabetes knowledge, emphasize the benefits of self-management, and consider the barriers that patients may encounter.
Collapse
Affiliation(s)
- Xiaoying Wang
- School of Social Development and Public Policy & Center for Behavioral Health, Beijing Normal University, Beijing, China
| | - Bo Tian
- School of Social Development and Public Policy & Center for Behavioral Health, Beijing Normal University, Beijing, China
| | - Shengfa Zhang
- National Population Heath Data Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jina Li
- School of Social Development and Public Policy & Center for Behavioral Health, Beijing Normal University, Beijing, China
| | - Weiping Yang
- Yancheng Dafeng People's Hospital, Jiangsu Province, China
| | - Linni Gu
- School of Health Management, Inner Mongolia Medical University, Inner Mongolia Autonomous Region, China
| | - Weijun Zhang
- School of Social Development and Public Policy & Center for Behavioral Health, Beijing Normal University, Beijing, China.
| |
Collapse
|
5
|
Sriraman S, Sreejith D, Andrew E, Okello I, Willcox M. Use of herbal medicines for the management of type 2 diabetes: A systematic review of qualitative studies. Complement Ther Clin Pract 2023; 53:101808. [PMID: 37977099 DOI: 10.1016/j.ctcp.2023.101808] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/21/2023] [Accepted: 10/25/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Many people with Type 2 Diabetes Mellitus (T2DM) use herbal medicines, some of which can improve glycaemic control. Providing evidence-based advice on herbal medicines could be an effective intervention to improve control of diabetes, if it is designed to address key needs and concerns of T2DM patients. AIM To understand the views and experiences of patients and health professionals on herbal treatments for self-management of T2DM. METHOD MEDLINE, EMBASE, CINAHL, SOCIOFILE and Google Scholar were searched for qualitative studies in T2DM patients about their views on herbal medicines. Included papers were analysed using thematic synthesis. RESULTS Thirty-one papers (about 30 studies) were included: 20 from low-and-middle income countries, 10 from high income countries, and 1 internet-based study. Almost all studies from high income countries focussed on ethnic minorities. Many people with T2DM wanted a "cure", and often took advice from friends and family, but also traditional healers and mass media. However, they were reluctant to discuss herbal medicines with health professionals, whom they perceived as "closed-minded". They based their treatment decisions on personal experience (from "trial-and-error"), availability, cost and convenience of both herbal and conventional medicines. Most health professionals were reluctant to discuss herbal medicines, or recommended against their use, because of lack of knowledge and concerns about their quality, efficacy and potential interactions. CONCLUSION Evidence-based information could help to overcome the current lack of communication about herbal medicines between people with T2DM and health professionals.
Collapse
Affiliation(s)
- Shraddha Sriraman
- Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, UK
| | - Devika Sreejith
- Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, UK
| | - Evie Andrew
- Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, UK
| | - Immaculate Okello
- Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, UK
| | - Merlin Willcox
- Primary Care Research Centre, School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, UK.
| |
Collapse
|
6
|
Agarwal S, Wade AN, Mbanya JC, Yajnik C, Thomas N, Egede LE, Campbell JA, Walker RJ, Maple-Brown L, Graham S. The role of structural racism and geographical inequity in diabetes outcomes. Lancet 2023; 402:235-249. [PMID: 37356447 DOI: 10.1016/s0140-6736(23)00909-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 05/01/2023] [Accepted: 05/04/2023] [Indexed: 06/27/2023]
Abstract
Diabetes is pervasive, exponentially growing in prevalence, and outpacing most diseases globally. In this Series paper, we use new theoretical frameworks and a narrative review of existing literature to show how structural inequity (structural racism and geographical inequity) has accelerated rates of diabetes disease, morbidity, and mortality globally. We discuss how structural inequity leads to large, fixed differences in key, upstream social determinants of health, which influence downstream social determinants of health and resultant diabetes outcomes in a cascade of widening inequity. We review categories of social determinants of health with known effects on diabetes outcomes, including public awareness and policy, economic development, access to high-quality care, innovations in diabetes management, and sociocultural norms. We also provide regional perspectives, grounded in our theoretical framework, to highlight prominent, real-world challenges.
Collapse
Affiliation(s)
- Shivani Agarwal
- Fleischer Institute for Diabetes and Metabolism, Department of Endocrinology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA; New York Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Alisha N Wade
- MRC/Wits Rural Public Health and Health Transitions Research Unit, Wits School of Public Health, University of the Witwatersrand, Johannesburg, South Africa; Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jean Claude Mbanya
- Division of Endocrinology, Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | | | - Nihal Thomas
- Department of Endocrinology, Christian Medical College, Vellore, India
| | - Leonard E Egede
- Department of General Internal Medicine, Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jennifer A Campbell
- Department of General Internal Medicine, Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Rebekah J Walker
- Department of General Internal Medicine, Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Louise Maple-Brown
- Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia; Department of Endocrinology, Royal Darwin and Palmerston Hospitals, Darwin, NT, Australia
| | - Sian Graham
- Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia
| |
Collapse
|
7
|
Danquah I, Mank I, Hampe CS, Meeks KAC, Agyemang C, Owusu-Dabo E, Smeeth L, Klipstein-Grobusch K, Bahendeka S, Spranger J, Mockenhaupt FP, Schulze MB, Rolandsson O. Subgroups of adult-onset diabetes: a data-driven cluster analysis in a Ghanaian population. Sci Rep 2023; 13:10756. [PMID: 37402743 DOI: 10.1038/s41598-023-37494-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 06/22/2023] [Indexed: 07/06/2023] Open
Abstract
Adult-onset diabetes mellitus (here: aDM) is not a uniform disease entity. In European populations, five diabetes subgroups have been identified by cluster analysis using simple clinical variables; these may elucidate diabetes aetiology and disease prognosis. We aimed at reproducing these subgroups among Ghanaians with aDM, and establishing their importance for diabetic complications in different health system contexts. We used data of 541 Ghanaians with aDM (age: 25-70 years; male sex: 44%) from the multi-center, cross-sectional Research on Obesity and Diabetes among African Migrants (RODAM) Study. Adult-onset DM was defined as fasting plasma glucose (FPG) ≥ 7.0 mmol/L, documented use of glucose-lowering medication or self-reported diabetes, and age of onset ≥ 18 years. We derived subgroups by cluster analysis using (i) a previously published set of variables: age at diabetes onset, HbA1c, body mass index, HOMA-beta, HOMA-IR, positivity of glutamic acid decarboxylase autoantibodies (GAD65Ab), and (ii) Ghana-specific variables: age at onset, waist circumference, FPG, and fasting insulin. For each subgroup, we calculated the clinical, treatment-related and morphometric characteristics, and the proportions of objectively measured and self-reported diabetic complications. We reproduced the five subgroups: cluster 1 (obesity-related, 73%) and cluster 5 (insulin-resistant, 5%) with no dominant diabetic complication patterns; cluster 2 (age-related, 10%) characterized by the highest proportions of coronary artery disease (CAD, 18%) and stroke (13%); cluster 3 (autoimmune-related, 5%) showing the highest proportions of kidney dysfunction (40%) and peripheral artery disease (PAD, 14%); and cluster 4 (insulin-deficient, 7%) characterized by the highest proportion of retinopathy (14%). The second approach yielded four subgroups: obesity- and age-related (68%) characterized by the highest proportion of CAD (9%); body fat-related and insulin-resistant (18%) showing the highest proportions of PAD (6%) and stroke (5%); malnutrition-related (8%) exhibiting the lowest mean waist circumference and the highest proportion of retinopathy (20%); and ketosis-prone (6%) with the highest proportion of kidney dysfunction (30%) and urinary ketones (6%). With the same set of clinical variables, the previously published aDM subgroups can largely be reproduced by cluster analysis in this Ghanaian population. This method may generate in-depth understanding of the aetiology and prognosis of aDM, particularly when choosing variables that are clinically relevant for the target population.
Collapse
Affiliation(s)
- Ina Danquah
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany.
| | - Isabel Mank
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany
- German Institute for Development Evaluation (DEval), Bonn, Germany
| | | | - Karlijn A C Meeks
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Public Health, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Charles Agyemang
- Department of Public Health, Amsterdam UMC, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ellis Owusu-Dabo
- Kwame Nkrumah University of Science and Technology (KNUST), Kumasi, Ghana
| | - Liam Smeeth
- London School of Hygiene and Tropical Medicine (LSHTM), London, UK
| | - Kerstin Klipstein-Grobusch
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Joachim Spranger
- Department of Endocrinology and Metabolism, Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Frank P Mockenhaupt
- Institute of Tropical Medicine and International Health, Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Olov Rolandsson
- Department of Public Health and Clinical Medicine, Section of Family Medicine, Umeå University, Umeå, Sweden
| |
Collapse
|
8
|
Hassan S, Gujral UP, Quarells RC, Rhodes EC, Shah MK, Obi J, Lee WH, Shamambo L, Weber MB, Narayan KMV. Disparities in diabetes prevalence and management by race and ethnicity in the USA: defining a path forward. Lancet Diabetes Endocrinol 2023; 11:509-524. [PMID: 37356445 PMCID: PMC11070656 DOI: 10.1016/s2213-8587(23)00129-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 05/01/2023] [Accepted: 05/01/2023] [Indexed: 06/27/2023]
Abstract
Type 2 diabetes disparities in the USA persist in both the prevalence of disease and diabetes-related complications. We conducted a literature review related to diabetes prevention, management, and complications across racial and ethnic groups in the USA. The objective of this review is to summarise the current understanding of diabetes disparities by examining differences between and within racial and ethnic groups and among young people (aged <18 years). We also examine the pathophysiology of diabetes as it relates to race and ethnic differences. We use a conceptual framework built on the socioecological model to categorise the causes of diabetes disparities across the lifespan looking at factors in five domains of health behaviours and social norms, public awareness, structural racism, economic development, and access to high-quality care. The range of disparities in diabetes prevalence and management in the USA calls for a community-engaged and multidisciplinary approach that must involve community partners, researchers, practitioners, health system administrators, and policy makers. We offer recommendations for each of these groups to help to promote equity in diabetes prevention and care in the USA.
Collapse
Affiliation(s)
- Saria Hassan
- Department of Medicine, Emory University, Atlanta, GA, USA; Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA.
| | - Unjali P Gujral
- Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| | - Rakale C Quarells
- Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Department of Community Health and Preventive Medicine, Morehouse School of Medicine, Atlanta, GA, USA
| | - Elizabeth C Rhodes
- Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| | - Megha K Shah
- Department of Family and Preventive Medicine, Emory University, Atlanta, GA, USA; Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA
| | - Jane Obi
- Emory School of Medicine, and the Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA, USA; Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA
| | - Wei-Hsuan Lee
- Department of Medicine, Emory University, Atlanta, GA, USA
| | - Luwi Shamambo
- Department of Medicine, Emory University, Atlanta, GA, USA
| | - Mary Beth Weber
- Emory School of Medicine, and the Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA, USA; Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| | - K M Venkat Narayan
- Department of Medicine, Emory University, Atlanta, GA, USA; Emory School of Medicine, and the Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA, USA; Emory Global Diabetes Research Center, Emory University, Atlanta, GA, USA; Hubert Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| |
Collapse
|
9
|
Ezzatvar Y, García-Hermoso A. Global estimates of diabetes-related amputations incidence in 2010-2020: A systematic review and meta-analysis. Diabetes Res Clin Pract 2023; 195:110194. [PMID: 36464091 DOI: 10.1016/j.diabres.2022.110194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 10/31/2022] [Accepted: 11/28/2022] [Indexed: 12/02/2022]
Abstract
AIMS/HYPOTHESIS This study sought to provide up-to-date pooled global estimates of diabetes-related amputation incidence from 2010 to 2020. METHODS Embase and Medline databases were searched for studies reporting the incidence rate (IR) of diabetes-related amputations from 2010 to 2020. IR estimates of diabetes-related amputations with associated 95% confidence interval (CI) per 100,000 individuals with diabetes were calculated. RESULTS 23 studies were included, reporting 505,390 diabetes-related lower extremity amputations. IR of minor amputations was 139.97 (95% CI 88.18-222.16) per 100,000 individuals with diabetes, among patients with type 1 diabetes was 148.59 (95% CI 65.00-339.68) and in type 2 diabetes was 75.53 (95% CI 29.94-190.54). IR of major amputations was 94.82 (95% CI 56.62-158.80) per 100,000 individuals with diabetes, among patients with type 1 diabetes was 100.76 (95% CI 53.71-189.01) and among type 2 diabetes was 40.58 (95% CI 11.03-149.28). There were 83.84 annual amputations (95% CI 41.67-168.65) per 100,000 women with diabetes and 178.04 (95% CI 81.16-390.55) per 100,000 men. CONCLUSIONS Globally, annual incidence of diabetes-related amputations from 2010 to 2020 has shown to disproportionately affect men and individuals with type 1 diabetes mellitus, although its incidence is not uniform across countries.
Collapse
Affiliation(s)
- Yasmin Ezzatvar
- Department of Nursing, Universitat de València, Valencia, Spain.
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| |
Collapse
|
10
|
Yu D, Osuagwu UL, Pickering K, Baker J, Cutfield R, Wang Z, Cai Y, Orr-Walker BJ, Sundborn G, Zhao Z, Simmons D. Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994-2018: A Multiple Linked Cohort Study. Clin Epidemiol 2023; 15:511-523. [PMID: 37153075 PMCID: PMC10162107 DOI: 10.2147/clep.s402307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 04/17/2023] [Indexed: 05/09/2023] Open
Abstract
Purpose The study aimed to examine the separate population-level contributions of the ethnic and socioeconomic disparities among people with type 2 diabetes mellitus (T2DM) and residence in New Zealand (NZ). Patients and Methods A prospective cohort enrolled T2DM patients from 01/01/1994 into the Diabetes Care Support Service, a primary care audit program in Auckland, NZ. The cohort was linked to national registry databases (socioeconomic status, pharmaceutical claim, hospitalization, and death registration). Each cohort member was followed up till death or the study end time (31/12/2019), whichever came first. Incident clinical events (stroke, myocardial infarction (MI), heart failure (HF), end-stage renal disease (ESRD), and premature mortality (PM)) were used as outcomes. The attributable fractions (AFs) were estimated for the whole population and for specific population with NZ Europeans (NZE) and/or least deprived population as reference, both unadjusted and with adjustment for covariables by Cox Regression models. Results Among 36,267 patients, adjusted population AFs indicated 6.6(-30.8-33.3)% of PM, 17.1(5.8-27.0)% of MI, 35.3(22.6-46.0)% of stroke, 14.3(3.2-24.2)% of HF, and 15.9(6.7-24.2)% of ESRD could be attributed to deprivation; while 14.3(3.3-25.4)% of PM, -3.3(-8.3-1.5)% of MI, -0.5(-6.7-5.3)% of stroke, 4.7(0.3-8.8)% of HF, 13.3(9.9-16.6)% of ESRD could be attributed to ethnicity. Deprivation contributed a significant AF to stroke, while ethnicity was important for ESRD. Gradient of AF for deprivation indicated NZE and Asians were most affected by deprivation across outcomes. Conversely, Māori, with the highest AFs for ethnicity of PM and ESRD, were unaffected by deprivation. At same deprivations, the AFs of MI and stroke were greatest among NZE compared with other ethnic groups; the AF of ESRD was greatest among Māori and Pasifika. Conclusion Both socioeconomic deprivation and ethnicity are strongly associated with outcomes in patients with T2DM in NZ, although the extent of the deprivation gradient is greatest among NZE and Asians, and least among Māori.
Collapse
Affiliation(s)
- Dahai Yu
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
| | - Uchechukwu Levi Osuagwu
- Translational Health Research Institute (THRI), Western Sydney University, Sydney, NSW, Australia
- School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | | | - John Baker
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Counties Manukau Health, Auckland, New Zealand
| | - Richard Cutfield
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Waitemata District Health Board, Auckland, New Zealand
| | - Zheng Wang
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Yamei Cai
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Brandon J Orr-Walker
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Counties Manukau Health, Auckland, New Zealand
| | - Gerhard Sundborn
- Section of Pacific Health, The University of Auckland, Auckland, New Zealand
| | - Zhanzheng Zhao
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - David Simmons
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Translational Health Research Institute (THRI), Western Sydney University, Sydney, NSW, Australia
- School of Medicine, Western Sydney University, Sydney, NSW, Australia
- Correspondence: David Simmons; Zhanzheng Zhao, Department of Nephrology, The First Affiliated Hospital Zhengzhou University, Zhengzhou, 450052, People’s Republic of China, Tel +61 2 4620 3899; +86 139 3852 5666, Fax +61 2 4620 3890; +86 371 6698 8753, Email ;
| |
Collapse
|
11
|
Fang L, Sheng H, Tan Y, Zhang Q. Prevalence of diabetes in the USA from the perspective of demographic characteristics, physical indicators and living habits based on NHANES 2009-2018. Front Endocrinol (Lausanne) 2023; 14:1088882. [PMID: 36960397 PMCID: PMC10028205 DOI: 10.3389/fendo.2023.1088882] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/21/2023] [Indexed: 03/09/2023] Open
Abstract
OBJECTIVE To determine differences in DM in the U.S. population according to demographic characteristics, physical indicators and living habits. METHODS 23 546 participants in the 2009 to 2018 National Health and Nutrition Examination Survey (NHANES) who were 20 year of age or older and not pregnant. All analyses used weighted samples and considered the stratification and clustering of the design. Specific indicators include length of leg (cm), BMI (kg/cm2), TCHOL (mg/dL), fasting plasma glucose (mg/dL) and comparison of means and the proportion of participants with DM. RESULTS The prevalence of DM in the USA has been rising modestly in the past decade, and were consistent and robust for the observed differences in age, sex, and ethnicity. Compared with white participants, black participants and Mexican-American were both more likely (P<0.001) to have diabetes: 14.6% (CI, 13.6% to 15.6%) among black participants, 10.6% (CI, 9.9% to 11.3%) among white participants, and 13.5% (CI, 11.9% to 15.2%) among Mexican-American participants. The prevalence of diabetes is increasing with age, males peaked around the 60s, and women around the 70s. The overall mean leg length and TCHOL was lower in diabetics than in non-diabetics (1.07 cm, 18.67 mg/dL, respectively), while mean BMI were higher in diabetics than in non-diabetics (4.27 kg/cm2). DM had the greatest effect on decline of TCHOL in white participants (23.6 mg/dL), less of an effect in black participants (9.67 mg/dL), and the least effect in Mexican-American participants (8.25 mg/dL). Notably, smoking had great effect on percent increment of DM in whites (0.2%), and have little effect on black and Mexican-Americans. CONCLUSIONS DM is more common in the general population than might be clinically recognized, and the prevalence of DM was associated to varying degrees with many indicators of demographic characteristics, physical indicators, and living habits. These indicators should be linked with medical resource allocation and scientific treatment methods to comprehensively implement the treatment of DM.
Collapse
Affiliation(s)
- Ling Fang
- Shaanxi Key Laboratory of Chinese Medicine Encephalopathy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Huafang Sheng
- Department of Laboratory Medicine, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Yingying Tan
- Shaanxi Key Laboratory of Chinese Medicine Encephalopathy, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Qi Zhang
- Shaanxi Key Laboratory of Chinese Medicine Encephalopathy, Shaanxi University of Chinese Medicine, Xianyang, China
- *Correspondence: Qi Zhang,
| |
Collapse
|
12
|
Abu-Saad K, Daoud N, Kaplan G, Ziv A, Cohen AD, Olmer L, Pollack D, Kalter-Leibovici O. Comparing Patient Perspectives on Diabetes Management to the Deficit-Based Literature in an Ethnic Minority Population: A Mixed-Methods Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14769. [PMID: 36429486 PMCID: PMC9691122 DOI: 10.3390/ijerph192214769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/06/2022] [Accepted: 11/07/2022] [Indexed: 06/16/2023]
Abstract
Marginalized racial/ethnic minorities have disproportionately high rates of type 2 diabetes prevalence, complications and mortality. Researchers and policymakers have typically addressed these disparities using a deficit-based discourse focused on individual/cultural deficiencies or failure. A mixed-methods study was used to compare the deficit discourse to the perspectives of adults with diabetes in the Arab minority in Israel, using data from 10 focus groups (5 men's, 5 women's) and 296 quantitative in-person surveys. Both qualitative and quantitative data were triangulated. In addition, multivariable regression models tested associations between diabetes management perspectives and participant characteristics. Contrary to the deficit-based characterizations of patients as fatalistic and unknowledgeable, participants viewed diabetes as a chronic disease with serious complications. They expressed more support for patient responsibility in diabetes management than for passive fatalism, and were less fatalistic as educational level and adequacy of diabetes self-care training increased. The impact of social/environmental barriers and changing cultural norms on lifestyle behaviors was highlighted. Over 95% used prescription medications for diabetes management, although 35% reported economic barriers. The deficit discourse is not well-aligned with Arab patients' evolving perceptions and needs, and has deflected attention from the socioeconomic/structural determinants of health, and the healthcare system's responsibility to provide effective, culturally-relevant diabetes services.
Collapse
Affiliation(s)
- Kathleen Abu-Saad
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Nihaya Daoud
- Department of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva 84015, Israel
| | - Giora Kaplan
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Arnona Ziv
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Arnon D. Cohen
- Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva 84015, Israel
| | - Liraz Olmer
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Daphna Pollack
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Ofra Kalter-Leibovici
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Ramat Gan 52621, Israel
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 6997801, Israel
| |
Collapse
|
13
|
van Daalen KR, Kaiser J, Kebede S, Cipriano G, Maimouni H, Olumese E, Chui A, Kuhn I, Oliver-Williams C. Racial discrimination and adverse pregnancy outcomes: a systematic review and meta-analysis. BMJ Glob Health 2022; 7:bmjgh-2022-009227. [PMID: 35918071 PMCID: PMC9344988 DOI: 10.1136/bmjgh-2022-009227] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 05/21/2022] [Indexed: 12/27/2022] Open
Abstract
Introduction Racial discrimination has been consistently linked to various health outcomes and health disparities, including studies associating racial discrimination with patterns of racial disparities in adverse pregnancy outcomes. To expand our knowledge, this systematic review and meta-analysis assesses all available evidence on the association between self-reported racial discrimination and adverse pregnancy outcomes. Methods Eight electronic databases were searched without language or time restrictions, through January 2022. Data were extracted using a pre-piloted extraction tool. Quality assessment was conducted using the Newcastle–Ottawa Scale (NOS), and across all included studies using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. Random effects meta-analyses were performed on preterm birth and small for gestational age. Heterogenicity was assessed using Cochran’s χ2 test and I2 statistic. Results Of 13 597 retrieved records, 24 articles were included. Studies included cohort, case–control and cross-sectional designs and were predominantly conducted in the USA (n=20). Across all outcomes, significant positive associations (between experiencing racial discrimination and an adverse pregnancy event) and non-significant associations (trending towards positive) were reported, with no studies reporting significant negative associations. The overall pooled odds ratio (OR) for preterm birth was 1.40 (95% CI 1.17 to 1.68; 13 studies) and for small for gestational age it was 1.23 (95% CI 0.76 to 1.99; 3 studies). When excluding low-quality studies, the preterm birth OR attenuated to 1.31 (95% CI 1.08 to 1.59; 10 studies). Similar results were obtained across sensitivity and subgroup analyses, indicating a significant positive association. Conclusion These results suggest that racial discrimination has adverse impacts on pregnancy outcomes. This is supported by the broader literature on racial discrimination as a risk factor for adverse health outcomes. To further explore this association and underlying mechanisms, including mediating and moderating factors, higher quality evidence from large ethnographically diverse cohorts is needed.
Collapse
Affiliation(s)
- Kim Robin van Daalen
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Cambridge University, Cambridge, UK
| | - Jeenan Kaiser
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Samuel Kebede
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York City, USA
| | | | | | | | - Anthea Chui
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Isla Kuhn
- Medical Library, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Clare Oliver-Williams
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Cambridge University, Cambridge, UK
| |
Collapse
|
14
|
Mariadoss AVA, Sivakumar AS, Lee CH, Kim SJ. Diabetes mellitus and diabetic foot ulcer: Etiology, biochemical and molecular based treatment strategies via gene and nanotherapy. Biomed Pharmacother 2022; 151:113134. [PMID: 35617802 DOI: 10.1016/j.biopha.2022.113134] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/05/2022] [Accepted: 05/15/2022] [Indexed: 12/06/2022] Open
Abstract
Diabetes mellitus (DM) is a collection of metabolic and pathophysiological disorders manifested with high glucose levels in the blood due to the inability of β-pancreatic cells to secrete an adequate amount of insulin or insensitivity of insulin towards receptor to oxidize blood glucose. Nevertheless, the preceding definition is only applicable to people who do not have inherited or metabolic disorders. Suppose a person who has been diagnosed with Type 1 or Type 2DM sustains an injury and the treatment of the damage is complicated and prolonged. In that case, the injury is referred to as a diabetic foot ulcer (DFU). In the presence of many proliferating macrophages in the injury site for an extended period causes the damage to worsen and become a diabetic wound. In this review, the scientific information and therapeutic management of DM/DFU with nanomedicine, and other related data were collected (Web of Science and PubMed) from January 2000 to January 2022. Most of the articles revealed that standard drugs are usually prescribed along with hypoglycaemic medications. Conversely, such drugs stabilize the glucose transporters and homeostasis for a limited period, resulting in side effects such as kidney damage/failure, absorption/gastrointestinal problems, and hypoglycemic issues. In this paper, we review the current basic and clinical evidence about the potential of medicinal plants, gene therapy, chemical/green synthesized nanoparticles to improving the metabolic profile, and facilitating the DM and DFU associated complications. Preclinical studies also reported lower plasma glucose with molecular targets in DM and DFU. Research is underway to explore chemical/green synthesized nanoparticle-based medications to avoid such side effects. Hence, the present review is intended to address the current challenges, recently recognized factors responsible for DM and DFU, their pathophysiology, insulin receptors associated with DM, medications in trend, and related complications.
Collapse
Affiliation(s)
- Arokia Vijaya Anand Mariadoss
- Department of Orthopaedic Surgery, Dongtan Sacred Heart Hospital, Hallym University, College of Medicine, Hwaseong, Republic of Korea
| | - Allur Subramaniyan Sivakumar
- Department of Orthopaedic Surgery, Dongtan Sacred Heart Hospital, Hallym University, College of Medicine, Hwaseong, Republic of Korea
| | - Chang-Hun Lee
- Department of New Biology, Daegu Gyeongbuk Institute of Science and Technology, Daegu, Republic of Korea
| | - Sung Jae Kim
- Department of Orthopaedic Surgery, Dongtan Sacred Heart Hospital, Hallym University, College of Medicine, Hwaseong, Republic of Korea.
| |
Collapse
|
15
|
Pöhlmann J, Bergenheim K, Garcia Sanchez JJ, Rao N, Briggs A, Pollock RF. Modeling Chronic Kidney Disease in Type 2 Diabetes Mellitus: A Systematic Literature Review of Models, Data Sources, and Derivation Cohorts. Diabetes Ther 2022; 13:651-677. [PMID: 35290625 PMCID: PMC8991383 DOI: 10.1007/s13300-022-01208-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 01/20/2022] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION As novel therapies for chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) become available, their long-term benefits should be evaluated using CKD progression models. Existing models offer different modeling approaches that could be reused, but it may be challenging for modelers to assess commonalities and differences between the many available models. Additionally, the data and underlying population characteristics informing model parameters may not always be evident. Therefore, this study reviewed and summarized existing modeling approaches and data sources for CKD in T2DM, as a reference for future model development. METHODS This systematic literature review included computer simulation models of CKD in T2DM populations. Searches were implemented in PubMed (including MEDLINE), Embase, and the Cochrane Library, up to October 2021. Models were classified as cohort state-transition models (cSTM) or individual patient simulation (IPS) models. Information was extracted on modeled kidney disease states, risk equations for CKD, data sources, and baseline characteristics of derivation cohorts in primary data sources. RESULTS The review identified 49 models (21 IPS, 28 cSTM). A five-state structure was standard among state-transition models, comprising one kidney disease-free state, three kidney disease states [frequently including albuminuria and end-stage kidney disease (ESKD)], and one death state. Five models captured CKD regression and three included cardiovascular disease (CVD). Risk equations most commonly predicted albuminuria and ESKD incidence, while the most predicted CKD sequelae were mortality and CVD. Most data sources were well-established registries, cohort studies, and clinical trials often initiated decades ago in predominantly White populations in high-income countries. Some recent models were developed from country-specific data, particularly for Asian countries, or from clinical outcomes trials. CONCLUSION Modeling CKD in T2DM is an active research area, with a trend towards IPS models developed from non-Western data and single data sources, primarily recent outcomes trials of novel renoprotective treatments.
Collapse
Affiliation(s)
| | - Klas Bergenheim
- Global Market Access and Pricing, BioPharmaceuticals, AstraZeneca, Gothenburg, Sweden
| | | | - Naveen Rao
- Global Market Access and Pricing, BioPharmaceuticals, AstraZeneca, Cambridge, UK
| | - Andrew Briggs
- London School of Hygiene and Tropical Medicine, London, UK
| | | |
Collapse
|
16
|
Champakanath A, Akturk HK, Alonso GT, Snell-Bergeon JK, Shah VN. Continuous Glucose Monitoring Initiation Within First Year of Type 1 Diabetes Diagnosis Is Associated With Improved Glycemic Outcomes: 7-Year Follow-Up Study. Diabetes Care 2022; 45:750-753. [PMID: 35018417 DOI: 10.2337/dc21-2004] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 12/03/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate long-term glycemic outcomes of continuous glucose monitoring (CGM) initiation within the first year of type 1 diabetes diagnosis. RESEARCH DESIGN AND METHODS Patients with type 1 diabetes (N = 396) were divided into three groups: 1) CGM (CGM use within 1 year of diabetes diagnosis and continued through the study), 2) no-CGM (no CGM use throughout the study), and 3) new-CGM (CGM use after 3 years since diabetes diagnosis). Patients were followed up to 7 years. RESULTS A1c was significantly lower in the CGM compared with the no-CGM group throughout 7 years of follow-up (least squares mean A1c values: 6 months, 7.3% vs. 8.1%; 1 year, 7.4% vs. 8.6%; 2 years, 7.7% vs. 9.1%; 3 years, 7.6% vs. 9.3%; 4 years, 7.4% vs. 9.6%; 5 years, 7.6% vs. 9.7%; 6 years, 7.5% vs. 10.0%; and 7 years, 7.6% vs. 9.8%; for all, P < 0.001) adjusting for age at diagnosis, sex, and insulin delivery method. CONCLUSIONS CGM initiation within first year of type 1 diabetes diagnosis results in long-term improvement in A1c.
Collapse
|