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Aikaeli F, Njim T, Gissing S, Moyo F, Alam U, Mfinanga SG, Okebe J, Ramaiya K, Webb EL, Jaffar S, Garrib A. Prevalence of microvascular and macrovascular complications of diabetes in newly diagnosed type 2 diabetes in low-and-middle-income countries: A systematic review and meta-analysis. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000599. [PMID: 36962416 PMCID: PMC10021817 DOI: 10.1371/journal.pgph.0000599] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 05/19/2022] [Indexed: 11/19/2022]
Abstract
There is an excessive burden of diabetes complications in low-resource settings. We conducted a systematic review to determine the nature and frequency of diabetes complications in newly diagnosed with type 2 diabetes. A systematic search was performed using Medline, CINAHL and Global Health online databases from inception to July 2020. Articles reporting prevalence of microvascular or macrovascular complications within six months of type 2 diabetes diagnosis and published in English or French from low- and middle-income countries (LMICs) were eligible for analysis. Data were extracted using a standardized data extraction tool. Descriptive statistics were used to describe the prevalence of micro and macrovascular complications in newly diagnosed type 2 diabetes. Assessment of heterogeneity was conducted using the inconsistency index (I2) and Cochran-Q chi2 statistical tests. Publication bias was assessed by the Funnel plot and Egger test. A total of 3 292 records underwent title or abstract screening and 95 articles underwent full text review. Thirty-three studies describing 13 283 participants (aged 20 years and older) met the inclusion criteria. The eligible studies were from Asia (n = 24), Africa (n = 4), Oceania (n = 2), South America (n = 2) and the Caribbean (n = 1). For microvascular complications, the median prevalence (interquartile range) of retinopathy, nephropathy and neuropathy were 12% (6%-15%), 15% (7%-35%) and 16% (10%25%) respectively. For macrovascular complications, the median prevalence (interquartile range) was 10% (7%-17%) for ischaemic heart disease, 6% (1%-20%) for peripheral arterial disease and 2% (1%-4%) for stroke. There was evidence of substantial heterogeneity between studies for all outcomes (I2 > 90%. We found a high prevalence of complications in newly diagnosed type 2 diabetes in LMICs. Findings suggest that many people live with diabetes and are only diagnosed when they present with complications in LMICs. Research is needed to guide timely and effective identification of people living with diabetes in these settings.
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Affiliation(s)
- Faith Aikaeli
- Muhimbili Medical Research Centre, National Institute for Medical Research, Dar Es Salaam, Tanzania
| | - Tsi Njim
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Stefanie Gissing
- School of Public Health Yorkshire & Humber, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Faith Moyo
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Uazman Alam
- Institute of Life Course and Medical Sciences and the Pain Research Institute, University of Liverpool and Liverpool University Hospital NHS Foundation Trust, Liverpool, United Kingdom
- Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, United Kingdom
| | - Sayoki G Mfinanga
- Muhimbili Medical Research Centre, National Institute for Medical Research, Dar Es Salaam, Tanzania
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Joseph Okebe
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | | | - Emily L Webb
- Medical Research Council International Statistics and Epidemiology Group, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Shabbar Jaffar
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Anupam Garrib
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
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Casadei G, Filippini M, Brognara L. Glycated Hemoglobin (HbA1c) as a Biomarker for Diabetic Foot Peripheral Neuropathy. Diseases 2021; 9:16. [PMID: 33671807 PMCID: PMC8006047 DOI: 10.3390/diseases9010016] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 02/18/2021] [Accepted: 02/19/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) is known to predict foot ulceration, lower-extremity amputation and mortality. Patients with diabetes mellitus have a predisposition toward developing chronic inflammatory demyelinating polyneuropathy, and this may also facilitate the formation of diabetic foot and cutaneous impairment, which are considered one of the most serious impairments of diabetes mellitus, with a prevalence of 4-10% in this population. Biomarkers research provides opportunities for the early diagnosis of these complications for specific treatments useful to prevent amputation and, therefore, physical inability and mental disturbance. The recent literature has suggested that glycemic levels may be a novel factor in the pathogenesis of diabetic foot complications and is an important mediator of axonal dysfunction. The aim of this systematic literary review is to determine whether hemoglobin A1c (HbA1c) is a positive predictor for diabetic foot peripheral neuropathy and its complications, such as foot cutaneous impairments. There is a lack of consensus regarding the effect of glycemic variability on diabetic foot peripheral neuropathy, unlike other complications such as retinopathy, nephropathy or micro/macrovascular pathology Methods: Relevant articles were searched in the Medline database using PubMed and Scopus and relevant keywords. The primary search terms used were "glycated hemoglobin" OR "HbA1c" AND "diabetic neuropathies" AND "Foot". RESULTS A number of articles (336) were initially identified while searching the scientific literature regarding this topic, and 32 articles were selected and included in this review. CONCLUSIONS This review highlights the role of HbA1c in diabetic foot peripheral neuropathy. Biomarkers play an important role in the decision-making process, and HbA1c levels are extensively used for diabetic foot clinical outcomes and settings, but biomarker research in diabetic foot peripheral neuropathy is in its infancy and will require careful attention to a number of factors and associations, since the consequences of DPN also include neurological alterations. HbA1c is an accurate and easy-to-administer test and can be an effective biomarker in establishing the diagnosis of diabetes, but future research should focus on standardizing the HbA1c level and selecting which DPN value and its correlated complications, such as foot cutaneous impairments, are the most informative.
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Affiliation(s)
- Giulia Casadei
- Medical Clinic of Doctor Accorsi, Via della Ghisiliera 5, 40123 Bologna, Italy; (G.C.); (M.F.)
| | - Marta Filippini
- Medical Clinic of Doctor Accorsi, Via della Ghisiliera 5, 40123 Bologna, Italy; (G.C.); (M.F.)
| | - Lorenzo Brognara
- Department of Biomedical and Neuromotor Science, University of Bologna, Via Ugo Foscolo 7, 40123 Bologna, Italy
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Lee W, Lloyd JT, Giuriceo K, Day T, Shrank W, Rajkumar R. Systematic review and meta-analysis of patient race/ethnicity, socioeconomics, and quality for adult type 2 diabetes. Health Serv Res 2020; 55:741-772. [PMID: 32720345 DOI: 10.1111/1475-6773.13326] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To review the evidence of the association between performance in eight indicators of diabetes care and a patient's race/ethnicity and socioeconomic characteristics. DATA SOURCE Studies of adult patients with type 2 diabetes in MEDLINE published between January 1, 2000, and December 31, 2018. STUDY DESIGN Systematic review and meta-analysis of regression-based studies including race/ethnicity and income or education as explanatory variables. Meta-analysis was used to quantify differences in performance associated with patient race/ethnicity or socioeconomic characteristics. The systematic review was used to identify potential mechanisms of disparities. DATA COLLECTION Two coauthors separately conducted abstract screening, study exclusions, data extraction, and scoring of retained studies. Estimates in retained studies were extracted and, where applicable, were standardized and converted to odds ratios and standard errors. PRINCIPAL FINDINGS Performance in intermediate outcomes and process measures frequently exhibited differences by race/ethnicity even after adjustment for socioeconomic, lifestyle, and health factors. Meta-analyses showed black patients had lower odds of HbA1c and blood pressure (BP) control (OR range: 0.67-0.68, P < .05) but higher odds of receiving eye or foot examination (OR range: 1.22-1.47, P < .05) relative to white patients. A high school degree or more was associated with higher odds of HbA1c control and receipt of eye examinations compared to patients without a degree. Meta-analyses of income included a handful of studies and were inconsistently associated with diabetes care performance. Differences in diabetes performance appear to be related to access-related factors such as uninsurance or lacking a usual source of care; food insecurity and trade-offs at very low incomes; and lower adherence among younger and healthier diabetes patients. CONCLUSIONS Patient race/ethnicity and education were associated with differences in diabetes quality measures. Depending on the approach used to rate providers, not adjusting for these patient characteristics may penalize or reward providers based on the populations they serve.
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Affiliation(s)
- Woolton Lee
- Centers for Medicare and Medicaid Services, Baltimore, Maryland
| | | | | | - Timothy Day
- Centers for Medicare and Medicaid Services, Baltimore, Maryland
| | | | - Rahul Rajkumar
- Blue Cross Blue Shield of North Carolina, Durham, North Carolina
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Bakke Å, Tran AT, Dalen I, Cooper JG, Løvaas KF, Jenum AK, Berg TJ, Madsen TV, Nøkleby K, Gjelsvik B, Claudi T, Skeie S, Carlsen S, Sandberg S, Thue G. Population, general practitioner and practice characteristics are associated with screening procedures for microvascular complications in Type 2 diabetes care in Norway. Diabet Med 2019; 36:1431-1443. [PMID: 30343522 DOI: 10.1111/dme.13842] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/18/2018] [Indexed: 12/30/2022]
Abstract
AIMS To assess population, general practitioner (GP) and practice characteristics associated with the performance of microvascular screening procedures and to propose strategies to improve Type 2 diabetes care. METHODS A cross-sectional survey in Norway (281 GPs from 77 practices) identified 8246 people with a Type 2 diabetes duration of 1 year or more. We used multilevel regression models with either the recording of at least two of three recommended screening procedures (albuminuria, monofilament, eye examination) or each procedure separately as dependent variable (yes/no), and characteristics related to the person with diabetes, GP or practice as independent variables. RESULTS The performance of recommended screening procedures was recorded in the following percentages: albuminuria 31.5%, monofilament 27.5% and eye examination 60.0%. There was substantial heterogeneity between practices, and between GPs within practices for all procedures. Compared with people aged 60-69 years, those aged < 50 years were less likely to have an albuminuria test performed [odds ratio (OR) 0.75, 95% CI 0.61 to 0.93] and eye examination (OR 0.79, 95% CI 0.66 to 0.95). People with macrovascular disease had fewer screening procedures recorded (OR 0.68, 95% CI 0.59 to 0.78). Use of an electronic diabetes form was associated with improved screening (OR 2.65, 95% CI 1.86 to 3.78). GPs with high workload recorded fewer procedures (OR 0.59, 95% CI 0.39 to 0.90). CONCLUSIONS Performance of screening procedures was suboptimal overall, and in people who should be prioritized. Performance varied substantially between GPs and practices. The use of a structured diabetes form should be mandatory.
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Affiliation(s)
- Å Bakke
- Department of Medicine, Stavanger University Hospital, Stavanger
- Department of Global Public Health and Primary Care, University of Bergen, Bergen
| | - A T Tran
- Department of General Practice, Institute of Health and Society, University of Oslo, Oslo
| | - I Dalen
- Department of Research, Section of Biostatistics, Stavanger University Hospital, Stavanger
| | - J G Cooper
- Department of Medicine, Stavanger University Hospital, Stavanger
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
| | - K F Løvaas
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
| | - A K Jenum
- General Practice Research Unit (AFE), Department of General Practice, Institute of Health and Society, University of Oslo, Oslo
| | - T J Berg
- Institute of Clinical Medicine, University of Oslo, Oslo
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo
| | - T V Madsen
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
| | - K Nøkleby
- Department of General Practice, Institute of Health and Society, University of Oslo, Oslo
| | - B Gjelsvik
- Department of General Practice, Institute of Health and Society, University of Oslo, Oslo
| | - T Claudi
- Nordland Hospital, Department of Medicine, Bodø
| | - S Skeie
- Department of Medicine, Stavanger University Hospital, Stavanger
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - S Carlsen
- Department of Medicine, Stavanger University Hospital, Stavanger
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
| | - S Sandberg
- Department of Global Public Health and Primary Care, University of Bergen, Bergen
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
- Laboratory of Clinical Biochemistry, Haukeland University Hospital, Bergen, Norway
| | - G Thue
- Department of Global Public Health and Primary Care, University of Bergen, Bergen
- Norwegian Quality Improvement of Laboratory Examinations, Haraldsplass Deaconess Hospital, Bergen
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Živković M, Tönjes A, Baber R, Wirkner K, Loeffler M, Engel C. Prevalence of moderately increased albuminuria among individuals with normal HbA1c level but impaired glucose tolerance: Results from the LIFE-Adult-Study. Endocrinol Diabetes Metab 2018; 1:e00030. [PMID: 30815561 PMCID: PMC6354744 DOI: 10.1002/edm2.30] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 06/04/2018] [Accepted: 06/08/2018] [Indexed: 12/20/2022] Open
Abstract
AIMS Diabetes screening strategies using glycated haemoglobin (HbA1c) as first-instance diagnostic parameter may cause failure to detect individuals with abnormal glucose regulation and possible signs of microvascular complications despite "rule-out" HbA1c levels. This cross-sectional study examined the diagnostic performance of HbA1c in relation to fasting and two-hour postload plasma glucose (FPG/2 h-PG), and investigated whether individuals with normal HbA1c but abnormal FPG/2 h-PG have a higher prevalence of moderately increased albuminuria as possible sign of early stage kidney damage. METHODS A total of 2695 individuals (age 40-79 years, 48% men) without prior diagnosis of diabetes and complete measurement of HbA1c, FPG, 2 h-PG and urine albumin-creatinine ratio (UACR) were taken from a large population-based epidemiological study in the City of Leipzig, Germany. RESULTS A total of 2439 individuals (90.5%, 95% CI: 89.4-91.6) had normal HbA1c levels, <39 mmol/mol (<5.7%), while 234 (8.7%, 95% CI: 7.7-9.8) had prediabetes, HbA1c ≥39 and <48 mmol/mol (≥5.7 and <6.5%), and 22 (0.8%, 95% CI: 0.5-1.2) had diabetes, HbA1c ≥48 mmol/mol (≥6.5%), according to HbA1c. Among individuals with normal HbA1c, 35.6% (95% CI: 33.7-37.5) had impaired fasting glucose or impaired glucose tolerance and 1.8% (95% CI: 1.4-2.4) had diabetes according to FPG/2 h-PG. Individuals with normal HbA1c but prediabetic or diabetic FPG/2 h-PG had a significantly higher prevalence of moderately increased albuminuria (9.4%, 95% CI: 7.6-11.5 and 13.3%, 95% CI: 5.8-25.4, respectively) than individuals with normal HbA1c and normal FPG/2 h-PG (3.9%, 95% CI: 3.0-5.0). CONCLUSIONS The prevalence of prediabetes according to FPG/2 h-PG among individuals with normal HbA1c is considerably high, and the prevalence of moderately increased albuminuria in this group is significantly elevated. Risk factors for diabetes such as age, gender and BMI may help to better identify this at-risk group.
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Affiliation(s)
- Mila Živković
- LIFE – Leipzig Research Centre for Civilization DiseasesUniversity of LeipzigLeipzigGermany
- Institute for Medical Informatics, Statistics and EpidemiologyUniversity of LeipzigLeipzigGermany
| | - Anke Tönjes
- Department of MedicineUniversity of LeipzigLeipzigGermany
| | - Ronny Baber
- LIFE – Leipzig Research Centre for Civilization DiseasesUniversity of LeipzigLeipzigGermany
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular DiagnosticsUniversity of LeipzigLeipzigGermany
| | - Kerstin Wirkner
- LIFE – Leipzig Research Centre for Civilization DiseasesUniversity of LeipzigLeipzigGermany
| | - Markus Loeffler
- LIFE – Leipzig Research Centre for Civilization DiseasesUniversity of LeipzigLeipzigGermany
- Institute for Medical Informatics, Statistics and EpidemiologyUniversity of LeipzigLeipzigGermany
| | - Christoph Engel
- LIFE – Leipzig Research Centre for Civilization DiseasesUniversity of LeipzigLeipzigGermany
- Institute for Medical Informatics, Statistics and EpidemiologyUniversity of LeipzigLeipzigGermany
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Morkos M, Tahsin B, Fogg L, Fogelfeld L. Newly diagnosed type 2 diabetes in an ethnic minority population: clinical presentation and comparison to other populations. BMJ Open Diabetes Res Care 2018; 6:e000568. [PMID: 30397492 PMCID: PMC6203026 DOI: 10.1136/bmjdrc-2018-000568] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 08/21/2018] [Accepted: 09/05/2018] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE To characterize the clinical presentation of newly diagnosed type 2 diabetes of ethnic minority adults in Chicago and compare with other populations. RESEARCH DESIGN AND METHODS Cross-sectional study examining the data of 2280 patients newly diagnosed with type 2 diabetes treated between 2003 and 2013 in a large Chicago public healthcare system. RESULTS Mean age of the patients was 49±11.3 years, men 54.4%, African-Americans 48.1%, Hispanics 32.5%, unemployed 69.9%, uninsured 82.2%, English-speaking 75.1%, and body mass index was 32.8±7.4 kg/m2. Microvascular complications were present in 50.1% and macrovascular complications in 13.4%. There was a presence of either macrovascular or microvascular complications correlated with older age, hypertension, dyslipidemia, inactivity, speaking English, and being insured (p<0.01). Glycosylated hemoglobin A1c (HbA1c) at presentation did not correlate with diabetes complications. In our cohort, when compared with a diverse population in the UK and insured population in the USA, HbA1c at presentation was 10.0% (86 mmol/mol), 6.6% (49 mmol/mol), and 8.2% (66 mmol/mol); nephropathy was 22.2%, 16.7%, and 5.7%; retinopathy was 10.7%, 7.9%, and 1.4%; and neuropathy was 27.7%, and 6.7% in the UK (p<0.001). There were no significant differences between groups in the prevalence of macrovascular complications. CONCLUSION These results show the vulnerability of underserved and underinsured patients for developing diabetes complications possibly related to a delayed diagnosis.
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Affiliation(s)
- Michael Morkos
- Division of Endocrinology and Diabetes, John H. Stroger, Jr. Hospital of Cook County and Rush University Medical Center, Chicago, Illinois, USA
| | - Bettina Tahsin
- Division of Endocrinology and Diabetes, John H. Stroger, Jr. Hospital of Cook County and Rush University Medical Center, Chicago, Illinois, USA
| | - Louis Fogg
- Community, Systems, and Mental Health Nursing, Rush University College of Nursing, Chicago, Illinois, USA
| | - Leon Fogelfeld
- Division of Endocrinology and Diabetes, John H. Stroger, Jr. Hospital of Cook County and Rush University Medical Center, Chicago, Illinois, USA
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