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Daultrey H, Oliver NS, Wright J, Levett TJ, Chakera AJ. What Is the Influence of HIV Serostatus on HbA1c? A Prospective Analysis Using Continuous Glucose Monitoring. Diabetes Care 2024; 47:1379-1385. [PMID: 38805493 DOI: 10.2337/dc24-0225] [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: 02/02/2024] [Accepted: 05/01/2024] [Indexed: 05/30/2024]
Abstract
OBJECTIVE Type 2 diabetes (T2D) is reported to be more common in people living with HIV (PLWH). Clinical guidelines recommend screening for diabetes in PLWH, but there is no agreed method due to studies reporting HbA1c is falsely low in PLWH. These studies were performed in the early HIV era when participants were taking older preparations of antiretroviral therapy that are rarely used today. We aimed to investigate whether HIV serostatus influences HbA1c. RESEARCH DESIGNS AND METHODS We conducted a prospective cohort study of PLWH and age- and sex-matched HIV-negative participants who were purposely recruited from clinics in Brighton, U.K. Each participant wore a Dexcom G6 continuous glucose monitor (CGM) for up to 10 days, had glucose measured during an oral glucose tolerance test, and fructosamine and paired HbA1c were measured. We performed regression analysis to assess the influence of HIV on HbA1c and used a separate model for CGM glucose, venous glucose, and fructosamine. In addition, we included predictor variables used in previous studies that explored HbA1c discrepancy. RESULTS We recruited 60 PLWH (90% men, 50% with T2D, mean ± SD age 57 ± 10.7 years, 100% undetectable viral load) and 48 people without HIV (92% men, 30% with T2D, mean age 57.7 ± 8.9 years). We found that HIV serostatus did not have a significant influence on HbA1c within the regression models. CONCLUSIONS We performed a comprehensive assessment of glycemia to assess whether HIV serostatus influences HbA1c. We did not find any strong evidence that HIV serostatus influenced HbA1c. The results of our study support incorporating HbA1c into routine clinical blood work in PLWH.
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Affiliation(s)
| | - Nick S Oliver
- Division of Diabetes, Endocrinology and Metabolism, Imperial College London, London, U.K
| | | | - Tom J Levett
- Brighton and Sussex Medical School, Brighton, East Sussex, U.K
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Mosepele M, Ponatshego P, Molebatsi K, Williams C, Mokgatlhe L, Lockman S, Youssouf N, Gross R, Jarvis J, Wang D, Jaffar S. High prevalence of albuminuria among adult males living with HIV in Botswana. Sci Rep 2024; 14:14432. [PMID: 38910157 PMCID: PMC11194263 DOI: 10.1038/s41598-024-65099-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 06/17/2024] [Indexed: 06/25/2024] Open
Abstract
Chronic HIV disease is associated with a fivefold increase in albuminuria outside of sub-Saharan Africa. However, very little is known about albuminuria risk among people living with HIV (PLWH) in sub-Saharan Africa. Therefore, we conducted a cross-sectional observational HIV clinic-based study of albuminuria among 1533 adults aged 21 years or older between January 2020 and January 2021 in Gaborone, Botswana. Clinical albuminuria was defined using a sex-based albumin‒creatinine ratio (ACR) of 25-355 mg/g for females and 17-250 mg/g for males. The study population mean age was 48.5 (SD 10.3) years, and 764/1533 (49.7%) were female. The overall prevalence of albuminuria was 20.7% (95% CI 18.7%, 22.8%). A higher proportion of males were more likely to be categorized as having albuminuria than females, 25% (95% CI 22.0, 28.2) versus 16.4% (95% CI 13.8,19.2), P value < 0.001. In the final multivariate models, predictors of albuminuria differed by sex group. Larger longitudinal studies are required to evaluate the impact of albuminuria among PLWH with particular emphasis on the effect of sex on the risk of albuminuria.
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Affiliation(s)
- Mosepele Mosepele
- Botswana Harvard Health Partnership, Gaborone, Botswana.
- Faculty of Medicine, University of Botswana, Gaborone, Botswana.
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA.
| | | | | | | | - Lucky Mokgatlhe
- Department of Statistics, University of Botswana, Gaborone, Botswana
| | - Shahin Lockman
- Botswana Harvard Health Partnership, Gaborone, Botswana
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA
| | - Nabila Youssouf
- Botswana Harvard Health Partnership, Gaborone, Botswana
- London School of Hygiene and Tropical Medicine, London, UK
| | - Robert Gross
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Joseph Jarvis
- Botswana Harvard Health Partnership, Gaborone, Botswana
- London School of Hygiene and Tropical Medicine, London, UK
| | - Duolao Wang
- Liverpool School of Tropical Medicine, Liverpool, UK
| | - Shabbar Jaffar
- UCL Institute for Global Health, University College London, London, UK
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Daultrey H, Levett T, Oliver N, Vera J, Chakera AJ. HIV and type 2 diabetes: An evolving story. HIV Med 2024; 25:409-423. [PMID: 38111214 DOI: 10.1111/hiv.13595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 11/17/2023] [Indexed: 12/20/2023]
Abstract
INTRODUCTION Diabetes is widely reported to be more common in people living with HIV (PLWH). Much of the data supporting this originated during the earlier HIV era. The perceived increased risk of type 2 diabetes is reflected in HIV clinical guidelines that recommend screening for diabetes in PLWH on anti-retroviral therapy (ART). However, international HIV clinical guidelines do not agree on the best marker of glycaemia to screen for diabetes. This stems from studies that suggest HbA1c underestimates glycaemia in PLWH. METHODS Within this review we summarise the literature surrounding the association of HIV and type 2 diabetes and how this has changed over time. We also present the evidence on HbA1c discrepancy in PLWH. CONCLUSION We suggest there is no basis to any international guidelines to restrict HbA1c based on HIV serostatus. We recommend, using the current evidence, that PLWH should be screened annually for diabetes in keeping with country specific guidance. Finally, we suggest future work to elucidate phenotype and natural history of type 2 diabetes in PLWH across all populations.
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Affiliation(s)
| | - Tom Levett
- Brighton and Sussex Medical School, Brighton, UK
| | | | - Jaime Vera
- Brighton and Sussex Medical School, Brighton, UK
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Kone N, Cassim N, Maposa I, George JA. Diabetic control and compliance using glycated haemoglobin (HbA1C) testing guidelines in public healthcare facilities of Gauteng province, South Africa. PLoS One 2023; 18:e0278789. [PMID: 37585388 PMCID: PMC10431606 DOI: 10.1371/journal.pone.0278789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 08/02/2023] [Indexed: 08/18/2023] Open
Abstract
OBJECTIVE This study aimed at evaluating diabetic control and compliance with testing guidelines, across healthcare facilities of Gauteng Province, South Africa, as well as factors associated with time to achieve control. South Africa's estimated total unmet need for care for patients with type 2 diabetes mellitus is 80%. RESEARCH DESIGN, METHODS AND FINDINGS The data of 511 781 patients were longitudinally evaluated. Results were reported by year, age category, race, sex, facility and test types. HbA1C of ≤7% was reported as normal, >7 - ≤9% as poor control and >9% as very poor control. The chi-squared test was used to assess the association between a first-ever HbA1C status and variables listed above. The Kaplan-Meier analysis was used to assess probability of attaining control among those who started with out-of-control HbA1C. The extended Cox regression model assessed the association between time to attaining HbA1C control from date of treatment initiation and several covariates. We reported hazard ratios, 95% confidence intervals and p-values. Data is reported for 511 781 patients with 705 597 laboratory results. Poorly controlled patients constituted 51.5%, with 29.6% classified as very poor control. Most poorly controlled patients had only one test over the entire study period. Amongst those who started with poor control status and had at least two follow-up measurements, the likelihood of achieving good control was higher in males (adjusted Hazard Ratio (aHR) = 1.16; 95% CI:1.12-1.20; p<0.001) and in those attending care at hospitals (aHR = 1.99; 95% CI:1.92-2.06; p<0.001). CONCLUSION This study highlights poor adherence to guidelines for diabetes monitoring.
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Affiliation(s)
- Ngalulawa Kone
- Department of Chemical Pathology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - Naseem Cassim
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Innocent Maposa
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Jaya Anna George
- Department of Chemical Pathology, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service (NHLS), Johannesburg, South Africa
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Fina Lubaki JP, Omole OB, Francis JM. Glycaemic control among type 2 diabetes patients in sub-Saharan Africa from 2012 to 2022: a systematic review and meta-analysis. Diabetol Metab Syndr 2022; 14:134. [PMID: 36127712 PMCID: PMC9487067 DOI: 10.1186/s13098-022-00902-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/05/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND There is an increased burden of diabetes globally including in sub-Saharan Africa. The literature shows that glycaemic control among type 2 diabetes patients is poor in most countries in sub-Saharan Africa. Understanding the factors influencing glycaemic control in this region is therefore important to develop interventions to optimize glycaemic control. We carried out a systematic review to determine the prevalence and factors associated with glycaemic control in sub-Saharan Africa to inform the development of a glycaemic control framework in the Democratic Republic of the Congo. METHODS We searched five databases (African Index Medicus, Africa-Wide Information, Global Health, PubMed, and Web of Science) using the following search terms: type-2 diabetes, glycaemic control, and sub-Saharan Africa. Only peer-reviewed articles from January 2012 to May 2022 were eligible for this review. Two reviewers, independently, selected articles, assessed their methodological quality using Joanna Briggs checklists, and extracted data. A meta-analysis was performed to estimate the prevalence of glycaemic control. Factors associated with glycaemic control were presented as a narrative synthesis due to heterogeneity as assessed by the I2. RESULTS A total of 74 studies, involving 21,133 participants were included in the review. The pooled prevalence of good glycaemic control was 30% (95% CI:27.6-32.9). The glycaemic control prevalence ranged from 10-60%. Younger and older age, gender, lower income, absence of health insurance, low level of education, place of residence, family history of diabetes, longer duration of diabetes, pill burden, treatment regimen, side effects, use of statins or antihypertensives, alcohol consumption, smoking, presence of comorbidities/complications, and poor management were associated with poor glycaemic control. On the other hand, positive perceived family support, adequate coping strategies, high diabetes health literacy, dietary adherence, exercise practice, attendance to follow-up, and medication adherence were associated with good glycaemic control. CONCLUSION Suboptimal glycaemic control is pervasive among patients with type-2 diabetes in sub-Saharan Africa and poses a significant public health challenge. While urgent interventions are required to optimize glycaemic control in this region, these should consider sociodemographic, lifestyle, clinical, and treatment-related factors. This systematic review and meta-analysis protocol is registered in PROSPERO under CRD 42021237941.
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Affiliation(s)
- Jean-Pierre Fina Lubaki
- Department of Family Medicine and Primary Care, University of the Witwatersrand, Johannesburg, South Africa.
- Department of Family Medicine and Primary Care, Protestant University of Congo, Kinshasa, Democratic Republic of the Congo.
| | - Olufemi Babatunde Omole
- Department of Family Medicine and Primary Care, University of the Witwatersrand, Johannesburg, South Africa
| | - Joel Msafiri Francis
- Department of Family Medicine and Primary Care, University of the Witwatersrand, Johannesburg, South Africa
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Kuka WP, Shah J, Alam U, Shah R, Sokhi DS. Clinical Characteristics of Peripheral Neuropathy in Kenyan Patients with HIV Infection Compared with Patients with Concurrent HIV Infection and Diabetes Mellitus. Diabetes Ther 2022; 13:441-451. [PMID: 35157232 PMCID: PMC8934803 DOI: 10.1007/s13300-022-01205-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 01/14/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Persons living with human immunodeficiency virus (HIV) are living longer and at risk of non-communicable diseases, including diabetes mellitus (DM). Both HIV and DM place patients at risk of peripheral neuropathy (PN). Our aim was to demonstrate the prevalence and characteristics of PN in our population of patients with HIV infection compared with concomitant HIV and DM. METHODS A prospective cross-sectional study was performed at the Aga Khan Hospital in Nairobi, Kenya. Data were collected on demographics and characteristics of DM and HIV. Symptoms and signs of PN were evaluated by Neuropathy Symptom Score, Neuropathy Disability Score, and 10 g monofilament testing. RESULTS Two groups were recruited, each consisting of 68 patients: (1) HIV only, (2) HIV and DM. The median age of patients was 51 years (IQR 42.8-58.6) and 55% were male. Median duration for HIV was 10 years (IQR 5-12) with a median CD4 count of 524 cells/mm3 (IQR 369-731). Median duration for DM was 1 year with a median glycosylated hemoglobin of 6.7% (IQR 6.6-7.6). Sixty-nine percent of patients with HIV had suppressed viral loads, and 9 patients (6.6%) had a history neurotoxic antiretroviral therapy use. PN was detected in 11 (16%) HIV-only patients, and in 17 (25%) participants who had both HIV and DM (Fisher exact test chi-square = 0.4). Univariate analysis demonstrated older age, high body mass index, and long duration of HIV were associated with an OR of 1.07 (95% CI 1.02-1.11), 1.21 (95% CI 0.46-3.11), and 1.07 (95% CI 0.99-1.15) in the overall group, respectively. CONCLUSION Our study demonstrates a higher but non-significant prevalence of PN in patients with both HIV and DM when compared to HIV alone. HIV disease control had no association with PN presence.
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Affiliation(s)
- Werimo Pascal Kuka
- Department of Medicine, Aga Khan University Medical College East Africa, 4th Floor East Tower Block, Third Avenue Parklands, P.O. Box 30270, Nairobi, 00100, GPO, Kenya.
| | - Jasmit Shah
- Department of Medicine, Aga Khan University Medical College East Africa, 4th Floor East Tower Block, Third Avenue Parklands, P.O. Box 30270, Nairobi, 00100, GPO, Kenya
| | - Uazman Alam
- Division of Endocrinology, Diabetes and Gastroenterology, University of Manchester, Manchester, UK
- Diabetes and Endocrinology Research, Institute of Life Course and Medical Sciences and the Pain Research Institute, University of Liverpool and Liverpool University Hospital NHS Foundation Trust, Liverpool, UK
| | - Reena Shah
- Department of Medicine, Aga Khan University Medical College East Africa, 4th Floor East Tower Block, Third Avenue Parklands, P.O. Box 30270, Nairobi, 00100, GPO, Kenya
| | - Dilraj Singh Sokhi
- Department of Medicine, Aga Khan University Medical College East Africa, 4th Floor East Tower Block, Third Avenue Parklands, P.O. Box 30270, Nairobi, 00100, GPO, Kenya
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Lang J, Xin X, Chen P, Ning Z, Xiao S. Distinct patterns of fasting plasma glucose and lipid profile levels over time in adults tested positive for HIV on HAART in Shanghai, China, revealed using growth mixture models. Front Med (Lausanne) 2022; 9:1071431. [PMID: 36733932 PMCID: PMC9887111 DOI: 10.3389/fmed.2022.1071431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 12/28/2022] [Indexed: 01/18/2023] Open
Abstract
Objectives This study sought to identify potential change patterns and predictors of fasting plasma glucose (FPG) and lipid levels after initiating highly active antiretroviral therapy (HAART). Methods A retrospective cohort study was conducted on 1,572 patients tested positive for HIV who initiated HAART between January 2010 and October 2020 in Shanghai, China. The growth mixture models (GMM) were used for capturing subgroups of FPG trajectories as well as triglyceride (TG) and total cholesterol (TC) dual-trajectories. Multinomial logistic regression models identified correlates of given trajectories. Results The median follow-up time was 2.0 years (IQR 1.0-4.7). Three FPG trajectory subgroups were identified as FPG low-stable (62.3%), medium-stable (30.5%), and high-increasing (7.2%). Furthermore, three subgroups of TG and TC dual-trajectories were identified as TG and TC high-slight increasing (13.7%), low-rapid increasing (27.6%), and a subgroup of medium-stable TC and slight-decreasing TG (58.7%). Older age, high TG, FPG, BMI, CD4 count of <200 at baseline, and initial use of zidovudine (AZT) and protease inhibitors (PIs) helped to identify the class with increasing glucose or lipid metabolism trajectories. Conclusion The change patterns of plasma glucose and lipid in patients tested positive for HIV were heterogeneous and tailored interventions should be considered in specific subgroups.
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Affiliation(s)
- Jingjing Lang
- School of Public Health, Fudan University, Shanghai, China
| | - Xin Xin
- Pudong New Area Center for Disease Control and Prevention, Shanghai, China
- Pudong Institute of Preventive Medicine, Fudan University, Shanghai, China
| | - Panpan Chen
- Pudong New Area Center for Disease Control and Prevention, Shanghai, China
- Pudong Institute of Preventive Medicine, Fudan University, Shanghai, China
| | - Zhen Ning
- Shanghai Center for Disease Control and Prevention, Shanghai, China
| | - Shaotan Xiao
- Pudong New Area Center for Disease Control and Prevention, Shanghai, China
- Pudong Institute of Preventive Medicine, Fudan University, Shanghai, China
- *Correspondence: Shaotan Xiao
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Daultrey H, Youseff E, Wright J, Davies K, Chakera AJ, Levett T. The investigation of diabetes in people living with HIV: A systematic review. Diabet Med 2021; 38:e14454. [PMID: 33174236 DOI: 10.1111/dme.14454] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/22/2020] [Accepted: 11/02/2020] [Indexed: 12/12/2022]
Abstract
AIMS HbA1c is reported to underestimate glycaemia in people living with HIV (PLHIV). There is not an internationally agreed screening method for diabetes. The primary aim was to identify which tests are performed to diagnose and monitor diabetes in PLHIV. Secondary aims were to identify whether prevalence or incidence of diabetes differs according to marker of glycaemia and how figures compare in PLHIV compared to people without. METHODS Electronic databases were searched for studies investigating diabetes in PLHIV, not pregnant, aged ≥18 years. Narrative analysis and descriptive statistics were used to describe which markers of glycaemia, and their frequency, were employed in the diagnosis and monitoring of diabetes in PLHIV. Diagnostic studies provided prevalence or incidence of diabetes. RESULTS In all, 45 of 1028 studies were included. Oral glucose tolerance test (OGTT), fasting glucose (FG), HbA1c and Fructosamine were used to investigate diabetes. In total, 27 studies described diagnosing diabetes, 14 using OGTT, 12 FG and 7 HbA1c. All 18 studies monitoring diabetes used HbA1c. Prevalence ranged from 1.3% to 26% and incidence 2.9% to 12.8%. Studies using glucose and HbA1c reported HbA1c to diagnose fewer people with diabetes, monitoring studies found HbA1c to underestimate glycaemia levels. Controlled studies demonstrate diabetes was more common in PLHIV. CONCLUSION OGTT was used most frequently to diagnose diabetes, and HbA1c to monitor known diabetes. Prevalence and incidence varied depending on marker of glycaemia used. Studies reported a discrepancy in accuracy of HbA1c in PLHIV, to address this, well-designed, prospective studies, providing individual-level data on HbA1c levels and an additional marker of glycaemia in PLHIV are needed.
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Affiliation(s)
| | | | | | - Kevin Davies
- Brighton and Sussex Medical School, Brighton, UK
| | - Ali J Chakera
- Brighton and Sussex University Hospital, Brighton, UK
| | - Tom Levett
- Brighton and Sussex Medical School, Brighton, UK
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