Metabolic characteristics of Africans with normal glucose tolerance and elevated 1-hour glucose: insight from the Africans in America study

Sara M Briker, Thomas Hormenu, Christopher W DuBose, Lilian S Mabundo, Stephanie T Chung, Joon Ha, Arthur Sherman, Marshall K Tulloch-Reid, Michael Bergman, Anne E Sumner, Sara M Briker, Thomas Hormenu, Christopher W DuBose, Lilian S Mabundo, Stephanie T Chung, Joon Ha, Arthur Sherman, Marshall K Tulloch-Reid, Michael Bergman, Anne E Sumner

Abstract

Introduction: Risk of insulin resistance, dyslipidemia, diabetes and cardiac death is increased in Asians and Europeans with normal glucose tolerance (NGT) and 1-hour glucose ≥8.6 mmol/L. As African descent populations often have insulin resistance but a normal lipid profile, the implications for Africans with NGT and glucose ≥8.6 mmol/L (NGT-1-hour-high) are unknown.

Objective: We performed oral glucose tolerance tests (OGTTs) in 434 African born-blacks living in Washington, DC (male: 66%, age 38±10 years (mean±SD)) and determined in the NGT group if either glucometabolic or lipid profiles varied according to a 1-hour-glucose threshold of 8.6 mmol/L.

Methods: Glucose tolerance category was defined by OGTT criteria. NGT was subdivided into NGT-1-hour-high (glucose ≥8.6 mmol/L) and NGT-1-hour-normal (glucose <8.6 mmol/L). Second OGTT were performed in 27% (119/434) of participants 10±7 days after the first. Matsuda Index and Oral Disposition Index measured insulin resistance and beta-cell function, respectively. Lipid profiles were obtained. Comparisons were by one-way analysis of variance with Bonferonni corrections for multiple comparisons. Duplicate tests were assessed by к-statistic.

Results: One-hour-glucose ≥8.6 mmol/L occurred in 17% (47/272) with NGT, 72% (97/134) with pre-diabetes and in 96% (27/28) with diabetes. Both insulin resistance and beta-cell function were worse in NGT-1-hour-high than in NGT-1-hour-normal. Dyslipidemia occurred in both the diabetes and pre-diabetes groups but not in either NGT group. One-hour glucose concentration ≥8.6 mmol/L showed substantial agreement for the two OGTTs (к=0.628).

Conclusions: Although dyslipidemia did not occur in either NGT group, insulin resistance and beta-cell compromise were worse in NGT-1 hour-high. Subdividing the NGT group at a 1-hour glucose threshold of 8.6 mmol/L may stratify risk for diabetes in Africans.

Trial registration: ClinicalTrials.gov NCT00001853.

Keywords: African-origin populations; insulin resistance; insulin secretion; oral glucose tolerance test.

Conflict of interest statement

Competing interests: None declared.

© Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Figures

Figure 1
Figure 1
Distribution of glucose concentration at 1 hour and 2 hours for the four glucose tolerance categories.Blue circles: NGT-1-hour-normal (n=225); red circles: NGT-1-hour-high (n=47); green circles: pre-diabetes (n=134); dark yellow circles: diabetes (n=28). NGT-1-hour-high, normal glucose tolerance occurs with 1-hour glucose ≥8.6 mmol/L; NGT-1-hour-normal, normal glucose tolerance occurs with 1-hour glucose

Figure 2

Glucometabolic parameters according to glucose…

Figure 2

Glucometabolic parameters according to glucose tolerance category. (A) Fasting glucose; (B) 2-hour glucose;…

Figure 2
Glucometabolic parameters according to glucose tolerance category. (A) Fasting glucose; (B) 2-hour glucose; (C) AUC-glucose; (D) Insulin Sensitivity Index (Matsuda Index); (E) insulin secretion; (F) Oral Disposition Index. Data adjusted for age and African region of origin and presented as mean±SE. The NGT-1-hour-high group is the comparison group. *p≤0.05,**p≤0.01, ***p≤0.001. AUC-glucose; area under the glucose curve; DM, diabetes mellitus; NGT-1-hour-high, normal glucose tolerance occurs with 1-hour glucose ≥8.6 mmol/L; NGT-1-hour-nl, normal glucose tolerance occurs with 1-hour glucose

Figure 3

Bland-Altman plot for agreement between…

Figure 3

Bland-Altman plot for agreement between glucose concentrations obtained from OGTT-1 and OGTT-2. The…

Figure 3
Bland-Altman plot for agreement between glucose concentrations obtained from OGTT-1 and OGTT-2. The x-axis presents the mean and the y-axis presents the difference of the two determinations. (A) Baseline, bias=−0.72, Pittman’s test: r=−0.38, p
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References
    1. IDF IDF diabetes atlas. 8th edn, 2017. http://www.diabetesatlas.org
    1. Nielsen ML, Pareek M, Leósdóttir M, et al. . One-Hour glucose value as a long-term predictor of cardiovascular morbidity and mortality: the Malmö preventive project. Eur J Endocrinol 2018;41:225–36. 10.1530/EJE-17-0824 - DOI - PubMed
    1. Paddock E, Hohenadel MG, Piaggi P, et al. . One-Hour and two-hour postload plasma glucose concentrations are comparable predictors of type 2 diabetes mellitus in southwestern native Americans. Diabetologia 2017;60:1704–11. 10.1007/s00125-017-4332-1 - DOI - PMC - PubMed
    1. Pareek M, Bhatt DL, Nielsen ML, et al. . Enhanced predictive capability of a 1-hour oral glucose tolerance test: a prospective population-based cohort study. Diabetes Care 2018;41:171–7. 10.2337/dc17-1351 - DOI - PubMed
    1. Andreozzi F, Mannino GC, Perticone M, et al. . Elevated 1-H post-load plasma glucose levels in subjects with normal glucose tolerance are associated with a pro-atherogenic lipid profile. Atherosclerosis 2017;256:15–20. 10.1016/j.atherosclerosis.2016.11.020 - DOI - PubMed
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Figure 2
Figure 2
Glucometabolic parameters according to glucose tolerance category. (A) Fasting glucose; (B) 2-hour glucose; (C) AUC-glucose; (D) Insulin Sensitivity Index (Matsuda Index); (E) insulin secretion; (F) Oral Disposition Index. Data adjusted for age and African region of origin and presented as mean±SE. The NGT-1-hour-high group is the comparison group. *p≤0.05,**p≤0.01, ***p≤0.001. AUC-glucose; area under the glucose curve; DM, diabetes mellitus; NGT-1-hour-high, normal glucose tolerance occurs with 1-hour glucose ≥8.6 mmol/L; NGT-1-hour-nl, normal glucose tolerance occurs with 1-hour glucose

Figure 3

Bland-Altman plot for agreement between…

Figure 3

Bland-Altman plot for agreement between glucose concentrations obtained from OGTT-1 and OGTT-2. The…

Figure 3
Bland-Altman plot for agreement between glucose concentrations obtained from OGTT-1 and OGTT-2. The x-axis presents the mean and the y-axis presents the difference of the two determinations. (A) Baseline, bias=−0.72, Pittman’s test: r=−0.38, p
Similar articles
Cited by
References
    1. IDF IDF diabetes atlas. 8th edn, 2017. http://www.diabetesatlas.org
    1. Nielsen ML, Pareek M, Leósdóttir M, et al. . One-Hour glucose value as a long-term predictor of cardiovascular morbidity and mortality: the Malmö preventive project. Eur J Endocrinol 2018;41:225–36. 10.1530/EJE-17-0824 - DOI - PubMed
    1. Paddock E, Hohenadel MG, Piaggi P, et al. . One-Hour and two-hour postload plasma glucose concentrations are comparable predictors of type 2 diabetes mellitus in southwestern native Americans. Diabetologia 2017;60:1704–11. 10.1007/s00125-017-4332-1 - DOI - PMC - PubMed
    1. Pareek M, Bhatt DL, Nielsen ML, et al. . Enhanced predictive capability of a 1-hour oral glucose tolerance test: a prospective population-based cohort study. Diabetes Care 2018;41:171–7. 10.2337/dc17-1351 - DOI - PubMed
    1. Andreozzi F, Mannino GC, Perticone M, et al. . Elevated 1-H post-load plasma glucose levels in subjects with normal glucose tolerance are associated with a pro-atherogenic lipid profile. Atherosclerosis 2017;256:15–20. 10.1016/j.atherosclerosis.2016.11.020 - DOI - PubMed
Show all 43 references
Publication types
MeSH terms
Associated data
Full text links [x]
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM
Figure 3
Figure 3
Bland-Altman plot for agreement between glucose concentrations obtained from OGTT-1 and OGTT-2. The x-axis presents the mean and the y-axis presents the difference of the two determinations. (A) Baseline, bias=−0.72, Pittman’s test: r=−0.38, p

References

    1. IDF IDF diabetes atlas. 8th edn, 2017.
    1. Nielsen ML, Pareek M, Leósdóttir M, et al. . One-Hour glucose value as a long-term predictor of cardiovascular morbidity and mortality: the Malmö preventive project. Eur J Endocrinol 2018;41:225–36. 10.1530/EJE-17-0824
    1. Paddock E, Hohenadel MG, Piaggi P, et al. . One-Hour and two-hour postload plasma glucose concentrations are comparable predictors of type 2 diabetes mellitus in southwestern native Americans. Diabetologia 2017;60:1704–11. 10.1007/s00125-017-4332-1
    1. Pareek M, Bhatt DL, Nielsen ML, et al. . Enhanced predictive capability of a 1-hour oral glucose tolerance test: a prospective population-based cohort study. Diabetes Care 2018;41:171–7. 10.2337/dc17-1351
    1. Andreozzi F, Mannino GC, Perticone M, et al. . Elevated 1-H post-load plasma glucose levels in subjects with normal glucose tolerance are associated with a pro-atherogenic lipid profile. Atherosclerosis 2017;256:15–20. 10.1016/j.atherosclerosis.2016.11.020
    1. Bianchi C, Miccoli R, Bonadonna RC, et al. . Pathogenetic mechanisms and cardiovascular risk: differences between HbA(1c) and oral glucose tolerance test for the diagnosis of glucose tolerance. Diabetes Care 2012;35:2607–12. 10.2337/dc11-2504
    1. Jagannathan R, Sevick MA, Li H, et al. . Elevated 1-hour plasma glucose levels are associated with dysglycemia, impaired beta-cell function, and insulin sensitivity: a pilot study from a real world health care setting. Endocrine 2016;52:172–5. 10.1007/s12020-015-0746-z
    1. Manco M, Panunzi S, Macfarlane DP, et al. . One-Hour plasma glucose identifies insulin resistance and beta-cell dysfunction in individuals with normal glucose tolerance: cross-sectional data from the relationship between insulin sensitivity and cardiovascular risk (RISC) study. Diabetes Care 2010;33:2090–7. 10.2337/dc09-2261
    1. Marini MA, Succurro E, Frontoni S, et al. . Insulin sensitivity, β-cell function, and incretin effect in individuals with elevated 1-hour postload plasma glucose levels. Diabetes Care 2012;35:868–72. 10.2337/dc11-2181
    1. Su J-B, Chen T, Xu F, et al. . Glycemic variability in normal glucose regulation subjects with elevated 1-H postload plasma glucose levels. Endocrine 2014;46:241–8. 10.1007/s12020-013-0047-3
    1. Fiorentino TV, Marini MA, Succurro E, et al. . One-Hour Postload hyperglycemia: implications for prediction and prevention of type 2 diabetes. J Clin Endocrinol Metab 2018;103:3131–43. 10.1210/jc.2018-00468
    1. Jagannathan R, Buysschaert M, Medina JL, et al. . The 1-H post-load plasma glucose as a novel biomarker for diagnosing dysglycemia. Acta Diabetol 2018;55:519–29. 10.1007/s00592-018-1105-3
    1. Chow CC, Periwal V, Csako G, et al. . Higher acute insulin response to glucose may determine greater free fatty acid clearance in African-American women. J Clin Endocrinol Metab 2011;96:2456–63. 10.1210/jc.2011-0532
    1. Chung ST, Galvan-De La Cruz M, Aldana PC, et al. . Postprandial insulin response and clearance among black and white women: the federal women's study. J Clin Endocrinol Metab 2019;104:181–92. 10.1210/jc.2018-01032
    1. Haffner SM, D'Agostino R, Saad MF, et al. . Increased insulin resistance and insulin secretion in nondiabetic African-Americans and Hispanics compared with non-Hispanic whites. the insulin resistance atherosclerosis study. Diabetes 1996;45:742–8. 10.2337/diab.45.6.742
    1. O'Connor MY, Thoreson CK, Ricks M, et al. . Worse cardiometabolic health in African immigrant men than African American men: Reconsideration of the healthy immigrant effect. Metab Syndr Relat Disord 2014;12:347–53. 10.1089/met.2014.0026
    1. Sumner AE, Cowie CC. Ethnic differences in the ability of triglyceride levels to identify insulin resistance. Atherosclerosis 2008;196:696–703. 10.1016/j.atherosclerosis.2006.12.018
    1. Sumner AE, Zhou J, Doumatey A, et al. . Low HDL-cholesterol with normal triglyceride levels is the most common lipid pattern in West Africans and African Americans with metabolic syndrome: implications for cardiovascular disease prevention. CVD Prev Control 2010;5:75–80. 10.1016/j.cvdpc.2010.07.003
    1. Yu SSK, Ramsey NLM, Castillo DC, et al. . Triglyceride-based screening tests fail to recognize cardiometabolic disease in African immigrant and African-American men. Metab Syndr Relat Disord 2013;11:15–20. 10.1089/met.2012.0114
    1. Briker SM, Aduwo JY, Mugeni R, et al. . A1C Underperforms as a diagnostic test in Africans even in the absence of nutritional deficiencies, anemia and hemoglobinopathies: insight from the Africans in America study. Front Endocrinol 2019;10:533 10.3389/fendo.2019.00533
    1. Kabakambira JD, Baker RL, Briker SM, et al. . Do current guidelines for waist circumference apply to black Africans? prediction of insulin resistance by waist circumference among Africans living in America. BMJ Glob Health 2018;3:e001057 10.1136/bmjgh-2018-001057
    1. American Diabetes Association 2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes-2019. Diabetes Care 2019;42:S13–28. 10.2337/dc19-S002
    1. Sumner AE, Kushner H, Sherif KD, et al. . Sex differences in African-Americans regarding sensitivity to insulin's glucoregulatory and antilipolytic actions. Diabetes Care 1999;22:71–7. 10.2337/diacare.22.1.71
    1. Matsuda M, DeFronzo RA. Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 1999;22:1462–70. 10.2337/diacare.22.9.1462
    1. Bergman RN, Ader M, Huecking K, et al. . Accurate assessment of beta-cell function: the hyperbolic correction. Diabetes 2002;51 Suppl 1:S212–20. 10.2337/diabetes.51.2007.S212
    1. Friedewald WT, Levy RI, Fredrickson DS. Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem 1972;18:499–502.
    1. Khan KS, Chien PF. Evaluation of a clinical test. I: assessment of reliability. BJOG 2001;108:562–7. 10.1111/j.1471-0528.2001.00150.x
    1. Harris PA, Taylor R, Thielke R, et al. . Research Electronic Data Capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform 2009;42:377–81. 10.1016/j.jbi.2008.08.010
    1. Abdul-Ghani MA, Abdul-Ghani T, Ali N, et al. . One-hour plasma glucose concentration and the metabolic syndrome identify subjects at high risk for future type 2 diabetes. Diabetes Care 2008;31:1650–5. 10.2337/dc08-0225
    1. Adams JD, Treiber G, Hurtado MD, et al. . Increased rates of meal absorption do not explain elevated 1-hour glucose in subjects with normal glucose tolerance. J Endocr Soc 2019;3:135–45. 10.1210/js.2018-00222
    1. Fiorentino TV, Suraci E, Arcidiacono GP, et al. . Duodenal sodium/glucose cotransporter 1 expression under fasting conditions is associated with Postload hyperglycemia. J Clin Endocrinol Metab 2017;102:3979–89. 10.1210/jc.2017-00348
    1. Bardini G, Dicembrini I, Cresci B, et al. . Inflammation markers and metabolic characteristics of subjects with 1-H plasma glucose levels. Diabetes Care 2010;33:411–3. 10.2337/dc09-1342
    1. Nakagomi A, Sunami Y, Okada S, et al. . Association between 1-H post-load plasma glucose levels and arterial stiffness in normotensive subjects with normal glucose tolerance. Diab Vasc Dis Res 2018;15:39–45. 10.1177/1479164117736509
    1. Hulman A, Witte DR, Vistisen D, et al. . Pathophysiological characteristics underlying different glucose response curves: a latent class trajectory analysis from the prospective EGIR-RISC study. Diabetes Care 2018;41:1740–8. 10.2337/dc18-0279
    1. Kasturi K, Onuzuruike AU, Kunnam S, et al. . Two- vs one-hour glucose tolerance testing: predicting prediabetes in adolescent girls with obesity. Pediatr Diabetes 2019;20:154–9. 10.1111/pedi.12803
    1. Kramer CK, Vuksan V, Choi H, et al. . Emerging parameters of the insulin and glucose response on the oral glucose tolerance test: reproducibility and implications for glucose homeostasis in individuals with and without diabetes. Diabetes Res Clin Pract 2014;105:88–95. 10.1016/j.diabres.2014.04.023
    1. Munang YN, Noubiap JJ, Danwang C, et al. . Reproducibility of the 75 g oral glucose tolerance test for the diagnosis of gestational diabetes mellitus in a sub-Saharan African population. BMC Res Notes 2017;10:622 10.1186/s13104-017-2944-7
    1. Rushforth NB, Bennett PH, Steinberg AG, et al. . Comparison of the value of the two- and one-hour glucose levels of the oral GTT in the diagnosis of diabetes in Pima Indians. Diabetes 1975;24:538–46. 10.2337/diab.24.6.538
    1. Dagenais GR, Gerstein HC, Zhang X, et al. . Variations in diabetes prevalence in low-, middle-, and high-income countries: results from the prospective urban and rural epidemiological study. Diabetes Care 2016;39:780–7. 10.2337/dc15-2338
    1. Staimez LR, Deepa M, Ali MK, et al. . Tale of two Indians: heterogeneity in type 2 diabetes pathophysiology. Diabetes Metab Res Rev 2019;35:e3192 10.1002/dmrr.3192
    1. Adeyemo AA, Zaghloul NA, Chen G, et al. . ZRANB3 is an african-specific type 2 diabetes locus associated with beta-cell mass and insulin response. Nat Commun 2019;10:3195 10.1038/s41467-019-10967-7
    1. Utumatwishima JN, Chung ST, Bentley AR, et al. . Reversing the tide - diagnosis and prevention of T2DM in populations of African descent. Nat Rev Endocrinol 2018;14:45–56. 10.1038/nrendo.2017.127
    1. Creatore MI, Moineddin R, Booth G, et al. . Age- and sex-related prevalence of diabetes mellitus among immigrants to Ontario, Canada. CMAJ 2010;182:781–9. 10.1503/cmaj.091551

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