Low positive predictive value of hemoglobin A1c for diagnosis of prediabetes in clinical practice
Abstract
Background Positive predictive value (PPV) of hemoglobin A1c (HbA1c) for diagnosis of prediabetes in clinical practice has not been well studied.Methods In a prospective study, patients diagnosed with prediabetes based on HbA1c (5.7%-6.4%) underwent a 75-g oral glucose tolerance test (OGTT) as the gold standard test to diagnose dysglycemia. Demographics, anthropometrics, comorbidity, concomitant prescription medications and biochemical data were collected.Results We identified 66 patients with HbA1c-based prediabetes with a mean HbA1c of 6.00 ± 0.20%. However, based on the OGTT, 32 had normal glucose tolerance (NGT), 26 had prediabetes and 8 had diabetes yielding a PPV of HbA1c of 39.4%. In univariate analysis, the patients with the OGTT-based prediabetes administered more medications for associated medical problems compared with the NGT group (5.9 ± 2.2 versus 2.6 ± 1.8, P < 0.0001). After adjustment for baseline variables, the medication use remained significantly different between OGTT-based prediabetes and NGT groups (P = 0.041).Conclusions PPV of HbA1c for diagnosis of prediabetes in clinical setting is low. Patients with HbA1c of 5.7% to 6.4% should undergo OGTT to confirm diagnosis of dysglycemia.
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Studies have shown poor correlations between HbA1c and IFG/IGT.
“Studies have shown poor correlations between HbA1c and IFG/IGT (Gosmanov 2014; Selvin 2011).”
From Diet, physical activity or both for prevention or delay of type 2 diabetes mellitus and its associated complications in people at increased risk of developing type 2 diabetes mellitus (2017) · cites this paper as Gosmanov 2014
The various glycaemic tests do not seem to identify the same people.
“Moreover, the various glycaemic tests do not seem to identify the same people (Gosmanov 2014; Selvin 2011).”
From Diet, physical activity or both for prevention or delay of type 2 diabetes mellitus and its associated complications in people at increased risk of developing type 2 diabetes mellitus (2017) · cites this paper as Gosmanov 2014
Cites
Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin
(2002) · New England Journal of Medicine · doi:10.1056/nejmoa012512 · Cited by 19,011 · cited 3× · see citing works
“To date, there is no clear consensus on evolution of conversion to diabetes in subjects with hemoglobin A1c in the prediabetes range compared with those with prediabetes based on fasting PG or a 2-hour fasting plasma after 75-g OGTT.”
BackgroundInfluentialStandards of medical care in diabetes 2010
American Diabetes Association (2010) · Diabetes Care · doi:10.2337/dc10-s011 · Cited by 3,470 · see citing works
Prediabetes: a high-risk state for diabetes development
Tabák, A. G., Herder, C., Rathmann, W., Brunner, E. J., & Kivimäki, M. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60283-9 · Cited by 2,958 · see citing works
Translating the A1C assay into estimated average glucose values
Nathan, D. M., Kuenen, J., Borg, R., Zheng, H., Schoenfeld, D., Heine, R. J., & for the A1c-Derived Average Glucose (ADAG) Study Group (2008) · Diabetes Care · doi:10.2337/dc08-0545 · Cited by 1,812 · see citing works
Glycated hemoglobin, diabetes, and cardiovascular risk in nondiabetic adults
Selvin, E., Steffes, M. W., Zhu, H., Matsushita, K., Wagenknecht, L., Pankow, J., Coresh, J., & Brancati, F. L. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa0908359 · Cited by 1,544 · see citing works
Impaired Fasting Glucose and Impaired Glucose Tolerance
Nathan, D. M., Davidson, M. B., DeFronzo, R. A., Heine, R. J., Henry, R. R., Pratley, R., & Zinman, B. (2007) · Diabetes Care · doi:10.2337/dc07-9920 · Cited by 1,396 · see citing works
Khaw, K.-T., Wareham, N., Bingham, S., Luben, R., Welch, A., & Day, N. (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-141-6-200409210-00006 · Cited by 974 · see citing works
Herman, W. H., Ma, Y., Uwaifo, G., Haffner, S., Kahn, S. E., Horton, E. S., Lachin, J. M., Montez, M. G., Brenneman, T., Barrett-Connor, E., et al. (2007) · Diabetes Care · doi:10.2337/dc06-2003 · Cited by 574 · see citing works
A1c versus glucose testing: a comparison
Sacks, D. B. (2011) · Diabetes Care · doi:10.2337/dc10-1546 · Cited by 461 · see citing works
A1C level and future risk of diabetes: a systematic review
Zhang, X., Gregg, E. W., Williamson, D. F., Barker, L. E., Thomas, W., Bullard, K. M., Imperatore, G., Williams, D. E., & Albright, A. L. (2010) · Diabetes Care · doi:10.2337/dc09-1939 · Cited by 422 · see citing works
Ziemer, D. C., Kolm, P., Weintraub, W. S., Vaccarino, V., Rhee, M. K., Twombly, J. G., Narayan, K. M. V., Koch, D. D., & Phillips, L. S. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-152-12-201006150-00004 · Cited by 326 · see citing works
Diabetes Prevention Program Research Group (2003) · Diabetes Care · doi:10.2337/diacare.26.9.2518 · Cited by 262 · see citing works
Screening for Diabetes and Pre-Diabetes With Proposed A1C-Based Diagnostic Criteria
Olson, D. E., Rhee, M. K., Herrick, K., Ziemer, D. C., Twombly, J. G., & Phillips, L. S. (2010) · Diabetes Care · doi:10.2337/dc10-0433 · Cited by 234 · see citing works
Zhou, X., Pang, Z., Gao, W., Wang, S., Zhang, L., Ning, F., & Qiao, Q. (2010) · Diabetes Care · doi:10.2337/dc09-1410 · Cited by 146 · see citing works
Pitfalls in the use of HbA1c as a diagnostic test: the ethnic conundrum
Dagogo-Jack, S. (2010) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2010.126 · Cited by 131 · see citing works
Impact of A1C Screening Criterion on the Diagnosis of Pre-Diabetes Among U.S. Adults
Mann, D. M., Carson, A. P., Shimbo, D., Fonseca, V. A., Fox, C. S., & Muntner, P. (2010) · Diabetes Care · doi:10.2337/dc10-0752 · Cited by 131 · see citing works
HbA1c for the Diagnosis of Diabetes and Prediabetes: Is It Time for a Mid-Course Correction?
Cohen, R. M., Haggerty, S., & Herman, W. H. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-2352 · Cited by 119 · see citing works
A1C Cut Points to Define Various Glucose Intolerance Groups in Asian Indians
Mohan, V., Vijayachandrika, V., Gokulakrishnan, K., Anjana, R. M., Ganesan, A., Weber, M. B., & Narayan, K. M. V. (2010) · Diabetes Care · doi:10.2337/dc09-1694 · Cited by 118 · see citing works
Elevated A1C in Adults Without a History of Diabetes in the U.S.
Selvin, E., Zhu, H., & Brancati, F. L. (2009) · Diabetes Care · doi:10.2337/dc08-1699 · Cited by 89 · see citing works
New Onset Diabetes During Antihypertensive Therapy
Alderman, M. H. (2008) · American Journal of Hypertension · doi:10.1038/ajh.2008.17 · Cited by 56 · see citing works
Pinelli, N. R., Jantz, A. S., Martin, E. T., & Jaber, L. A. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2011-1148 · Cited by 48 · see citing works
Fajans, S. S., Herman, W. H., & Oral, E. A. (2010) · Metabolism · doi:10.1016/j.metabol.2010.06.017 · Cited by 42 · see citing works
Goldstein, M. R., & Mascitelli, L. (2013) · Current Diabetes Reports · doi:10.1007/s11892-013-0368-x · Cited by 41 · see citing works
Gebel, E. B. (2012) · Diabetes Care · doi:10.2337/dc12-1763 · Cited by 29 · see citing works
Shaw, J. E. (2011) · Medical Clinics of North America · doi:10.1016/j.mcna.2010.11.012 · Cited by 20 · see citing works
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Prediabetes diagnosis and treatment: A review
Bansal, N. (2015) · World Journal of Diabetes · doi:10.4239/wjd.v6.i2.296 · Cited by 579 · see citing works
Hemmingsen, B., Gimenez-Perez, G., Mauricio, D., Roqué i Figuls, M., Metzendorf, M.-I., & Richter, B. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003054.pub4 · Cited by 316 · see citing works
Madsen, K. S., Chi, Y., Metzendorf, M.-I., Richter, B., & Hemmingsen, B. (2019) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008558.pub2 · Cited by 70 · see citing works
Moelands, S. V., Lucassen, P. L., Akkermans, R. P., De Grauw, W. J., & Van de Laar, F. A. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005061.pub3 · Cited by 57 · see citing works
- Authors
- Gosmanov, A. R., & Wan, J.
- Affiliations
- University of Tennessee Health Science Center (US)
- Corresponding author
- Gosmanov, Aidar R.
- Venue
- The American Journal of the Medical Sciences
- Publisher
- Elsevier BV
- Published
- 2014-09
- Volume
- 348
- Issue
- 3
- Pages
- 191-194
- ISSN
- 0002-9629 (ISSN-L)
- OpenAlex
- W2035330998
- Cited by
- 35
- References
- 25
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2023: 4 · 2020: 4 · 2019: 5 · 2018: 4 · 2017: 3 · 2016: 6 · 2015: 2 · 2014: 1
- FWCI
- 3.22
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The American Journal of the Medical Sciences (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- HbA1c, prediabetes, positive predictive value, oral glucose tolerance test, diagnostic accuracy, medication use
- MeSH terms
- Adult, Aged, Blood Glucose, Cross-Sectional Studies, Female, Glucose Tolerance Test, Glycated Hemoglobin, Humans, Male, Middle Aged, Prediabetic State, Predictive Value of Tests, Prospective Studies, Biomarkers
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