Otherindependent cross-checkabstract checked★ key study I-DIAB-106 in-depth review

HbA1c reflects average blood sugar

Translating the A1C assay into estimated average glucose values.

Overview

Nathan DM et al.. Diabetes Care 2008 · PMID 18540046 · DOI 10.2337/dc08-0545

In 507 people with about 2,700 glucose readings each, HbA1c closely matched the 3-month average blood sugar.

Does the study support the specific claim? No · Methodological quality: high

Original publication

Plain-language summary

Study explained simply
What did the researchers want to find out?

Link HbA1c to average glucose.

How was the study done?

Observational method study.

How many people, animals or samples were studied?

507 people.

What was actually found?

eAG = 28.7 x A1C - 46.7; R2 0.84.

How large was the observed effect?

HbA1c 7% = about 154 mg/dL.

What do the results mean in everyday life?

HbA1c is a reliable average-sugar measure for most people.

What are the study's limitations?

Some individuals deviate.

What does it say about Elawady's specific claim?

Contradicts 'HbA1c is a lie'.

Do the results apply to Germany and Europe?

Used in Europe.

What can explicitly not be concluded from this study?

Cannot replace glucose checks in anaemia or haemoglobin disorders.

Scientific in-depth review

1. Full reference

Authors
Nathan DM et al.
Journal
Diabetes Care
Year
2008
Identifier
PMID 18540046 DOI 10.2337/dc08-0545
Verification
verified – PubMed efetch 2026-10-26; Crossref 2026-10-26
Retracted
no
Corrections

ErratumIn Diabetes Care 2009;32(1):207 (not a retraction)

Extent checked
abstract only
Conflicts of interest and funding

Non-US government support (record).

2. Research question

What is the mathematical relationship between HbA1c and average glucose?

3. Study design and population

Study design
Other – International multicentre observational method study (ADAG)
Population

268 T1D, 159 T2D, 80 without diabetes

Country

10 international centres

Period

3 months per participant

Sample size

507

Inclusion and exclusion criteria

As in paper

4. Methods and endpoints

Exposure / intervention

Average glucose from CGM and 7-point SMBG (~2,700 values per person)

Comparator

Central-laboratory HbA1c

Endpoints

Regression HbA1c-average glucose

Statistical methods

Linear regression

5. Actual results

Results

AG (mg/dl) = 28.7 x A1C - 46.7, R2 = 0.84, P<0.0001; regression did not differ by age, sex, diabetes type, race/ethnicity or smoking.

Absolute risks

not reported

Authors' conclusion

A1C can be expressed as estimated average glucose for most patients with T1D and T2D.

6. Strengths

  • Dense glucose sampling
  • International

7. Weaknesses

  • Few people with haemoglobin variants/anaemia
  • Industry support possible (not stated)

8. Risk of bias

Orienting tool
none applicable
Type of assessment
simplified assessment (abstract only)
Full formal assessment
no
Overall risk of bias
low
Rationale

Method-comparison study.

9. Assessment of the statistical interpretation

R2 0.84: strong but not perfect; individual discordance exists (stats/C-DIAB-01_adag.py).

10. Relevance to the specific claim

HbA1c closely tracks measured average glucose; 'HbA1c is a lie' is false, although individual deviations exist.

11. Independent contrary findings

12. Transferability to Germany and Europe

Directly applicable; same biology and clinical standards in Europe.

13. Overall methodological judgement

Key validation evidence.

Multidimensional assessment
Multidimensional assessment
Authenticity of the sourceverified
Methodological qualityhigh
Risk of biaslow
Precision of resultshigh
Directnessdirect
Reproducibilityreplicated
Consistency with the overall evidenceconsistent
Regional transferabilityhigh
Adequacy of the interpretation (by the archive)not applicable

14. Open questions

15. Linked fact checks