Cohort studyindependent cross-checkabstract checked★ key study I-SRC-112 in-depth review

Insulin resistance measured directly predicts diabetes

Insulin resistance and insulin secretory dysfunction as precursors of non-insulin-dependent diabetes mellitus. Prospective studies of Pima Indians.

Overview

Lillioja S et al.. N Engl J Med 1993 · PMID 8247074 · DOI 10.1056/NEJM199312303292703

People whose bodies responded poorly to insulin in a clamp test were much more likely to develop diabetes.

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

Original publication

Plain-language summary

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

Find predictors of type 2 diabetes

How was the study done?

Prospective cohort with clamp test

How many people, animals or samples were studied?

200 Pima Indians

What was actually found?

Insulin resistance predicted diabetes

How large was the observed effect?

6-y incidence 0% vs 27-39%

What do the results mean in everyday life?

Insulin resistance is real and measurable

What are the study's limitations?

One high-risk population

What does it say about Elawady's specific claim?

Contradicts 'no such thing'

Do the results apply to Germany and Europe?

Moderate

Scientific in-depth review

1. Full reference

Authors
Lillioja S et al.
Journal
N Engl J Med
Year
1993
Identifier
PMID 8247074 DOI 10.1056/NEJM199312303292703
Verification
verified – PubMed efetch 2026-10-26; Crossref works record checked
Retracted
no
Corrections
none
Extent checked
abstract only
Conflicts of interest and funding

Not stated.

2. Research question

Do insulin resistance and insulin secretory dysfunction predict type 2 diabetes?

3. Study design and population

Study design
Cohort study – Prospective cohort with hyperinsulinaemic-euglycaemic clamp at baseline
Population

Non-diabetic Pima Indians (mean age 26 years)

Country

USA

Period

Mean follow-up 5.3 years

Sample size

200; 38 incident diabetes cases

Inclusion and exclusion criteria

Non-diabetic at baseline

4. Methods and endpoints

Exposure / intervention

Insulin action (clamp), acute insulin response, obesity

Comparator

Values above vs below median

Endpoints

Incident type 2 diabetes

Statistical methods

Cumulative incidence; multivariable prediction

5. Actual results

Results

Obesity, insulin resistance (independent of obesity) and low acute insulin response predicted diabetes. Six-year cumulative incidence 39% with both insulin action and insulin response below median, 27% with low action/high response, 13% with high action/low response, 0% with both above median.

Absolute risks

Six-year cumulative incidence 0% to 39% across groups (reported).

Authors' conclusion

Insulin resistance is a major risk factor for type 2 diabetes; a low acute insulin response is an additional but weaker risk factor.

6. Strengths

  • Gold-standard clamp measurement
  • Prospective

7. Weaknesses

  • Single population with very high diabetes risk
  • Small

8. Risk of bias

Orienting tool
ROBINS-E
Type of assessment
simplified assessment (abstract only)
Full formal assessment
no
Overall risk of bias
some concerns
Rationale

Small cohort; confounding limited by direct physiological measurement.

9. Assessment of the statistical interpretation

Risk difference of about 26-27 percentage points between low and high insulin action (stats/C-SRC-37_lillioja.py).

10. Relevance to the specific claim

Insulin resistance was measured directly and predicted diabetes; this directly contradicts the statement that insulin resistance does not exist.

11. Independent contrary findings

I-SRC-127 (hyperinsulinaemia can cause insulin resistance) - addresses cause, not existence.

12. Transferability to Germany and Europe

Physiology transferable; absolute risks population-specific.

13. Overall methodological judgement

Classic direct evidence.

Multidimensional assessment
Multidimensional assessment
Authenticity of the sourceverified
Methodological qualitymoderate
Risk of biassome concerns
Precision of resultslow
Directnessdirect
Reproducibilityreplicated
Consistency with the overall evidenceconsistent
Regional transferabilitymoderate
Adequacy of the interpretation (by the archive)not applicable

14. Open questions

15. Linked fact checks