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The Study

Hypothesized pathways for the association of vitamin D status and insulin sensitivity with resting energy expenditure: a cross sectional mediation analysis in Australian adults of European ancestry

In simple terms

This study looked at a group of people and found that those with more vitamin D tended to have different energy levels and insulin levels — but it didn’t change anything to see what happened. So we can’t say vitamin D causes changes — only that these things are linked in this group.

44%

Analysis score

44/ 44

Maximum 44 for a cross-sectional study.

Where the score came from

Reporting0
Methodology13
Publication100
Statistical77
Study type (basis of the score)
Cross-Sectional Study
Level 4 - Case series
What’s the bottom line?

Having more vitamin D might help your body burn more energy at rest, but if it also makes your body better at using insulin, that benefit gets canceled out — like turning up the heat while opening a window.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Cross-Sectional & Case Series
Level 4
44

44 / 100

Quality score

Snapshots of a population at a single point in time, or descriptions of small groups. Can identify correlations and prevalence, but cannot determine cause and effect.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1The effect sizes are small and not strong enough to meaningfully change how many calories a person burns daily — unlikely to impact weight loss.
  2. 2Vitamin D linked to higher resting energy burn (+), but better insulin sensitivity (-) reduced this effect by about 2 units (McA) and 1.9 units (TYG).
  3. 3Total effect vanished after accounting for insulin.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

European Journal of Clinical Nutrition

Year

2022

Authors

M. Soares, E. Calton, K. Pathak, Yun Zhao

Open Access
9 citations
Analysis v5

Related Content

Claims (6)

Assertion

If you have more vitamin D in your body, your body burns more calories while you're just sitting still—even if you don’t move more or eat differently.

Causal
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Assertion

In people of European descent living in Australia, scientists found that two ways of measuring how well the body uses insulin—using both sugar and fat levels in the blood—are better linked to how many calories you burn while resting than a simpler method that only uses sugar. This suggests that looking at both sugar and fat might tell us more about your metabolism than sugar alone.

Correlational
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Assertion

In Australians with European roots, people whose bodies use insulin more efficiently tend to burn fewer calories while at rest — like their bodies are on a lower energy setting when they're not moving.

Correlational
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Assertion

In people of European descent living in Australia, how much energy their body uses at rest might be linked to their vitamin D levels—but only if you use certain ways to measure insulin sensitivity. Some methods show a clear link, others don’t, so not all those methods are equally good for this kind of study.

Correlational
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Assertion

In Australians with European roots, having more vitamin D in your blood might help you burn more calories while at rest—but if your body is better at using insulin, that calorie-burning boost might not be as strong.

Mechanistic
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Assertion

In people of European descent living in Australia, having more or less vitamin D doesn’t seem to change how many calories your body burns at rest — any small effect vitamin D might have is probably canceled out by how it affects your body’s insulin response.

Causal
Read analysis
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Not medical advice. For informational purposes only. Always consult a qualified healthcare professional before making health decisions.