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The Study

Effects of Calorie Restriction With and Without Strength, Endurance or Mixed Training on Fat-Free and Skeletal Muscle Mass in Overweight or Obese Individuals-A Systematic Review With Pairwise Meta-Analysis and Network Meta-Analysis of Randomized Controlled Studies.

In simple terms

This study looked at lots of experiments where people tried losing weight with diet alone or diet plus exercise. It found that adding exercise helps keep more muscle when you're dieting — but it doesn't prove exercise is the only reason, because some studies might not have been reported. Think of it like checking many reports to see if wearing a helmet helps avoid head bumps — it looks like it does, but we can't be 100% sure.

77%

Analysis score

77/ 100

Maximum 100 for a systematic review with meta-analysis.

Where the score came from

Reporting40
Methodology69
Publication100
Statistical100
Study type (basis of the score)
Systematic Review with Meta-Analysis
Level 1a - Systematic review of RCTs
What’s the bottom line?

When you eat less to lose weight, you also lose muscle. But adding exercise—especially lifting weights or mixing strength and cardio—helps you keep more muscle.

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
Reviews of RCTs (Meta-analyses)
Level 1a
77

77 / 100

Quality score

The highest quality evidence. Systematic reviews and meta-analyses that pool randomized controlled trials, giving the most reliable summary of experimental evidence.

Can establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1Losing muscle makes you weaker and slows your metabolism.
  2. 2Keeping even 1 kg more muscle helps you stay strong, burn more calories, and avoid frailty.
  3. 3Lifting weights keeps 0.83 kg more muscle than dieting alone.
  4. 4Mixing strength and cardio keeps 1.20 kg more.
  5. 5Just doing cardio keeps 0.51 kg more—but that wasn’t strong enough to be sure.

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

Publication

Journal

Diabetes, obesity & metabolism

Year

2026

Authors

Magdalena Deller, Jan Weiershaus, Steffen Held, C. Brinkmann

Open Access
Analysis v5
Fit Body Science verdict — we translate health studies into clear verdicts backed by peer-reviewed research.

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