Plain-English Summary
Protein plus resistance training meta-analysis in Adults in resistance-training studies evaluating protein supplementation. Protein supports muscle adaptation most clearly when paired with training.
VV Study Evidence Matrix v1.0
VV Evidence Utility Score
A bounded score for how useful this study is in public explanation, based on evidence tier, design, applicability, endpoint relevance, limitations, safety signals, and publication/source strength.
70/100
Useful Public Evidence
- Evidence tier
- 78/100, weight 18%
- Design strength
- 72/100, weight 18%
- Applicability
- 78/100, weight 16%
- Endpoint relevance
- 58/100, weight 16%
- Limitations transparency
- 60/100, weight 12%
- Safety signal usefulness
- 57/100, weight 10%
- Publication/source strength
- 88/100, weight 10%
Useful for context, but limited by safety signal usefulness, endpoint relevance, limitations transparency.
How the study framework works ->Key Findings
- Protein supports muscle adaptation most clearly when paired with training.
- That is different from using protein claims to launder ultra-processed foods.
Limitations
- Training status, dose, total diet, and baseline intake matter.
- Does not rank protein-branded snacks by healthfulness.
Why It Matters
Strength, fat-free mass, and resistance-training adaptations.
Viral Vitalism Verdict
Useful evidence, bounded by design: Training status, dose, total diet, and baseline intake matter.
Sources
- Protein supplementation and resistance training meta-analysis - British Journal of Sports Medicine
Signal cards
Used in signals
Signal coverage connected to this study through explicit study links, canonical source refs, or evidence visualizations.
Ultra-Processed Foods and Protein Everything: Protein Halo or Processing Penalty?
Ultra-processed food debates are usually too crude. The useful question is which mechanisms drive harm: energy density, eating rate, texture, fiber, protein dilution, palatability, additives, food matrix, or processing itself. Protein can be protective, but protein-branded products can still be ultra-processed.
VV Signal Score
73
Promising signal
- Sources
- 8
- Studies
- 8
- Claims
- 5
Claim ledger
Relevant claims
Claim ledger records connected through this study's ID, topic tags, or source IDs.
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