Current read
Clinical traction from 6 study records, 10 active source records, 0 rapid briefs, and 0 timeline events. Evidence maturity is 84/100, human translation signal is 72/100, and frontier activity is low (20/100). Frontier activity means research movement, not settled human proof. Editorial launch override: Foundational science because The current graph has adjacent nutrition and exercise coverage, but explicit autophagy/proteostasis records are not yet deep enough for a higher data-derived stage.
This lane is still mostly mechanism and mapping.
Commercial bias penalty: 0/100. Confidence: 77/100. Frontier activity means research movement, not settled human proof.
Why this row matters
Fasting, exercise, mTOR biology, protein quality control, and protein-clearance pathways in aging tissues. The map tracks whether this lane is moving from biological plausibility toward outcomes people can responsibly discuss.
Current human translation
Human translation is 77/100 based on human-facing studies, clinical/regulatory sources, claims, and published coverage.
Main approaches being tracked
Fasting windows, exercise-induced autophagy, mTOR modulation.
What would move this row up?
Current bottleneck
safety boundaries
Milestones that would move this row up
Row movement
Mini timeline
Newest graph events across studies, sources, briefs, claims, and timeline records
Evidence that would change the map
- Raise evidence maturity from 84/100 with better controlled studies or stronger replication.
- Raise human translation from 77/100 with outcomes that matter in people, not only biomarkers or mechanisms.
- Preserve safety discipline with clearer limitations, contraindications, and overclaim boundaries as activity grows.
What not to overclaim
- Do not equate triggering autophagy with detox or age reversal.
- Do not present fasting or rapamycin-like claims as universally safe.
Research map
Related studies
Study records matched through topic tags, intervention IDs, source IDs, related content, or row-specific tags.
Levine NEAT overfeeding
Role of nonexercise activity thermogenesis in resistance to fat gain in humans
Clinical trial from 1999 in Science, translated into key findings, limitations, and consumer relevance.
Science / 1999->
POUNDS LOST
Comparison of weight-loss diets with different compositions of fat, protein, and carbohydrates
Randomized trial from 2009 in New England Journal of Medicine, translated into key findings, limitations, and consumer relevance.
New England Journal of Medicine / 2009->
Carnivore Nutrient Model
Assessing the Nutrient Composition of a Carnivore Diet: A Case Study Model
Other from 2024 in Nutrients, translated into key findings, limitations, and consumer relevance.
Nutrients / 2024->
Animal Keto vs Plant Low-Fat Feeding Trial
Effect of a plant-based, low-fat diet versus an animal-based, ketogenic diet on ad libitum energy intake
Randomized trial from 2021 in Nature Medicine, translated into key findings, limitations, and consumer relevance.
Nature Medicine / 2021->
FDA Daily Values
Daily Value on the Nutrition and Supplement Facts Labels
Clinical guidance from 2024 in U.S. Food and Drug Administration, translated into key findings, limitations, and consumer relevance.
U.S. Food and Drug Administration / 2024->
Alkaline water hydration study
Alkaline water improves exercise-induced metabolic acidosis and enhances anaerobic exercise performance in combat sport athletes
Clinical trial from 2017 in Biology of Sport, translated into key findings, limitations, and consumer relevance.
Biology of Sport / 2017->
Useful source library entries
Related published coverage
Published coverage contributes to coverage depth, not evidence maturity by itself.
Alkaline Water Will Not Fix Your pH
Alkaline diets and waters can move urine chemistry and may matter in narrow reflux or kidney-stone contexts. They do not alkalize your blood, cure cancer, detox your body, or override acid-base regulation.
VV Signal Score
54
Early or context-dependent
- Sources
- 12
- Studies
- 10
- Claims
- 10
Vegan Diets Can Be Elite or Deficient
The online vegan war is a perfect nutrition trap: one side pretends plants automatically solve health, the other pretends excluding animal foods guarantees collapse. The evidence supports neither cartoon.
VV Signal Score
70
Promising signal
- Sources
- 14
- Studies
- 13
- Claims
- 10
Calories Are the Accounting System, Not the Whole Metabolic Story
Weight loss requires an energy deficit, but calories alone do not explain appetite, metabolism, food environment, hormones, lean mass, sleep, medications, or long-term maintenance.
VV Signal Score
83
Strong signal
- Sources
- 13
- Studies
- 10
- Claims
- 8
The Carnivore Diet Is a Real Experiment, Not a Settled Science
Carnivore eating may change weight, symptoms, and biomarkers for some people. The direct evidence is still too thin to establish broad benefit or long-term safety.
VV Signal Score
42
Mixed signal
- Sources
- 12
- Studies
- 12
- Claims
- 9
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
Related claims
Claim ledger records matched by topic, intervention, study, or source links.
low carb: Insulin and carbohydrate quality matter, but controlled feeding evidence
Insulin and carbohydrate quality matter, but controlled feeding evidence does not support a simple insulin-only explanation of obesity or fat loss.
weight loss: Low-fat and low-carbohydrate patterns can both support weight loss,
Low-fat and low-carbohydrate patterns can both support weight loss, but group-average diet labels are less useful than adherence, food quality, calorie intake, and individual fit.
carnivore diet: The carnivore diet evidence base is still limited, with
The carnivore diet evidence base is still limited, with direct human evidence dominated by surveys, case reports, case series, nutrient modeling, exploratory studies, and indirect mechanistic evidence rather than long-term randomized outcome trials.
carnivore diet: Carnivore-style eating may improve weight or glycemic markers in
Carnivore-style eating may improve weight or glycemic markers in selected people through severe carbohydrate restriction, calorie-intake changes, food elimination, ketosis, and adherence effects, but carnivore-specific causal evidence remains weak.
carnivore diet: Carnivore nutrient adequacy depends heavily on food selection, organ-meat
Carnivore nutrient adequacy depends heavily on food selection, organ-meat use, seafood intake, dairy inclusion, fortification or supplementation, and total intake, while strict zero-plant versions inherently remove dietary fiber and many plant-associated nutrient sources.
carnivore diet: Carnivore-style patterns warrant special caution in people with chronic
Carnivore-style patterns warrant special caution in people with chronic kidney disease, kidney-stone history, gout risk, high sodium intake, adverse urine-chemistry profiles, diabetes medication use, severe hyperlipidemia, or eating-disorder vulnerability.