The Weight of Evidence

40 Grams of Fibre: The Number Nobody Recommended

People walking away down a sunlit lane, seen from behind, one of them carrying a handwritten sheet of paper at his side

“The ketogenic diet is not effective; consumption of whole foods with fibre intake above 40 g per day improves health markers.”

The claim, as it circulates. Anonymized.

Where it circulates

The Diary Of A CEO

Fat Loss Scientist: It's Easy To Lose Weight, But Here's Why You WON'T Do It! | Dr Andy Galpin

2:12:19 1,293,301 views on Sep 7, 2026

@075ad1

A commenter setting out the claim in full: ketogenic diets are dismissed as ineffective, while eating whole foods with more than 40 g of fibre a day is said to improve health markers across the board, with carbohydrates defended as the body's main fuel and only refined ones worth avoiding.

9 likes 1 reply

The claim is from the comment section – not from the episode.

Nothing in this episode supports the claim. The comment originated here, but the claim let go of its source – that is a finding, not a gap.

The adjudicated claim is the commenter's, not the host's.

Dr. Gabrielle Lyon

The Muscle Myth GLP-1 Users Have Been Lied to About | GLS #227

14:08 17,484 views on Sep 7, 2026

@f4f2da

A commenter carrying the same pairing into a discussion about GLP-1 drugs and muscle: the high-fibre whole-food route is presented as what actually improves markers, and carbohydrate-restricted eating as the approach that does not work.

7 likes 2 replies

The claim is from the comment section – not from the episode.

Nothing in this episode supports the claim. The comment originated here, but the claim let go of its source – that is a finding, not a gap.

The adjudicated claim is the commenter's, not the host's.

Dr. Eric Berg DC

The #1 Healthiest Carb in the World

8:36 282,115 views on Sep 7, 2026

@70bcce

A commenter under an episode about carbohydrates and insulin resistance, restating the claim as settled: fibre above 40 g a day from whole foods improves health markers, and the ketogenic approach does not deliver.

4 likes 3 replies

The claim is from the comment section – not from the episode.

Nothing in this episode supports the claim. The comment originated here, but the claim let go of its source – that is a finding, not a gap.

The adjudicated claim is the commenter's, not the host's.

The Proof (Simon Hill)

The Keto Study Everyone Got Wrong: What Science Says About LDL & Heart Disease | Dr Terry Simpson

1:56:18 21,512 views on Sep 7, 2026

@1366ca

A commenter reading an episode-length criticism of how one imaging study was interpreted as a general result: the ketogenic diet is taken to be ineffective, and high-fibre whole-food eating above 40 g a day is offered as the alternative that works.

3 likes 2 replies

The claim is from the comment section – not from the episode.

Nothing in this episode supports the claim. The comment originated here, but the claim let go of its source – that is a finding, not a gap.

The adjudicated claim is the commenter's, not the host's.

Four podcast episodes. Between them, 1.6 million views. And a claim that landed in their comment sections four times in six days, always in the same shape: eat whole foods with more than 40 g of fibre a day and your health markers improve — and the ketogenic diet does not work.

We read all four transcripts looking for that sentence. It is in none of them.

That is not a technicality, and it is not a gotcha. It is the subject of this piece. Because the claim is not absurd — in its strongest form it is close to something true. Fibre is among the best-supported interventions in all of nutrition: raise it and blood pressure, glucose and lipids move, in trials, without changing anything else. And the worry about ketogenic diets is raised by cardiologists rather than by cranks, because those diets raise LDL cholesterol in some people, and sharply in some of them. Someone reading four episodes about exactly these things could assemble that sentence in good faith.

What happened between the episodes and the comment sections is worth watching in slow motion, because it happens constantly and it usually leaves no trace. Here it left one.

What everyone says

The claim reached us as 4 occurrences across 4 channels in a 6-day window, measured on 3 September 2026. One occurrence per channel: a two-hour interview about fat loss, a short episode on GLP-1 drugs and muscle, an eight-minute episode about carbohydrates, and a two-hour episode about how one keto study was read.

The four episodes are not variations on one theme. One is a fat-loss interview that passes through ketogenic diets and cholesterol, one is about a drug class and mentions fibre in passing, one is an eight-minute explainer on carbohydrates, and one is an episode-length criticism of how a single keto study was read. What they share is that the claim appears underneath them and in none of them.

Here is what each episode actually contains, read from the transcript.

The Diary Of A CEO discusses ketogenic diets and cholesterol between roughly 33 and 37 minutes, then fibre as a way of lowering cholesterol in the minute and a half that follows. On the point that matters, it says the opposite of the claim: that a rise in cholesterol on this diet does not mean ketogenic diets are bad or unsafe.

Dr Gabrielle Lyon talks about fibre maxing and GLP-1 drugs. The figure of 40 to 60 g is in that episode — as a description of an online trend, accompanied by caution about it. It is named as something happening, not as a target to hit.

The Proof spends an episode on how one study was read: the KETO-CTA plaque-progression cohort. It criticises an interpretation, not a diet. Fibre appears only in the context of colorectal cancer, with the observation that 92% of people fall short of adequate intake.

Dr Eric Berg discusses carbohydrates, glycaemic index and insulin resistance in eight minutes. It contains no assertion about either half of the claim.

In the material gathered for this dossier, the audience splits nearly evenly — 8 comments supporting the claim against 9 opposing it — while the literature runs 21 supporting studies against 12 opposing. That is the reverse of what we found in our second episode, and worth naming: on this question the comment sections are less settled than the evidence, not more. The disagreement is loud in both directions. What is missing from the argument is the four episodes it claims to be about.

How the claim was assembled

Four passages, four different things lost. None of these operations requires bad faith, and none of them has a culprit. They describe what happens to a sentence when it is carried, not what any person intended.

What the episode saidWhat survivedThe operation
40 to 60 g named as an online trend, with a caution attachedthe number, without the caution and without the labelCaveat removed, label inverted. A trend she warns about becomes a target to hit.
Ketogenic diets raise cholesterol — and that does not mean they are bad or unsafethe association, without the sentence that followed itNegation deleted. The qualifier is the shortest clause in the passage and the first to fall off.
One imaging study has been misread“keto does not work”Scope widened. A methodological criticism of a single study is promoted to a verdict on the whole category.
Carbohydrates, glycaemic index, insulin resistanceno assertion at all — a settingFrame without a claim. The episode supplies the subject matter into which the other three snap.

Read together they are one mechanism with four faces: each step drops the part of the sentence that limits it. A caveat, a negation, a scope, a subject. What is left is shorter, cleaner, easier to repeat, and no longer true.

It is worth being exact about what this does and does not say. It does not say the audience is careless. Reconstructing a claim from four long conversations is what listening to podcasts is for, and the reconstruction here is a reasonable one. It says that the four hosts did not make this claim, and that the parts of their episodes that would have blocked it are precisely the parts that did not travel.

What the evidence shows

55 primary sources. The claim carries two assertions inside one sentence, and the evidence adjudicates them in opposite directions. Three questions, answered separately.

Direction of effect

Partial. Evidence: high.

The fibre half holds. In adults with diabetes or prediabetes, meta-analysed controlled feeding and supplementation trials show that raising fibre intake alone — with no other change in lifestyle — improves HbA1c (−2.00 mmol/mol), fasting glucose (−0.56 mmol/L), HOMA-IR, LDL, triglycerides, body weight and CRP. In adults with hypertension or cardiovascular disease, pooled randomised trials show blood pressure falling by roughly 4/3 mmHg at high GRADE certainty, with the benefit holding irrespective of cardioprotective medication. This is not an association read off a questionnaire. It is fibre, given deliberately, moving markers.

The keto half does not hold. A systematic review and meta-regression of 53 randomised controlled trials finds ketogenic diets lowering triglycerides (−22.31 mg/dL) and raising HDL-C (+3.52 mg/dL) at moderate certainty, while raising LDL-C (+8.22 mg/dL) and total cholesterol (+8.06 mg/dL) at low certainty. Systematic review evidence in overweight and obese women with PCOS reports 7–13% weight loss over six to twenty-four weeks, with improvement in androgens and menstrual regularity, at low-to-moderate certainty. An exploratory randomised trial in polycystic kidney disease found reduced body fat and liver volume. A pilot randomised trial against a low-fat diet found equivalent weight loss and no between-group superiority, and a sports-nutrition position stand concludes that adherence and energy deficit — not carbohydrate restriction as such — drive changes in body composition.

So the honest description is a diet that moves some markers favourably and others unfavourably, comparably to other patterns people can stick to. That is a trade-off profile. “Not effective” is a different statement, and it is the wrong one. The concerns raised on the supporting side are real — LDL-C rising by 18 to 70 mg/dL in normal-weight adults, and fibre and micronutrient shortfalls in strictly animal-based patterns — but a diet with a cost is not a diet with no effect.

Thresholds

Fails. Evidence: high.

No primary source in this dossier reports 40 g/day as a boundary. Not one.

The canonical source on these numbers is the 2019 Lancet series of systematic reviews and dose-response meta-analyses: 185 prospective cohorts, roughly 135 million person-years, 58 randomised trials, with robustness tested through sensitivity analyses, meta-regression and dose-response modelling, and certainty graded with GRADE. It reports 15–30% lower all-cause and cardiovascular mortality for the highest versus the lowest intake, and it locates the greatest risk reduction between 25 and 29 g a day, with the curves suggesting — not demonstrating — further benefit above that range.

Nothing in it designates 40. The 40 appears to be a reading of an upward-sloping curve continued past where the data support it: the number is an extrapolation, not a finding.

Every independent quantification sits lower:

And a dose-response meta-analysis of 15 cohorts finds a smooth linear relation — RR 0.91 per 10 g/day for cardiovascular disease. A straight line is the signature of a continuous variable. It is what a quantity looks like when it has no threshold anywhere in it, at 40 or at any other number.

A multi-society joint advisory and a major dietary policy review decline to set any numeric fibre cut-off at all, judging foods and patterns rather than nutrient boundaries — which is the professional way of saying the same thing.

The claim overshoots the canonical estimate by roughly 40%, and it converts a gradient into a gate.

Causal direction

Partial. Evidence: moderate.

For fibre, a substantial part of the association survives designs built to exclude reverse causation and confounding. Randomised increases in fibre lowered systolic and diastolic blood pressure (−4.3 and −3.1 mmHg) at high GRADE certainty. A blinded randomised crossover trial found that a high-fermentable-fibre diet raised faecal and plasma short-chain fatty acids (P = 0.02) and measurably shifted circulating B- and T-cell populations — fermentation altering immune markers, under randomisation. And two-sample Mendelian randomisation separates the food types: genetically predicted whole-grain-type cereal intake is protective for coronary heart disease, myocardial infarction, heart failure and stroke, while refined cereal products raise risk. That last result matters because it is the whole-food half of the claim tested by a design that does not depend on who chooses to eat what.

The counterweights are real and we do not discount them. A second Mendelian randomisation across 83 dietary habits produced a biologically implausible result — cooked vegetables as the strongest risk factor — which is a warning about the method’s reach. An acute crossover trial found that 15 g of added fibre raised GLP-1 and PYY without changing appetite or energy intake at all: a marker moved, a behaviour did not. And a methodological review documents healthy-user bias, collinearity and exposure misclassification running through nutritional cohorts generally.

On the ketogenic side causal attribution is weaker in both directions, which is the point people on each side tend to skip. Reviews concede that improvements in insulin sensitivity cannot be separated from the accompanying weight loss. No controlled trial supports keto-mediated beta-cell preservation in type 1 diabetes; the evidence there is six case reports. And the strongest datum offered against the lipid worry — the KETO-CTA imaging cohort, where in 100 lean, metabolically healthy people on a ketogenic diet with very high ApoB, Bayesian inference favoured no association between ApoB and one-year non-calcified plaque progression by a factor of 6 to 10 — is a single-arm, one-year, hypothesis-generating study in a selected phenotype, set against LDL-C’s established cumulative causal role in atherosclerosis. It is genuinely informative. It is not a resolution. A single case report of seven years at very high LDL-C without plaque is not one either.

The adjudication

Take the sentence apart and each piece gets a different answer.

The direction is right. Whole-food, fibre-rich eating improves health markers, in randomised trials, partly independently of everything else that tends to travel with it. That is as well established as nutrition gets, and the Mendelian randomisation on cereal type suggests it is not merely the healthy-user effect.

The number is not. It is the only part of the claim stated with complete precision, and it is the part with no source. The canonical dose-response analysis puts the greatest gain at 25 to 29 g. Every independent quantification lands lower than 40. The relation is a straight line. A gradient has been rewritten as a threshold, and the threshold has been placed about 40% above the best available estimate.

And the confident half is the false one. “The ketogenic diet is not effective” is contradicted by 53 randomised trials that show it moving markers in both directions — favourably for triglycerides and HDL, unfavourably for LDL and total cholesterol, with heterogeneity high throughout (I² 60–93%) and no evidence of publication bias (Egger’s p > 0.05 for every outcome). The defensible criticism of ketogenic diets is about an unresolved lipid signal, long-term adherence, and fibre and micronutrient adequacy. That criticism is available, it is serious, and the claim does not make it.

There is a pattern in which half of a claim fails, and it is not random. The part that survived the journey through four comment sections is the part that is short, numeric and absolute. The parts that did not survive are the ones that limit it: the caution attached to the number, the sentence saying a cholesterol rise does not make a diet unsafe, the fact that a criticism was aimed at one study. Precision travelled. Qualification did not.

Verdict: partial. The direction of effect is sound and partly causal. The 40 g threshold is not reported by any primary source and overshoots the canonical estimate. The dismissal of ketogenic diets is contradicted by randomised evidence. And none of it was said by the four people whose comment sections carried it.

Adjudicated against 55 primary sources. Circulation measured from our own collection on 3 September 2026. Sources, study designs and DOIs are listed below in order of evidential hierarchy.

The verdict

Verdict: Partially supported

Layer Question Verdict Evidence
Direction of effect Is there an effect in the claimed direction — that fibre-rich whole-food eating improves health markers, and that ketogenic diets do not work? Verdict: Partially supported high
Thresholds Is 40 g of fibre per day a real physiological boundary, or a number produced by how intake was categorised? Verdict: Not supported high
Causal direction How much of the fibre–health association survives designs that address reverse causation and confounding, and is the ketogenic diet's metabolic effect causal or weight-mediated? Verdict: Partially supported moderate

Sources

1 Meta-analyses & systematic reviews

  1. Ketogenic diet-induced changes in adult lipid metabolism: a comprehensive systematic review and meta-regression of randomized controlled trials. (2026). doi:10.1186/s12872-026-05799-5 – direction of effect, high strength · Systematic review and meta-regression of 53 randomised controlled trials
  2. Effects of Ketogenic Diet (KD) on Metabolic, Endocrine, and Reproductive Outcomes in Overweight/Obese Women With Polycystic Ovary Syndrome (PCOS): A Systematic Review. (2026). doi:10.7759/cureus.103615 – direction of effect, moderate strength · Systematic review (PRISMA) of 14 studies, 643 participants, including RCTs
  3. Effects of different dietary patterns on glucose management in type 1 diabetes: a systematic review and meta-analysis of randomized controlled trials. (2025). doi:10.1016/j.eclinm.2025.103222 – thresholds, high strength · Systematic review and meta-analysis of 35 RCTs (PROSPERO CRD42023479252, RoB-2, GRADE)
  4. Carbohydrate quality and human health: a series of systematic reviews and meta-analyses. (2019). doi:10.1016/S0140-6736(18)31809-9 – thresholds, high strength · Series of systematic reviews, dose-response meta-analyses of 185 prospective cohorts (~135 million person-years) and 58 RCTs
  5. Dietary fibre and whole grains in diabetes management: Systematic review and meta-analyses. (2020). doi:10.2337/dc19-S005 – direction of effect, high strength · Systematic review with meta-analysis of 2 prospective cohorts (8,300 adults, mean 8.8 years follow-up) and 42 controlled feeding/supplementation trials (1,789 adults), with dose-response modelling and GRADE
  6. Dietary fibre in hypertension and cardiovascular disease management: systematic review and meta-analyses. (2022). doi:10.1186/s12916-022-02328-x – causal direction, high strength · Systematic review with meta-analysis of 12 randomised/controlled trials (878 adults with CVD or hypertension) plus 3 prospective cohorts (7,469 adults), random-effects with dose-response and GRADE
  7. Effects of soluble fiber supplementation on glycemic control in adults with type 2 diabetes mellitus: A systematic review and meta-analysis of randomized controlled trials. (2021). doi:10.1016/j.clnu.2020.10.032 – thresholds, high strength · Systematic review and meta-analysis of 29 randomised controlled trials (33 comparisons, 1,517 participants) with meta-regression, subgroup and robust-error dose-response modelling
  8. Dietary fibre intake and mortality from cardiovascular disease and all cancers: A meta-analysis of prospective cohort studies. (2016). doi:10.1016/j.acvd.2015.09.005 – thresholds, high strength · Dose-response meta-analysis of 15 prospective cohort studies with random-effects pooling and confounder-adjusted study estimates
  9. Does Quinoa ( (2024). doi:10.2174/0929867330666230227151852 – direction of effect, moderate strength · Meta-analysis of 7 randomised clinical trials (258 adults) of a whole-grain-like whole food (quinoa, 15-50 g/day, 28-180 days) with nonlinear dose-response modelling
  10. Global burden of 87 risk factors in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. (2020). doi:10.1016/s0140-6736(20)30752-2 – direction of effect, moderate strength · Comparative risk assessment / systematic analysis of 87 risk factors across 204 countries, based on 81 systematic reviews, meta-regression and 30,652 data sources
  11. Inflammation and Chronic Disease: The Mediterranean Diet in Precision and Personalized Nutrition. (2026). doi:10.1159/000551530 – direction of effect, low strength · Narrative review summarising meta-analytic and mechanistic evidence on the Mediterranean diet
  12. Influence of diet on the gut microbiome and implications for human health. (2017). doi:10.1186/s12967-017-1175-y – direction of effect, low strength · Systematic review of dietary intervention and observational studies on the gut microbiome
  13. Ketogenic dietary interventions for autosomal-dominant polycystic kidney disease (ADPKD): a systematic review and synthesis without meta-analysis (SWiM) of observational and interventional studies. (2026). doi:10.1016/j.metop.2026.100447 – direction of effect, moderate strength · Systematic review with synthesis without meta-analysis (SWiM), formal risk-of-bias assessment (RoB 2.0, Newcastle-Ottawa, ROBINS-I)
  14. From Husks and Seeds to Health: an Inevitable Outcome Rather than a Fluke. (2026). doi:10.1007/s13668-025-00722-4 – direction of effect, low strength · Narrative/scoping review of psyllium fibre trials

2 Randomized controlled trials

  1. Digitally enhanced ketogenic diet versus low-fat diet for cardio-renal-metabolic health in a predominantly Hispanic adult population with overweight or obesity: Pilot randomised clinical trial. (2025). doi:10.1111/dom.70000 – direction of effect, moderate strength · Pilot randomised controlled trial (n=60, ketogenic vs low-fat, 6 months, intention-to-treat)
  2. Beyond GLP-1 Agonists: Plant-Derived Bioactive Compounds as Adjunctive Strategies for Obesity Management. (2026). doi:10.3390/nu18142266 – direction of effect, low strength · Narrative review of 61 clinical trials (mostly RCTs) in adults with overweight/obesity
  3. The Mediterranean Diet and Cerebrovascular Risk Factors: A Lifeline for Vascular Health-Narrative Review. (2026). doi:10.3390/nu18081273 – direction of effect, low strength · Narrative review citing the PREDIMED randomised trial and mechanistic data
  4. Branched-chain amino acids from plants and the metabolic syndrome: pathways and pharmacological applications. (2026). doi:10.3389/fnut.2026.1805807 – direction of effect, moderate strength · Review integrating large prospective cohorts, GRADE-appraised RCT evidence and preclinical mechanistic studies
  5. Feasibility and impact of ketogenic dietary interventions in polycystic kidney disease: KETO-ADPKD-a randomized controlled trial. (2023). doi:10.1016/j.xcrm.2023.101283 – direction of effect, moderate strength · Exploratory randomised controlled trial (n=66, three arms: ketogenic diet, water fasting, control)
  6. Effects of two dietary fibers as part of ready-to-eat cereal (RTEC) breakfasts on perceived appetite and gut hormones in overweight women. (2015). doi:10.3390/nu7021245 – direction of effect, moderate strength · Two randomised, double-blind, crossover acute feeding trials in overweight women
  7. A randomized dietary intervention to increase colonic and peripheral blood SCFAs modulates the blood B- and T-cell compartments in healthy humans. (2022). doi:10.1093/ajcn/nqac246 – causal direction, moderate strength · Blinded randomised crossover dietary intervention (n=20 healthy adults, 21 days per arm, 21-day washout)

3 Cohort studies

  1. Adaptive Ketogenic-Mediterranean Protocol (AKMP) in Real Clinical Practice: 14-Week Pre-Post Cohort Study on Glucolipid Markers and Safety. (2025). doi:10.3390/nu17223559 – direction of effect, low strength · Single-arm prospective pre-post cohort (n=105, 14 weeks, no control group)
  2. Longitudinal Data From the KETO-CTA Study: Plaque Predicts Plaque, ApoB Does Not. (2025). doi:10.1016/j.jacadv.2025.101686 – causal direction, moderate strength · Prospective single-arm longitudinal imaging cohort (1-year CAC/CCTA follow-up, n=100) with Bayesian inference
  3. Association between dietary fiber intake and obesity in US adults: from NHANES 1999-2018. (2025). doi:10.3389/fnut.2025.1602600 – thresholds, moderate strength · Large nationally representative cross-sectional analysis with prospective mortality follow-up (NHANES 1999–2018, n = 39,184; logistic and Cox regression with restricted cubic splines)
  4. Identifying the Ratio of Circulating Cinnamoylglycine to Isoleucine as a Biomarker Linking Diet Quality, Microbial Metabolism, and Type 2 Diabetes Risk in the Coronary Artery Risk Development in Young Adults (CARDIA) Cohorts. (2026). doi:10.1016/j.tjnut.2025.101260 – direction of effect, moderate strength · Prospective cohort with metabolomics and incident-case follow-up (CARDIA, n=2296; propensity-matched case-control plus Cox validation)

4 Cross-sectional studies

  1. The Impact of Ketogenic Capacity on Lipid Profile in Individuals with Prediabetes or Newly Diagnosed Type 2 Diabetes. (2025). doi:10.3390/ijms26178566 – direction of effect, low strength · Small cross-sectional comparative study of selected lipid subgroups (27 vs 27 drug-naïve patients)
  2. Association between Accelerated Biological Aging, Diet, and Gut Microbiome. (2024). doi:10.3390/microorganisms12081719 – direction of effect, low strength · Cross-sectional analysis (n=117 adults, 10,000 Families Study) with 16S rRNA microbiome sequencing and multivariable linear mixed models

5 Mechanistic evidence

  1. A narrative review of dietary patterns in cardiovascular-kidney-metabolic syndrome. (2026). doi:10.3389/fnut.2026.1799305 – direction of effect, low strength · Narrative review of dietary patterns (no quantitative pooling)
  2. Mediterranean Dietary Pattern in Type 2 Diabetes Management: Pathways and Clinical Evidence. (2026). doi:10.3390/biomedicines14061350 – direction of effect, low strength · Narrative review of mechanisms and clinical evidence
  3. Prolonging Partial Remission in Type 1 Diabetes: The Role of Low-Carbohydrate Diet: A Literature Review. (2026). doi:10.2147/dmso.s574872 – causal direction, low strength · Literature review of case reports and mechanistic studies
  4. The Ketogenic Diet in Type 2 Diabetes and Obesity: A Narrative Review of Clinical Evidence. (2026). doi:10.3390/nu18030397 – direction of effect, low strength · Narrative review of clinical evidence
  5. Microbiota in health and diseases. (2022). doi:10.1038/s41392-022-00974-4 – direction of effect, low strength · Narrative mechanistic review of microbiota
  6. Modulating the Gut-Nerve Axis and Inflammation: A Narrative Review of Dietary Patterns in Diabetic Peripheral Neuropathy. (2026). doi:10.2147/dmso.s602342 – direction of effect, low strength · Narrative review of dietary patterns in diabetic peripheral neuropathy
  7. Dietary and Policy Priorities for Cardiovascular Disease, Diabetes, and Obesity: A Comprehensive Review. (2016). doi:10.1161/circulationaha.115.018585 – thresholds, low strength · Comprehensive narrative review of nutrition and policy evidence for cardiometabolic disease
  8. Ketogenic Diets and Low-Density Lipoprotein Cholesterol in Adults With Normal Weight: An Emerging Clinical Challenge. (2026). doi:10.1161/jaha.125.048903 – direction of effect, moderate strength · Narrative/state-of-the-art review synthesising short-term clinical trials and mechanistic evidence
  9. Carnivore Diet: A Scoping Review of the Current Evidence, Potential Benefits and Risks. (2026). doi:10.3390/nu18020348 – direction of effect, low strength · PRISMA-ScR scoping review of nine human studies on an animal-only diet
  10. The Lipid Energy Model: Reimagining Lipoprotein Function in the Context of Carbohydrate-Restricted Diets. (2022). doi:10.3390/metabo12050460 – direction of effect, low strength · Narrative review / mechanistic hypothesis paper (Lipid Energy Model), no primary outcome data
  11. Nutritional Determinants of Oral Cancer: A Global Population Attributable Fraction Analysis Across 185 Countries (1990-2018). (2026). doi:10.1016/j.identj.2026.109558 – direction of effect, low strength · Comparative risk assessment / population attributable fraction modelling across 185 countries using log-linear dose-response functions
  12. American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. (2022). doi:10.1016/j.eprac.2022.08.002 – direction of effect, moderate strength · Evidence-based clinical practice guideline (systematic literature review, 2015–2022)
  13. Nutritional priorities to support GLP-1 therapy for obesity: a joint Advisory from the American College of Lifestyle Medicine, the American Society for Nutrition, the Obesity Medicine Association, and The Obesity Society. (2025). doi:10.1016/j.ajcnut.2025.04.023 – direction of effect, low strength · Expert consensus advisory (narrative appraisal of the literature by multi-society panel)
  14. Systematic Evaluation of the Impact of a Wide Range of Dietary Habits on Myocardial Infarction: A Two-Sample Mendelian Randomization Analysis. (2025). doi:10.1161/jaha.124.035936 – causal direction, moderate strength · Two-sample Mendelian randomisation on 83 dietary habits (UK Biobank GWAS) with multivariable MR and mediation analysis
  15. Causal relationship of cereal intake and type with cardiovascular disease: a Mendelian randomization study. (2023). doi:10.3389/fnut.2023.1320120 – causal direction, moderate strength · Two-step and multivariable Mendelian randomisation of cereal intake and cereal type versus cardiovascular disease
  16. Beyond GLP-1 Agonists: An Adaptive Ketogenic-Mediterranean Protocol to Counter Metabolic Adaptation in Obesity Management. (2025). doi:10.3390/nu17162699 – direction of effect, low strength · Thesis-driven narrative review with structured evidence mapping (PRISMA-style flow), no pooled effect estimate
  17. The impact of dietary interventions on cardiometabolic health. (2025). doi:10.1186/s12933-025-02766-w – direction of effect, low strength · Narrative review of dietary interventions and cardiometabolic outcomes
  18. The Effects of Ketogenic Diet on Insulin Sensitivity and Weight Loss, Which Came First: The Chicken or the Egg? (2023). doi:10.3390/nu15143120 – causal direction, low strength · Narrative review of mechanisms (weight-loss-mediated versus direct effects)
  19. Competing paradigms of obesity pathogenesis: energy balance versus carbohydrate-insulin models. (2022). doi:10.1038/s41430-022-01179-2 – causal direction, low strength · Conceptual/paradigm review contrasting the energy balance model and the carbohydrate-insulin model
  20. The Ketogenic Diet Through a Metabolomic Lens: Biochemical Pathways, Therapeutic Applications, and Analytical Challenges. (2025). doi:10.3390/nu17182969 – direction of effect, low strength · Narrative review of metabolomic studies (last five years)
  21. Obesity, Dietary Patterns, and Cardiovascular Disease: A Narrative Review of Metabolic and Molecular Pathways. (2025). doi:10.3390/cimb47060440 – direction of effect, low strength · Narrative review of mechanistic and molecular pathways linking obesity, diet and cardiovascular disease
  22. Low-Carb and Ketogenic Diets in Type 1 and Type 2 Diabetes. (2019). doi:10.3390/nu11050962 – direction of effect, low strength · Narrative review of low-carbohydrate and ketogenic diet studies in type 1 and type 2 diabetes
  23. Clinical research framework proposal for ketogenic metabolic therapy in glioblastoma. (2024). doi:10.1186/s12916-024-03775-4 – direction of effect, low strength · Consensus treatment protocol / proposed research framework (mechanistic, non-interventional)
  24. Unveiling and harnessing the human gut microbiome in the rising burden of non-communicable diseases during urbanization. (2023). doi:10.1080/19490976.2023.2237645 – direction of effect, low strength · Narrative review of gut microbiome, urbanisation and non-communicable disease
  25. Limitations of observational evidence: implications for evidence-based dietary recommendations. (2014). doi:10.3945/an.113.004929 – causal direction, moderate strength · Methodological editorial review on the limitations of observational nutritional epidemiology

6 Other primary sources

  1. Seven Years of 700 Cholesterol Without Coronary Atherosclerosis: A Lean Mass Hyper-Responder Case Report. (2026). doi:10.3390/diseases14050168 – causal direction, low strength · Single-patient case report with coronary CT angiography and AI plaque quantification
  2. Nutritional priorities to support GLP-1 therapy for obesity: A joint Advisory from the American College of Lifestyle Medicine, the American Society for Nutrition, the Obesity Medicine Association, and The Obesity Society. (2025). doi:10.1002/oby.24336 – thresholds, low strength · Expert consensus advisory (duplicate publication of multi-society joint advisory)
  3. International society of sports nutrition position stand: diets and body composition. (2017). doi:10.1186/s12970-017-0174-y – direction of effect, moderate strength · Position stand based on critical analysis of the literature (evidence synthesis, sports nutrition)