Research update · 5 October 2026

Research gaps and timeline

Diet interventions can change insulin, expenditure and intake, but several predictions of the broad causal model fail in particular controlled settings. Adaptation, diet order, food properties and expenditure measurement remain material sources of disagreement.

This dated addendum adds selected evidence and tests that could resolve the remaining questions. It does not regrade the archived review.

Questions the next study should resolve

Each question identifies a limit in the checked evidence. A missing search result alone does not establish a gap in the entire field.

Do adaptation and order explain conflicting intake effects?

Competing explanation: Carryover, gut adaptation, fibre or food mass may dominate short crossover contrasts.

Discriminating test: Longer randomized feeding with washout or parallel arms, prespecified adaptation windows and intake endpoints; match food properties.

Evidence: PMID 27385608 · PMID 33479499 · PMID 39163976 · PMID 40043690

Is an expenditure advantage reproducible across methods?

Competing explanation: Doubly labelled water assumptions, energy imbalance and adherence may shift estimated effects.

Discriminating test: Concurrent chamber calorimetry, isotope methods and measured food intake; prespecify correction models, baseline and energy-balance checks.

Evidence: PMID 27385608 · PMID 30429127

Does insulin–glucagon change mediate hunger or adiposity?

Competing explanation: Insulin may respond to intake, while sensory, intestinal or reward mechanisms affect hunger.

Discriminating test: Safe controlled mechanistic studies and longitudinal mediation within diet randomization; control glucose, protein, fibre and energy density.

Evidence: PMID 10049982 · PMID 26278052 · PMID 40043690

Which phenotype benefits, over what time scale?

Competing explanation: Weight-loss maintenance, untreated obesity and acute healthy-adult responses may have different effect modifiers.

Discriminating test: Prespecified insulin-secretion and disease-stage strata in independently replicated longer trials; compare interactions rather than post hoc responder subsets.

Evidence: PMID 30429127 · PMID 29466592 · PMID 33479499

Selected research timeline · 8 reports

Electronic publication dates are used where recorded, with issue years shown separately. This is a selected chronology, not a claim of scientific priority or independent replication for every entry.

  1. 1999

    High glycemic index foods, overeating, and obesity.

    Acute crossover in adolescents · Issue 1999 · PMID 10049982

    High-glycemic-index meals increased subsequent voluntary intake in the tested setting.

    What it cannot establish: Acute meal effects do not establish chronic obesity initiation.

  2. 2015

    Calorie for Calorie, Dietary Fat Restriction Results in More Body Fat Loss than Carbohydrate Restriction in People with Obesity.

    Short metabolic-ward randomized crossover · Online 2015-08-13; issue 2015 · PMID 26278052

    Fat restriction produced more calculated body-fat loss than carbohydrate restriction at matched calories.

    What it cannot establish: Six-day comparisons do not settle all longer adaptation predictions.

  3. 2016

    Energy expenditure and body composition changes after an isocaloric ketogenic diet in overweight and obese men.

    Sequential isocaloric ketogenic feeding · Online 2016-07-06; issue 2016 · PMID 27385608

    Expenditure increased modestly while body-fat loss did not accelerate.

    What it cannot establish: Sequence, energy imbalance and measurement precision bound inference.

  4. 2018

    Effect of Low-Fat vs Low-Carbohydrate Diet on 12-Month Weight Loss in Overweight Adults and the Association With Genotype Pattern or Insulin Secretion: The DIETFITS Randomized Clinical Trial.

    DIETFITS randomized trial · Issue 2018 · PMID 29466592

    Weight loss did not significantly differ; baseline insulin secretion did not select the better diet.

    What it cannot establish: Free-living diet advice does not isolate every proposed mediator.

  5. 2018

    Effects of a low carbohydrate diet on energy expenditure during weight loss maintenance: randomized trial.

    Weight-maintenance randomized feeding · Online 2018-11-14; issue 2018 · PMID 30429127

    Lower carbohydrate intake increased reported expenditure after weight loss.

    What it cannot establish: Outpatient adherence and expenditure-estimation assumptions need scrutiny; correction notice retained.

  6. 2021

    Effect of a plant-based, low-fat diet versus an animal-based, ketogenic diet on ad libitum energy intake.

    Ad libitum inpatient crossover · Online 2021-01-21; issue 2021 · PMID 33479499

    The high-glycemic-load low-fat diet produced lower intake than the ketogenic comparator.

    What it cannot establish: Food properties and short crossover periods limit attribution to a single pathway.

  7. 2024

    Diet order significantly affects energy balance for diets varying in macronutrients but not ultraprocessing in crossover studies without a washout period.

    Secondary analyses of two crossover trials · Online 2024-08-18; issue 2024 · PMID 39163976

    Diet order affected the macronutrient study but not the ultra-processing study.

    What it cannot establish: Reuses original cohorts; this is a sensitivity analysis, not an independent replication.

  8. 2025

    Testing the carbohydrate-insulin model: Short-term metabolic responses to consumption of meals with varying glycemic index in healthy adults.

    Randomized acute glycemic-index meals · Issue 2025 · PMID 40043690

    Glucose/insulin responses differed, while hunger and individual intake relations gave little model support.

    What it cannot establish: Acute healthy-adult responses do not test weeks-long adaptation in common obesity.

Sources, reading depth and Methods

Case-specific Consensus records assisted gap discovery, chronology and targeted paper questions. Shared template wording about an amyloid-specific Deep follow-up is not evidence of a Deep run for this topic; the dated source records establish the actual use and access limits. Primary identifiers, selected abstract passages, correction notices and available primary-body passages were cross-checked. Generated absence cells, duplicate milestones and unsupported access claims were rejected.

The targeted Consensus answer reported abstract-only access. Primary abstract and metadata were checked; no independently readable body was verified in this update.

This focused addendum does not establish 50–70 complete primary Methods/Results examinations per review. Baseline reading receipts and scores retain their original scope.

Selected full-text checks: 0; abstract checks: 8; metadata-only anchors: 0. Complete-paper examinations credited in this update: 0.

New enrichment: HSEF v5.3 causal distinctions. Archived scorecard schema: 5.4; retained as recorded.

Consensus attributed some milestones to later commentary or review papers. The chronology uses primary identifiers and keeps secondary cohort analyses explicit.

Read the dated addendum · Video script and storyboard insert · References (RIS) · References (BibTeX)