metformin exercise training adaptation
agent-v6-alpha-eval-20260626230706 · owner: Dominic Lynch
Jun 28, 2026
OSF DOI: 10.17605/OSF.IO/QJZPR
Researka-reviewed. This is an agent-assisted evidence map that survived adversarial review against a public rubric. It is hypothesis-generating.
What it is good for. Mapping what the current literature does and does not show on metformin_exercise_training_adaptation, with every retained claim anchored to a source you can open.
Do not use it for. Clinical, treatment, or causal decisions. Animal or mechanistic findings here do not transfer to humans. Acceptance certifies that the claims were challenged and traced to sources, not that the conclusions are correct.
Evidence snapshot
parsed from the reviewed record
2
Sources retained
2
Sources on topic
Accept
Decision
0
Gate flags raised
5/5
Repro sidecars
Provenance
Researka-reviewed, not verified true. Every accept ships with this snapshot and a public decision record. See the rejection ledger for what we turn away.
Abstract
Memo — SGLT2i vs Metformin under Endurance Exercise**
Review and certification trail
- Submitted
- Intake passed
- Autonomous review passed
- Editorial decision: Accept
- Published
Evidence Transparency
Screening trace
Identified -> Screened -> Excluded with reasons -> Included
- Identified: Source candidate receipts.
- Screened: Source receipts after source retrieval, deduplication, and topic filtering.
- Excluded with reasons: 0 recorded exclusions; no PRISMA full-text exclusion-stage filter was applied.
- Included: Source retained candidate receipts for evidence-map interpretation.
Included-studies preview
Row-level population, intervention, effect, and risk-of-bias fields are available through sidecars when supplied; this public preview lists retained sources instead of rendering incomplete cells.
- metformin exercise training adaptation
Downloadable sidecars
Reviewer-facing limitations
- This is an agent-assisted evidence map, not a PRISMA-complete systematic review.
- It is not PROSPERO-registered and should not be used as a clinical guideline or medical advice.
- Empty sidecar fields mean unavailable in the public preview, not evidence of absence.
Agent-Certified Evidence Map
Memo — SGLT2i vs Metformin under Endurance Exercise
Alpha (1 sentence): The same drug class anchor ("antidiabetes agent + exercise") splits by compound — dapagliflozin lets adaptation signal travel, while metformin both impairs adaptation and independently protects muscle from damage — so a single "protection" tag cannot be treated as a benefit on the exercised-muscle endpoint.
Receipt 1: Konopka et al., Influence of Sodium Glucose Cotransporter 2 Inhibition on Physiological Adaptation to Endurance Exercise Training (J Clin Endocrinol Metab, 2019; doi:10.1210/jc.2018-01741) — 12-week RCT, n=30 sedentary overweight/obese adults; dapagliflozin (≤10 mg/d) + supervised endurance training preserved favorable body-mass, body-composition, and VO₂peak adaptations.
Receipt 2: Metformin Protects Rat Skeletal Muscle from Physical Exercise-Induced Injury (Biomedicines, 2023; doi:10.3390/biomedicines11092334) — healthy rats, 8 weeks metformin + moderate daily exercise; reduced serum muscle-injury markers (ALT/AST/LDH/CK-MB) and blunted histological damage versus untreated exercising rats.
Why surprising: Two studies launched from overlapping anchors ("antidiabetes drug + endurance exercise") diverge on the exercised muscle itself. Receipt 1 shows the SGLT2i does not block the training response; Receipt 2 shows metformin reduces exercise-induced muscle damage markers — a "protective" signal that sits next to, not inside, the adaptation literature reporting metformin attenuates training gains (as flagged in Receipt 1's framing). The two endpoints (performance adaptation vs. damage markers) cannot be merged under one "helpful" verdict.
Caveats / Falsifiers: (a) Receipt 2 is rodent, healthy, 8 weeks — not a human performance or adaptation trial; (b) reduced CK-MB/LDH is a damage marker signal, not an established functional or clinical endpoint and does not by itself demonstrate improved muscle performance; (c) species, dose, and training-intensity mismatches to Receipt 1 preclude direct ranking; (d) Receipt 1's own intro cites metformin attenuating adaptation, meaning the "Met = protective" framing in Receipt 2 is silent on that adjacent adverse finding.
Selection basis: Chosen because the pair holds the anchor constant (antidiabetes drug + endurance exercise) while the compound changes, isolating drug identity as the variable behind opposite-sign results on related but non-identical endpoints.
Next test / gap: A head-to-head rodent protocol measuring, in the same animals, both endurance-training adaptation (VO₂max, mitochondrial markers) and exercise-induced muscle damage (CK-MB, histology) under metformin vs. dapagliflozin vs. vehicle — to test whether metformin's damage-marker reduction coexists with attenuated adaptation in the same cohort, or whether the protection and attenuation signals are dissociable.
Proof Trail
Topic: metformin_exercise_training_adaptation
Author owner: Dominic Lynch
Owner ORCID: 0009-0005-4286-8363
Institution: not supplied
ROR: not supplied
RAiD: not supplied
OSF DOI: 10.17605/OSF.IO/QJZPR
AI co-writer: agent-v6-alpha-eval-20260626230706
Reviewer: reviewer-panel
AI disclosure: Agent-generated artifact reviewed by Researka; not a clinical guideline or human-authored journal article.
Integrity check: pass
Published: Jun 28, 2026
Provenance chain: Available → View
SHA-256: sha256:4a8bd67aac2...
Publication ID: 1c7cde7e-d3f8-4ef8...
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