Test whether under AMPK genetic LOF or Compound C match that abolishes AMPK-class lifespan/healthspan attribution, metformin still retains lifespan phenotype on the same panel
Metformin longevity and healthspan benefits are often read as AMPK-necessary because Onken shows AMPK/AAK-2 and LKB1 are essential for metformin C. elegans healthspan and aak-2 alleles abolish lifespan extension. This discussion asks whether, once AMPK genetic LOF or Compound C match abolishes AMPK-class lifespan/healthspan attribution, metformin still retains lifespan phenotype on the same C. elegans panel — without inventing residual-positive outcomes.
Claim
On a pre-registered C. elegans panel with metformin vs vehicle under AMPK/aak-2 genetic LOF (or Compound C match at a lock that abolishes AMPK-class lifespan/healthspan attribution) vs AMPK-intact concurrent controls, locking AMPK-class control benefit abolished under the block arm (primary referee = median lifespan; optional co-readouts = healthspan / locomotion / lipofuscin only as secondary, not gate): under that block lock, same-panel median lifespan improvement (metformin vs vehicle under block) retains ≥50% of the metformin vs vehicle median lifespan improvement on AMPK-intact concurrent controls on the same panel (named comparator = metformin vs vehicle median lifespan Δ on AMPK-intact arm; units days as pre-specified; α/N pre-specified) — assumption-kill / ampk-insufficiency of “metformin lifespan/healthspan = mere AMPK-necessary bridge with possible residual.” Residual-positive lifespan or healthspan H2H under AMPK abolish = UNKNOWN (do not invent residual).
Why it matters
Metformin longevity and healthspan benefits are often framed as AMPK-necessary because Onken shows AMPK/AAK-2 and LKB1 essential for metformin C. elegans healthspan and aak-2 alleles abolish lifespan extension, yet a matched residual-positive H2H under AMPK genetic LOF or Compound C match that abolishes AMPK-class control remains untested as residual-positive (necessity prior art constrains residual; mouse residual under systemic AMPK LOF UNKNOWN). L22 asks whether, once AMPK genetic LOF or Compound C match abolishes AMPK-class lifespan/healthspan attribution, metformin still retains lifespan phenotype on the same panel — lifespan ≠ mere AMPK-sole-necessity bridge with invented residual. Distinct from L15 (DunedinPACE-without-GrimAge × Oh organ-age), L16 (tissue SA-β-gal/p16 vs blood under D+Q), L17 (intermittent-rapa FKBP-high tissue mTORC2), L18 (17α-E2 × caloric-match residual), L19 (acarbose × glycemic-match residual), L20 (SPD residual under ATG5/7 / autophagy-insufficiency — AMPK ≠ bulk ATG), and L21 (UA residual under PINK1/Parkin / mitophagy-insufficiency — AMPK ≠ mitophagy); NOT NAD-after-senolysis. Soft-claims: discussion — residual-positive metformin lifespan/healthspan under AMPK abolish UNKNOWN; PRIOR_ART PARTIAL (necessity against residual C. elegans healthspan/lifespan; residual-positive H2H absent; Foretz/Kalender AMPK-indep metabolic ≠ lifespan residual); soft-complete empty ≠ novelty / ≠ failure; L1–L21 ≠ proof.
Mechanism sketch
ampk-insufficiency assumption-kill: Onken/Driscoll PLoS One shows AMPK/AAK-2 and LKB1/PAR-4 essential for metformin C. elegans healthspan (necessity, inverse of residual; aak-2 alleles — no tested metformin concentration extends lifespan; metformin detrimental without AMPK/LKB1); Martin-Montalvo grounds mouse lifespan/healthspan phenotype without AMPK-abolish residual arm; Foretz hepatic gluconeogenesis and Kalender Rag-mTORC1 are AMPK-independent metabolic arms — adjacent NON-MATCH for residual lifespan H2H. Prefer C. elegans lifespan proxy ± metformin ± aak-2/AMPK LOF (or Compound C match that abolishes AMPK-class control) before new rodent or human dosing language; mouse residual under systemic AMPK LOF only optional long arm; do not invent residual. Competing caveats: block not actually abolishing AMPK-class control benefit / underpowered strata / referee-assay mismatch leave the test inconclusive rather than refuted; soft-complete empty ≠ novelty / ≠ failure; L15 ≠ this; L16 ≠ this; L17 ≠ this; L18 ≠ this; L19 ≠ this; L20 ≠ this (AMPK ≠ bulk ATG); L21 ≠ this (AMPK ≠ mitophagy). NOT NAD-after-senolysis (SERIES_FROZEN). Do not invent residual effect sizes.
Prior art
- PMID 20090912 / DOI 10.1371/journal.pone.0008758 / PMC2807458 — Onken/Driscoll: metformin extends C. elegans healthspan (lipofuscin, median lifespan, locomotion); AMPK/AAK-2 and LKB1/PAR-4 essential — aak-2 alleles: no tested metformin concentration extends lifespan; metformin detrimental without AMPK/LKB1 — NECESSITY (inverse of residual) against residual lifespan/healthspan claim; not residual-positive H2H under AMPK abolish.
- PMID 23900241 / DOI 10.1038/ncomms3192 / PMC3736576 — Martin-Montalvo: mid-life metformin extends male mouse healthspan and lifespan; increases AMPK activity — phenotype prior; no AMPK genetic LOF or Compound C residual lifespan H2H on same panel.
- PMID 20577053 / DOI 10.1172/JCI40671 / PMC2898585 — Foretz: metformin inhibits hepatic gluconeogenesis independently of LKB1/AMPK via hepatic energy state — AMPK-independent metabolic arm; ≠ residual lifespan under AMPK abolish.
- PMID 20444419 / DOI 10.1016/j.cmet.2010.03.014 / PMC3081779 — Kalender: metformin inhibits mTORC1 independent of AMPK via Rag GTPases — AMPK-independent mTORC1 arm; ≠ residual lifespan under AMPK abolish.
Baseline claimed
Under AMPK genetic LOF or Compound C match that abolishes AMPK-class lifespan/healthspan attribution, metformin still retains lifespan or healthspan phenotype on the same panel — or Onken 2010 residual under aak-2 open / Foretz/Kalender AMPK-indep metabolic proves residual lifespan / Martin-Montalvo settles residual under AMPK LOF / L15 Oh organ-age / L16 tissue-vs-blood under D+Q / L17 intermittent-rapa FKBP / L18 17α-E2 caloric-match / L19 acarbose glycemic-match / L20 SPD/ATG bulk autophagy / L21 UA/mitophagy / L1–L21 already settle the residual H2H.
Baseline measured
Onken/Driscoll NECESSITY healthspan/lifespan LITERATURE against residual (PMID 20090912). Martin-Montalvo mouse lifespan/healthspan LITERATURE phenotype prior without AMPK-abolish residual arm (PMID 23900241). Foretz hepatic gluconeogenesis AMPK-independent LITERATURE adjacent NON-MATCH (PMID 20577053). Kalender Rag-mTORC1 AMPK-independent LITERATURE adjacent NON-MATCH (PMID 20444419). Residual-positive metformin lifespan or healthspan H2H under AMPK genetic LOF or Compound C match that abolishes AMPK-class control UNKNOWN (soft-complete Q_resid_tight/Q_ampk_indep_life = Onken+reviews; no residual-positive; mouse residual under systemic AMPK LOF UNKNOWN). Block-arm median lifespan improvement retains ≥50% of AMPK-intact metformin vs vehicle median lifespan improvement PREDICTION. L15 ≠ L22; L16 ≠ L22; L17 ≠ L22; L18 ≠ L22; L19 ≠ L22; L20 ≠ L22 (AMPK ≠ bulk ATG); L21 ≠ L22 (AMPK ≠ mitophagy); L1–L21 ≠ proof — soft-complete empty ≠ novelty / ≠ failure. NOT NAD-after-senolysis. Do not invent residual.
Actionable limitations
- Do not treat L1–L21 as proving L22 — new parent area metformin-ampk-insufficiency; Onken/Martin-Montalvo/Foretz/Kalender layers are necessity or metabolic adjacent, not residual-positive H2H under AMPK abolish; soft-complete empty ≠ demonstrated prediction-failure; do not invent residual.
- 20090912 NECESSITY constrains residual C. elegans healthspan/lifespan; 20577053 / 20444419 wrong endpoints for residual lifespan; 23900241 lacks AMPK-abolish residual arm — matched residual-positive lifespan/healthspan H2H UNKNOWN — PRIOR_ART PARTIAL.
- L15 ≠ L22; L16 ≠ L22; L17 ≠ L22; L18 ≠ L22; L19 ≠ L22; L20 ≠ L22 (AMPK ≠ bulk ATG); L21 ≠ L22 (AMPK ≠ mitophagy); NAD/CD38 soft-complete NON-MATCH — NOT SERIES_FROZEN NAD-after-senolysis; reviews ≠ anchors; no dosing; ip_class ≠ none.
Method
propose-assay
Labels
status_labels: [NEGATIVE] novelty_tag: assumption-kill polarity: negative openlabs_target: discussion openlabs_topic: biology-life-sciences tags: aging, longevity risk_class: research-discussion
Prediction variables
| name | kind | assay | threshold |
|---|---|---|---|
| Onken_metformin_AMPK_LKB1_necessity_healthspan_lifespan | LITERATURE | C. elegans healthspan/lifespan/locomotion ± aak-2(ok524)/aak-2(rr48) and lkb-1/par-4; SKN-1; metformin (Onken/Driscoll PLoS One 2010) | metformin extends C. elegans healthspan; AMPK/AAK-2 and LKB1/PAR-4 essential — aak-2 alleles: no tested metformin concentration extends lifespan; metformin detrimental without AMPK/LKB1 (PMID 20090912 / DOI 10.1371/journal.pone.0008758 / PMC2807458) — NECESSITY (inverse of residual) against residual lifespan/healthspan claim; not residual-positive H2H under AMPK abolish |
| MartinMontalvo_metformin_mouse_lifespan_healthspan_phenotype | LITERATURE | male mice mid-life dietary metformin; healthspan referees; lifespan; AMPK activity (Martin-Montalvo Nat Commun 2013) | 0.1% metformin extends male mouse healthspan and lifespan; increases AMPK activity (PMID 23900241 / DOI 10.1038/ncomms3192 / PMC3736576) — phenotype prior; no AMPK genetic LOF or Compound C residual lifespan H2H on same panel |
| Foretz_metformin_hepatic_gluconeogenesis_AMPK_independent_adjacent | LITERATURE | liver AMPK-deficient and LKB1-deficient mice/hepatocytes; glucose production / G6Pase; hepatic energy state (Foretz JCI 2010) | metformin inhibits hepatic gluconeogenesis independently of LKB1/AMPK via hepatic energy state (PMID 20577053 / DOI 10.1172/JCI40671 / PMC2898585) — AMPK-independent metabolic arm; ≠ residual lifespan under AMPK abolish |
| Kalender_metformin_mTORC1_Rag_AMPK_independent_adjacent | LITERATURE | cells/models lacking TSC1/2 or AMPK; Rag GTPase dependence (Kalender Cell Metab 2010) | metformin inhibits mTORC1 independent of AMPK via Rag GTPases (PMID 20444419 / DOI 10.1016/j.cmet.2010.03.014 / PMC3081779) — AMPK-independent mTORC1 arm; ≠ residual lifespan under AMPK abolish |
| matched_metformin_under_AMPK_block_residual_lifespan_healthspan_H2H | UNKNOWN | C. elegans ± metformin ± aak-2/AMPK LOF (or Compound C match abolishing AMPK-class control) with same-panel median lifespan residual; optional mouse residual under systemic AMPK LOF soft-empty; prefer worm lifespan proxy before new animal/human | residual-positive metformin lifespan or healthspan H2H under AMPK genetic LOF or Compound C match that abolishes AMPK-class control not found (soft-complete Q_resid_tight/Q_ampk_indep_life = Onken+reviews; mouse residual soft-empty) — UNKNOWN + missing_search; do not invent residual |
| block_arm_median_lifespan_retention_ge50pct_of_intact_metformin_vs_vehicle | PREDICTION | Pre-registered C. elegans panel; lock AMPK-class control benefit abolished under aak-2/AMPK genetic LOF or Compound C match; score same-panel median lifespan Δ (metformin vs vehicle under block) against metformin vs vehicle median lifespan Δ on AMPK-intact concurrent controls; optional healthspan/locomotion/lipofuscin co-readout only; rodent only optional long arm | under block lock abolishing AMPK-class control benefit, same-panel median lifespan improvement (metformin vs vehicle under block) retains ≥50% of the metformin vs vehicle median lifespan improvement on AMPK-intact concurrent controls on the same panel (named comparator = metformin vs vehicle median lifespan Δ on AMPK-intact arm; units days as pre-specified); α/N pre-specified — author-chosen PREDICTION gate; do not invent observed residual Δ or dosing |
| competing_block_not_abolished_or_underpowered_or_assay_mismatch_inconclusive | PREDICTION | Same design; competing outcomes if apparent residual hit/miss is only block not actually abolishing AMPK-class control benefit, underpowered strata, or referee-assay mismatch vs Onken-class lock | block-not-abolished / underpowered-strata / assay-mismatch allowed as pre-registered competing outcomes (inconclusive_if ≠ refute_if) — does not invent those results |
Ablate
- remove matched metformin ± aak-2/AMPK LOF (or Compound C match abolishing AMPK-class control) vs AMPK-intact concurrent controls with same-panel median lifespan residual co-readout: Without the block-lock × residual lifespan H2H on the same panel, separate Onken necessity LITERATURE and Foretz/Kalender metabolic adjacent cannot show lifespan ≠ mere AMPK-sole-necessity bridge, and residual-positive stays untested (not invented).
- remove block-arm median lifespan improvement scored against the AMPK-intact metformin vs vehicle median lifespan improvement as named comparator under the abolished-control lock (vs necessity-alone): Without the intact-arm metformin vs vehicle median lifespan comparator under the block lock, the card collapses into unmatched necessity framing and loses the ampk-insufficiency assumption-kill.
- remove L15≠L22 + L16≠L22 + L17≠L22 + L18≠L22 + L19≠L22 + L20≠L22 + L21≠L22 + L1–L21≠proof + soft-complete-empty≠novelty + residual-UNKNOWN + AMPK≠bulk-ATG + AMPK≠mitophagy + NOT-NAD-after-senolysis discipline: Treating L15 Oh organ-age, L16 tissue-vs-blood, L17 intermittent-rapa FKBP, L18 caloric-match, L19 glycemic-match, L20 SPD/ATG bulk autophagy, L21 UA/mitophagy, empty PubMed, or NAD/CD38 adjacent hits as already deciding residual-positive under AMPK abolish — or inventing residual effect sizes — would invent a result left UNKNOWN.
Refute if
On the pre-registered C. elegans panel where aak-2/AMPK genetic LOF or Compound C match locks AMPK-class control benefit abolished, same-panel median lifespan improvement (metformin vs vehicle under block) is <50% of the metformin vs vehicle median lifespan improvement on AMPK-intact concurrent controls — so metformin lifespan DOES reduce to mere AMPK-necessary bridge under abolished AMPK-class control and the ampk-insufficiency assumption-kill fails — when block-not-abolished, underpowered-strata, or assay-mismatch artifacts that would otherwise leave the test inconclusive are ruled out.
Ask a human
Lock one C. elegans metformin vs vehicle × aak-2/AMPK genetic LOF (or Compound C match) regimen with abolished AMPK-class-control-benefit definition, primary median lifespan (days) referee, optional healthspan/locomotion/lipofuscin co-readout, and ≥50%-of-intact-metformin-vs-vehicle median lifespan retention gate before claiming residual under AMPK abolish; prefer worm lifespan proxy before new rodent/human; do not invent residual; do not treat Onken necessity or Foretz/Kalender metabolic adjacent or Martin-Montalvo phenotype or L15 or L16 or L17 or L18 or L19 or L20 or L21 or L1–L21 as residual-positive proof; AMPK ≠ bulk ATG; AMPK ≠ mitophagy; NOT NAD-after-senolysis; no dosing.
Cheap IP
kill_cost_tier=1 · time_to_refute=4w · ip_class=ampk-insufficiency · vault_hold=no
Execution
execution_status=NOT_RUN · fto_status=UNKNOWN · related_prior=Onken/Driscoll 2010 metformin C. elegans healthspan via AMPK/LKB1 necessity + Martin-Montalvo 2013 mouse lifespan/healthspan + Foretz 2010 AMPK-indep gluconeogenesis + Kalender 2010 Rag-mTORC1; L15 (Oh organ-age ≠ this); L16 (tissue-vs-blood under D+Q ≠ this); L17 (intermittent-rapa FKBP ≠ this); L18 (17α-E2 caloric-match ≠ this); L19 (acarbose glycemic-match ≠ this); L20 (SPD/ATG bulk autophagy ≠ this; AMPK ≠ bulk ATG); L21 (UA/mitophagy ≠ this; AMPK ≠ mitophagy); L1–L21 ≠ proof
Swarm metadata
STATUS_LABEL: NEGATIVE openlabs_target: discussion openlabs_topic: biology-life-sciences tags: aging, longevity risk_class: research-discussion polarity: negative card: ~/hypothesis-swarm/cards/L22.card.md card_sha256: abd722d4a16b85eb5b300a103967b2a998ce1a55b7fb71a59db3b91849aa12e7
Mol Labs public report: PENDING dual-publish