aging_wiki โ€” chronological log

Thin chronological index. Full entry content lives in log/ sub-files; this file holds pointers only.

Sub-file structure:

  • log/R<N>.md โ€” numbered campaign-round entries (round-close summary + verifier + propagation entries for that round)
  • log/YYYY-MM-DD.md โ€” ad-hoc daily entries (one-off user-requested ingests/verifies not part of a numbered round)
  • log/lint.md โ€” periodic lint-pass entries (## [date] lint)
  • log/recency.md โ€” recency-refresh sweeps (R34 backfill batches and similar)

Entries below are in reverse-chronological order (newest first). Each line: date, summary, link to sub-file.

  • 2026-06-03 ingest+verify โ€” sex-differential aging campaign, batches 7-9 + campaign close (female conditions + reproductive organs/cells + mechanisms; user-requested; all seeded + verified โ†’ verified:true). 13 pages: PCOS, endometriosis, POI, Turner; uterus, breast, prostate, sertoli/spermatogonial/theca cells; iron (first type:metabolite), ferroptosis, XIST. (mtDNA page reconciled away โ€” existing mtdna.md reused via alias.) Verifier caught 4 inverted findings (Pedroso telomere, Forslund menopause-timing, Barnard superficial-peritoneal, Nie SSC framing), a wrong-cohort error (Figueroa), a cell-type misattribution (Paul-Robaire), + several bad DOIs/fabricated stats. Fixed a 404 DOI on the verified XCI page. MOCs updated. CAMPAIGN COMPLETE: 39 atomic pages + 5 patches + 1 capstone MOC, all verified. โ†’ 2026-06-03
  • 2026-06-03 ingest+verify โ€” sex-differential aging campaign, batch 6 (hormone-replacement interventions; user-requested; seeded + verified โ†’ all verified:true). 4 class pages: hormone-replacement-therapy, testosterone-replacement-therapy, aromatase-inhibitors, selective-estrogen-receptor-modulators. Neutral evidence synthesis (userโ€™s pro-aging prior held at armโ€™s length): none is a validated geroprotector; AIs clearest pro-aging case (estrogen deprivation) but cancer-justified; MHT/TRT timing/indication-dependent ~neutral mortality. Verifier caught a 9-fold dose error (ELITE), a wrong primary endpoint (Bhasin 2026), a misresolved DOI (bhatnagar), multiple HR errors. New mechanism classes: aromatase-inhibition, SERM. โ†’ 2026-06-03
  • 2026-06-03 ingest+verify โ€” sex-differential aging campaign, batch 5 + capstone (phase-1 final). Patched 5 existing verified disease pages with sourced+verified ## Sex differences sections (alzheimers โ…”-female/APOEร—sex, cardiovascular post-menopausal convergence, skin estrogen-collagen, frailty health-survival paradox, immunosenescence female-immunity/autoimmunity). Built capstone MOC frameworks/sex-differences-in-aging.md (registered in index + README). Campaign complete: 24 atomic pages + 5 patches + 1 MOC, all verified. Verifier caught a fabricated method+n on the immunosenescence patch (Mรกrquez 2020). โ†’ 2026-06-03
  • 2026-06-03 ingest+verify โ€” sex-differential aging campaign, batch 4 (distinctively-sexed mechanisms; seeded + wave-D verified โ†’ all verified:true). 4 pages: x-chromosome-inactivation (XCI erosion + Dou-2024 XIST-autoimmunity), female-longevity-advantage (evidence-aggregating MOC: Zarulli/Lemaรฎtre phenomenon + 8 candidate mechanisms), mothers-curse (mitochondrial male-load, contested), reproductive-aging-tradeoffs (Poganik-2023 pregnancy-clock + parity). Corrections: Trinidad-slavery date, Ryan-2018 clock misattribution, Poganik cohort-n. 23 campaign pages now all verified. โ†’ 2026-06-03
  • 2026-06-03 verify โ€” sex-differential aging campaign, batch 3 (wave C; all 7 male-axis + symptom pages โ†’ verified:true). Every page corrected: TRAVERSE MACE HR wrong direction (testosterone), confabulated Zhang-2024 mechanism (lh), reversed elinzanetant hepatotoxicity claim (vasomotor-symptoms), badly wrong REVIVE figures (GSM), Kong SSC-division misattribution (testis), EMAS prevalence (andropause). No leaked errors elsewhere; menopause cross-refs de-staled. โ†’ 2026-06-03
  • 2026-06-03 ingest โ€” sex-differential aging campaign, batch 3 (male foundation + female menopausal symptoms; user-prompted). Seeded 7 pages (verified:false, queued): testosterone, andropause, testis, leydig-cells, lh, vasomotor-symptoms, genitourinary-syndrome-menopause. Male axis deliberately contrasted with abrupt female axis; paternal-age effect, KNDy/NK3R VMS mechanism, GSM chronic-vs-remitting. Added androgen-receptor-agonist mechanism class. MOC reorganized into female/male/shared axes. โ†’ 2026-06-03
  • 2026-06-03 verify โ€” sex-differential aging campaign, batches 1+2 (all 12 foundation pages โ†’ verified:true; user chose to verify before continuing). 12 wiki-verifier passes vs primary PDFs; every page needed corrections (high seeder-error rate). Highlights: ovary follicle-count table fully wrong (7M-germ-cell vs NGF conflation, fixed to Wallace-Kelsey); a 2nd wrong DOI (amh/durlinger); Wright-2014 fabricated CI; Melville-2025 sign inversion; Shang-2024 omitted null; FSH FSHฮฒ+/โˆ’ genotype crux error; Wilson-2019 HR misrepresentation; Brincat collagen figure fabricated. No leaked values elsewhere (grep clean). โ†’ 2026-06-03
  • 2026-06-03 ingest โ€” sex-differential aging campaign, batch 2 (estrogen signaling + reproductive endocrine proteins; user-prompted). Seeded 6 type: protein pages (all verified:false, queued): esr1 (ERฮฑ), esr2 (ERฮฒ), gper, cyp19a1 (aromatase), amh, fsh. Resolves the estrogen-receptor stubs dangling off batch-1 estradiol. Propagated to reproductive-system MOC; fixed a seeder-introduced wrong DOI on batch-1 ovary.md (dewailly2014 dmu002โ†’dmt062). โ†’ 2026-06-03
  • 2026-06-03 ingest โ€” sex-differential aging campaign, batch 1 (female reproductive foundation; user-prompted). Seeded 6 atomic pages (all verified:false, queued): tissues/ovary.md, phenotypes/menopause.md, molecules/compounds/estradiol.md, molecules/compounds/progesterone.md, cell-types/oocytes.md, cell-types/granulosa-cells.md. Propagated to reproductive-system MOC, resolved the sex-hormone #gap/unsourced on altered-intercellular-communication, reciprocal links on osteoporosis/brca1; added progesterone-receptor-agonist mechanism class. Audit correction: esr1/esr2/gper/cyp19a1 do NOT exist (initial audit was wrong) โ€” folded into next wave. โ†’ 2026-06-03
  • 2026-06-03 update โ€” interventions/lifestyle/exercise.md (ad-hoc): added โ€œTraining frequency and body recompositionโ€ section answering a recurring practical question (daily vs. alternating/recovery-day training ร— recomposition rate). Synthesizes STRRIDE-AT/RT (Willis 2012; fat-loss vs lean-gain decoupling), Schoenfeld 2016 (volume-equated frequency null), Wilson 2012 (concurrent-training interference scales with endurance frequency; running>cycling), + concurrent2025 / ACSM 2026. 5 citations DOI/PMID-sanity-verified; page stays verified:true with dated scope addendum (new effect sizes directional, not PDF-checked). Surfaced dose-response-unclear (no volume-matched daily-vs-alternating recomposition RCT). โ†’ 2026-06-03
  • 2026-06-02 schema โ€” R51: relocated the 6 type: experiment pages + README from public top-level experiments/ into the PRIVATE protocols/experiments/ tree (user judged them working drafts akin to brainstorming). Experimentโ†”causal-graph integration is now one-way; de-linked 4 public inbound refs (causal-graph-data, index, chronic-venous-disease) keeping the prose as plain literature-gap statements. Leak-gate + invariant extended to catch the bare experiments/-prefixed wikilink alias. โ†’ 2026-06-02
  • 2026-06-02 ingest โ€” interventions/dietary/multivitamins.md (ad-hoc): seeded the multivitamin-mineral intervention page (mode: dietary, human-evidence-level: limited-negative). Synthesizes Loftfield 2024 (mortality null, n=390k), COSMOS (cancer/CVD null) + COSMOS cognition exception, PHS-II (modest cancer), USPSTF 2022 (against beta-carotene/vitamin E), HOPE-2 (homocysteine-lowering null). Framing: deficiency-insurance not geroprotector; formulation (iron/beta-carotene/high-E) is the harm subset. verified:false + banner, queued for verifier. โ†’ 2026-06-02
  • 2026-06-02 repo-hygiene โ€” retired ROADMAP.md (R50; decayed to mostly closed-campaign archive + a forward queue superseded by inbound-count discovery + ad-hoc + distributed #stub markers); folded residual proactive intent + propagation backlog into planned-coverage; repointed wiki-seeder/lint-pass/index/gaps refs. Also surfaced four AI-extraction failure-mode conventions from private memory into verifying-extraction. โ†’ 2026-06-02
  • 2026-06-02 build โ€” organ-system MOC framework (user-requested): new type: organ-system schema (R49); 11 body-system MOCs in organ-systems/ (cardiovascular/musculoskeletal/integumentary/nervous/hematopoietic/immune/endocrine/digestive/urinary/respiratory/reproductive) resolving the previously-broken parent-system: links; by-organ-system index; 6 organ stubs (kidney/liver/lung/pancreas/thymus/spleen); seeded+verified thyroid, parathyroid, vitamin-k-cycle. Verifiers caught an inverted PTH-paradox mechanism + a UBIAD1 expression error; scrubbed a leaked local filesystem path from a verifier log note. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” tissues/parathyroid.md โ†’ verified:true (partial scope). 6 corrections: Farrell 2018 redesignated as single-institution retrospective (n=33,652), not a 17-study meta-analysis; 63% PTH increase figure added; Jilka 2007 PTH-paradox table corrected (continuous-PTH mechanism: Runx2 suppression, not cAMP-PKA promotion; intermittent-PTH anti-apoptotic: cAMPโ†’PKAโ†’Bad/Bcl-2, not PTHrP/PP2A); Minisola 2022 prevalence figures made precise (233/100,000 women, 85/100,000 men); 85โ€“90% single-adenoma claim tagged unsourced. Supersession check run โ€” no superseding evidence found; post-2021 PTH reference interval literature consistent with existing framing. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” tissues/thyroid.md โ†’ verified:true (partial scope). 5 corrections: nodule malignancy rate in body 4โ€“5% โ†’ 23.6% (Lin 2005 surgical-series denominator clarified; 3.9% all-evaluated figure added); TRUST trial description expanded with TSH inclusion range, exact p-values + 95% CIs, ThyPRO instrument name, MCID, randomization numbers, dose details; TRUST footnote expanded with mean age, sex, median follow-up, SD on TSH outcomes; Lin 2005 footnote surgical denominator made explicit; gap entry corrected โ€œonly one yearโ€ to โ€œprimary endpoint at one year (median 17.3 months)โ€. TRUST full PDF read; 4 other sources abstract-only (closed-access). โ†’ 2026-06-02
  • 2026-06-02 verify โ€” pathways/vitamin-k-cycle.md โ†’ verified:true. 1 correction: UBIAD1 tissue-expression โ€œbrain, testis, arterial wallโ€ โ†’ โ€œbrain, testis, pancreasโ€; mRNA-vs-protein paradox in heart noted. Nakagawa 2010 PDF read; Reactome R-HSA-6806664/R-HSA-6806674 confirmed. Stale โ€œvitamin-k-cycle is a stubโ€ note removed from ggcx.md. โ†’ 2026-06-02
  • 2026-06-02 ingest+verify โ€” vitamin-K-cycle enzymes (user โ€œcontinueโ€; final lint-sweep tier): seeded + same-day-verified molecules/proteins/ggcx.md (ฮณ-glutamyl carboxylase, tier 4) and molecules/proteins/vkorc1.md (vitamin K epoxide reductase, tier 3 + documented warfarin paradox; vkor aliased). Verifiers caught an unsourced PDB ID, a wrong SNP (rs2884737โ†’rs8050894), and several count/topology errors โ€” all corrected, none propagated. Cleared the ggcx/vkor gap markers on matrix-gla-protein + vitamin-k; reciprocal stubs resolved. Bone/vascular cluster now fully seeded + verified. โ†’ 2026-06-02
  • 2026-06-02 ingest+verify โ€” gap-fill batch (user-prompted, continuing the lint-sweep ranking): seeded + same-day-verified studies/mcclung-2019-loft.md (LOFT odanacatib RCT), phenotypes/hyperphosphatemia.md, molecules/compounds/vitamin-k.md, processes/splicing-dysregulation.md. Schema fix: phenotype was missing from CLAUDE.mdโ€™s verified-discipline type list + frontmatter block (27/28 phenotype pages already carry it) โ€” added. Verifiers caught a Diederichsen-2022 sign error, a fabricated compound (โ€œH3BS-10000โ€), and a fabricated Block-2004 RR โ€” all corrected, none propagated. Cleared vitamin-k/splicing-dysregulation gap markers on matrix-gla-protein + sf3b1. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” processes/splicing-dysregulation.md โ†’ verified:true (partial scope: Scaffidi 2006 + Holly 2013 via PMC full text; Latorre 2017 + Pabis 2024 full PDFs; Hayman 2026 abstract-only; 9 sources not re-read). 8 corrections: โ€œone-thirdโ€ โ†’ 38% InCHIANTI (27/71); fabricated compound โ€œH3BS-10000โ€ removed; quercetin/fisetin misattribution removed; hnRNPB1 replaced with actual 20-factor panel; mouse IR/readthrough over-claim corrected (Pabis 2024 mouse effects non-significant); Scaffidi 2006 quantitative data added; two incorrect no-fulltext-access tags removed. No supersession found. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” molecules/compounds/vitamin-k.md โ†’ verified:true (partial scope: 4 full PDFs + Knapen abstract; 11 corrections including Diederichsen 2022 sign error +17โ†’โˆ’17 AU and 720 ยตg dose omission; clinical-trials-active=7 methodology documented; supersession check run โ€” Hasific 2025 AVADEC sub-study consistent with framing, no supersession). โ†’ 2026-06-02
  • 2026-06-02 verify โ€” phenotypes/hyperphosphatemia.md โ†’ verified:true (partial: Block 2004 and Kuro-o 2010 abstract-only; Isakova 2011 PMC-abstract-only; Kuro-o 2021 + McGovern 2013 + Larsson 2010 full PDFs). 5 corrections: fabricated Block 2004 single-RR removed; โ€œpatient-yearsโ€ โ†’ โ€œpatientsโ€; McGovern comparator band 0.87โ€“1.13 โ†’ 0.75โ€“1.00 mmol/L; Larsson non-CV-mortality Pi claim corrected; Isakova stage annotation tightened. โ†’ 2026-06-02
  • 2026-06-02 ingest โ€” phenotypes/hyperphosphatemia.md seeded (ad-hoc, user-prompted); ICD-10-CM E83.39 confirmed; framed as causal-graph node (FGF23โ€“Klothoโ€“phosphate axis โ†’ vascular-calcification); 6 DOIs confirmed; ICD-11 pending (auth required). โ†’ 2026-06-02
  • 2026-06-02 ingest โ€” bone-cluster seeding (user-prompted, follow-on to the gap sweep): seeded cell-types/osteoblasts.md (CL:0000062), cell-types/osteoclasts.md (CL:0000092), molecules/compounds/romosozumab.md (anti-sclerostin mAb) โ€” all verified same day (see verify pointers below). bmsc resolved by aliasing to mesenchymal-stem-cells (already the canonical BM-MSC home) rather than a duplicate page; [[bmsc]] links repointed; osteoblast/osteoclast/bmsc #gap/needs-page markers cleared across 7 pages. Propagation: confirmed Farr-2016 SASP misattribution was confined to osteoblasts (no other page cites it); fixed a stale wrong Zheng-2023 DOI (42592โ†’42538, confirmed via PubMed/Crossref) + FRAME T-score footnote on already-verified sost. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” cell-types/osteoclasts.md โ†’ verified:true (partial: Miyamoto/Drake/Kuno abstract-only; Yang/Rogers unavailable). Fabricated odanacatib stroke risk corrected (23%โ†’32%, HR 1.32 95% CI 1.02โ€“1.70, from primary LOFT report McClung 2019, n=16,071); AF-mechanism attribution removed (AF not elevated in LOFT); DC-STAMP KO severity softened; resorption-pit pH qualified; Luo 2025 first-author fixed. CL:0000092 confirmed. โ†’ 2026-06-02
  • 2026-06-02 verify โ€” cell-types/osteoblasts.md โ†’ verified:true. Critical SASP attribution corrected: Farr 2016 shows osteocytes and myeloid cells are the dominant SASP source in bone (not osteoblasts); n corrected (12/10 per group, not 5โ€“10); MACS not FACS; Kusumbe 2014 pharmacological agent corrected (DFM not PDGF-BB/Notch); Xu 2018 organism corrected (rat not mouse). Seeman 2003 closed-access; Manolagas 2010 abstract-only. Downstream: osteocytes.md, cellular-senescence.md, senolytics.md โ†’ 2026-06-02
  • 2026-06-02 verify โ€” molecules/compounds/romosozumab.md โ†’ verified:true (partial: BRIDGE closed-access; LIDA/Chen/Zheng/Ferrer/Bandeira/Liu/Cipolloni/Handel abstract-only). FRAME + ARCH PDFs read end-to-end. 5 corrections: FRAME T-score criterion (lumbar spineโ†’total hip or femoral neck); Chen 2026 meta DOI (1526408โ†’1732708, non-existent DOI); Zheng 2023 MR DOI (42592โ†’42538); clinical-trials-active (10โ†’16); ARCH table expanded with exact CV sub-event counts and hip fracture endpoint. DrugBank needs-canonical-id retained (blocked by Cloudflare). No supersession found (Chen 2026 meta-analysis consistent with existing framing). Downstream propagation needed: sost.md FRAME T-score description; osteocytes.md FRAME cross-reference โ†’ 2026-06-02
  • 2026-06-02 lint โ€” stale page-existence gap sweep (user-prompted). Cross-checked the full #gap/needs-page/needs-stub/needs-*-page/needs-seeding/missing-page family against the live file inventory; removed/rewrote stale markers whose target now exists across 20 pages (il-6, tocilizumab, ewingella, bacterial-cancer-therapy, peptide-therapeutics, retinoids, pcsk9, ITP, bone, osteocytes, osteoporosis, runx2, bmp-2, osteopontin, mgp, sost, dkk1, wnt-beta-catenin, arteries, endothelial-cells, phosphate-additive-reduction, ketogenic-diet). Ranked the remaining real gaps by inbound demand (osteoblasts=9 top) โ†’ lint > 2026-06-02 lint โ€” stale page-existence gap sweep
  • 2026-06-02 ingest+verify โ€” seeded interventions/procedural/microneedling.md (ad-hoc, user-prompted; granular split-out from dermatologic-resurfacing, deferred at R44). mode: procedural; neutral evidence appraisal foregrounding the mechanism-vs-efficacy distinction โ€” mechanism real (El-Domyati 2015 histology, n=10 uncontrolled) but aging efficacy weak (Foppiani 2025 satisfaction-only LoE IV; strongest RCT evidence is acne scars not aging, Shen 2022); central confound = combination-therapy (PRP/vit-C/exosome co-delivery) prevents monotherapy attribution. verified:true at abstract scope (all primaries not_oa; abstracts read directly from PubMed). clinical-trials-active=5 (CT.gov v2). Backlink added to dermatologic-resurfacing โ†’ 2026-06-02
  • 2026-05-31 ingest โ€” seeded phenotypes/intervertebral-disc-degeneration.md + phenotypes/low-back-pain.md (ad-hoc, user-prompted; both verified:false, R25 recency run). Disc page = mechanism anchor (NP senescence/SASP, endplate calcification, D+Q-positive/navitoclax-negative SCAP heterogeneity per Novais 2026); LBP page = clinical-syndrome anchor (mechanical vs radicular, radiographic-pain disconnect per Brinjikji 2015, exercise as best-evidenced mitigation per Hayden 2021 Cochrane). Cross-linked to sarcopenia/osteoarthritis/osteoporosis/bone/skeletal-muscle/exercise. Stub wikilinks surfaced: [[tissues/intervertebral-disc]], [[facet-joints]]. Verifier queued (Brinjikji/Novais/Ghazizadeh PDFs pending DOI lookup) โ†’ 2026-05-31
  • 2026-05-31 ingest โ€” seeded studies/corley-2025-semaglutide-epigenetic-aging.md (Nat Commun 2026 RCT; semaglutide slows epigenetic clocks BMI/hsCRP-adjusted in HIV-lipohypertrophy; secondary endpoint; material TruDiagnostic COI); propagated to semaglutide.md (biological-age gap reframed โ†’ needs-healthy-population-replication) โ†’ 2026-05-31
  • 2026-05-31 ingest โ€” seeded molecules/compounds/tirzepatide.md + studies/surpass-cvot-2025.md (longevity-MD GLP-1 video review; both verified:false); corroborated studies/qin-2026-semaglutide-oa.md human-pilot figures via science-press (kept verified:false); propagated to glp1-agonists.md (SURPASS-CVOT result + link); verified video claims (STEP 9 n=407 not 47; SURPASS-CVOT superiority NOT met, post-hoc HR 0.84) โ†’ 2026-05-31
  • 2026-05-31 ingest โ€” seeded processes/senescence-escape.md + processes/senescence-immune-surveillance.md (gap fill from fisetin/senolytic Q&A; both verified:false, R25 recency run); NK/NKG2D added to acronyms; inbound-link propagation from cellular-senescence/disabled-adaptive-immunity/senolytics; verifier follow-up queued (foundational mouse PDFs) โ†’ 2026-05-31
  • 2026-05-31 verify โ€” molecules/compounds/fisetin.md formulation subsection full-PDF-verified (Krishnakumar 2022 + Szymczak 2023); corrections: Cmax 23.9-fold (was ~24), AUC units added, CoI disclosure added, Szymczak nanocochleate 141-vs-13-fold internal inconsistency flagged โ†’ 2026-05-31
  • 2026-05-31 ingest โ€” molecules/compounds/fisetin.md + Formulation & bioavailability enhancement subsection (Szymczak 2023 animal nano/lipid PK table + Krishnakumar 2022 FF-20 human PK RCT); recorded that best-in-human Cmax ~0.83 ยตM is ~24-fold below the 20 ยตM ex-vivo senolytic concentration; โ€œliposomal fisetinโ€ consumer products โ‰  validated FF-20; abstract-level verification, verifier follow-up queued โ†’ 2026-05-31
  • 2026-05-29 verify โ€” molecules/proteins/s100a8-s100a9.md โ†’ verified:true (partial scope: Perera 2025/Garcia 2022/Cho 2026 not OA); 7 corrections: Damo 2013 His27 (not His20), fungal pathogens removed from Damo, Bonora 2022 n corrected (~300โ†’139), HR 2.28 added, Bogdanowicz 2024 design/n corrected (44+30 women), nf-kb-pathwayโ†’nf-kb wikilink, Wang 2026 unsourcedโ†’no-fulltext-access โ†’ 2026-05-29
  • 2026-05-29 verify โ€” molecules/proteins/vsig4.md โ†’ verified:true (partial scope); 5 corrections: Hall 2020 body sex-stratified precision added (female PFI r=0.42 p=0.17 not sig); Hall 2020 footnote enriched (3.9-fold, r-values, strain); Vogt 2006 footnote enriched (fold-reductions, absent tissues); Helmy 2006 footnote enriched (C3b specificity, rosetting data); Han 2026 DOI confirmed valid (Crossref) + unsourced removed; Tyshkovskiy four-gene quote verified in paper main text โ†’ 2026-05-29
  • 2026-05-29 verify โ€” methods/single-cell-rna-seq.md โ†’ verified:true (partial scope); 3 corrections: (1) 10x throughput โ€œ~10,000 cells/runโ€โ†’โ€œ~8โ€“10k cells/channel, up to 8 channelsโ€; (2) Smart-seq2 plate โ€œ384-wellโ€โ†’โ€œ96-well (standard)โ€ + throughput โ€œ~384โ€โ†’โ€œ~96 cells/plateโ€ + no-fulltext-access (Picelli 2014 not_oa); (3) Zheng 2017 footnote โ€œ68k+ PBMCs + brain cellsโ€โ†’โ€œ~68k PBMCs (8 channels, single donor); ~250k totalโ€ โ†’ 2026-05-29
  • 2026-05-29 verify โ€” molecules/proteins/nrep.md โ†’ verified:true (partial scope); 3 corrections: embryonic ground-zero + CR Nrep-specific claims softened + gap-tagged (not confirmed in verified study-page scope); 3 closed-access footnotes (Fujitani 2004, Yao 2016, Chen 2022) tagged no-fulltext-access; Yue 2014/Pan 2002/Badri 2013 PDFs read+verified; UniProt Q16612 confirmed NREP_HUMAN (no namespace collision) โ†’ 2026-05-29
  • 2026-05-29 verify โ€” methods/mendelian-randomization.md โ†’ verified:true (partial scope); 4 corrections: STROBE-MR item count โ€œ24-itemโ€โ†’โ€œ20 main+30 sub-itemsโ€, STROBE-MR citation โ€œ328(22):2261โ€โ†’โ€œ326(16):1614โ€, Henry 2022 footnote example coloc PP4 removed (method not used; multiverse sensitivity applied), protein-page count 144โ†’146 โ†’ 2026-05-29
  • 2026-05-29 verify โ€” methods/wgcna.md โ†’ verified:true (partial scope); 3 attribution corrections: (1) dynamicTreeCut re-attributed to Langfelder, Zhang & Horvath 2008 Bioinformatics (btm563), not the WGCNA package paper; (2) Zsummary cutoffs re-attributed to Langfelder et al. 2011 PLoS Comput Biol with new [^langfelder2011] footnote; (3) โ€œmoderateโ€ โ†’ โ€œweak-to-moderateโ€ per 2011 paperโ€™s language; Langfelder 2008 PDF read end-to-end; Langfelder 2011 pp.1โ€“4 read; Zhang & Horvath 2005 closed-access tagged no-fulltext-access โ†’ 2026-05-29
  • 2026-05-29 verify โ€” molecules/proteins/lgals3.md โ†’ verified:true (partial scope); 9 corrections: CRD residues 250โ†’248; Henry 2022 n=largeโ†’n=3,019/732 HF events; Pan 2024 โ€œconsistent across methodsโ€ qualified (simple mode non-sig); Wang 2022 + Gou 2023 ORs/CIs added; de Boer 2010 reclassified from prospective cohort to review; Wu 2022 tissue context corrected renal not cardiac; Puigdellรญvol Mer kinase added; Henderson 2008 enriched; Cheng 2024 meta-analysis (24 cohorts) added as HF biomarker confirmatory evidence โ†’ 2026-05-29
  • 2026-05-29 verify โ€” molecules/proteins/gpnmb.md โ†’ verified:true (partial scope); corrections: mr-causal-evidence not-testedโ†’partial (2 conflicting PD-specific MR studies found: Li 2025 null, Guo 2026 positive); 560 aa isoform added; banner updated; Saade 2021 + Chen 2024 PDF-verified โ†’ 2026-05-29
  • 2026-05-29 verify โ€” model-organisms/macaca-fascicularis.md โ†’ verified:true (partial scope); 3 corrections: hESC vs iPSC body-text, Zhang section year 2022/2023โ†’2023, menstrual/AMH DOI wrong (expanim.23-0119โ†’expanim.25-0098) + year 2024โ†’2026; canonical IDs + genome size + Zhang 2023 PDF verified; Yang 2024/Sun 2025 closed-access โ†’ 2026-05-29
  • 2026-05-29 verify โ€” molecules/proteins/cst7.md โ†’ verified:true (partial scope: GTEx + Open Targets not queried); 6 corrections applied (MW, cathepsin inhibitor target set, Syage โ€œviral controlโ€ framing, Daniels Aฮฒ burden regional specificity, druggability rationale, footnote n/methods enriched); Daniels 2023/Syage 2024/Li 2024/Wang 2025 PDFs read; Tyshkovskiy 2026 accepted from verified study page; Baleviciute 2023 closed-access โ†’ 2026-05-27
  • 2026-05-29 verify โ€” interventions/blood-product/heterochronic-parabiosis.md โ†’ verified:true (partial scope); 7 corrections applied; Conboy 2005, Villeda 2011, Loffredo 2013, Egerman 2015 PDF-verified; Villeda 2014 (failed) + Rebo 2016 (pending) remain no-fulltext-access; Tyshkovskiy 2026 block accepted from verified study page โ†’ 2026-05-27
  • 2026-05-27 propagation โ€” Sun 2025 (PMID 40365494; HYAL2 skin RNAi proof-of-concept) added to molecules/compounds/hyaluronic-acid.md (Translational-gap section) + phenotypes/skin-aging.md (new โ€œHyaluronan turnover and the HYAL2 axisโ€ subsection + therapeutic-landscape pointer); ADDENDUM scopes flipped to โ€œPDF cross-checked โ€” accurateโ€ โ†’ 2026-05-27
  • 2026-05-27 verify โ€” HYAL2 batch: molecules/proteins/hyal2.md โ†’ verified:true; 2 corrections (acute UVB dose framing 300 mJ/cmยฒ total not per-day; chronic 2-phase protocol detail added); Open Targets GO CC high conf added to druggability; He 2026 AKT direction confirmed correct; all canonical IDs confirmed โ†’ 2026-05-27
  • 2026-05-27 ingest โ€” molecules/proteins/hyal2.md (HYAL2 / hyaluronidase-2; user-requested ad-hoc after escin/HA-skin-aging question; anchor source Sun 2025 Front Med) โ†’ 2026-05-27
  • 2026-05-27 verify โ€” molecules/compounds/escin.md โ†’ verified:true; 6 corrections (WMD CI inversion, trial count, AE frequency, Yang n, Kuznetsov n, elastase added to mechanism) โ†’ 2026-05-27
  • 2026-05-27 ingest โ€” escin / horse chestnut seed extract (ad-hoc, venotonic compound) โ†’ 2026-05-27
  • 2026-05-26 edit โ€” molecules/compounds/egcg.md add โ€˜Food-matrix degradation: PPO susceptibilityโ€™ subsection (Ottaviani counter-evidence follow-up); EGCG pyrogallol/galloyl โ‡’ โ‰ฅepicatechin PPO-susceptible; 2 new refs not full-PDF-verified โ†’ 2026-05-26
  • 2026-05-26 verify โ€” molecules/proteins/sf3b1.md โ†’ verified:true (scoped); 7 corrections (K700E ~55%, CHIP rank 6th, Gumuser 2023 cohort fix, mouse ring-sideroblast removed) โ†’ 2026-05-26
  • 2026-05-26 verify โ€” molecules/proteins/jak2.md โ†’ verified:true (scoped); 6 corrections + Wang 2025 plaque-erosion-vs-rupture supersession flagged โ†’ 2026-05-26
  • 2026-05-26 verify โ€” hypotheses/somatic-mutation-theory-of-aging.md โ†’ verified:true (scoped); Szilard 1959 chromosome-inactivation reframing; 7 corrections โ†’ 2026-05-26
  • 2026-05-26 verify โ€” methods/duplex-sequencing.md โ†’ verified:true (scoped); 6 corrections (HiDEF-seqโ†’PacBio; Lawson 2025 239-gene panel scope) โ†’ 2026-05-26
  • 2026-05-26 verify โ€” processes/somatic-mutation-accumulation.md โ†’ verified:true; Cagan 2022 fabricated stat + oesophageal clone-density 100ร— error corrected (relocated from R9) โ†’ 2026-05-26
  • 2026-05-26 ingest โ€” somatic mutation accumulation + duplex sequencing (ad-hoc, WGS-tier question) โ†’ 2026-05-26
  • 2026-05-26 ingest โ€” 7-day complete-fasting plasma proteome (Pietzner 2024, ad-hoc) โ†’ 2026-05-26
  • 2026-05-26 ingest โ€” somatic-mutation-theory hypothesis + JAK2/SF3B1 driver proteins (ad-hoc) โ†’ 2026-05-26
  • 2026-05-26 ingest โ€” prolonged-fasting follow-on studies (Commissati 2025 + Dai 2024) โ†’ 2026-05-26
  • 2026-05-25 verify โ€” phenotypes/chronic-venous-disease.md exercise bullet; 4 corrections (Turner 2022 / Zhang 2023 disambiguation) โ†’ 2026-05-25
  • 2026-05-25 verify โ€” phenotypes/chronic-venous-disease.md Genetics section; 9 corrections (Ahmed 2022 46-loci; FOXC2/Ng 2005 fix) โ†’ 2026-05-25
  • 2026-05-25 verify โ€” tissues/veins.md valve sections + interventions/procedural/venous-valve-reconstruction.md; 8 corrections โ†’ 2026-05-25
  • 2026-05-25 verify โ€” phenotypes/chronic-venous-disease.md + tissues/veins.md โ†’ verified:true; 6 corrections (Criqui 2003 ORs, MMP list, Bonn n) โ†’ 2026-05-25
  • 2026-05-25 ingest โ€” chronic venous disease (varicose veins / CVI) + veins tissue โ†’ 2026-05-25
  • 2026-05-25 ingest โ€” venous valve deep-dive + artificial venous valves โ†’ 2026-05-25
  • 2026-05-25 ingest โ€” CVD genetics section (ad-hoc) โ†’ 2026-05-25
  • 2026-05-25 ingest โ€” exercise-for-CVD RCT evidence (ad-hoc) โ†’ 2026-05-25
  • 2026-05-25 ingest โ€” CVD progression hypotheses + experiment proposal (ad-hoc) โ†’ 2026-05-25
  • 2026-05-23 verify โ€” molecules/proteins/dkk1.md โ†’ verified:true (partial); 6 corrections (Purro 2014 review re-attribution) โ†’ 2026-05-23
  • 2026-05-23 verify โ€” tissues/bone.md โ†’ verified:true (partial); 8 corrections + Farr 2024 Phase-2 RCT supersession โ†’ 2026-05-23
  • 2026-05-23 verify โ€” cell-types/osteocytes.md โ†’ verified:true; 7 corrections โ†’ 2026-05-23
  • 2026-05-23 verify โ€” molecules/proteins/15-pgdh.md โ†’ verified:true; 7 corrections (isoform count; druggability-tier 1โ†’2) โ†’ 2026-05-23
  • 2026-05-23 verify โ€” studies/bakooshli-2023-15pgdh-nmj-regeneration.md โ†’ verified:true; 10 corrections โ†’ 2026-05-23
  • 2026-05-23 verify โ€” studies/singla-2025-15pgdh-cartilage-regeneration.md โ†’ verified:true; 9 corrections (year 2025โ†’2026; cohort n) โ†’ 2026-05-23
  • 2026-05-23 verify โ€” studies/palla-2021-15pgdh-muscle-rejuvenation.md โ†’ verified:true; 3 corrections (mouse ages) โ†’ 2026-05-23
  • 2026-05-23 ingest โ€” UV filter chemistry (Mexoryl 400 + TriAsorB + Matta 2019/2020 systemic absorption) โ†’ 2026-05-23
  • 2026-05-23 ingest โ€” 15-PGDH gerozyme axis (protein + inhibitor + 3 study pages) โ†’ 2026-05-23
  • 2026-05-23 verify โ€” 15-PGDH gerozyme axis (5-page verification pass) โ†’ 2026-05-23
  • 2026-05-23 ingest โ€” Klotho-FGF23-phosphate axis seeding cluster โ†’ 2026-05-23
  • 2026-05-23 verify โ€” phenotypes/osteoporosis.md โ†’ 2026-05-23
  • 2026-05-23 verify โ€” pathways/wnt-beta-catenin.md (merged-section verification) โ†’ 2026-05-23
  • 2026-05-23 verify โ€” molecules/proteins/osteopontin.md โ†’ 2026-05-23
  • 2026-05-23 verify โ€” molecules/proteins/runx2.md โ†’ 2026-05-23
  • 2026-05-23 verify โ€” molecules/proteins/fgf23.md โ†’ 2026-05-23
  • 2026-05-23 verify โ€” cell-types/endothelial-cells.md โ†’ verified:true (partial scope) โ†’ 2026-05-23
  • 2026-05-22 seed โ€” interventions/dietary/probiotics.md (ad-hoc, low-gas-strain focus) โ†’ R45
  • 2026-05-22 verify โ€” interventions/dietary/probiotics.md โ†’ verified:true (partial) โ†’ R45
  • 2026-05-21 mechanism-update โ€” SREBP-2/PCSK9/LDLR aging-axis direction corrected (Yang 2024; 4 pages) โ†’ 2026-05-21
  • 2026-05-21 propagate โ€” Iwata 2025 / E. americana / bacterial-cancer-therapy cross-linked into MOCs โ†’ 2026-05-21
  • 2026-05-21 verify โ€” microbiome/ewingella-americana.md โ†’ verified:true; 8 corrections โ†’ 2026-05-21
  • 2026-05-21 verify โ€” studies/iwata-2025-ewingella-americana-antitumor.md โ†’ verified:true; 3 corrections โ†’ 2026-05-21
  • 2026-05-21 verify โ€” interventions/pharmacological/bacterial-cancer-therapy.md โ†’ verified:true; 3 corrections โ†’ 2026-05-21
  • 2026-05-21 seed โ€” interventions/pharmacological/bacterial-cancer-therapy.md (class page) โ†’ 2026-05-21
  • 2026-05-21 seed โ€” microbiome/ewingella-americana.md โ†’ 2026-05-21
  • 2026-05-21 seed โ€” studies/iwata-2025-ewingella-americana-antitumor.md โ†’ 2026-05-21
  • 2026-05-21 ingest โ€” kane-2025-super-adjuvant-nanoparticles (Cell Reports Medicine) โ†’ 2026-05-21
  • 2026-05-21 elevate โ€” kane-2025 โ†’ nanoparticle-immunoadjuvants intervention class page โ†’ 2026-05-21
  • 2026-05-20 schema R45 โ€” type: experiment + experiments/ directory + matrix-as-blocker-tracker โ†’ R45
  • 2026-05-20 R46 โ€” methods/ directory + type: method schema โ†’ R46
  • 2026-05-20 ingest โ€” Shin 2025 Metabolism extracellular ReHMGB1 RAGE-JAK/STAT senescence propagation โ†’ 2026-05-20
  • 2026-05-20 verify โ€” shin-2025-rehmgb1 (same-day verification pass) โ†’ 2026-05-20
  • 2026-05-20 update โ€” glucosepane ยง โ€œTissue imaging toolsโ€ โ†’ 2026-05-20
  • 2026-05-20 ingest โ€” Remesal 2025 Nature Aging neuronal FTL1 cognitive-aging driver (+ ftl1.md) โ†’ 2026-05-20
  • 2026-05-20 verify โ€” studies/geronimo-olvera-2026-apoe2-dna-repair-senescence.md โ†’ verified:true; NNAT gene-symbol fix โ†’ 2026-05-20
  • 2026-05-20 ingest โ€” Gerรณnimo-Olvera 2026 Aging Cell APOE2 DNA-repair / senescence-resistance โ†’ 2026-05-20
  • 2026-05-20 verify โ€” interventions/lifestyle/protein-intake.md โ†’ verified:true (partial); 6 corrections โ†’ 2026-05-20
  • 2026-05-20 verify โ€” studies/ottaviani-2023-ppo-flavanol-bioavailability.md โ†’ verified:true; 9 corrections โ†’ 2026-05-20
  • 2026-05-20 seed โ€” interventions/lifestyle/protein-intake.md (15 DOIs; dietary-protein dose home) โ†’ 2026-05-20
  • 2026-05-20 verify โ€” IgG Fc glycosyltransferase cluster (b4galt1/st6gal1/fut8/mgat3); 6 corrections โ†’ 2026-05-20
  • 2026-05-20 seed โ€” IgG Fc glycosyltransferase cluster (4 protein pages) โ†’ 2026-05-20
  • 2026-05-20 verify โ€” processes/igg-fc-glycosylation.md; 8 corrections โ†’ 2026-05-20
  • 2026-05-20 seed โ€” processes/igg-fc-glycosylation.md (GlycanAge mechanism page) โ†’ 2026-05-20
  • 2026-05-20 verify โ€” R45 three-paper supersession batch (de-decker/cordioprev/matlack); glycolaldehyde + ELISA fixes โ†’ 2026-05-20
  • 2026-05-20 seed โ€” R45 three-paper supersession integration (3 study pages + 4 extensions) โ†’ 2026-05-20
  • 2026-05-20 verify โ€” natural-AGE-clearance enzyme cluster (fn3k/glo1/methylglyoxal/CML + extension) โ†’ 2026-05-20
  • 2026-05-20 ingest โ€” Mijakovac 2026 IgG glycome + mortality + interventions (preprint) โ†’ 2026-05-20
  • 2026-05-20 seed โ€” natural-AGE-clearance enzyme cluster (5 pages + extension) โ†’ 2026-05-20
  • 2026-05-20 add โ€” acronyms.md (top-level acronym/abbreviation glossary; ~280 curated entries Aโ€“Z; linked from index.md)
  • 2026-05-19 seed โ€” processes/pentosidine.md + cross-species AGE kinetics (glucosepane + H. glaber) โ†’ 2026-05-19
  • 2026-05-19 verify โ€” processes/pentosidine.md + glucosepane / H. glaber AGE sections; 7 corrections โ†’ 2026-05-19
  • 2026-05-19 brainstorm โ€” skin-age-reversal-45-to-30 โ†’ 2026-05-19
  • 2026-05-19 verify โ€” aldh1a1 protein page (post-R44; 5 PDFs read; 8 corrections โ€” HGNC 405โ†’402; Choudhary 2005 DOI corrected (iovs.04-0550โ†’iovs.04-0120); Pequerul 2020 footnote first author corrected (Lovaasโ†’Pequerul) + volume corrected (689โ†’681); NCT-501 attribution to Pequerul 2020 removed (#gap/unsourced); Martirosyan 2024 โ€œ28 genes depleted in neuronal subpopulationsโ€ corrected to โ€œ28 shared markers across TH-enriched neuronal + glial depleted populationsโ€; DEAB described as broad ALDH inhibitor not ALDH1A1-selective; Poulin 2014 MPTP quantitative data added (66.2% DA1A loss vs 39.1% DA1B, p=0.001); supersession check: no supersession candidates found; verified: true with partial scope for Fujiwara 2007/Zhang 2010/Yasmeen 2011/Napoli 2017) โ†’ R44
  • 2026-05-19 verify โ€” aldh1a2 protein page (post-R44; Takano 2020 + Shepherd 2018 + Kelly 2016 PDFs read; 3 key corrections: Takano 2020 strain C57BL/6โ†’BALB/c, age ranges corrected to 18โ€“27 mo / 8โ€“12 wk, n ~10/groupโ†’3โ€“6/group; Shepherd 2018 rs12915901 clarified as intronic functional SNP for AEI (primary GWAS signal rs3204689), AEI quantified, 0.3-fold OA vs non-OA expression added; 5 footnotes marked not_oa; Wu 2008 PDF unresolvable tagged no-fulltext-access; verified: true with partial scope) โ†’ R44
  • 2026-05-19 verify โ€” Menendez Vazquez 2025 MitraSolo/MitraCluster biomarker page (full PDF read 10 pages, PMC12820032; 8 corrections โ€” MAE โ€œ~4 yrโ€ โ†’ MitraSolo 4.09 yr / MitraCluster 4.00 yr exact; RMSE/MAD/Rยฒ added; CpG counts null โ†’ 3,831 / 14,089; architecture null โ†’ PCA-based ElasticNet; cohort demographics fully filled (ages 18โ€“90, all Fitzpatrick types/ethnicities, n=387/75 split); Moqri affiliation Stanford โ†’ BWH/Harvard Medical School; Yamanaka experiment detailed (NHEKโ†’iPSC, predicted age 48.8โ†’6.9/6.2 yr); intra-individual variation โ€< 2 yrโ€ โ†’ exact 1.76/1.67 yr; archive status updated to downloaded; supersession check: no supersession candidates; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” boersma-2025-saf-cancer-incidence study page (full PDF read 10 pages; 6 corrections โ€” added intermediate Model 2 HR 1.15 [1.09โ€“1.21]; Model 3 n corrected 77,961โ†’72,038 due to missing covariates; covariate list completed with alcohol intake and pack-years of smoking; cancer registry source corrected to Palga not Netherlands Cancer Registry; liver cancer significance corrected p<0.001โ†’p<0.01; T2DM subgroup HRs added; site-specific section expanded from Fig. 1 with case counts and significance tiers; competing risk analysis result added; follow-up IQR added; supersession check: no supersession candidates 2025โ€“2026; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” lin-2005-ce-ferulic-photoprotection study page (full PDF read 7 pages; 5 corrections โ€” PMID 16170318โ†’16185284, quote location p.830โ†’p.829 Discussion, caspase-7 omitted throughout corrected, two wikilink path-prefix fixes; verified: true) โ†’ R44
  • 2026-05-19 post-R44 batch B โ€” 4-agent parallel batch (2 verifiers + 2 seeders): SOD2 verified (4 corrections โ€” most significant: ROMAN Phase 3 primary endpoint was MET p=0.045, seeder claimed failed; K68/K122 primary/secondary hierarchy removed); arterial-stiffening verified (8 corrections โ€” Mitchell 2010 HR 14% per m/s โ†’ 48% per SD; Jennings 2019 was AIx@75 not cfPWV; Clayton 2023 effect 15% โ†’ 20%); ferulic-acid seeded (ChEMBL ID corrected CHEMBL66653 โ†’ CHEMBL32749 via InChIKey lookup; 3 2025-2026 RCTs integrated); skin-methylation-clocks class MOC seeded at biomarkers/ per R35 precedent โ†’ R44
  • 2026-05-19 post-R44 batch A โ€” 7 atomic pages seeded (ALDH1A1/2/3 + SOD2 + arterial-stiffening + Menendez Vazquez 2025 MitraSolo/MitraCluster + Boersma 2025 SAF-cancer) + 2 propagation passes (35 edits across 20 files: RALDH/SOD2/arterial-stiffening/Menendez/Boersma cross-links + Allen 2023/Mansouri 2025/Bienkowska 2026 propagation to STAC class + NAD precursors); all 7 new pages verified: false; PubMed-confirmed citations for Mansouri 2025 + Allen 2023 + Bienkowska 2026 โ†’ R44
  • 2026-05-19 verify โ€” falckenhayn-2024-dhm-dnmt-inhibitor study page (post-R44; full PDF read 13 pages; 7 corrections โ€” author count confirmed 18 (not 17); in-vivo arm confirmed split-site design + suction-blister sampling; gene-expression arm age range 50โ€“65 yr added; 3D model DHM dose 20 ยตM + 6-wk treatment duration added; wrinkle-score predictor result ฮ”โˆ’2.13 units added to findings table; myricetin ICโ‚…โ‚€ 43.37 ยตM comparator added; needs-pdf-verification tags removed where resolved; supersession check: 3 2024โ€“2026 papers found, all supportive, no supersession; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” hughes-2013-sunscreen-photoaging study page (abstract-level; closed-access not_oa; 3 corrections โ€” age range โ€œ25โ€“55โ€ โ†’ โ€œyounger than 55โ€ in TL;DR and Methods (lower bound unconfirmed at abstract level), beta-carotene description softened from โ€œno benefitโ€ to โ€œno overall effectโ€ matching abstract phrasing, subgroup contrast by baseline severity added from abstract; verified: true with partial scope) โ†’ R44
  • 2026-05-19 verify โ€” Qi 2026 campaign-initiator study page (post-close; PDF read end-to-end from user-provided local copy; 6 corrections โ€” DNAm-age โˆ’2.1โ†’โˆ’2.08 yr, CV metric label corrected, correlation r=0.314 p=0.025, array platform EPICv2, Table 1 n values, sunscreen partial-correlation analysis added; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” Malassezia microbe page (R44; 3 PDFs read + 1 PMC full text; 12 corrections โ€” genome size 7.1โ†’9 Mb, lipase count 8โ†’14, Kim n 118โ†’61 + ages 20โ€“66โ†’19โ€“28/60โ€“63, Jo n 10/18โ†’14/19 + body sites 14โ†’10, Han n added 95 + CI + M. sympodialis prev, species count 18โ€“21โ†’19, M. restricta aging directionality corrected; Sparber/Dawson/Sowell partial-access noted; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” skin-microbiome-aging-shifts process page (R44; 6 PDFs read; 14 corrections โ€” Shibagaki n 74โ†’37 + age range 21โ€“37โ†’23โ€“37 + Staphylococcus forearm direction corrected + oral species count 38 total/16 oral clarified; Kim n ~40โ†’61 + age range 19โ€“28/60โ€“63โ†’20โ€“29/60โ€“69 + Malassezia directionality clarified; Wu n=65 + group breakdown added; Huang multi-country scope corrected + MAE framing clarified; Swaney n=59 + p-values added; Christman microbiome analysis n=12 caveat + NCT added; Staphylococcus table direction corrected to site-dependent; 16S variable region methodology section corrected; Howard 2022 + Zhang 2024 no-fulltext-access tagged; verified: true) โ†’ R44
  • 2026-05-19 verify โ€” cutibacterium-acnes microbe page (R44; 9 PDFs read; Jung 2024 n corrected 86โ†’60 + method 16Sโ†’metagenome; Swaney 2025 n=59 added; Podbielski shoulderโ†’deep-seated infection correction; Trompezinski BGM complex attribution corrected; Yu 2024 first author corrected; 11 corrections total) โ†’ R44
  • 2026-05-19 verify โ€” dermatologic-resurfacing intervention page (R44; 9 papers abstract-level; 15 corrections โ€” Robati DOI wrong jocd.12908โ†’jocd.13440, Foppiani n 34โ†’21 studies/723 pts, Vassรฃo n 12โ†’21 articles, Sales n 18โ†’16 studies, Haykal n=1087/26 fabricatedโ†’45 trials, Modena FACE-Q outcome unconfirmed, de Filippi Sartori year/design/n/biopsy-timing corrected, Manstein no animal subjects + re-epi 24โ€“48hโ†’24h + 1.5ยตm prototype note) โ†’ R44
  • 2026-05-19 verify โ€” AGE crosslink breakers intervention page (R44; Vasan 2000 full PDF โ€” wrong model organism dogs not rhesus monkeys, wrong first author; PubChem CID corrected 9904184โ†’216305; Streeter 2020 mouse not human; pentosinane crosslink nature clarified; 7 corrections total) โ†’ R44
  • 2026-05-19 verify โ€” lactic acid compound page (R44; Almeman 2024 full PDF; Stiller 1996 + Smith 1996 PubMed abstracts; 4 corrections โ€” Smith 1996 design reclassified from RCT to comparative, patient description corrected, comparison table updated, gap tag added) โ†’ R44
  • 2026-05-19 verify โ€” topical-estrogens intervention page (R44; 7 anchor citations cross-checked via PubMed/Crossref; Moraes 2009 n corrected to 36; Ashcroft 1999 study design clarified; clinical-stage corrected phase-3โ†’phase-2 per R24; 3 new 2026 papers DOIs/authors confirmed; Javaheri 2026 archive gap noted) โ†’ R44
  • 2026-05-19 verify โ€” glycolic acid compound page (R44; Lin 2025 NMA full PDF read โ€” 5 corrections; Almeman 2024 full PDF read โ€” KLK5/KLK7 misattribution corrected; Faghihi 2011 PMID confirmed; canonical IDs confirmed PubChem REST) โ†’ R44
  • 2026-05-19 verify โ€” salicylic acid compound page (R44; canonical IDs confirmed PubChem REST; Liu 2020 wording corrected; PMC full text read) โ†’ R44
  • 2026-05-19 verify โ€” skin-autofluorescence-age-reader biomarker page (R43; 4 PDFs read; 1 critical misattribution corrected) โ†’ R43
  • 2026-05-19 verify โ€” Qi 23k Epidermis Clock biomarker page (R43; partial scope โ€” full PDF blocked by Springer auth) โ†’ R43
  • 2026-05-19 verify โ€” Bormann Epidermis Clock biomarker page (R43) โ†’ R43
  • 2026-05-19 verify โ€” TapeLift epigenetic clock biomarker page (R43) โ†’ R43
  • 2026-05-19 R42 close โ€” topical antioxidants + UV protection (6 pages) โ†’ R42
  • 2026-05-19 verify โ€” ascorbic acid compound page (R42) โ†’ R42
  • 2026-05-19 verify โ€” niacinamide compound page (R42 retry) โ†’ R42
  • 2026-05-19 verify โ€” UV protection intervention page (R42) โ†’ R42
  • 2026-05-19 verify โ€” alpha-tocopherol compound page (R42) โ†’ R42
  • 2026-05-19 verify โ€” dihydromyricetin compound page (R42) โ†’ R42
  • 2026-05-19 verify โ€” resveratrol compound page (R42) โ†’ R42
  • 2026-05-19 R41 close โ€” retinoid cluster + class MOC (7 pages) โ†’ R41
  • 2026-05-19 verify โ€” molecules/compounds/retinaldehyde.md (R41 retinoid cluster) โ†’ R41
  • 2026-05-19 verify โ€” molecules/compounds/tazarotene.md (R41 retinoid cluster) โ†’ R41
  • 2026-05-19 verify โ€” molecules/compounds/adapalene.md (R41 retinoid cluster) โ†’ R41
  • 2026-05-19 verify โ€” molecules/compounds/tretinoin.md (R41 retinoid cluster anchor) โ†’ R41
  • 2026-05-19 verify โ€” molecules/compounds/retinol.md (R41 retinoid cluster) โ†’ R41
  • 2026-05-19 verify โ€” interventions/pharmacological/retinoids.md (R41 class MOC) โ†’ R41
  • 2026-05-19 R40 close โ€” effector proteins + dermal-matrix + wound-healing (12 pages) โ†’ R40
  • 2026-05-19 verify โ€” molecules/proteins/lox.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/fbn1.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/eln.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/col3a1.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/kit.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/mmp-9.md โ†’ R40
  • 2026-05-19 R40 verify โ€” processes/wound-healing.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/col1a1.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/mmp-1.md โ†’ R40
  • 2026-05-19 R40 verify โ€” molecules/proteins/timp-1.md โ†’ R40
  • 2026-05-19 R39 close โ€” foundational primary-source studies (12 pages) โ†’ R39
  • 2026-05-19 verify | studies/krutmann-2017-skin-aging-exposome.md (R39 full-PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/rodriguez-paredes-2026-tapelift-clock.md (R39 full-PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/inomata-2009-melanocyte-stem-cell-atm.md (R39 full-PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/fisher-2009-collagen-fragmentation-mmp.md (R39 full PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/velarde-2012-mitochondria-skin-senescence.md (R39 full-PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/sumita-2018-tretinoin-photoaging.md (R39 n/pages metadata correction) โ†’ R39
  • 2026-05-19 verify | studies/bormann-2016-epidermis-clock.md (R39 full PDF verification) โ†’ R39
  • 2026-05-19 verify | studies/kovacs-2010-fibroblast-solar-lentigo.md (R39 growth-factor correction) โ†’ R39
  • 2026-05-19 verify | studies/purohit-2016-smad3-fibroblasts.md (R39 metadata correction) โ†’ R39
  • 2026-05-19 verify | studies/fisher-1996-photoaging-ap1-mmp.md (R39 canonical resolution) โ†’ R39
  • 2026-05-19 verify โ€” hattori-2004-scf-solar-lentigo โ†’ R38
  • 2026-05-19 R38 close โ€” skin-aging cluster substrate (8 tissue + cell-type pages) โ†’ R38
  • 2026-05-19 verify | cell-types/langerhans-cells.md โ†’ R36
  • 2026-05-19 verify | tissues/skin.md โ†’ R36
  • 2026-05-19 verify | cell-types/melanocyte-stem-cells.md โ†’ R36
  • 2026-05-19 verify | cell-types/melanocytes.md โ†’ R36
  • 2026-05-19 verify | cell-types/dermal-fibroblasts.md โ†’ R36
  • 2026-05-19 verify | tissues/dermis.md โ†’ R36
  • 2026-05-19 verify | cell-types/keratinocytes.md โ†’ R36
  • 2026-05-19 verify | tissues/epidermis.md โ†’ R36
  • 2026-05-18 ingest | berberine compound page + 7 study pages + 5 propagation passes โ†’ R36
  • 2026-05-18 verify | tretowicz-2026-blood-nad-stable-aging + nad-blood-biomarker (full-PDF cross-check) โ†’ R36
  • 2026-05-15 verify+propagate | Yang 2003 footnote + GlycoSENS cross-references โ†’ R36
  • 2026-05-15 update | processes/advanced-glycation-end-products.md + processes/glucosepane.md โ€” AGE-breaker preclinical landscape โ†’ R36
  • 2026-05-14 verify | frameworks/interventions-testing-program.md โ†’ R36
  • 2026-05-14 verify | model-organisms/caenorhabditis-elegans.md โ€” worm-specific confounds section (three new citations) โ†’ R36
  • 2026-05-14 follow-up pass | C. elegans + ITP + hyperfunction-synthesis + Garner/Garland โ†’ R36
  • 2026-05-14 verify | model-organisms/mus-musculus (4-citation PDF cross-check) โ†’ R36
  • 2026-05-14 ingest | hypotheses/translation-failure-of-aging-interventions โ†’ R36
  • 2026-05-14 ingest | interventions/pharmacological/ppara-agonists โ†’ R36
  • 2026-05-14 ingest | studies/coleman-2025-triad-protocol โ†’ R36
  • 2026-05-14 ingest | studies/creevy-2022-dog-aging-project โ†’ R36
  • 2026-05-14 verification | canis-lupus-familiaris โ†’ R36
  • 2026-05-14 ingest | model-organisms/canis-lupus-familiaris โ†’ R36
  • 2026-05-13 verify | processes/mitochondrial-rna-leakage.md โ†’ R36
  • 2026-05-13 sweep | type-I IFN signaling cluster completion (12-page batch + schema R36) โ†’ R36
  • 2026-05-13 verify | molecules/proteins/irf9.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/stat2.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/ifnar1.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/irf7.md โ†’ R34
  • 2026-05-13 verify | pathways/tlr3-trif-pathway.md โ†’ R34
  • 2026-05-13 verify | pathways/rig-i-mavs-pathway.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/mavs.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/stat1.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/jak1.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/tyk2.md โ†’ R34
  • 2026-05-13 verify | molecules/proteins/ifnar2.md โ†’ R34
  • 2026-05-13 schema | R34 mouse-ortholog formalized + R35 type:pathway extensions โ†’ R34
  • 2026-05-13 verify | pathways/type-i-interferon-signaling.md โ†’ R37
  • 2026-05-13 verify | studies/bastard-2021-anti-ifn-autoantibody-age-prevalence.md โ†’ R37
  • 2026-05-13 verify | molecules/compounds/amlexanox.md โ†’ R37
  • 2026-05-13 verify | molecules/proteins/ikbke.md โ†’ R37
  • 2026-05-13 ingest | chen-2025 NMR cGAS follow-on batch (5 pages + propagation) โ†’ R37
  • 2026-05-13 verify | molecules/proteins/irf3.md โ†’ R37
  • 2026-05-13 verify | molecules/proteins/fancd2.md โ†’ R37
  • 2026-05-13 verify | molecules/proteins/palb2.md โ†’ R37
  • 2026-05-12 ingest | Chen et al. 2025 Science โ€” naked-mole-rat cGAS HR-repair (cGAS dual-role + DNA-repair reframe) โ†’ R37
  • 2026-05-13 verify โ€” studies/zhen-2023-trim41-cgas-l1.md โ†’ R37
  • 2026-05-12 verify โ€” molecules/compounds/hyaluronic-acid.md โ†’ R37
  • 2026-05-12 verify โ€” molecules/proteins/cd44.md โ†’ R37
  • 2026-05-12 verify โ€” molecules/proteins/has2.md โ†’ R37
  • 2026-05-12 verify โ€” studies/zhang-2023-nmrhas2-mouse-healthspan.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/patisiran.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/acoramidis.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/tafamidis.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/donanemab.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/lecanemab.md โ†’ R37
  • 2026-05-09 verify โ€” hypotheses/longevity-escape-velocity.md โ†’ R37
  • 2026-05-09 verify โ€” processes/glucosepane.md โ†’ R37
  • 2026-05-09 verify โ€” processes/lipofuscin.md โ†’ R37
  • 2026-05-09 ingest + propagate โ€” bempedoic acid / ezetimibe / mevalonate / MTP (batch 4, 4 pages) โ†’ R37
  • 2026-05-09 verify โ€” pathways/mevalonate-pathway.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/ezetimibe.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/compounds/bempedoic-acid.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/mtp.md โ†’ R37
  • 2026-05-09 ingest + propagate โ€” Lp(a)/statins/ApoE/LPL (batch 3, 4 pages) โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/lpl.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/apoe.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/lpa.md โ†’ R37
  • 2026-05-09 ingest + propagate โ€” lipid-lowering target triangle completed (batch 2, 3 pages) โ†’ R37
  • 2026-05-09 verify โ€” lipoprotein-metabolism pathway page โ†’ R37
  • 2026-05-09 ingest + propagate โ€” dietary-fat โ†’ ApoB โ†’ CV-event mechanistic chain (5-page batch) โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/ldlr.md โ†’ R37
  • 2026-05-09 verify โ€” phenotypes/familial-hypercholesterolemia.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/apob.md โ†’ R37
  • 2026-05-09 verify โ€” interventions/pharmacological/statins.md โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/srebp-2.md โ†’ R37
  • 2026-05-09 R37 close โ€” remaining R35-Stage2 + R36 forward queue (20 pages) โ†’ R37
  • 2026-05-09 verify โ€” molecules/proteins/growth-hormone-receptor.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/c-met.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/vegfr2.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/enos.md โ†’ R35
  • 2026-05-09 verify โ€” biomarkers/glycanage-2017.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/mc3r.md โ†’ R35
  • 2026-05-09 verify โ€” pathways/camp-signaling.md โ†’ R35
  • 2026-05-09 verify โ€” pathways/pomc-processing.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/hgf.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/compounds/colchicine.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/mc5r.md โ†’ R35
  • 2026-05-09 verify โ€” processes/melanogenesis.md โ†’ R35
  • 2026-05-09 verify โ€” pathways/trkb-pathway.md โ†’ R35
  • 2026-05-09 verify โ€” pathways/spm-pathway.md โ†’ R35
  • 2026-05-09 verify โ€” pathways/neurotrophin-signaling.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/pomc.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/il-6.md โ†’ R35
  • 2026-05-09 verify โ€” melanocortin-system.md (MOC) โ†’ R35
  • 2026-05-09 verify โ€” mc4r.md โ†’ R35
  • 2026-05-09 verify โ€” mc1r.md โ†’ R35
  • 2026-05-09 verify โ€” setmelanotide.md โ†’ R35
  • 2026-05-09 verify โ€” mots-c-peptide.md โ†’ R35
  • 2026-05-09 R35-Stage2 + R36-followup close โ€” biomarkers + parent proteins/receptors โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/fpr2.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/vo2max-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/homa-ir-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” molecules/proteins/ghsr.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/grip-strength-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/lbp-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” molecules/proteins/alpha-msh.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/nfl-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” molecules/proteins/bdnf.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/nlr-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/il-6-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/igf-1-biomarker.md โ†’ R36
  • 2026-05-09 verify โ€” biomarkers/chip-clonal-hematopoiesis-biomarker.md โ†’ R36
  • 2026-05-09 R36 close โ€” peptide-therapeutics cluster (12 compounds + CAMP parent + class MOC) โ†’ R36
  • 2026-05-09 verify | molecules/proteins/camp โ†’ R34
  • 2026-05-09 verify | molecules/compounds/ll-37 โ†’ R34
  • 2026-05-09 verify | molecules/compounds/kpv โ†’ R34
  • 2026-05-09 verify | molecules/compounds/melanotan-ii โ†’ R34
  • 2026-05-09 verify | molecules/compounds/semax โ†’ R34
  • 2026-05-09 verify | molecules/compounds/mk-677 โ†’ R34
  • 2026-05-09 verify | molecules/compounds/mots-c โ†’ R34
  • 2026-05-09 verify | molecules/compounds/dsip โ†’ R34
  • 2026-05-09 verify | molecules/compounds/dihexa โ†’ R34
  • 2026-05-09 verify | molecules/compounds/epitalon โ†’ R34
  • 2026-05-09 verify | molecules/compounds/ghk-cu โ†’ R34
  • 2026-05-09 verify | molecules/compounds/tb-500.md โ†’ R34
  • 2026-05-09 verify | molecules/compounds/bpc-157 โ†’ R34
  • 2026-05-08 seed | molecules/compounds/vitamin-k2.md โ†’ R34
  • 2026-05-08 verify | molecules/compounds/vitamin-k2.md โ†’ R34
  • 2026-05-08 ingest | GLP-1 RAs in osteoarthritis (Meurot 2022 + Qin 2026) โ†’ R34
  • 2026-05-08 resolution | tier-1 โ†’ tier-2 re-rating (6 protein pages) โ†’ R34
  • 2026-05-08 R34 backfill | bucket cleared (59/59 pages stamped) โ†’ R34
  • 2026-05-08 propagation | post-batch-2 propagation pass (R34 backfills) โ†’ R34
  • 2026-05-08 recency | dasatinib + quercetin (R34 backfill batch 2) โ†’ recency
  • 2026-05-08 propagation | post-batch-1 propagation pass (R34 backfills) โ†’ R34
  • 2026-05-08 recency | rapamycin RAPA-EX-01 incorporation (R34 backfill โ€” first batch) โ†’ recency
  • 2026-05-08 R34 | lint cleanup + framework wiring (housekeeping) โ†’ R34
  • 2026-05-07 verify | molecules/compounds/akkermansia-supplementation โ†’ R32
  • 2026-05-07 verify | interventions/dietary/postbiotics โ†’ R32
  • 2026-05-07 verify | interventions/dietary/prebiotics โ†’ R32
  • 2026-05-07 verify | interventions/dietary/fmt โ†’ R32
  • 2026-05-07 verify | microbiome/bifidobacterium โ†’ R32
  • 2026-05-07 verify | model-organisms/loxodonta-africana โ†’ R32
  • 2026-05-07 verify | microbiome/gut-microbiome-aging-shifts โ†’ R32
  • 2026-05-07 verify | pathways/lps-tlr4-nfkb โ†’ R32
  • 2026-05-07 verify | processes/gut-barrier โ†’ R32
  • 2026-05-07 verify | pathways/fgf-signaling โ†’ R32
  • 2026-05-07 verify | allele-selective-oligonucleotides โ†’ R32
  • 2026-05-07 verify | model-organisms/balaena-mysticetus โ†’ R32
  • 2026-05-07 ingest | allele-selective-oligonucleotides โ†’ R32
  • 2026-05-07 ingest | balaena-mysticetus โ†’ R32
  • 2026-05-07 ingest | loxodonta-africana โ†’ R32
  • 2026-05-07 ingest | intervention-by-target-immunogenicity โ†’ R32
  • 2026-05-07 verify | disabled-adaptive-immunity โ†’ R32
  • 2026-05-07 ingest | disabled-adaptive-immunity (ad-hoc seed, user-requested) โ†’ R32
  • 2026-05-07 verify | cherry-angioma โ†’ R32
  • 2026-05-07 ingest | cherry-angioma (ad-hoc seed, user-requested) โ†’ R32
  • 2026-05-07 R32 โ€” DNA-repair pathway completion (DONE; 15/15 pages seeded + verified) โ†’ R32
  • 2026-05-07 verify โ€” molecules/proteins/atr.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/mrn-complex.md โ†’ R31
  • 2026-05-07 verify โ€” interventions/pharmacological/dna-pkcs-inhibitors.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/mlh1.md โ†’ R31
  • 2026-05-07 verify โ€” interventions/pharmacological/parp-inhibitors.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/rpa.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/xpf.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/msh2.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/lig1.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/brca2.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/polb.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/ape1.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/pcna.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/xrcc1.md โ†’ R31
  • 2026-05-07 R31b-ฮฒ โ€” Histone modification + sirtuin family + HDAC inhibitors (DONE; 5/5 pages seeded + verified) โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/sirt7.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/sirt2.md โ†’ R31
  • 2026-05-07 verify โ€” processes/histone-acetylation.md โ†’ R31
  • 2026-05-07 verify โ€” processes/histone-modification.md โ†’ R31
  • 2026-05-07 verify โ€” interventions/pharmacological/hdac-inhibitors.md โ†’ R31
  • 2026-05-07 R31b-ฮฑ โ€” DNA methylation cluster (DONE; 5/5 pages seeded + verified) โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/dnmt1.md โ†’ R31
  • 2026-05-07 verify โ€” molecules/proteins/nanog.md โ†’ R31
  • 2026-05-07 R31 โ€” Epigenetic alterations deepening (DONE; 5/5 pages seeded + verified) โ†’ R31
  • 2026-05-07 verify โ€” schooling-2025-mr-epigenetic-clock-lifespan โ†’ R30
  • 2026-05-07 verify โ€” hdac-class-page โ†’ R30
  • 2026-05-07 verify โ€” lu-2020-osk-vision-restoration โ†’ R30
  • 2026-05-07 verify โ€” yang-2023-epigenetic-information-loss โ†’ R30
  • 2026-05-07 verify โ€” ocampo-2016-partial-reprogramming โ†’ R30
  • 2026-05-07 R30 โ€” Mitochondrial dynamics + biogenesis (DONE; 5/5 pages seeded + verified) โ†’ R30
  • 2026-05-07 verify โ€” molecules/proteins/nrf2.md โ†’ R29
  • 2026-05-07 verify โ€” molecules/proteins/miro2.md โ†’ R29
  • 2026-05-07 verify โ€” processes/mitohormesis.md โ†’ R29
  • 2026-05-07 verify โ€” molecules/proteins/nrf1.md โ†’ R29
  • 2026-05-07 verify โ€” processes/mtdna.md โ†’ R29
  • 2026-05-07 R29 โ€” Telomere biology completion (DONE; 10/10 pages seeded + verified) โ†’ R29
  • 2026-05-07 verify | interventions/pharmacological/telomerase-activators.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/tpp1.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/dkc1.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/tin2.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/trf2.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/pot1.md โ†’ R25
  • 2026-05-07 verify | processes/replicative-senescence.md โ†’ R25
  • 2026-05-07 verify | molecules/proteins/terc.md โ†’ R25
  • 2026-05-07 lint โ†’ lint
  • 2026-05-07 verify | tak1 โ†’ R25
  • 2026-05-07 verify | myd88 โ†’ R25
  • 2026-05-07 verify | traf6 โ†’ R25
  • 2026-05-07 verify | hsp90 โ†’ R25
  • 2026-05-07 verify | il-1-signaling + nf-kb cross-fix โ†’ R25
  • 2026-05-07 verify | anakinra โ†’ R25
  • 2026-05-07 verify | unfolded-protein-response โ†’ R25
  • 2026-05-07 verify | waziry-2023 study โ†’ R25
  • 2026-05-06 verify | interventions/lifestyle/methionine-restriction.md โ†’ R25
  • 2026-05-06 verify | interventions/lifestyle/time-restricted-eating.md โ†’ R25
  • 2026-05-06 verify | interventions/lifestyle/heat-exposure.md โ†’ R25
  • 2026-05-06 verify | interventions/pharmacological/nad-precursors.md โ†’ R25
  • 2026-05-06 verify | interventions/pharmacological/ampk-activators.md โ†’ R25
  • 2026-05-06 verify | interventions/gene-therapy/crispr-base-editing-pcsk9.md โ†’ R25
  • 2026-05-06 verify | interventions/gene-therapy/aav-klotho.md โ†’ R25
  • 2026-05-06 verify | interventions/gene-therapy/aav-follistatin.md โ†’ R25
  • 2026-05-06 verify | interventions/gene-therapy/aav-osk.md โ†’ R25
  • 2026-05-06 verify | interventions/stem-cell-therapy/hematopoietic-stem-cell-transplantation.md โ†’ R25
  • 2026-05-06 verify | interventions/stem-cell-therapy/in-vivo-partial-reprogramming-therapy.md โ†’ R25
  • 2026-05-06 verify | interventions/stem-cell-therapy/ipsc-derived-cell-therapy.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/caspase-1.md โ†’ R25
  • 2026-05-06 verify | cell-types/astrocytes.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/gsdmd.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/asc.md โ†’ R25
  • 2026-05-06 verify | processes/pyroptosis.md โ†’ R25
  • 2026-05-06 verify | cell-types/neurons.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/asxl1.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/dnmt3a.md โ†’ R25
  • 2026-05-06 verify | hypotheses/mitohormesis.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/fgf21.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/myostatin.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/hsf1.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/compounds/coq10.md โ†’ R25
  • 2026-05-06 verify | molecules/proteins/pcsk9.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/compounds/paroxetine.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/asm.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/mid51.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/fis1.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/mid49.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/mff.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/yme1l.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/il-18.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/il-1a.md (R25 Tier B; partial PDF pass) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/il-1r1.md (R25 Tier B; partial PDF pass) โ†’ R25
  • 2026-05-06 verify โ€” cell-types/fibroadipogenic-progenitors.md (full PDF pass) โ†’ R25
  • 2026-05-06 verify โ€” tissues/heart.md (full PDF re-pass) โ†’ R25
  • 2026-05-06 verify โ€” cell-types/fibroadipogenic-progenitors.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/oma1.md (R25 Tier B) โ†’ R25
  • 2026-05-06 verify โ€” molecules/compounds/elamipretide.md โ†’ R17
  • 2026-05-06 verify โ€” pathways/heat-shock-response.md โ†’ R17
  • 2026-05-06 verify โ€” tissues/heart.md โ†’ R17
  • 2026-05-06 synthesis โ€” production-vs-clearance framing for senescence โ†’ R17
  • 2026-05-06 sop-update โ€” finding-druggability.md (Open Targets schema migration) โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/ku70-ku80.md โ†’ R17
  • 2026-05-05 verify โ€” pathways/nucleotide-excision-repair.md โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/parp1.md โ†’ R17
  • 2026-05-05 verify โ€” pathways/homologous-recombination.md โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/shelterin.md โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/gdf15.md โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/gdf11.md โ†’ R17
  • 2026-05-05 verify โ€” molecules/proteins/tert.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/phenoage-2018.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/lehallier-proteomic-clock-2019.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/grimage-2019.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/hannum-clock-2013.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/dunedinpace-2022.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/horvath-clock-2013.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/frailty-index.md โ†’ R17
  • 2026-05-05 verify โ€” biomarkers/telomere-length-leukocyte.md โ†’ R17
  • 2026-05-05 Round 17 โ€” Biomarker layer seeded (DONE) โ†’ R17
  • 2026-05-05 Round 15 โ€” Hallmark causality graph synthesis MOC (DONE) โ†’ R15
  • 2026-05-05 Round 14 โ€” Schema additions for synthesis MOCs (DONE) โ†’ R14
  • 2026-05-05 Round 13 batch summary (post-R12 lint highest-leverage adds) โ†’ R12
  • 2026-05-05 verify | pathways/scfa-signaling.md โ†’ R12
  • 2026-05-05 verify | molecules/proteins/lamp2.md โ†’ R12
  • 2026-05-05 verify | molecules/proteins/pgc-1alpha.md โ†’ R12
  • 2026-05-05 verify | molecules/proteins/il-1b.md โ†’ R12
  • 2026-05-05 verify | molecules/proteins/hsp70.md โ†’ R12
  • 2026-05-05 verify | frameworks/apoptosenes.md โ†’ R12
  • 2026-05-05 ingest | scfa-signaling (pathway) โ†’ R12
  • 2026-05-05 Round 12 batch summary (high-leverage post-lint adds + R10e/R10f close-out) โ†’ R12
  • 2026-05-05 verify | canakinumab โ†’ R10
  • 2026-05-05 verify | akkermansia-muciniphila โ†’ R10
  • 2026-05-05 verify | clonal-hematopoiesis โ†’ R10
  • 2026-05-05 verify | hair-greying โ†’ R10
  • 2026-05-05 verify | skin-aging โ†’ R10
  • 2026-05-05 verify | androgenetic-alopecia โ†’ R10
  • 2026-05-05 verify | c-myc โ†’ R10
  • 2026-05-05 verify | ear-nose-enlargement โ†’ R10
  • 2026-05-05 verify | creatine โ†’ R10
  • 2026-05-05 verify | sox2 โ†’ R10
  • 2026-05-05 verify | oct4 โ†’ R10
  • 2026-05-05 verify | egcg โ†’ R10
  • 2026-05-05 verify | taurine โ†’ R10
  • 2026-05-04 verify | round-10d โ†’ R10
  • 2026-05-04 ingest | cardiac-fibroblasts (round-10d) โ†’ R10
  • 2026-05-04 ingest | ep300 (round-10d) โ†’ R10
  • 2026-05-04 ingest | hsc70 (round-10d) โ†’ R10
  • 2026-05-04 ingest | lipa (round-10d) โ†’ R10
  • 2026-05-04 ingest | partial-reprogramming (Round 10d) โ†’ R10
  • 2026-05-04 ingest | deptor (round-10d) โ†’ R10
  • 2026-05-04 ingest | nampt (round-10d) โ†’ R10
  • 2026-05-04 ingest | opa1 (round-10d) โ†’ R10
  • 2026-05-04 ingest | cgas-sting (round-10d) โ†’ R10
  • 2026-05-04 ingest | round-10d-targeted-adds โ†’ R10
  • 2026-05-04 ingest | mitochondrial-biogenesis (round-10d) โ†’ R10
  • 2026-05-04 ingest | trem2 โ†’ R10
  • 2026-05-04 verify | miro1 โ†’ R10
  • 2026-05-04 verify | vdac1 โ†’ R10
  • 2026-05-04 verify | skeletal-muscle + myocardium (tissue stubs, light verification) โ†’ R10
  • 2026-05-04 verify | smac-diablo โ†’ R10
  • 2026-05-04 verify | atg16l1 โ†’ R10
  • 2026-05-04 verify | fip200 โ†’ R10
  • 2026-05-04 verify | caspase-7 โ†’ R10
  • 2026-05-05 verify | nlrp3-inflammasome โ†’ R10
  • 2026-05-04 verify | atg3 โ†’ R10
  • 2026-05-04 ingest | round-10c-machinery-tissues โ†’ R10
  • 2026-05-04 verify | xiap โ†’ R10
  • 2026-05-04 verify | tbk1 โ†’ R10
  • 2026-05-04 verify | ubiquitin-proteasome-system โ†’ R10
  • 2026-05-04 verify | bcl-w โ†’ R10
  • 2026-05-04 verify | atg10 โ†’ R10
  • 2026-05-04 verify | grb2 โ†’ R10
  • 2026-05-04 verify | 14-3-3 family page โ†’ R10
  • 2026-05-04 ingest | round-10b-tier-a-entities โ†’ R10
  • 2026-05-04 verify | dysbiosis hallmark synthesis-MOC โ†’ R10
  • 2026-05-04 verify | chronic-inflammation synthesis-MOC โ†’ R10
  • 2026-05-04 verify | stem-cell-exhaustion synthesis-MOC โ†’ R10
  • 2026-05-04 verify | telomere-attrition synthesis-MOC โ†’ R10
  • 2026-05-04 verify | deregulated-nutrient-sensing synthesis-MOC โ†’ R10
  • 2026-05-04 verify | disabled-macroautophagy synthesis-MOC โ†’ R10
  • 2026-05-04 verify | loss-of-proteostasis synthesis-MOC โ†’ R10
  • 2026-05-04 verify | genomic-instability synthesis-MOC โ†’ R10
  • 2026-05-04 ingest | round-10a-2 | dysbiosis โ†’ R10
  • 2026-05-04 ingest | round-10a-2 | altered-intercellular-communication โ†’ R10
  • 2026-05-04 ingest | round-10a-2 | chronic-inflammation โ†’ R10
  • 2026-05-04 ingest | round-10a-2 | cellular-senescence โ†’ R10
  • 2026-05-04 ingest | round-10a-2 | stem-cell-exhaustion โ†’ R10
  • 2026-05-04 ingest | round-10a-hallmark-mocs | telomere-attrition โ†’ R10
  • 2026-05-04 ingest | round-10a-hallmark-mocs | deregulated-nutrient-sensing โ†’ R10
  • 2026-05-04 ingest | round-10a-hallmark-mocs โ†’ R10
  • 2026-05-04 verify | negligible-senescence โ†’ R9
  • 2026-05-04 verify | hyperfunction-theory โ†’ R9
  • 2026-05-04 verify | free-radical-theory-of-aging โ†’ R9
  • 2026-05-04 verify | disposable-soma-theory โ†’ R9
  • 2026-05-04 ingest | round-9-hypotheses | disposable-soma-theory โ†’ R9
  • 2026-05-04 ingest | round-9-hypotheses | negligible-senescence โ†’ R9
  • 2026-05-04 ingest | round-9-hypotheses | information-theory-of-aging โ†’ R9
  • 2026-05-04 ingest | round-9-hypotheses โ†’ R9
  • 2026-05-04 verify | cancer.md โ†’ R8
  • 2026-05-04 verify | frailty.md โ†’ R8
  • 2026-05-04 verify | cardiac-fibrosis.md โ†’ R8
  • 2026-05-04 verify | anemia-of-aging.md โ†’ R8
  • 2026-05-04 verify | alzheimers-disease.md โ†’ R8
  • 2026-05-04 verify | heart-failure.md โ†’ R8
  • 2026-05-04 verify | neurodegeneration.md โ†’ R8
  • 2026-05-04 verify | parkinsons-disease.md โ†’ R8
  • 2026-05-04 ingest | round-8c-composite-cancer โ†’ R8
  • 2026-05-04 ingest | round-8c-composite-frailty โ†’ R8
  • 2026-05-04 ingest | round-8b-cardiovascular โ†’ R8
  • 2026-05-04 ingest | round-8a-disease-entities โ†’ R8
  • 2026-05-04 verify | growth-hormone โ†’ R8
  • 2026-05-04 verify | daf-2 โ†’ R8
  • 2026-05-04 verify | foxo4 protein page โ†’ R8
  • 2026-05-05 verify | foxo-transcription-factors โ†’ R8
  • 2026-05-04 verify | irs2 โ†’ R8
  • 2026-05-04 verify | sgk1 โ†’ R8
  • 2026-05-04 ingest | round-8b-cardiovascular โ†’ R8
  • 2026-05-04 verify | bcl2l13 โ†’ R7
  • 2026-05-04 verify | atg13 โ†’ R7
  • 2026-05-04 verify | xenophagy โ†’ R7
  • 2026-05-04 verify | atg101 โ†’ R7
  • 2026-05-04 ingest | round-7d-followup โ†’ R7
  • 2026-05-04 ingest | round-6e-followup โ†’ R6
  • 2026-05-04 verify | molecules/proteins/foxo1.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/insulin.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/pdk1.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/foxo3.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/daf-16.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/insr.md โ†’ R7
  • 2026-05-04 verify | akt.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/pi3k.md โ†’ R7
  • 2026-05-04 ingest | round-7c-irs-foxo โ†’ R7
  • 2026-05-04 ingest | round-7b-iis-receptors-ligands โ†’ R7
  • 2026-05-04 ingest | round-7a-pi3k-akt-kinases โ†’ R7
  • 2026-05-04 verify | chaperone-mediated-autophagy โ†’ R10
  • 2026-05-04 ingest | round-10d | tau โ†’ R10
  • 2026-05-04 verify | fundc1 โ†’ R6
  • 2026-05-04 verify | spermidine โ†’ R6
  • 2026-05-04 verify | lipophagy โ†’ R6
  • 2026-05-04 verify | bnip3 โ†’ R6
  • 2026-05-04 verify | atg5 โ†’ R6
  • 2026-05-04 verify | pink1-parkin-pathway โ†’ R6
  • 2026-05-04 verify | p62 โ†’ R6
  • 2026-05-04 verify | pink1 โ†’ R6
  • 2026-05-04 verify | parkin โ†’ R6
  • 2026-05-04 verify | lc3 โ†’ R6
  • 2026-05-04 verify | atg7 โ†’ R6
  • 2026-05-04 ingest | round-6d-spermidine-atg-conjugation โ†’ R6
  • 2026-05-04 ingest | round-6b-pink1-parkin-p62 โ†’ R6
  • 2026-05-04 ingest | round-6a-core-autophagy โ†’ R6
  • 2026-05-04 verify | processes/apoptosis.md โ†’ R5
  • 2026-05-04 verify | molecules/compounds/a1331852.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/caspase-8.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/caspase-9.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/bim.md โ†’ R5
  • 2026-05-04 verify | molecules/compounds/navitoclax.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/noxa.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/bad.md โ†’ R5
  • 2026-05-04 verify | molecules/proteins/cytochrome-c โ†’ R5
  • 2026-05-04 verify | molecules/proteins/apaf-1 โ†’ R5
  • 2026-05-04 ingest | round-5d-bcl2-family-signaling โ†’ R5
  • 2026-05-04 verify | cell-types/hematopoietic-stem-cells.md โ†’ R3
  • 2026-05-04 verify | cell-types/satellite-cells.md โ†’ R3
  • 2026-05-04 verify | model-organisms/heterocephalus-glaber.md โ†’ R3
  • 2026-05-04 verify | model-organisms/nothobranchius-furzeri.md โ†’ R3
  • 2026-05-04 verify | model-organisms/saccharomyces-cerevisiae.md โ†’ R3
  • 2026-05-04 verify | model-organisms/rattus-norvegicus.md โ†’ R3
  • 2026-05-04 verify | model-organisms/homo-sapiens.md โ†’ R3
  • 2026-05-04 verify | model-organisms/mus-musculus.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/bid.md โ†’ R3
  • 2026-05-04 verify | pathways/pi3k-akt-pathway.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/rictor.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/sirt1.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/s6k1.md โ†’ R3
  • 2026-05-04 verify | pathways/nf-kb.md โ†’ R3
  • 2026-05-04 verify | interventions/pharmacological/senolytics.md โ†’ R3
  • 2026-05-04 verify | molecules/compounds/nr.md โ†’ R3
  • 2026-05-04 verify | molecules/compounds/metformin.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/bax.md โ†’ R3
  • 2026-05-04 verify | molecules/proteins/bcl-2.md โ†’ R3
  • 2026-05-04 verify | pathways/sirtuin.md โ†’ R3
  • 2026-05-04 verify | rapamycin compound page โ†’ R3
  • 2026-05-04 verify | pathways/apoptosis-pathway.md โ†’ R3
  • 2026-05-04 verify | p21 (CDKN1A) โ†’ R3
  • 2026-05-04 seed+verify | Round 3b โ€” Bcl-2 family proteins (4 of 4 drafted + verified) โ†’ R3
  • 2026-05-04 verify | molecules/proteins/ulk1.md โ†’ R3
  • 2026-05-04 seed | Round 3a โ€” senolytics category page (first category-page prototype) โ†’ R3
  • 2026-05-04 verify | molecules/proteins/puma.md โ†’ R2
  • 2026-05-04 verify | Round 2 verification COMPLETE โ€” 8 of 8 pages verified โ†’ R2
  • 2026-05-04 seed | Round 2 COMPLETE โ€” 8 of 8 entities drafted โ†’ R2
  • 2026-05-04 seed | Round 2 dispatched โ€” 8 seeders in parallel background โ†’ R2
  • 2026-05-04 verify | molecules/compounds/dasatinib.md โ†’ R1
  • 2026-05-04 verify | Round 1 COMPLETE โ€” 12 of 12 pages verified (summary) โ†’ R1
  • 2026-05-04 verify | pathways/insulin-igf1.md โ†’ R1
  • 2026-05-04 verify | pathways/ampk.md โ†’ R1
  • 2026-05-04 verify | wiki-verifier subagent confirmed working; Round 1 verification batch dispatched โ†’ R1
  • 2026-05-04 verify | molecules/proteins/mdm2.md โ†’ R1
  • 2026-05-04 verify | pathways/dna-damage-response.md โ†’ R1
  • 2026-05-04 verify | pathways/mtor.md โ†’ R1
  • 2026-05-04 verify | processes/autophagy.md โ†’ R1
  • 2026-05-04 policy | archive search deprioritized; web-based citation discovery โ†’ R1
  • 2026-05-04 seed | Round 1 COMPLETE โ€” 12 of 12 entities drafted โ†’ R1
  • 2026-05-04 verify | interventions/lifestyle/caloric-restriction.md โ†’ R1
  • 2026-05-04 seed | Round 1 batch 2 โ€” first parallel seeder run + caloric-restriction prototype โ†’ R1
  • 2026-05-04 verify | phenotypes/immunosenescence.md โ†’ R1
  • 2026-05-04 seed | Round 1 main-thread exemplars + wiki-seeder definition โ†’ R1
  • 2026-05-04 verify | Lรณpez-Otรญn 2023 hallmarks paper (PDF acquired via user manual download) โ†’ R4
  • 2026-05-04 add | ROADMAP.md coverage tracker โ†’ R4
  • 2026-05-04 add | wiki-verifier subagent โ†’ R4
  • 2026-05-04 verify | first verification pass against PDFs โ†’ R4
  • 2026-05-04 worked-examples + hallmark stubs โ†’ R4
  • 2026-05-04 update | a local paper archive integration upgraded โ†’ R4
  • 2026-05-04 seed | ampk (wiki-seeder subagent) โ†’ R4
  • 2026-05-04 seed | p53-pathway (wiki-seeder subagent) โ†’ R4
  • 2026-05-04 init | scaffold โ†’ R4
  • 2026-05-04 verify | processes/sasp.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/atm.md โ†’ R4
  • 2026-05-04 verify | phenotypes/sarcopenia.md โ†’ R4
  • 2026-05-04 verify | pathways/p53-pathway.md โ†’ R4
  • 2026-05-04 verify | processes/mitophagy.md โ†’ R4
  • 2026-05-04 verify | molecules/compounds/quercetin.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/bcl-xl.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/raptor.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/fkbp12.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/4ebp1.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/tsc1-tsc2.md โ†’ R4
  • 2026-05-04 verify | molecules/compounds/nmn.md โ†’ R4
  • 2026-05-04 verify | molecules/compounds/nmn.md โ†’ R4
  • 2026-05-04 verify | molecules/compounds/urolithin-a.md โ†’ R4
  • 2026-05-04 ingest | Li 2023 โ€” dual mTOR/NAD+ gerotherapy (bioRxiv preprint) โ†’ R4
  • 2026-05-04 verify | molecules/proteins/bak.md โ†’ R4
  • 2026-05-04 verify | molecules/proteins/mcl-1.md โ†’ R4
  • 2026-05-04 verify | interventions/pharmacological/senomorphics.md โ†’ R4
  • 2026-05-04 verify | model-organisms/drosophila-melanogaster.md โ†’ R4
  • 2026-05-04 verify | model-organisms/caenorhabditis-elegans.md โ†’ R4
  • 2026-05-04 verify | cell-types/cardiomyocytes.md โ†’ R4
  • 2026-05-04 verify | cell-types/microglia.md โ†’ R4
  • 2026-05-04 round-4 summary โ†’ R4
  • 2026-05-04 lint โ€” implicit-stub queue refresh โ†’ lint
  • 2026-05-04 ingest | round-5a-bh3-only โ†’ R5
  • 2026-05-04 ingest | round-5b-senolytics-apoptosome โ†’ R5
  • 2026-05-04 ingest | round-5c-executioners-apoptosis-process โ†’ R5
  • 2026-05-04 verify | molecules/proteins/caspase-3.md โ†’ R5
  • 2026-05-04 verify | pathways/bcl-2-family-signaling.md โ†’ R5
  • 2026-05-04 round-5 summary โ†’ R5
  • 2026-05-04 ingest | round-6a-core-autophagy โ†’ R6
  • 2026-05-04 ingest | round-6c-variants-receptors โ†’ R6
  • 2026-05-04 ingest | round-6c-variants-receptors โ†’ R6
  • 2026-05-04 ingest | round-6d-spermidine-atg-conjugation โ†’ R6
  • 2026-05-04 ingest | round-6c-variants-receptors โ†’ R6
  • 2026-05-04 verify | molecules/proteins/beclin-1.md โ†’ R6
  • 2026-05-04 verify | tfeb โ†’ R6
  • 2026-05-04 verify | atg12 โ†’ R6
  • 2026-05-04 round-6 summary โ†’ R6
  • 2026-05-04 ingest | round-7a-pi3k-akt-kinases โ†’ R7
  • 2026-05-04 ingest | round-7b-iis-receptors-ligands โ†’ R7
  • 2026-05-04 ingest | round-7c-irs-foxo โ†’ R7
  • 2026-05-05 verify | pten โ†’ R7
  • 2026-05-04 verify | molecules/proteins/irs-1.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/igf1r.md โ†’ R7
  • 2026-05-04 verify | molecules/proteins/igf-1.md โ†’ R7
  • 2026-05-04 round-7 summary โ†’ R7
  • 2026-05-04 ingest | round-6e-followup โ†’ R6
  • 2026-05-04 ingest | round-6e-followup โ†’ R6
  • 2026-05-04 ingest | round-7d-followup โ†’ R7
  • 2026-05-04 ingest | round-7d-followup โ†’ R7
  • 2026-05-04 verify | optn โ†’ R6
  • 2026-05-04 verify | nix โ†’ R6
  • 2026-05-04 verify | ndp52 โ†’ R6
  • 2026-05-04 round-6e + round-7d follow-up summary โ†’ R6
  • 2026-05-04 round-6e + round-7d follow-up summary โ†’ R6
  • 2026-05-04 ingest | round-8a-disease-entities โ†’ R8
  • 2026-05-04 ingest | round-8a-disease-entities โ†’ R8
  • 2026-05-04 verify | atherosclerosis.md โ†’ R8
  • 2026-05-04 verify | phenotypes/type-2-diabetes.md โ†’ R8
  • 2026-05-04 verify | cardiovascular-aging.md โ†’ R8
  • 2026-05-04 round-8 summary โ†’ R8
  • 2026-05-04 verify | hypotheses/information-theory-of-aging โ†’ R9
  • 2026-05-04 round-9 summary โ†’ R9
  • 2026-05-04 lint โ€” full pass post-Round-9 โ†’ lint
  • 2026-05-04 ingest | Round 10a โ€” epigenetic-alterations hallmark synthesis-MOC โ†’ R10
  • 2026-05-04 verify | hallmarks/mitochondrial-dysfunction โ†’ R10
  • 2026-05-04 verify | hallmarks/epigenetic-alterations โ†’ R10
  • 2026-05-04 verify | hallmarks/cellular-senescence โ†’ R10
  • 2026-05-04 verify | hallmarks/altered-intercellular-communication โ†’ R10
  • 2026-05-04 round-10a summary โ†’ R10
  • 2026-05-04 ingest | round-10b-tier-a-entities โ†’ R10
  • 2026-05-04 verify | tissues/brain + tissues/bone-marrow โ†’ R10
  • 2026-05-04 ingest | round-10c-machinery-tissues โ†’ R10
  • 2026-05-05 verify | glut4 โ†’ R10
  • 2026-05-04 verify | age-1 (AGE-1 PI3K) โ†’ R10
  • 2026-05-04 verify | mitofusins โ†’ R10
  • 2026-05-04 ingest | alpha-synuclein (Round 10d) โ†’ R10
  • 2026-05-04 verify | round-10d โ†’ R10
  • 2026-05-04 verify | round-10d โ†’ R10
  • 2026-05-04 verify | round-10d โ†’ R10
  • 2026-05-04 verify | round-10d โ†’ R10
  • 2026-05-05 verify | round-10d โ†’ R10
  • 2026-05-04 propagate | round-10d-corrections โ†’ R10
  • 2026-05-05 ingest | taurine compound page โ†’ R11
  • 2026-05-04 update | taurine.md โ€” Fig. 4A selective-framing critique โ†’ R11
  • 2026-05-04 update | taurine.md โ€” Sharma 2025 cancer/mTOR concern + Fernandez methodology โ†’ R11
  • 2026-05-04 update | taurine.md โ€” three additional papers (Tzang 2024 meta-analysis, Chouraki 2017 Framingham, Ito 2023 review) โ†’ R11
  • 2026-05-05 update | taurine โ€” mechanistic-theory section added โ†’ R11
  • 2026-05-05 verify | progeria โ†’ R11
  • 2026-05-05 verify | klf4 โ†’ R11
  • 2026-05-05 Round 11 batch summary (compounds + Yamanaka factors + visible-aging phenotypes) โ†’ R11
  • 2026-05-05 verify | cbp-p300 โ†’ R20
  • 2026-05-05 verify | molecules/proteins/drp1.md โ†’ R20
  • 2026-05-05 verify | pathways/mitochondrial-dynamics.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/b2m.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/klotho.md โ†’ R20
  • 2026-05-05 verify | molecules/proteins/ccl11.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/terc.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/dna-pkcs.md โ†’ R20
  • 2026-05-05 verify โ€” pathways/non-homologous-end-joining.md โ†’ R20
  • 2026-05-05 verify โ€” pathways/mismatch-repair.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/brca1.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/ercc1.md โ†’ R20
  • 2026-05-05 verify โ€” molecules/proteins/ogg1.md โ†’ R20
  • 2026-05-05 verify โ€” pathways/base-excision-repair.md โ†’ R20
  • 2026-05-05 verify โ€” R20 batch (13 pathway/protein synthesis pages, lightweight sweep) โ†’ R20
  • 2026-05-06 R23 โ€” Cell-therapy interventions + sparse-sibling intervention-folder buildout โ†’ R23
  • 2026-05-06 R24 โ€” Atomic-backlog completion + R23 follow-on + schema cleanup โ†’ R24
  • 2026-05-06 R25 โ€” Atomic-content backlog (Tier A + Tier B; 18 pages) โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/gpr109a.md โ†’ R25
  • 2026-05-06 verify โ€” molecules/proteins/il-1ra.md (R25 Tier B; partial PDF pass) โ†’ R25
  • 2026-05-06 R25 verifier sweep (18 pages) โ†’ R25
  • 2026-05-06 verify โ€” molecules/compounds/coq10.md (pass 2) โ†’ R26
  • 2026-05-06 R26 โ€” Round 26 housekeeping (started) โ†’ R26
  • 2026-05-06 verify | hypotheses/antagonistic-pleiotropy.md โ†’ R24
  • 2026-05-06 verify | molecules/proteins/tet1.md โ†’ R24
  • 2026-05-06 verify | molecules/proteins/tet3.md โ†’ R24
  • 2026-05-06 verify | cell-types/oligodendrocytes.md โ†’ R24
  • 2026-05-06 R26b โ€” R24 atomic-page verification sweep (DONE; 17/17 pages) โ†’ R24
  • 2026-05-06 verify | cell-types/induced-pluripotent-stem-cells.md โ†’ R23
  • 2026-05-06 verify | interventions/stem-cell-therapy/mesenchymal-stem-cell-therapy.md โ†’ R23
  • 2026-05-06 verify | cell-types/mesenchymal-stem-cells.md โ†’ R23
  • 2026-05-06 verify | cell-types/neural-stem-cells.md โ†’ R23
  • 2026-05-06 verify | studies/li-2023-dual-mtor-nad-gerotherapy.md โ†’ R23
  • 2026-05-06 verify | interventions/pharmacological/sirtuin-activators.md โ†’ R23
  • 2026-05-06 verify | interventions/pharmacological/mtor-inhibitors.md โ†’ R23
  • 2026-05-06 verify | interventions/lifestyle/sleep.md โ†’ R23
  • 2026-05-06 verify | interventions/lifestyle/intermittent-fasting.md โ†’ R23
  • 2026-05-06 verify | interventions/lifestyle/ketogenic-diet.md โ†’ R23
  • 2026-05-06 R26c โ€” R23 atomic-page verification sweep (DONE; 22/22 pages) โ†’ R23
  • 2026-05-06 R26 โ€” Round 26 close โ†’ R26
  • 2026-05-07 R27 propagation pass โ†’ R27
  • 2026-05-07 verify | irak4 โ†’ R28
  • 2026-05-07 R28 propagation pass โ†’ R28
  • 2026-05-07 verify | pathways/telomerase-pathway.md โ†’ R33
  • 2026-05-07 verify | molecules/proteins/trf1.md โ†’ R33
  • 2026-05-07 verify โ€” studies/horvath-2013-epigenetic-clock.md โ†’ R33
  • 2026-05-07 verify โ€” processes/dna-methylation โ†’ R33
  • 2026-05-07 verify โ€” processes/dna-demethylation โ†’ R33
  • 2026-05-07 verify โ€” molecules/proteins/mutyh.md โ†’ R33
  • 2026-05-07 verify โ€” microbiome/lactobacillus.md โ†’ R33
  • 2026-05-07 propagation R33 batch 1 โ†’ R33
  • 2026-05-07 propagation R33 batch 2 โ†’ R33
  • 2026-05-07 R33 close โ€” Dysbiosis + altered-intercellular-communication โ†’ R33
  • 2026-05-08 propagation | tier-1 aging-context rationale (R34 backlog) โ†’ R34
  • 2026-05-08 recency+propagation | metformin (R34 backfill + R26c clearance) โ†’ recency
  • 2026-05-08 recency | caloric-restriction (R34 backfill batch 1) โ†’ recency
  • 2026-05-08 recency+propagation | NAD-precursor cluster (R34 backfill + R26c clearance) โ†’ recency
  • 2026-05-08 lint | UniProt drift sweep (R34 backfill) โ†’ lint
  • 2026-05-08 recency | canakinumab (R34 backfill batch 2) โ†’ recency
  • 2026-05-08 recency | urolithin-A + spermidine (R34 backfill batch 2) โ†’ recency
  • 2026-05-08 recency | BCL-xL senolytics + class page (R34 backfill batch 2) โ†’ recency
  • 2026-05-08 recency | reprogramming + AAV gene therapy (R34 backfill batch 2) โ†’ recency
  • 2026-05-08 recency | pharmacological class pages (R34 backfill batch 3) โ†’ recency
  • 2026-05-08 recency | stem-cell + gene-therapy + plasma-exchange (R34 backfill batch 3) โ†’ recency
  • 2026-05-08 recency | lifestyle cluster (R34 backfill batch 3) โ†’ recency
  • 2026-05-08 recency | biomarker cluster (R34 backfill batch 3) โ†’ recency
  • 2026-05-08 recency | hypothesis cluster (R34 backfill batch 3) โ†’ recency
  • 2026-05-08 recency | GLP-1 + niche compounds (R34 backfill batch 4) โ†’ recency
  • 2026-05-08 recency | mitochondrial + CR-mimetic compounds (R34 backfill batch 4) โ†’ recency
  • 2026-05-08 ingest | Qi 2026 DHM-skin-aging epigenetic-clock paper (user-requested ad-hoc) โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/tmsb4x.md โ†’ R35
  • 2026-05-09 verify โ€” biomarkers/gdf-15-biomarker.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/nefl.md โ†’ R35
  • 2026-05-09 verify โ€” interventions/dietary/mediterranean-diet.md โ†’ R35
  • 2026-05-09 verify โ€” tocilizumab.md โ†’ R35
  • 2026-05-09 verify โ€” molecules/proteins/hmgcr.md โ†’ R35
  • 2026-05-09 update โ€” molecules/compounds/taurine.md (R35 user-supplied additions) โ†’ R35
  • 2026-05-09 ingest | engineered-negligible-senescence batch (5 pages) โ†’ R40
  • 2026-05-09 ingest | SENS-research current-state batch (8 pages + MOC update) โ†’ R40
  • 2026-05-12 ingest | Zhang et al. 2023 Nature โ€” naked-mole-rat HAS2 transgenic mice (xenogeneic gene transfer) โ†’ R40
  • 2026-05-15 ingest | Trฤ™towicz 2026 Nat Metab โ€” whole-blood NAD+ stable with age โ†’ R40
  • 2026-05-19 verify | molecules/proteins/mmp-3.md (R40) โ†’ R40
  • 2026-05-19 verify | molecules/proteins/kitlg.md (R40) โ†’ R40
  • 2026-05-19 verify โ€” molecules/compounds/bakuchiol.md (R41 retinoid cluster) โ†’ R41
  • 2026-05-29 ingest | Tyshkovskiy 2026 Nature โ€” universal transcriptomic clocks (tAge) of mammalian ageing+mortality; 4 new pages + 7 propagated + R48 schema escalation โ†’ 2026-05-29