Immunology Zemi Dossier Research-use only

Fibrosis as Failed Resolution

A decision package on treating fibrosis as a stalled resolution system rather than a generic scar-reduction problem.

Decision this dossier helps answer

Which fibrosis programs target the binding resolution node, and what would show whether repair can occur without destabilizing tissue integrity?

Problem this dossier solves

The scar is the record; failed resolution is the active system.

The dossier shifts the buyer lens from reducing fibrosis to restoring resolution. It maps when myofibroblast persistence, matrix lock-in, immune state, or repair risk is the true bottleneck, and which study would change the decision.

What is moving: current field evidence and platform activity What is unresolved: decision-grade proof, endpoint logic, and failure modes What Zemi solves: evidence-gated next-study strategy
Full decision package 116-page research report plus 41-sheet Evidence & Decision Workbook
$3,500$5,500Launch price
Buy now
Controlling thesis

The scar is the record; failed resolution is the active system.

The dossier shifts the buyer lens from reducing fibrosis to restoring resolution. It maps when myofibroblast persistence, matrix lock-in, immune state, or repair risk is the true bottleneck, and which study would change the decision.

A Zemi Dossier turns uncertain emerging research into a decision package: what is known, what is inferred, what is hypothetical, what would falsify the thesis, and what should be built, funded, avoided, monitored, or validated next.
Research report preview

First 30 pages of the actual Fibrosis as Failed Resolution research report.

The public page shows the real document style, density, evidence posture, and decision framing before a buyer requests access to the full Zemi Dossier package.

Fibrosis as Failed Resolution research report preview page 1 Fibrosis as Failed Resolution research report preview page 2 Fibrosis as Failed Resolution research report preview page 3 Fibrosis as Failed Resolution research report preview page 4 Fibrosis as Failed Resolution research report preview page 5 Fibrosis as Failed Resolution research report preview page 6 Fibrosis as Failed Resolution research report preview page 7 Fibrosis as Failed Resolution research report preview page 8 Fibrosis as Failed Resolution research report preview page 9 Fibrosis as Failed Resolution research report preview page 10 Fibrosis as Failed Resolution research report preview page 11 Fibrosis as Failed Resolution research report preview page 12 Fibrosis as Failed Resolution research report preview page 13 Fibrosis as Failed Resolution research report preview page 14 Fibrosis as Failed Resolution research report preview page 15 Fibrosis as Failed Resolution research report preview page 16 Fibrosis as Failed Resolution research report preview page 17 Fibrosis as Failed Resolution research report preview page 18 Fibrosis as Failed Resolution research report preview page 19 Fibrosis as Failed Resolution research report preview page 20 Fibrosis as Failed Resolution research report preview page 21 Fibrosis as Failed Resolution research report preview page 22 Fibrosis as Failed Resolution research report preview page 23 Fibrosis as Failed Resolution research report preview page 24 Fibrosis as Failed Resolution research report preview page 25 Fibrosis as Failed Resolution research report preview page 26 Fibrosis as Failed Resolution research report preview page 27 Fibrosis as Failed Resolution research report preview page 28 Fibrosis as Failed Resolution research report preview page 29 Fibrosis as Failed Resolution research report preview page 30
Research report

The research report is the argument. It is not the whole product.

The PDF research report is the structured argument: field status, evidence maturity, buyer implications, falsifiable hypotheses, power-calculated next studies, strategic recommendations, limitations, and traceability posture.

Report

Decision spine

Frames the controlling thesis, evidence status, buyer implications, and research-use limits.

Workbook

Inspectable infrastructure

Pairs the report with claim ledgers, evidence tables, power rows, audit surfaces, and decision tools.

Power

Executable next studies

Links hypotheses to endpoint logic, assumptions, sample-size logic, budget, and timeline planning.

Research report table of contents

Public TOC generated from the source report.

The full research report is delivered as a licensed PDF. This table shows the decision structure without publishing the full product.

SectionWhat it coversBuyer value
Decision BriefTurns the report into immediate buyer triage: what matters now, what is still uncertain, and what to do next.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
ContentsShows the report structure and where to inspect the argument, evidence, workbook logic, and limits.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Executive SummaryCondenses the dossier thesis, evidence posture, buyer implications, and next-study priorities.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Scope and Evidence IntegrityDefines the evidence window, source boundaries, research-use limits, and labeling discipline.Lets the buyer audit support strength before relying on the package.
Decision Snapshot OverviewMaps findings to buyer actions: build, fund, avoid, monitor, or validate next.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Buyer Decision MatrixMaps findings to buyer actions: build, fund, avoid, monitor, or validate next.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Buy Build Wait AvoidMaps findings to buyer actions: build, fund, avoid, monitor, or validate next.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Buyer Decision DashboardMaps findings to buyer actions: build, fund, avoid, monitor, or validate next.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Source Quality DashboardShows how strong the source base is and where conclusions depend on indirect or thinner support.Lets the buyer audit support strength before relying on the package.
The Resolution Restoration IndexOperationalizes the thesis as a reusable decision surface for comparing programs or evidence states.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Why the index is a product, and what that buys analyticallyOperationalizes the thesis as a reusable decision surface for comparing programs or evidence states.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Resolution Restoration ClassifierOperationalizes the thesis as a reusable decision surface for comparing programs or evidence states.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Current Signal Update 2025 2026Frames the field's June 2026 state, active programs, research fronts, and timing signals.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Current-signal refresh (verified 13 June 2026)Frames the field's June 2026 state, active programs, research fronts, and timing signals.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Cross Organ Convergence MapShows how separate research signals converge, diverge, or interact across domains, mechanisms, or study layers.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
The kidney completes the cross-organ picture: metabolic and EndMT convergenceShows how separate research signals converge, diverge, or interact across domains, mechanisms, or study layers.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Cross Domain SynthesisShows how separate research signals converge, diverge, or interact across domains, mechanisms, or study layers.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Evidence Maturity and Platform MatrixLinks claims to source support so users can separate what is known, inferred, and hypothetical.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Comparative Platform Mechanism MatrixOperationalizes the thesis as a reusable decision surface for comparing programs or evidence states.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Competitive LandscapeFrames the field's June 2026 state, active programs, research fronts, and timing signals.Connects research claims to practical diligence and monitoring decisions.
Key FindingsSummarizes the most decision-relevant findings and their implications for the dossier thesis.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
The thesisDefines the governing argument and the evidence gates that would support or falsify it.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Two-population lawDefines the governing argument and the evidence gates that would support or falsify it.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Node 1: reversionSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Node 2: clearanceSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Node 3: efferocytosisSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Node 4: matrixOperationalizes the thesis as a reusable decision surface for comparing programs or evidence states.Gives the buyer a reusable way to compare programs, risks, and evidence states.
Node 5: metabolic/reserveSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Cross-organ transferShows how separate research signals converge, diverge, or interact across domains, mechanisms, or study layers.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Cardiac white spaceSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Reversal biomarkerExplains which biological signals matter for interpreting the field and discriminating between programs.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Endpoint trapSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Anti-fibrogenic backboneSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Liver: reversal signalsSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Single-node failuresSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
AI-discovered targetsSummarizes a report component that ties field evidence to the dossier's decision logic.Helps the buyer inspect the argument, evidence posture, and decision logic before relying on the package.
Evidence & Decision Workbook

The workbook is the decision engine.

A locked public preview of selected workbook-derived sheets: sheet structure, decision modules, power rows, traceability, and audit posture. Licensed buyers receive the full workbook files.

41 workbook sheets 71 power rows Decision moduleResolution-Restoration Classifier
Evidence & Decision Workbook locked preview

Read-only workbook preview with clipped values and no formulas. Licensed buyers receive the full Evidence & Decision Workbook with editable assumptions and working files.

Workbook inventory

Delivered workbook sheets.

Full inventories belong on dossier pages, not the homepage. Sheet names below are extracted from the actual workbook file.

#Workbook sheetWhat it does
11. Workbook GuideNavigation layer for using the workbook, understanding sheet roles, and following the decision package. Public preview exposes Point-in-time, June 2026 . evidence window to. fields and clipped entries such as Source-audit reconciliation, 134 audited = 89.
22. Claim LedgerClaim-by-claim ledger showing verdicts, source support, inference status, and decision relevance. Public preview exposes claim_id, claim_text, report_section, report_page fields and clipped entries such as CF-001, Nerandomilast (BI 1015550), a., Clinical &.
33. Evidence TableEvidence-verification surface for checking sources, support quality, and the audit trail. Public preview exposes NCT:NCT04069312, Roflumilast or Azithromycin to., ClinicalTrials.gov, 2020-02-11 fields and clipped entries such as NCT:NCT06003426, A.
44. Source-Support VerdictsIndependent check on whether key claims are actually supported by cited sources. Public preview exposes claim_id, primary_source_id, customer_facing_claim, source_support_verdict fields and clipped entries such as CF-001, PMID:40388329, Nerandomilast (BI.
55. Source-Quality SummarySummary of source strength, gaps, and areas where conclusions depend on weaker evidence. Public preview exposes Source-support verdicts, 60 exact / 51 partial / 0 other, Separated from the all-claim. fields and clipped entries such as Source-pack audit, 134.
66. RRI-Node ScorecardExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes RRI node, Evidence count, Role in reversal, Maturity fields and clipped entries such as Reversion, turn the myofibroblast OFF, preclinical (1 human.
77. Organ-Strategy TrackerTracks programs, trials, sponsors, or competitive context for diligence and monitoring. Public preview exposes Heart (post-MI/HFpEF/AS), HIGHEST-VALUE TRANSFER white space, YES - CMR-ECV (non-invasive,., NO fields and clipped entries such as Liver.
88. Asset & Company TrackerTracks programs, trials, sponsors, or competitive context for diligence and monitoring. Public preview exposes Agent / sponsor, Mechanism, Stage / channel, Reverses? fields and clipped entries such as Nerandomilast / Boehringer Ingelheim, PDE4B inhibitor,.
99. Trial-Catalyst TrackerTracks programs, trials, sponsors, or competitive context for diligence and monitoring. Public preview exposes NCT, Title, Phase, Status fields and clipped entries such as NCT01371305, Randomized, Double-Blind,., PHASE2.
1010. Senescence & ResolutionWorkbook surface supporting a specific evidence, decision, study-planning, or release-control workflow. Public preview exposes Finding, Role, Mechanism, Implication fields and clipped entries such as BCL-2 apoptosis-resistance, persistence lock 1,.
1111. Reversal-Biomarker TrackerTracks biomarkers or readouts that determine whether the thesis is moving toward testable evidence. Public preview exposes Biomarker, Measures, Organ, Status fields and clipped entries such as Collagen triple-helix denaturation., active collagen remodeling,.
1212. Mechanotransduction-MatrixWorkbook surface supporting a specific evidence, decision, study-planning, or release-control workflow. Public preview exposes Mechanism, Effect, Intervention, Maturity fields and clipped entries such as Piezo1 stiffness-Ca2+, re-activates fibroblasts,.
1313. Cross-Organ Transfer MatrixWorkbook surface supporting a specific evidence, decision, study-planning, or release-control workflow. Public preview exposes Mechanism, Lung, Liver, Heart fields and clipped entries such as CTHRC1+ activated myofibroblast, +++, ++.
1414. Regulatory-Endpoint TrackerTracks regulatory, endpoint, reimbursement, or qualification requirements that shape testing strategy. Public preview exposes Item, Status / channel (named), Note, Source fields and clipped entries such as Fibrosis approval endpoint, FVC slope / progression.
1515. Figure Source MapTraceability surface linking claims, figures, calculations, and workbook outputs back to sources. Public preview exposes figure_id (Fig #), figure_id, figure_family, section_anchor fields and clipped entries such as Fig 1, fig27_opportunity_gap,.
1616. Figure Attempt LedgerFigure and numeric reproduction log for validating calculations, chart inputs, or displayed values. Public preview exposes Fig #, Figure ID, Backend, Data type fields and clipped entries such as fig27_opportunity_gap, deterministic, expert-ordinal.
1717. Hypotheses LedgerMaps hypotheses to evidence state, falsification logic, endpoints, and next-study design. Public preview exposes H#, Tier, Class, Title (novelty-vs-obvious) fields and clipped entries such as H1, Frontier - RRC validation cohort, Mechanistic.
1818. MV Next StudiesPrioritizes next studies that could change the decision, including endpoints and evidence gates. Public preview exposes study_id, study_name, population, intervention fields and clipped entries such as MVNS-1, Resolution-module proof-of-mechanism., Donor IPF.
1919. Verification-Search LogRelease-discipline surface for revisions, unresolved issues, audit findings, and readiness tracking. Public preview exposes Source/DB, Query / action, Result, Note fields and clipped entries such as VERIFY, PubMed/NCBI esummary+efetch (PMIDs), 117/117.
2020. Excluded Claims (45)Disposition log for rejected, bounded, or quarantined claims so they do not leak into the decision thesis. Public preview exposes Claim label, Bucket, Citations, Reason fields and clipped entries such as Excluded 6 — ABSI z-score threshold., off-topic (below.
2121. Quarantined SourcesDisposition log for rejected, bounded, or quarantined claims so they do not leak into the decision thesis. Public preview exposes Item, Source, Reason, Disposition fields and clipped entries such as Thrombospondin dense-particle wound.,.
2222. Salvage LedgerDisposition log for rejected, bounded, or quarantined claims so they do not leak into the decision thesis. Public preview exposes Recovered / added item, Type, How grounded, Source fields and clipped entries such as Resolvin D2 (RvD2)., recovered from.
23Evidence Maturity Matrix DataEvidence-verification surface for checking sources, support quality, and the audit trail. Public preview exposes Mechanism / RRI node, Mechanistic strength, Preclinical (animal), Human observational fields and clipped entries such as Reversion (KLF4:SOX4.
24Safety - Risk TrackerCaptures failure modes and constraints that could invalidate or narrow a program. Public preview exposes Safety signal / failure mode, Mechanism, Node / organ, Severity (analyst) fields and clipped entries such as Ventricular rupture / scar dehiscence,.
25Manufacturing - CMC - OperationWorkbook surface supporting a specific evidence, decision, study-planning, or release-control workflow. Public preview exposes Modality, Scalability, Release / potency assay, Sterilization,. fields and clipped entries such as mRNA-LNP (hepatocyte-selective),.
26Validation - Falsification GateExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Gate, What CONFIRMS the thesis, What FALSIFIES it, Linked H / claim / study fields and clipped entries such as G1 Clearance is rate-limiting,.
2723. Traceability CertificateTraceability surface linking claims, figures, calculations, and workbook outputs back to sources. Public preview exposes claim_id, report_section, report_page, claim_text fields and clipped entries such as CF-001, Clinical & Translational Implications,.
2824. Score BasisExplains how scores or ratings were assigned so the decision instrument can be inspected. Public preview exposes Cross-organ transfer (+ / ++ /., +, ++, +++, + = sparse/single-source; ++ =. fields and clipped entries such as RRI-node maturity, preclinical /.
2925. Power CalculationsPower-calculation layer for assumptions, endpoint logic, computed sample sizes, and sensitivity checks. Public preview exposes hypothesis_id, study_id, endpoint, test_type fields and clipped entries such as H1, STUDY-1, Responders >=10% fibrotic-burden..
3026. Competitive LandscapeTracks programs, trials, sponsors, or competitive context for diligence and monitoring. Public preview exposes Company, Asset / platform, Modality, RRI node fields and clipped entries such as GSK / Engitix, ECM-target discovery collaboration.,.
3127. Version RegistryRelease-discipline surface for revisions, unresolved issues, audit findings, and readiness tracking. Public preview exposes Version, Date, Change, Owner fields and clipped entries such as v1.0, 2026-06-12, Initial release build.
3228. Audit Issues LogRelease-discipline surface for revisions, unresolved issues, audit findings, and readiness tracking. Public preview exposes Release check, Severity, Resolution, Artifact fields and clipped entries such as Citation/claim traceability, Critical, All 111.
33RRC_Input_TemplateExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Evidence completeness (0-1), fraction of the 5 readouts., ____ fields and clipped entries such as Scar status, active / established / mixed (is.,.
34RRC_Feature_ScoreExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Node (output class), Meaning (rubric: 3 = severe., Deficit 0-3 (ENTER), Weight (expert-init) fields and clipped entries such as REVERSION-LIMITED,.
35RRC_Class_OutputExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Archetype (deficit scores), Dominant node, 2nd node (label), Confidence fields and clipped entries such as Clearance-limited IPF (default).,.
36RRC_Decision_RulesExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Class (binding node), Recommended strategy, Primary functional endpoint, Required safety readout fields and clipped entries such as.
37RRC_Organ_RulesExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Organ (entered form), Organ-matched transfer strategy, Contraindication., Safety flag fields and clipped entries such as lung, Reversion biology.
38RRC_Minimum_Assay_PanelExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Assay / readout, Node, Tier fields and clipped entries such as Single-cell/spatial CTHRC1+/ACTA2+ +., Reversion, Required.
39RRC_Archetype_CardsExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Archetype, Profile (deficits), Binding node, Matched move fields and clipped entries such as Clearance-limited IPF (default), clearance 3,.
40RRC_Validation_LogExecutable decision surface for classifying programs, risks, gates, or evidence states. Public preview exposes Validation cohort, RRC-classified fibrosis cohorts. fields and clipped entries such as Held-out AUC target, >= 0.80 (binding-node call predicts.,.
41RRC_Traceability_MapTraceability surface linking claims, figures, calculations, and workbook outputs back to sources. Public preview exposes RRC element, Maps to claim/finding, Evidence ID, Figure fields and clipped entries such as Reversion node, KLF4:SOX4 reversion dial;.
Power-calculated next studies

Power calculations are the execution bridge.

Power calculations are planning-grade research calculations for endpoint logic, assumptions, sample size, budget, and timeline. They do not prove hypotheses or constitute clinical protocol.

HypothesisPrimary endpointTestEffectαPowerComputed nDesign n
H1Responders >=10% fibrotic-burden reduction (collagen-turnover imaging...Two-proportion0.30.050.803643
H2Senescent-myofibroblast (p16+/aSMA+) burden, combo vs best-monoTwo-proportion0.350.050.805363
H3Reversion-signature reduction (KLF4 up/SOX4 down) vs control under TGF-bTwo-sample t0.90.050.802023
H4Activation/collagen change, transient stiffness reset + backbone vs b...Two-sample t0.80.050.802530
H5Cross-organ fibrogenic-marker reduction (>=3/4 organs) vs vehicleTwo-sample t0.80.050.802530
Release audit discipline

Audit posture is part of the product.

Public pages do not publish exact audit scores. They should state the release discipline, revision posture, and limitations without implying peer review or validated clinical guidance.

Boundary

Research-use decision package

Not medical advice, clinical guidance, investment advice, or a clinical protocol.

Evidence labels

Known / inferred / hypothetical

The package separates cited evidence from inference and frontier hypothesis generation.

Release

Audit-gated and revision-controlled

Adversarial audit checks source support, formulas, figures, limitations, and release readiness.

Buy this dossier Full decision package — 116-page report + 41-sheet workbook
  • Decision research report (116 pages, PDF)
  • Evidence & Decision Workbook (41 sheets, .xlsx) — claims, source-support verdicts, power calculations, traceability, and audit log
  • Live, editable power-calculated next studies
$3,500$5,500Launch price
Buy now