The Lupus Atlas

An independent, source-linked map of systemic lupus erythematosus (SLE) researchCause candidates ·Fix attempts ·Methods & editorial policyEvidence cutoff: 2026-08-05 · research information, not medical advice

Research-priority portfolio

What deserves the next decisive experiment?

11 evidence-graded dossiers organize plausible paths toward prevention or durable treatment-free remission—while making the causal gaps, safety limits, and failure conditions impossible to miss.

Different roles, different claims

A portfolio—not a leaderboard of treatments

Initiators, reservoirs, reconstitution states, amplifiers, and selectors answer different questions. They may be complementary rather than competing.

Research boundaryClinical response while receiving therapy is not the same as durable drug-free remission. A biomarker or selector is not itself a biological cure target.

Before or at disease transition

Initiation & prevention

Candidates that may precede classified SLE or define a state in which transition could be prevented.

Initiator candidate
Band BTier 2

Rare functionally confirmed TLR7 or UNC93B1 gain-of-function disease

Correct an upstream genetically causal signaling defect in the rare subgroup whose pathogenic TLR7-pathway gain of function is independently confirmed by variant interpretation and functional testing.

Population in scope
People with a pathogenic or likely pathogenic TLR7 or UNC93B1 variant and independently replicated functional gain of TLR7-pathway signaling.
Strongest causal gap
Human causal perturbation: 0/4 No human carrier study has selectively normalized the variant-linked pathway and demonstrated causal clinical rescue.
Decisive experiment

Does selective normalization of a confirmed TLR7-pathway gain-of-function defect produce durable correction in human carriers?

Minimum follow-up: Two years after confirmed engagement, including off-intervention observation only where ethically permissible.
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence4/4
Human causal perturbation0/4
Durable remission / prevention0/4
Relevant-tissue evidence2/4
Independent replication2/4
Population definition4/4

Experiment design

An international prospective multiple-baseline rare-disease study using the same selective pathway intervention, standardized background care, variant-specific functional assays, staggered starts where ethical, and matched sampling before treatment, at engagement, after clinical stabilization, and during a prespecified observation after withdrawal where permissible.

Comparator
Staggered-start within-carrier control and matched natural-history carriers when randomization is infeasible.
Primary outcome
Reproducible normalization of variant-linked signaling followed by sustained correction of autoimmune activity or prevention-state progression beyond the participant's baseline trajectory.

What would raise confidence

  • Variant-linked signaling normalizes reproducibly while unrelated protective sensing remains within prespecified margins.
  • Clinical or preclinical-state improvement follows engagement across independent carriers and persists beyond expected pharmacologic washout where ethically testable.
  • The magnitude of functional correction tracks the outcome within carriers and across alleles.
  • Alternative maintenance reservoirs are measured so persistent disease despite correction is interpretable.

What would lower or falsify it

  • Complete variant-linked signaling correction does not alter autoimmune state or clinical course.
  • Improvement precedes engagement or is attributable to background therapy rather than pathway correction.
  • Only broad antiviral or innate suppression, rather than selective normalization, accompanies benefit.
  • Disease persists through autonomous reservoirs despite durable correction, weakening the target's established-disease cure role.

Evidence and contradiction

Source ledger

  1. TLR7 gain-of-function genetic variation causes human lupusprimary study · verified Jul 11, 2026
  2. Genetic variants in UNC93B1 predispose to childhood-onset systemic lupus erythematosusprimary study · verified Jul 11, 2026
  3. Enpatoran in systemic and cutaneous lupus: randomized placebo-controlled phase 1b studyprimary study · verified Jul 11, 2026
  4. Enpatoran in moderate-to-severe systemic lupus erythematosus: WILLOW Cohort Bprimary study · verified Jul 11, 2026
  5. B cell-intrinsic TLR9 expression is protective in murine lupusprimary study · verified Jul 11, 2026
  6. DS-7011a randomized phase 1b/2 SLE registry resultstrial registry · verified Jul 12, 2026
  7. TLR7 in systemic lupus erythematosus: genetics and emerging therapiesreview · verified Jul 12, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Initiator candidate
Band CTier 2

Nonmonogenic high-TLR7 functional state

Identify a nonmonogenic subgroup whose disease or pre-disease state remains preferentially dependent on excessive TLR7 activity and test selective pathway normalization without borrowing causal certainty from rare variants.

Population in scope
People without a functionally causal TLR7 or UNC93B1 variant who meet a prospectively locked high-TLR7 functional classifier before treatment.
Strongest causal gap
Temporality / precedence: 0/4 A TLR7-specific nonmonogenic functional state has not been validated prospectively before SLE transition or established-disease activity.
Decisive experiment

Does a locked nonmonogenic TLR7-specific functional state predict preferential and durable benefit from selective pathway inhibition?

Minimum follow-up: One year of randomized treatment assessment plus at least one year of post-treatment or extension follow-up.
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence0/4
Human causal perturbation3/4
Durable remission / prevention0/4
Relevant-tissue evidence1/4
Independent replication2/4
Population definition0/4

Experiment design

Prospectively freeze a TLR7-selective functional assay and threshold in an observational run-in, then test it in a multicenter randomized placebo-controlled trial that enrolls both classifier-high and classifier-low participants, stratifies randomization by classifier, uses the same background-care and taper rules, and prespecifies the treatment-by-classifier interaction as the primary causal test.

Comparator
Placebo within classifier-high and classifier-low strata, using the same selective inhibitor and background care.
Primary outcome
A prespecified treatment-by-classifier interaction for a validated clinical response jointly requiring TLR7-specific target engagement and followed by persistence assessment after washout.

What would raise confidence

  • The frozen assay is reproducible across sites and distinguishes TLR7 responses from TLR8, TLR9, and generic interferon activity.
  • Classifier-high participants show materially greater randomized benefit than classifier-low participants without outcome-driven threshold changes.
  • Clinical benefit follows selective target engagement and is not explained by skin phenotype, baseline severity, exposure, or broad immunosuppression.
  • A meaningful subset sustains improvement or delayed rebound beyond expected pharmacologic washout while protective immunity remains intact.

What would lower or falsify it

  • The assay cannot reproduce across sites or collapses after controlling for cell composition and infection.
  • Classifier-high and classifier-low participants have similar randomized treatment effects.
  • Benefit occurs without TLR7-specific engagement or is attributable to TLR8 or generic anti-inflammatory activity.
  • Any improvement disappears immediately with exposure loss, refuting a durable cure role even if on-treatment control remains valid.

Evidence and contradiction

Source ledger

  1. Enpatoran in systemic and cutaneous lupus: randomized placebo-controlled phase 1b studyprimary study · verified Jul 11, 2026
  2. Enpatoran in moderate-to-severe systemic lupus erythematosus: WILLOW Cohort Bprimary study · verified Jul 11, 2026
  3. B cell-intrinsic TLR9 expression is protective in murine lupusprimary study · verified Jul 11, 2026
  4. Progression from at-risk state to clinical and severe systemic lupus erythematosus involves molecular dysregulationsprimary study · verified Jul 11, 2026
  5. Enpatoran for active cutaneous manifestations: WILLOW Cohort Aprimary study · verified Jul 12, 2026
  6. DS-7011a randomized phase 1b/2 SLE registry resultstrial registry · verified Jul 12, 2026
  7. E6742 dual TLR7/8 antagonist randomized phase 1/2 SLE studyprimary study · verified Jul 12, 2026
  8. Afimetoran randomized phase 1b study in cutaneous lupusprimary study · verified Jul 12, 2026
  9. TLR7 in systemic lupus erythematosus: genetics and emerging therapiesreview · verified Jul 12, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Prevention state
Band CTier 2

Prospectively validated pre-disease transition trajectory

Define a reproducible high-absolute-risk window in which mechanism-matched prevention can be tested before classified SLE and irreversible organ injury, while protecting likely nonprogressors from unnecessary intervention.

Population in scope
Prospectively enrolled ANA-positive asymptomatic or symptomatic people without SLE, unaffected relatives, and incomplete-lupus populations analyzed as distinct strata.
Strongest causal gap
Durable remission / prevention: 0/4 No trajectory-guided intervention has demonstrated durable prevention of SLE or organ disease.
Decisive experiment

Can a locked longitudinal trajectory safely identify SLE-specific transition risk and predict differential benefit from a mechanism-matched prevention strategy?

Minimum follow-up: Five years for primary prevention and organ outcomes, with ten-year passive or registry follow-up for late transitions and harms.
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence4/4
Human causal perturbation1/4
Durable remission / prevention0/4
Relevant-tissue evidence1/4
Independent replication3/4
Population definition2/4

Experiment design

A prospective multicenter external-validation cohort with serial measurements and blinded outcome adjudication, followed by an embedded biomarker-enriched randomized mechanism-matched prevention trial. Freeze the model, thresholds, assay pipeline, missing-data handling, comparator clinical model, and subgroup analyses before outcomes are revealed.

Comparator
Clinical and routine-laboratory risk assessment alone, plus placebo within the randomized high-risk prevention stratum.
Primary outcome
Well-calibrated adjudicated SLE-specific absolute risk and a prespecified treatment-by-trajectory interaction for incident SLE or clinically meaningful organ disease.

What would raise confidence

  • External calibration and discrimination meet prespecified thresholds at all time horizons and remain acceptable in major population strata.
  • The trajectory adds decision-curve net benefit beyond ordinary clinical and laboratory assessment while reducing false-positive enrollment.
  • The high-risk state predicts greater randomized benefit from the matched intervention, with mechanism-specific engagement mediating outcome improvement.
  • Low-risk participants have a sufficiently low observed event rate to support de-escalated research surveillance without missed organ-threatening disease.
  • The complete model, code, assay specification, and deidentified validation data are independently reproducible.

What would lower or falsify it

  • The model is miscalibrated or loses discrimination outside discovery cohorts or within major demographic groups.
  • Serial molecular features add no meaningful net benefit beyond inexpensive clinical measures.
  • The trajectory does not predict differential benefit from a mechanism-matched intervention.
  • False-positive labeling, intervention harm, or missed organ disease outweighs prevention benefit.
  • Apparent prediction is explained by outcome-component leakage, treatment, infection, or referral selection.

Evidence and contradiction

Source ledger

  1. Development of autoantibodies before the clinical onset of systemic lupus erythematosusprimary study · verified Jul 11, 2026
  2. Discerning risk of disease transition in relatives of systemic lupus erythematosus patientsprimary study · verified Jul 11, 2026
  3. Evaluation of progression from preclinical to systemic autoimmune rheumatic diseaseprimary study · verified Jul 11, 2026
  4. Progression from at-risk state to clinical and severe systemic lupus erythematosus involves molecular dysregulationsprimary study · verified Jul 11, 2026
  5. A randomized placebo-controlled trial of hydroxychloroquine in incomplete lupusprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Initiator candidate
Band CWatch

EBV-positive autoreactive antigen-presenting B-cell state

Prevent formation or selectively remove an EBV-reprogrammed autoreactive B-cell state that could couple persistent viral latency to self-antigen presentation and systemic autoimmune amplification.

Population in scope
Research participants with directly measured EBV-positive B cells whose expressed B-cell receptors bind validated SLE nuclear autoantigens and whose cells show a prespecified antigen-presenting program.
Strongest causal gap
Temporality / precedence: 0/4 The defining cellular state has not been demonstrated prospectively before autoimmunity or first SLE transition.
Decisive experiment

Does the EBV-positive autoreactive antigen-presenting B-cell state precede SLE and mediate preventable transition in a biomarker-defined high-risk population?

Minimum follow-up: Five years for prevention outcomes, with longer surveillance for late viral and lymphoproliferative safety.
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence0/4
Human causal perturbation1/4
Durable remission / prevention0/4
Relevant-tissue evidence1/4
Independent replication1/4
Population definition1/4

Experiment design

First prospectively validate a locked cellular-state assay in serial pre-disease samples. Only after temporality, calibration, and a safe selective intervention are established, conduct a multicenter biomarker-enriched randomized prevention trial with mechanistic mediation analysis and a nested state-negative observational comparator.

Comparator
Matched placebo or control intervention within state-positive participants, plus a state-negative observational comparison cohort.
Primary outcome
Adjudicated incident SLE or clinically meaningful organ disease, jointly interpreted with selective elimination or durable normalization of the prespecified EBV-positive autoreactive B-cell state.

What would raise confidence

  • The state reproducibly appears before clinical transition and adds calibrated SLE-specific risk beyond ordinary clinical and serologic predictors.
  • A selective intervention reduces the state without broad loss of protective B-cell immunity or uncontrolled EBV reactivation.
  • State reduction precedes and statistically mediates a lower rate or delayed timing of SLE transition in randomized comparison.
  • The association and intervention effect replicate across independent centers and major demographic strata.

What would lower or falsify it

  • The state is absent before onset or appears only after disease activity, treatment, or EBV reactivation.
  • The state is equally prevalent and functional in persistent nonprogressors after adjustment for confounding.
  • Selective state reduction does not change transition risk or relevant autoimmune trajectories.
  • Clinical benefit occurs without changing the state, or state reduction causes unacceptable loss of protective immunity.

Evidence and contradiction

Source ledger

  1. Epstein-Barr virus reprograms autoreactive B cells as antigen-presenting cells in systemic lupus erythematosusprimary study · verified Jul 11, 2026
  2. Exhausted cytotoxic control of Epstein-Barr virus in human lupusprimary study · verified Jul 11, 2026
  3. Defective control of latent Epstein-Barr virus infection in systemic lupus erythematosusprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

What may preserve—or rebuild—disease

Maintenance & reconstitution

Candidate reservoirs and post-reset immune states that could help explain persistence, relapse, or durable remission.

Maintenance reservoir
Band CTier 2

Plasma-lineage reservoir

Remove or durably silence pathogenic plasma-lineage cells that escape CD19-only depletion and may preserve autoantibody production or humoral memory capable of restarting SLE.

Population in scope
Treatment-refractory SLE represented in dual CD19/BCMA cohorts
Strongest causal gap
Population definition: 1/4 Cohorts are refractory and often renal, but no locked plasma-reservoir classifier defines who should benefit.
Decisive experiment

Does a baseline plasma-lineage reservoir identify an SLE subgroup that gains greater durable remission from dual rather than CD19-only targeting?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence2/4
Human causal perturbation3/4
Durable remission / prevention3/4
Relevant-tissue evidence3/4
Independent replication2/4
Population definition1/4

Experiment design

Prospective biomarker-stratified direct comparison of CD19-only and CD19/BCMA strategies using harmonized conditioning, clinical endpoints, sampling, protective-immunity testing, and late follow-up.

Comparator
CD19-only versus CD19/BCMA targeting within reservoir-positive and reservoir-negative strata.
Primary outcome
Treatment-by-reservoir interaction for durable treatment-free DORIS remission and time to relapse.

What would raise confidence

  • Dual targeting improves durability specifically in the prespecified reservoir-positive subgroup
  • Residual pathogenic plasma-lineage clones predict relapse after CD19-only targeting
  • Benefit replicates without disproportionate loss of protective immunity

What would lower or falsify it

  • No treatment-by-reservoir interaction is observed
  • CD19-only and dual-target durability are equivalent in reservoir-positive patients
  • Plasma-lineage clearance does not reduce relapse or causes unacceptable sustained immune deficiency

Evidence and contradiction

Source ledger

  1. Co-infusion of CD19-targeting and BCMA-targeting CAR-T cells for treatment-refractory systemic lupus erythematosusprimary study · verified Jul 11, 2026
  2. BCMA-CD19 armored compound CAR T cells in systemic lupus erythematosus: extended follow-upprimary study · verified Jul 11, 2026
  3. Dual-Targeting BCMA-CD19 CAR-T Cell Therapy in SLE: Single-Cell and Immune Repertoire Analysisprimary study · verified Jul 11, 2026
  4. CD19 CAR-T cells for treatment-refractory autoimmune diseases: the CASTLE basket trialprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Maintenance reservoir
Band CTier 2

Relapse-capable autoreactive clonotypes

Identify and eliminate or durably silence functionally pathogenic immune clonotypes that survive depletion or re-emerge to reconstruct the autoimmune network causing relapse.

Population in scope
SLE relapse after apparently complete depletion
Strongest causal gap
Relevant-tissue evidence: 1/4 Most clonotype evidence is blood-based and cannot exclude rare persistent clones in marrow, lymph node, kidney, or skin.
Decisive experiment

Do functionally pathogenic pre-treatment clonotypes reproducibly reappear before SLE relapse but remain absent or silent in durable remission?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence2/4
Human causal perturbation2/4
Durable remission / prevention2/4
Relevant-tissue evidence1/4
Independent replication2/4
Population definition1/4

Experiment design

Prospective standardized cellular-therapy cohort with dense serial blood, matched baseline tissue, mandatory pre-rescue relapse sampling, recombinant clone testing, and blinded old-clone versus de-novo relapse analysis.

Comparator
Same-product durable responders versus participants with adjudicated relapse.
Primary outcome
Pre-relapse return or expansion of functionally validated baseline autoreactive clonotypes relative to durable responders.

What would raise confidence

  • The same functionally pathogenic clones reproducibly precede relapse
  • Clone dynamics add prediction beyond activity, autoantibodies, and total memory-cell counts
  • Selective old-clone loss tracks remission while unrelated protective repertoires remain intact

What would lower or falsify it

  • Relapses are usually driven by new unrelated clones
  • Verified old clones persist equally in durable remission and relapse
  • Clone return follows rather than precedes relapse
  • Functional assays show tracked clones are not pathogenic

Evidence and contradiction

Source ledger

  1. Single-Cell Level Characterization of B Cell Depletion and Repopulation Following Rituximab in SLEprimary study · verified Jul 11, 2026
  2. Clonal expansion of B-cells in human systemic lupus erythematosus before and after B-cell depletionprimary study · verified Jul 11, 2026
  3. Dual-Targeting BCMA-CD19 CAR-T Cell Therapy in SLE: Single-Cell and Immune Repertoire Analysisprimary study · verified Jul 11, 2026
  4. B cell biomarkers of rituximab responses in systemic lupus erythematosusprimary study · verified Jul 11, 2026
  5. Phenotypic changes of lymphocytes in SLE in longterm remission after rituximabprimary study · verified Jul 11, 2026
  6. CD19 CAR T-Cell Therapy in Autoimmune Disease - A Case Series with Follow-upprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Maintenance reservoir
Band CTier 2

Tissue-resident antigen-experienced B-cell reservoir

Remove or durably silence antigen-experienced B cells in lymphoid and affected tissues that may survive peripheral depletion and preserve the capacity to restart autoimmune disease.

Population in scope
Severe treatment-refractory SLE represented in existing cellular-therapy cohorts
Strongest causal gap
Independent replication: 1/4 The decisive paired-tissue evidence comes from one small program and disease-mismatched rituximab comparators.
Decisive experiment

Does residual tissue antigen-experienced B-cell burden causally distinguish durable treatment-free remission from relapse?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence2/4
Human causal perturbation3/4
Durable remission / prevention2/4
Relevant-tissue evidence4/4
Independent replication1/4
Population definition2/4

Experiment design

Prospective multicenter same-product cohort with fixed conditioning and paired blood and tissue sampling before treatment, at nadir, after reconstitution, and at relapse, with blinded pathology and prespecified mediation analysis.

Comparator
Durable treatment-free responders versus relapsers receiving the same product and conditioning.
Primary outcome
Time to adjudicated relapse as a function of prespecified residual tissue antigen-experienced B-cell burden.

What would raise confidence

  • Low tissue-reservoir burden reproducibly precedes durable remission
  • Tissue burden adds relapse prediction beyond blood counts, baseline activity, and damage
  • The result replicates in an independent cohort and relevant organ tissue

What would lower or falsify it

  • Durable remission commonly coexists with persistent tissue reservoirs
  • Complete tissue depletion commonly occurs without remission
  • The association disappears after controlling for conditioning, endotype, and organ damage

Evidence and contradiction

Source ledger

  1. CD19-CAR T-cell therapy induces deep tissue depletion of B cellsprimary study · verified Jul 11, 2026
  2. B cell biomarkers of rituximab responses in systemic lupus erythematosusprimary study · verified Jul 11, 2026
  3. Efficacy and safety of rituximab in patients with active proliferative lupus nephritisprimary study · verified Jul 11, 2026
  4. CD19 CAR T-Cell Therapy in Autoimmune Disease - A Case Series with Follow-upprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Reconstitution state
Band CTier 2

Tolerant immune reconstitution

Guide post-depletion immune recovery toward a stable state that does not rebuild pathogenic memory while restoring broad protective humoral and cellular immunity.

Population in scope
Treatment-refractory SLE after CD19 CAR-T, dual-target cellular therapy, rituximab, or AHSCT
Strongest causal gap
Relevant-tissue evidence: 2/4 Some marrow and kidney data exist, but most state definitions rely on peripheral blood rather than matched tissues.
Decisive experiment

Does a prespecified tolerant-reconstitution state causally distinguish durable treatment-free remission from relapse?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence3/4
Human causal perturbation3/4
Durable remission / prevention3/4
Relevant-tissue evidence2/4
Independent replication3/4
Population definition2/4

Experiment design

Prospective multicenter same-product cohort that locks a composite state score before outcome analysis, samples matched blood and tissue, and externally validates prediction and mediation of relapse.

Comparator
Same-product durable treatment-free responders versus participants with adjudicated relapse.
Primary outcome
External-cohort time to relapse predicted by the locked reconstitution score beyond baseline endotype, depletion depth, conditioning, and organ damage.

What would raise confidence

  • The prespecified state reproduces across platforms and populations
  • It predicts durable remission before outcome is known
  • It distinguishes protective recovery from global immune deficiency
  • A component intervention changes relapse risk in the predicted direction

What would lower or falsify it

  • The state is equally common in relapsers and durable responders
  • Prediction disappears after adjustment for activity or conditioning
  • Favorable blood reconstitution coexists with pathogenic tissue persistence and relapse
  • The state requires unacceptable persistent immune deficiency

Evidence and contradiction

Source ledger

  1. Anti-CD19 CAR T cell therapy for refractory systemic lupus erythematosusprimary study · verified Jul 11, 2026
  2. CD19 CAR-T cells for treatment-refractory autoimmune diseases: the CASTLE basket trialprimary study · verified Jul 11, 2026
  3. Long-term follow-up after lymphodepleting autologous haematopoietic cell transplantation for treatment-resistant SLEprimary study · verified Jul 11, 2026
  4. Single-Cell Level Characterization of B Cell Depletion and Repopulation Following Rituximab in SLEprimary study · verified Jul 11, 2026
  5. B cell biomarkers of rituximab responses in systemic lupus erythematosusprimary study · verified Jul 11, 2026
  6. Clonal expansion of B-cells in human systemic lupus erythematosus before and after B-cell depletionprimary study · verified Jul 11, 2026
  7. Phenotypic changes of lymphocytes in SLE in longterm remission after rituximabprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Clinically actionable, not stand-alone cures

Control pathways & selectors

Validated disease amplifiers and selection tools that can strengthen experiments without being mistaken for root causes.

Validated amplifier
Band BTier 3

BAFF and BLyS signaling

A clinically validated B-cell survival control pathway that can reduce disease activity, but is not established as a universal initiating cause, complete maintenance reservoir, or stand-alone cure target.

Population in scope
Patients aged 5 years and older with active SLE receiving standard therapy, matching the June 2025 U.S. label.
Strongest causal gap
Durable remission / prevention: 0/4 The cited evidence evaluates continued add-on therapy and does not establish durable treatment-free remission or disease prevention.
Decisive experiment

Can BAFF blockade produce durable immune reprogramming in a prospectively identified BAFF-dependent subgroup rather than benefit only during continued inhibition?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence1/4
Human causal perturbation4/4
Durable remission / prevention0/4
Relevant-tissue evidence2/4
Independent replication4/4
Population definition3/4

Experiment design

A prospective biomarker-stratified randomized mechanistic trial using a locked continuous BAFF and B-cell-state panel, a mechanism-distinct active comparator, paired blood and ethically available tissue measurements, B-cell receptor lineage tracking, plasma-cell and memory-state assays, standardized remission outcomes, and supervised withdrawal after sustained control.

Comparator
Mechanism-distinct active therapy plus the same protocolized background-care framework.
Primary outcome
Sustained protocol-defined clinical remission after supervised withdrawal with persistent correction of the prespecified pathogenic B-cell and tissue state.

What would raise confidence

  • A prespecified treatment-by-BAFF/B-cell-state interaction replicates independently.
  • A clinically meaningful fraction remains in remission after withdrawal with disappearance rather than redistribution of pathogenic lineages.
  • Tissue and blood states improve concordantly while protective humoral immunity is preserved.

What would lower or falsify it

  • Deep BAFF engagement and peripheral B-cell remodeling leave pathogenic lineages or tissue states intact.
  • Disease reliably returns after withdrawal without durable repertoire correction.
  • No reproducible treatment interaction exists across the prespecified BAFF/B-cell-state continuum.
  • Protective immune impairment outweighs any durable-remission gain.

Evidence and contradiction

Source ledger

  1. Two-Year, Randomized, Controlled Trial of Belimumab in Lupus Nephritisprimary study · verified Jul 11, 2026
  2. The role of baseline BLyS levels and type 1 interferon-inducible gene signature status in determining belimumab responseprimary study · verified Jul 11, 2026
  3. BENLYSTA belimumab U.S. Prescribing Information, June 2025regulatory · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Validated amplifier
Band BTier 3

Type I interferon signaling through IFNAR1

A clinically validated control pathway that may suppress an interferon-dominant disease state, but is not established as a universal root cause or stand-alone cure target.

Population in scope
Adults with moderate-to-severe active SLE receiving standard therapy, matching the April 2026 U.S. label and pivotal generalized-SLE trials.
Strongest causal gap
Durable remission / prevention: 0/4 The cited trials assessed response during continued therapy and do not demonstrate sustained drug-free remission or prevention of SLE.
Decisive experiment

Does IFNAR1 blockade create durable immune correction in a prospectively identified interferon-active subgroup rather than reversible suppression?

Minimum follow-up: 5 years
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence1/4
Human causal perturbation4/4
Durable remission / prevention0/4
Relevant-tissue evidence2/4
Independent replication4/4
Population definition3/4

Experiment design

A biomarker-stratified randomized mechanistic trial using a locked continuous IFN-state assay, a mechanism-distinct active comparator, paired blood and affected-tissue measurements where ethically available, repertoire tracking, standardized remission outcomes, and a supervised withdrawal phase after sustained disease control.

Comparator
Mechanism-distinct active therapy plus the same protocolized background-care framework.
Primary outcome
Sustained protocol-defined clinical remission after supervised withdrawal, coupled to persistent correction of the prespecified tissue and blood immune state.

What would raise confidence

  • A prespecified treatment-by-continuous-IFN-state interaction replicates in an independent cohort.
  • A clinically meaningful fraction remains in remission after withdrawal without recovery of the pathogenic tissue state.
  • Pathogenic repertoire or cellular states decline beyond what is seen with the active comparator while protective immunity is preserved.

What would lower or falsify it

  • Deep blood signature neutralization fails to correct the affected-tissue state.
  • Disease reliably returns as the signature recovers after withdrawal despite adequate on-treatment engagement.
  • No reproducible treatment interaction is observed across the continuous baseline IFN state.
  • Protective immune impairment outweighs durable-remission benefit.

Evidence and contradiction

Source ledger

  1. Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupusprimary study · verified Jul 11, 2026
  2. Type I interferon inhibitor anifrolumab in active systemic lupus erythematosus: TULIP-1primary study · verified Jul 11, 2026
  3. Trial of Anifrolumab in Active Systemic Lupus Erythematosusprimary study · verified Jul 11, 2026
  4. Anifrolumab efficacy and safety by type I interferon gene signature and clinical subgroupsprimary study · verified Jul 11, 2026
  5. SAPHNELO anifrolumab-fnia U.S. Prescribing Information, April 2026regulatory · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

Enabling selector
Band CTier 3

Eight-endotype whole-blood transcriptomic selector

An enabling target for matching biologically heterogeneous SLE states to mechanism-specific experiments; it is an assay and decision tool, not a biological cure target.

Population in scope
Research participants with classified SLE and standardized baseline whole-blood RNA suitable for the published gene-module workflow.
Strongest causal gap
Durable remission / prevention: 0/4 No evidence shows classifier-guided care produces durable drug-free remission or prevents SLE.
Decisive experiment

Does a frozen eight-endotype classifier reproducibly predict comparative treatment benefit beyond ordinary clinical and serologic variables?

Minimum follow-up: 104 weeks
Inspect evidence, falsifiers & sources

Evidence shape

Temporality / precedence2/4
Human causal perturbation2/4
Durable remission / prevention0/4
Relevant-tissue evidence1/4
Independent replication4/4
Population definition3/4

Experiment design

Apply the published classifier without refitting to blinded, nonoverlapping banked samples from randomized phase III trials of mechanism-distinct therapies; preregister one interaction hierarchy, multiplicity control, calibration analysis, and an independent replication set before outcomes are unlocked.

Comparator
Concurrent randomized placebo or mechanism-distinct active comparator within each parent trial.
Primary outcome
A prespecified, replicated treatment-by-endotype interaction on the parent trial clinical endpoint with incremental decision value beyond clinical and serologic predictors.

What would raise confidence

  • Frozen assignments meet prespecified cross-laboratory reproducibility and failure-rate thresholds.
  • The same endotype-treatment interaction is clinically meaningful and statistically replicated in an independent trial.
  • The classifier improves calibration or net benefit beyond disease activity, organ involvement, anti-dsDNA, complement, ancestry, and background therapy.
  • Performance is acceptable across prespecified ancestry, sex, age, and organ subgroups.

What would lower or falsify it

  • Assignments are unstable across laboratory, platform, timepoint, or routine medication exposure.
  • Treatment interactions disappear under a frozen rule or fail independent replication.
  • Differences are explained by placebo prognosis rather than active-treatment effect modification.
  • Clinical and serologic variables equal or outperform the transcriptomic classifier.
  • Material subgroup miscalibration or access inequity cannot be mitigated.

Evidence and contradiction

Source ledger

  1. Analysis of transcriptomic features reveals molecular endotypes of SLE with clinical implicationsprimary study · verified Jul 11, 2026
  2. Validation of eight endotypes of lupus based on whole-blood RNA profilesprimary study · verified Jul 11, 2026
  3. Responsiveness of systemic lupus erythematosus subjects to iberdomide based on molecular endotypesprimary study · verified Jul 11, 2026
  4. Subsets of Patients With Lupus Identified by Gene Expression Profiles Exhibit Differential Clinical Responsiveness to Baricitinibprimary study · verified Jul 11, 2026

Review state: draft-agent-assisted. This dossier has not been assigned domain or expert review.

How to read the portfolio

High actionability cannot erase a causal gap

Grades are dimensional and deliberately not averaged. One weak dimension can define the next experiment.

A–D

Evidence band

A narrative summary of the evidence shape. Band A requires direct, replicated human evidence tied to prevention or durable remission; none of these 11 dossiers currently reaches it.

Tier 1–3

Research tier

A priority for the next causal experiment—not a treatment ranking. Tier 1 means a decisive study is ready enough to pursue under proper oversight.

0–4

Dimension grade

Temporality, perturbation, durable outcome, tissue relevance, replication, and population definition each retain their own rationale and uncertainty.

Fail well

Falsification first

Every dossier names results that should lower confidence. A useful target program must be able to discover that its favored hypothesis is wrong.

Research use only. This portfolio does not diagnose lupus, recommend a treatment, rank present clinical options, or establish that any candidate will lead to a cure.

Read the editorial methods