Acne vulgaris (dermatology lens)
DERMATOLOGY-framed chronic acne vulgaris engine — owns the four-pathogenic-factor frame (follicular hyperkeratinisation, C. acnes, sebum/androgen, inflammation), the lesion/severity taxonomy + scarring/dyspigmentation/psychosocial-burden tracking, and the full AAD 2024 stepwise multi-mechanism ladder. Acneiform mimics (rosacea / hidradenitis / drug-acneiform) and the endocrine-hyperandrogenism driver are recognised here and routed/branched; acne fulminans + suicidality are escalated. Guidelines refreshed (not merely tagged) 2026-05-18 via PubMed MCP: AAD 2024 acne guideline (Reynolds et al, JAAD; PMID 38300170 / DOI 10.1016/j.jaad.2023.12.017) is the current authority, applied via Keow/Abu-Hilal Can Fam Physician 2025 (PMID 40730431) and the Barbieri/Reynolds antibiotic-stewardship commentary (PMID 38925435). Supporting pivotal RCTs (clascoterone PMID 32320027/37556524, sarecycline PMID 30235387/36671290, spironolactone SAFA PMID 39268864, isotretinoin PMID 28542914/33185932) are all PubMed-verified this session. According to PubMed; no source older than the AAD 2024 floor is cited as primary. RxCUIs validated live against RxNav 2026-05-18 (forward name→cui + reverse cui→RxNorm Name, ingredient-level): tretinoin 10753, adapalene 60223, tazarotene 83947, trifarotene 2205637, benzoyl peroxide 1418, clindamycin 2582, clascoterone 2474340, azelaic acid 18602, doxycycline 3640, sarecycline 2059018, minocycline 6980, ethinyl estradiol/norgestimate 214559, spironolactone 9997, isotretinoin 6064, prednisone 8640, triamcinolone acetonide 10761. No hand-authored codes; scar-management referral is non_pharm. Acne-severity calculators (IGA / Leeds revised / GAGS / Global Acne Severity Scale) are schema-blocked — not present in the clinical-tools-registry; captured narratively in RISK_STRATIFICATION. Decision surface satisfied by the AAD 2024 regimen ladder + workup.chronic_pruritus + calc.ckd_epi_2021 (spironolactone/tetracycline renal review). Schema-blocked calc tickets surfaced in the design brief. Bayesian linkage (acneiform-differential pre-test priors, LR+/LR− for ≥8 distinguishing findings incl. the comedone / drug-timeline / hyperandrogenism pivots, conditional dependencies, T_treat/T_test, cross-dossier routing edges by engine_id to derm.rosacea / derm.hidradenitis-suppurativa / derm.drug-eruption) is documented in the co-located _design-brief.md + _research-bundle.md; first-class TS LR fields remain schema-blocked (same constraint as the cellulitis + atopic-dermatitis gold templates). Effect sizes (≥10, chronic target): clascoterone phase 3 IGA success ~18.4%/20.3% vs 9.0%/6.5% vehicle (point estimates 2.3 & 3.7; PMID 32320027), 12-mo facial IGA 0/1 ~48.9% (PMID 37556524); sarecycline inflammatory-lesion reduction -51.8%/-49.9% vs ~-35% placebo wk12 (PMID 30235387), pooled -55% by wk12 (PMID 36671290); spironolactone SAFA IGA-success OR 5.18 (95% CI 2.18–12.28) wk12, 24-wk improvement 81.9% vs 63.3% (OR 2.72, 1.50–4.93; PMID 39268864); isotretinoin reduces lesion counts more than antibiotic/placebo with ~2× AE frequency (PMID 28542914); ISO/PDL combined cut cumulative isotretinoin dose 48.7 vs 100.4 mg/kg (PMID 33185932). Full numerics + PMID anchors in _research-bundle.md.
Entry points (5)
- symptomChronic comedonal and/or inflammatory papulopustular eruption of the face/chest/back in an adolescent or adult (AAD 2024 acne guideline, Reynolds et al JAAD; PMID 38300170)comedonal_papulopustular_facial_truncal_eruption
- symptomDeep painful nodules/cysts or early atrophic/keloidal scarring → isotretinoin-candidate entry (AAD 2024 PMID 38300170 — isotretinoin strongly recommended for severe/scarring acne)nodulocystic_or_scarring_acne
- historySudden, severe, or treatment-recalcitrant acne in an adult female ± hyperandrogenism signs → hormonal-workup entry (AAD 2024 PMID 38300170)sudden_recalcitrant_adult_female_acne
- historyMonomorphic acneiform eruption temporally linked to systemic corticosteroid / EGFR-inhibitor / lithium / anabolic-androgen → drug-induced acneiform entry (route derm.drug-eruption.core.v1)acne_on_acneiform_drug
- symptomAcute ulcerative/crusted nodular acne with fever, malaise, arthralgia → acne fulminans entry (AAD 2024 PMID 38300170 — systemic corticosteroid bridge, NOT antibiotic-first)acute_ulcerative_crusted_acne_with_systemic_features
Required inputs (16)
- lesion_morphology_taxonomyrequiredsymptom • used at ENTRYComedonal vs inflammatory papulopustular vs nodulocystic morphology is the primary driver of where on the AAD 2024 ladder a patient enters (PMID 38300170)
- acne_severity_graderequiredsymptom • used at RISK_STRATIFICATIONMild / moderate / severe (lesion count + extent + nodularity) gates topical-only vs +oral-antibiotic/hormonal vs isotretinoin (AAD 2024 PMID 38300170)
- scarring_or_dyspigmentationrequiredsymptom • used at RISK_STRATIFICATIONActive scarring (atrophic/keloidal) or post-inflammatory hyperpigmentation/erythema lowers the threshold to isotretinoin and drives aggressive early control (AAD 2024 PMID 38300170 — isotretinoin strongly recommended when scarring)
- psychosocial_qol_burdenrequiredsymptom • used at CONTEXTAcne carries a major QoL/anxiety/depression/suicidality burden; psychosocial impact independently justifies systemic escalation incl. isotretinoin (AAD 2024 PMID 38300170; isotretinoin AE review Vallerand BJD 2017 PMID 28542914)
- hyperandrogenism_signsrequiredhistory • used at BRANCHING_WORKUPHirsutism, irregular menses, virilisation, or sudden recalcitrant adult-female acne triggers an endocrine workup (total/free testosterone, DHEAS, 17-OHP, LH/FSH) for PCOS/CAH/tumour (AAD 2024 PMID 38300170)
- acneiform_drug_exposurerequiredhistory • used at CONTEXTSystemic corticosteroid / EGFR-inhibitor / lithium / anabolic-androgen / iodide produces a monomorphic comedone-poor acneiform eruption — a key acne mimic (route derm.drug-eruption.core.v1)
- rosacea_vs_acne_featuresrequiredsymptom • used at DIFFERENTIALAbsence of comedones + centrofacial flushing/telangiectasia/persistent erythema argues rosacea, not acne (route derm.rosacea.core.v1) (AAD 2024 PMID 38300170 — acne is a comedone-bearing follicular disease)
- intertriginous_nodules_sinus_tractsrequiredsymptom • used at DIFFERENTIALAxillary/inguinal/inframammary recurrent nodules, abscesses, sinus tracts, double-ended comedones → hidradenitis suppurativa, not acne (route derm.hidradenitis-suppurativa.core.v1)
- pregnancy_lactationrequireddemographic • used at TREATMENTIsotretinoin/tetracyclines/spironolactone/COC are contraindicated in pregnancy; gates the entire systemic ladder and the iPLEDGE pathway (AAD 2024 PMID 38300170)
- agerequireddemographic • used at TREATMENTTetracyclines contraindicated <8 y (dental staining); paediatric topical dosing; isotretinoin reproductive-age REMS gating (AAD 2024 PMID 38300170)
- reproductive_potential_contraceptiondemographic • used at TREATMENTIsotretinoin REMS (iPLEDGE) mandates two contraception methods + monthly pregnancy testing in patients who can become pregnant — absolute teratogen gating (AAD 2024 PMID 38300170)
- prior_acne_therapy_adequacyrequiredhistory • used at CONTEXTTrue topical/oral failure (adequate agent × duration ≥8-12 wk × adherence) vs under-treatment determines whether to escalate or optimise before systemic step-up (AAD 2024 PMID 38300170)
- prolonged_oral_antibiotic_historyhistory • used at CONTEXTLong/repeated oral-antibiotic courses raise resistance concern and the gram-negative-folliculitis differential — stewardship caps duration ~3-4 mo and mandates concomitant BPO (AAD 2024 PMID 38300170; Barbieri/Reynolds JAAD 2024 PMID 38925435)
- pregnancy_testlab • used at INITIAL_WORKUPNegative pregnancy test required before and during isotretinoin/hormonal/tetracycline therapy in patients of reproductive potential (AAD 2024 PMID 38300170)
- lipid_panel_lftlab • used at MONITORINGBaseline + on-treatment lipids and transaminases for isotretinoin; AAD 2024 supports infrequent monitoring for most low-risk patients (PMID 38300170; Keow/Abu-Hilal Can Fam Physician 2025 PMID 40730431)
- androgen_panellab • used at BRANCHING_WORKUPTotal/free testosterone, DHEAS, 17-OHP, LH/FSH when hyperandrogenism signs present — PCOS / CAH / virilising tumour screen (AAD 2024 PMID 38300170)
12-phase flow (12)
- 1FRAMEFrame as a CHRONIC pilosebaceous inflammatory disease driven by four pathogenic factors (follicular hyperkeratinisation, C. acnes, sebum/androgen, inflammation), managed on a stepwise multi-mechanism ladder — NOT a transient cosmetic rash. Scarring, dyspigmentation, and psychosocial burden are tracked as disease outcomes. Acneiform mimics + acne fulminans are recognised here and routed/escalated.advance: chronic acne framing set; acneiform-mimic + fulminans escape routes noted
- 2ENTRYRecognise the chronic comedonal/papulopustular eruption vs the nodulocystic/scarring, sudden-adult-female, drug-acneiform, or acute-ulcerative (fulminans) entries; capture lesion morphology up front (it sets the ladder entry point).inputs: lesion_morphology_taxonomyactions: workup.chronic_pruritusadvance: entry trigger present; lesion morphology recorded
- 3CONTEXTBuild context: full lesion taxonomy + distribution, psychosocial/QoL/suicidality burden, acneiform-drug exposure (steroid/EGFR-i/lithium/androgen), prolonged-oral-antibiotic history (resistance + gram-negative-folliculitis), and a rigorous prior-therapy-adequacy assessment (agent × ≥8-12 wk × adherence — under-treatment is the commonest "failure").inputs: psychosocial_qol_burden, acneiform_drug_exposure, prior_acne_therapy_adequacy, prolonged_oral_antibiotic_historyactions: workup.chronic_pruritusadvance: morphology + burden + drug/antibiotic context + true-adequacy established
- 4RED_FLAGSAcne fulminans (acute ulcerative/crusted nodular acne + fever/malaise/arthralgia ± osteolytic lesions) → systemic corticosteroid bridge then low-dose isotretinoin, NOT antibiotic-first or abrupt high-dose isotretinoin (can precipitate fulminans). Suicidality / severe psychosocial crisis → mental-health safety net. Gram-negative folliculitis after prolonged oral antibiotics. These are recognised + escalated here.inputs: psychosocial_qol_burdenactions: panel.cbcadvance: fulminans / suicidality / gram-negative-folliculitis screened and escalated if present
- 5INITIAL_WORKUPAcne is a clinical diagnosis — no test confirms it. Targeted workup: pregnancy test before isotretinoin/hormonal/tetracycline in reproductive-potential patients; baseline lipids/LFT if isotretinoin planned; CBC if fulminans; androgen panel deferred to BRANCHING when hyperandrogenism signs present. Routine microbiologic/endocrine testing is NOT required to diagnose typical acne (AAD 2024 PMID 38300170).inputs: pregnancy_testactions: panel.cbc, panel.lft, panel.hormoneadvance: pre-systemic safety/pregnancy testing drawn if escalation likely; routine testing deferred otherwise
- 6BRANCHING_WORKUPEndocrine branch: hyperandrogenism signs (hirsutism, irregular menses, virilisation, alopecia) OR sudden severe/recalcitrant adult-female acne → total/free testosterone + DHEAS + 17-OHP + LH/FSH (panel.hormone); markedly elevated androgens / rapid virilisation → urgent tumour evaluation. Drug branch: temporal acneiform-drug link → route derm.drug-eruption.core.v1. Otherwise typical acne confirmed clinically.inputs: hyperandrogenism_signs, androgen_panelactions: panel.hormoneadvance: endocrine workup sent if indicated OR typical acne confirmed; drug-acneiform routed if present
- 7DIFFERENTIALTerminal acneiform differential with named pivots: acne vulgaris (comedones + mixed lesions) vs rosacea (NO comedones + flushing/telangiectasia/persistent centrofacial erythema — route derm.rosacea.core.v1) vs folliculitis (gram-negative / Malassezia / pseudomonal — monomorphic follicular pustules) vs perioral dermatitis (perioral/periocular sparing vermilion, micropapules) vs hidradenitis suppurativa (intertriginous nodules/sinus tracts/double comedones — route derm.hidradenitis-suppurativa.core.v1) vs drug-induced acneiform (monomorphic, comedone-poor, drug timeline — route derm.drug-eruption.core.v1) vs acne fulminans / SAPHO vs endocrine hyperandrogenism (PCOS/CAH/tumour driver).inputs: rosacea_vs_acne_features, intertriginous_nodules_sinus_tractsadvance: single best diagnosis selected; mimic routed by engine_id; endocrine driver flagged if present
- 8RISK_STRATIFICATIONSeverity = lesion count × type × extent × scarring × dyspigmentation × psychosocial burden (IGA / Leeds / GAGS where used — schema-blocked as TS calculators, captured narratively). Mild comedonal → topical retinoid + BPO; mild-moderate inflammatory → +topical antibiotic (with BPO)/fixed-combo/clascoterone/azelaic; moderate-severe → +oral antibiotic and/or hormonal; severe nodulocystic / scarring / recalcitrant / high psychosocial burden / fulminans → isotretinoin (with the steroid bridge if fulminans).inputs: acne_severity_grade, scarring_or_dyspigmentationadvance: mild/moderate/severe tier + scarring/psychosocial overlay + ladder-step decision assigned
- 9TREATMENTStepwise AAD 2024 ladder: Step 1 topical retinoid (tretinoin/adapalene/tazarotene/trifarotene) + BPO; Step 2 +topical antibiotic (clindamycin ALWAYS with BPO — resistance), fixed combinations, clascoterone (androgen-receptor), azelaic acid; Step 3 +oral antibiotic (doxycycline/minocycline/sarecycline) time-limited ~3-4 mo, NEVER monotherapy, ALWAYS with topical retinoid+BPO, NEVER with a topical antibiotic, and/or hormonal therapy (COC, spironolactone for adult females); Step 4 oral isotretinoin (cumulative dose, iPLEDGE REMS, absolute pregnancy contraindication, lipid/LFT + mood monitoring) for severe nodulocystic/scarring/recalcitrant; acne fulminans → systemic corticosteroid bridge then low-dose isotretinoin. Adjuncts: intralesional corticosteroid for large nodules, scar-management referral. Comorbidity gating: pregnancy avoids isotretinoin/tetracyclines/spironolactone/COC; <8 y avoids tetracyclines; isotretinoin+tetracycline avoided (pseudotumor cerebri).inputs: pregnancy_lactation, age, reproductive_potential_contraceptionadvance: appropriate ladder step started; antibiotic-stewardship + isotretinoin-REMS + pregnancy gating enforced
- 10DISPOSITIONAlmost entirely outpatient/derm-clinic. Acne fulminans with systemic features or osteoarticular involvement may warrant urgent specialist/inpatient input. Suicidality crisis → mental-health pathway. Isotretinoin initiated and monitored under iPLEDGE via dermatology; endocrine-driver and acneiform-mimic cases routed OUT by engine_id.inputs: psychosocial_qol_burdenadvance: disposition documented; specialist/MH routing for fulminans/suicidality; derm follow-up arranged
- 11MONITORINGDisease: reassess response at 8-12 wk per step (topicals/oral antibiotics: lesion-count + IGA; isotretinoin: cumulative dose progress to target). Drug safety: isotretinoin → pregnancy test monthly (iPLEDGE) + lipids/LFT (AAD 2024 supports infrequent monitoring for most low-risk patients) + mood/depression screen at each visit; spironolactone → routine serum-potassium monitoring NOT required in healthy young women (encode this nuance — reserve K for renal/cardiac/RAAS-drug/older patients); oral antibiotics → cap duration ~3-4 mo, reassess, ensure concomitant BPO. Re-evaluate diagnosis (endocrine, gram-negative folliculitis, mimic) if no response.inputs: lipid_panel_lftactions: panel.lft, panel.renaladvance: objective response assessed at 8-12 wk; isotretinoin REMS + safety labs + mood screen on schedule; antibiotic duration capped
- 12FOLLOWUPChronic-disease maintenance: topical-retinoid maintenance after oral therapy stops (relapse prevention, the single most effective maintenance strategy), adherence/expectation counselling (response takes 8-12 wk; no antibiotic monotherapy/long courses), scar + dyspigmentation management and referral, mental-health surveillance, hormonal-therapy continuity for adult females, and isotretinoin post-course relapse monitoring (a second course may be needed). Skin-of-colour: PIH-directed gentle regimens minimising irritation.inputs: prior_acne_therapy_adequacy, psychosocial_qol_burdenactions: workup.chronic_pruritusadvance: maintenance retinoid + adherence/expectation + scar/dyspigmentation + MH surveillance documented