OpenOnco · Treatment Plan

Treatment plan — Enteropathy-Associated T-Cell Lymphoma

PLAN-VAR-EATL-BIOMARK-V1 · v1 · 2026-05-13

Patient

VAR-EATL-BIOMARK · Algorithm: ALGO-EATL-1L

DiagnosisEnteropathy-Associated T-Cell Lymphoma

MOH / ICD-10C86.2

ICD-O-39717/3

Etiological driver

Etiological driver · etiologically_driven archetype

Enteropathy-Associated T-Cell Lymphoma

Celiac disease association — HLA-DQ2.5 / DQ8 in ~95%
Gluten exposure-driven (refractory celiac type II → EATL transformation)
JAK1 / STAT3 mutations common
Loss of CD8 + CD56-negative phenotype

Clinical significance of mutations (ESCAT)

Tumor-board context — the engine does not use these tiers to rank tracks

Biomarker	Variant	ESCAT	Evidence	Clinical significance	Drugs	Sources
No clinically actionable variants matched in this profile.

Primary current-line option

Standard plan

★ DEFAULT

Indication

IND-EATL-1L-CHOEP-AUTOSCT

Regimen

CHOEP (cyclophosphamide + doxorubicin + vincristine + etoposide + prednisone), 6 cycles

Drugs + NSZU

Cyclophosphamide (DRUG-CYCLOPHOSPHAMIDE) 750 mg/m² · IV day 1 each 21-day cycle · IV ⚠ NSZU — not for this indication
Doxorubicin (DRUG-DOXORUBICIN) 50 mg/m² · IV day 1 each cycle · IV ⚠ NSZU — not for this indication
Vincristine (DRUG-VINCRISTINE) 1.4 mg/m² (cap 2 mg) · IV day 1 each cycle · IV ⚠ NSZU — not for this indication
Etoposide (DRUG-ETOPOSIDE) 100 mg/m² · IV days 1-3 each cycle · IV ⚠ NSZU — not for this indication
Prednisone (DRUG-PREDNISONE) 100 mg · PO days 1-5 each cycle · PO ⚠ NSZU — not for this indication

Supportive care

SUP-PJP-PROPHYLAXIS, SUP-ANTIEMETIC-PREMED, SUP-GCSF-NEUTROPENIA

Hard contraindications

CI-LVEF-LOW-FOR-ANTHRACYCLINE

Reason

Primary current-line option selected by ALGO-EATL-1L at step 1.

Pre-treatment investigations

Investigations before treatment start · critical / standard / desired · merged across tracks

ID	Name	Priority	Category	Where to order	Needed for
TEST-CBC	Complete Blood Count with Differential	Critical	lab	—	all tracks
TEST-CECT-CAP	CECT chest/abdomen/pelvis	Critical	imaging	—	all tracks
TEST-CMP	Comprehensive Metabolic Panel	Critical	lab	—	all tracks
TEST-FLOW-CYTOMETRY	Flow Cytometry	Critical	histology	CSD Lab ✓ (code TBC)	all tracks
TEST-HBV-SEROLOGY	Hepatitis B Serology Panel (HBsAg, anti-HBc total, anti-HBs)	Critical	lab	—	all tracks
TEST-HCV-ANTIBODY	HCV Antibody	Critical	lab	—	all tracks
TEST-HIV-SEROLOGY	HIV Antibody/Antigen	Critical	lab	—	all tracks
TEST-LDH	Lactate Dehydrogenase	Critical	lab	—	all tracks
TEST-LFT	Liver Function Tests (ALT, AST, bilirubin, ALP, GGT, albumin)	Critical	lab	—	all tracks
TEST-LN-EXCISIONAL-BIOPSY	Excisional LN Biopsy	Critical	histology	—	all tracks
TEST-PREGNANCY	Beta-HCG	Critical	lab	—	all tracks
TEST-ECHO	Echocardiography	Standard	imaging	—	all tracks
TEST-PET-CT	FDG PET/CT (whole body)	Standard	imaging	—	all tracks
TEST-NGS-LYMPHOID-PANEL	Lymphoid NGS Panel	Desired	genomic	CSD Lab ✓ (code TBC)	desired (standard)

What NOT to do

Explicit prohibitive rules, each grounded in a regimen / supportive care / contraindication entity

Standard plan (IND-EATL-1L-CHOEP-AUTOSCT)

Do not prescribe without a discussion of gluten-free diet — extremely important for refractory celiac patients.
Do not skip baseline CT abdomen for assessment of multifocal lesions + perforation risk.
Do not neglect pre-induction nutrition assessment — celiac pts often malnourished.
Do not administer vincristine intrathecally — fatal.
Do not give full-dose anthracycline if LVEF <50%.
Do not skip prophylactic GCSF — neutropenic enterocolitis risk increased in EATL.

Monitoring schedule

Monitoring schedule by treatment phase

Standard plan · MON-R-CHOP-REGIMEN

Phase	Window	Tests	Checkpoints
baseline	Within 2 weeks before cycle 1	TEST-CBC, TEST-CMP, TEST-LFT, TEST-LDH, TEST-B2-MICROGLOBULIN, TEST-HBV-SEROLOGY, TEST-HCV-ANTIBODY, TEST-HIV-SEROLOGY, TEST-PET-CT, TEST-LN-EXCISIONAL-BIOPSY, TEST-FLOW-CYTOMETRY, TEST-CD20-IHC, TEST-ECHO, TEST-PREGNANCY, TEST-BM-ASPIRATE, TEST-BM-TREPHINE	Confirm CD20+ DLBCL histology; rule out double-hit (FISH for MYC/BCL2/BCL6) Confirm HBV status + entecavir prophylaxis plan if HBsAg+ or anti-HBc+ Baseline LVEF ≥50% before doxorubicin IPI calculation documented (age, ECOG, LDH, stage, extranodal sites) CNS-IPI calculation if anatomic risk sites or composite score concerning Fertility preservation discussion (sperm banking / oocyte cryo) for childbearing-age
on_treatment	Day 1 of every 21-day cycle	TEST-CBC, TEST-CMP, TEST-LFT	ANC ≥1500 + platelets ≥100K before each cycle (delay or G-CSF if not) Neuropathy grade documented (CTCAE) — vincristine modification if ≥2 LVEF re-check after cumulative doxorubicin ~300 mg/m²
interim_response_assessment	After cycles 2-4 (interim PET-CT)	TEST-PET-CT, TEST-LDH	Lugano response criteria + Deauville score If Deauville 4-5 with mass progression → consider salvage or trial
end_of_treatment	After cycle 6 (within 6-8 weeks)	TEST-PET-CT, TEST-CBC, TEST-CMP, TEST-LDH	Confirm CR vs PR vs SD vs PD by Lugano/Deauville Begin survivorship plan: cardiac surveillance schedule, vaccination catch-up, second-cancer screening
follow_up_short	Every 3 months × 2 years post-treatment	TEST-CBC, TEST-CMP, TEST-LFT, TEST-LDH	Surveillance for relapse (~40% relapse risk by 2 years overall) HBV reactivation monitoring continues for 12 months post anti-CD20
follow_up_long	Every 6 months years 3-5, then annually	TEST-CBC, TEST-LFT, TEST-ECHO	Late cardiomyopathy screening (LVEF) annually if cumulative dox >300 Annual second-malignancy screening (skin, breast, etc. age-appropriate)

Timeline

Treatment timeline — derived from regimen + monitoring schedule

Standard plan

Baseline

Within 2 weeks before cycle 1

Induction · CHOEP (cyclophosphamide + doxorubicin + vincristine + etoposide + prednisone), 6 cycles

21-day cycles × 6 (consider autoSCT consolidation in fit younger)

Response assessment

After cycles 2-4 (interim PET-CT)

Follow-up

Every 3 months × 2 years post-treatment

MDT brief

Discussion questions (2, 1 blocking)

BLOCKING OQ-CD20-CONFIRMATION
Is CD20+ status confirmed by histology (IHC)? Without CD20+, rituximab/obinutuzumab are not indicated.
Anti-CD20 therapy is the backbone of most lines of treatment; absence of CD20 expression fully changes the regimen.
→ pathologist
OQ-STAGING-COMPLETE
Has complete staging been done (Lugano + PET/CT or CT)?
Prognosis and track selection depend on stage and tumor burden.
→ radiologist

MDT talk tree (3 steps)

#	Owner	Topic	Action
1	pathologist	Pathology confirmation BLOCKING	Is CD20+ status confirmed by histology (IHC)? Without CD20+, rituximab/obinutuzumab are not indicated.
2	radiologist	Staging / disease burden	Has complete staging been done (Lugano + PET/CT or CT)?
3	hematologist	Specialist review	Lymphoma diagnosis — leading specialty for treatment management.

Skills (required) — mandatory virtual specialists (1)

Hematologist / oncohematologist required
Lymphoma diagnosis — leading specialty for treatment management.

Skills (recommended) — for consideration (1)

Pathologist (general) recommended
Confirm lymphoma histology + assess transformation risk (DLBCL/Richter).
Owns: OQ-CD20-CONFIRMATION

Data quality

Incomplete for MDT sign-off. MDT sign-off is incomplete until critical clinical data gaps are resolved.

Biomarker coverage: 0/0 known (100%), 0 missing, 0 default-track gaps
Missing critical: cd20_ihc_status, lugano_stage
Missing recommended: ldh_ratio_to_uln, fib4_index, pet_ct_date
Unevaluated RedFlags: RF-EATL-HIGH-RISK-BIOLOGY, RF-EATL-INFECTION-SCREENING, RF-EATL-ORGAN-DYSFUNCTION, RF-EATL-TRANSFORMATION-PROGRESSION

Missing data for doctor action

Priority	Clinical item	Owner	Why it matters	Next action	Blocks
CRITICAL	CD20 IHC status `cd20_ihc_status`	pathologist	Confirms CD20-directed therapy is biologically appropriate.	Verify CD20 IHC result, specimen, method, and report date.	-
CRITICAL	Lugano stage `lugano_stage`	radiologist	Defines lymphoma extent and supports tumor-burden and response-assessment decisions.	Document Lugano stage from PET/CT or contrast CT staging.	-
RECOMMENDED	LDH ratio to ULN `ldh_ratio_to_uln`	medical_oncologist	Supports prognostic scoring and aggressive-biology flags.	Enter LDH with local upper limit of normal.	-
RECOMMENDED	FIB-4 liver fibrosis index `fib4_index`	infectious_disease_hepatology	Screens hepatic fibrosis risk before hepatotoxic therapy or antiviral coordination.	Calculate FIB-4 from age, AST, ALT, and platelet count.	-
RECOMMENDED	PET/CT date `pet_ct_date`	radiologist	Shows whether baseline staging is recent enough for treatment planning and later response comparison.	Document baseline PET/CT date or explain alternative staging modality.	-

Technical MDT skill metadata (2/16 activated in this plan)

All registered virtual specialists. ✓ — activated for this case; ○ — not activated (available for other clinical scenarios).

Specialist	skill_id	Version	Last reviewed	Domain
Cellular therapy specialist (CAR-T)	`cellular_therapy_specialist`	v0.1.0	2026-04-25	cellular_therapy
Clinical pharmacist	`clinical_pharmacist`	v0.1.0	2026-04-25	clinical_pharmacy
Hematologist / oncohematologist	`hematologist`	v0.1.0	2026-04-25	hematology_oncology
Hematopathologist (lymphoma / leukemia / myeloma)	`hematopathologist`	v0.1.0	2026-04-25	hematopathology
Infectious disease / hepatology	`infectious_disease_hepatology`	v0.1.0	2026-04-25	infectious_diseases
Medical oncologist (solid-tumor chemotherapist)	`medical_oncologist`	v0.1.0	2026-04-25	solid_oncology
Molecular geneticist / molecular oncologist	`molecular_geneticist`	v0.1.0	2026-04-25	molecular_oncology
Palliative care	`palliative_care`	v0.1.0	2026-04-25	palliative_care
Pathologist (general)	`pathologist`	v0.1.0	2026-04-25	pathology
Primary care / family physician	`primary_care`	v0.1.0	2026-04-25	primary_care
Psycho-oncologist	`psychologist`	v0.1.0	2026-04-25	psychosocial
Radiation oncologist	`radiation_oncologist`	v0.1.0	2026-04-25	radiation_oncology
Radiologist	`radiologist`	v0.1.0	2026-04-25	diagnostic_imaging
Social worker / case manager	`social_worker_case_manager`	v0.1.0	2026-04-25	psychosocial
Surgical oncologist	`surgical_oncologist`	v0.1.0	2026-04-25	surgical_oncology
Transplant specialist (BMT)	`transplant_specialist`	v0.1.0	2026-04-25	cellular_therapy

Sources cited

SRC-NCCN-BCELL-2025: NCCN Clinical Practice Guidelines in Oncology: B-Cell Lymphomas (v.2.2025)

Experimental options (clinical trials)

Third plan track — open-enrollment trials from ClinicalTrials.gov. Render-time metadata; engine selection is not affected by this block (CHARTER §8.3). Last synced: 2026-05-13.

NCT	Title	Phase	Status	Sponsor	UA	Signals
NCT07055477	A Phase I Trial Anti-CC Chemokine Receptor 4 Chimeric Antigen Receptor T Cells (CCR4 CAR T Cells) for CCR4 Expressing T-cell Malignancies Including Peripheral T-cell Non-Hodgkin Lymphoma (PTCL) and Cutaneous T-cell Non-Hodgkin Lymphoma (CTCL)	PHASE1	RECRUITING	National Cancer Institute (NCI)	—	Phase 1 only Single country
NCT05978141	A Registry for People With T-cell Lymphoma	N/A	RECRUITING	Memorial Sloan Kettering Cancer Center	—	Single country
NCT05475925	A Study of DR-01 in Subjects With Large Granular Lymphocytic Leukemia or Cytotoxic Lymphomas	PHASE1 / PHASE2	RECRUITING	Dren Bio	—	Surrogate endpoint only

Verify recruitment status directly with the trial site. ctgov data can lag behind current UA-site status.

Option availability in Ukraine

Per-track UA registration · NSZU · cost · access pathway. Render-time metadata; engine selection does not depend on these fields (CHARTER §8.3).

Option	UA registration	NSZU	Cost orientation	Access pathway
Standard plan CHOEP (cyclophosphamide + doxorubicin + vincristine + etoposide + prednisone), 6 cycles (REG-CHOEP)	✓ registered	✓ covered	₴-? — verify pathway	NSZU formulary
Trial · NCT07055477 A Phase I Trial Anti-CC Chemokine Receptor 4 Chimeric Antigen Receptor T Cells (CCR4 CAR T Cells) for CCR4 Expressing T-cell Malignancies Including Peripheral T-cell Non-Hodgkin Lymphoma (PTCL) and Cutaneous T-cell Non-Hodgkin Lymphoma (CTCL) No UA site listed — international referral required	— unknown	— unknown	self-pay: ₴0/course	Trial sponsor
Trial · NCT05978141 A Registry for People With T-cell Lymphoma No UA site listed — international referral required	— unknown	— unknown	self-pay: ₴0/course	Trial sponsor
Trial · NCT05475925 A Study of DR-01 in Subjects With Large Granular Lymphocytic Leukemia or Cytotoxic Lymphomas No UA site listed — international referral required	— unknown	— unknown	self-pay: ₴0/course	Trial sponsor

Cost information is orientation. Verify with a specific pharmacy / foundation / trial site. Status updated: 2026-05-13.

plan_id: PLAN-VAR-EATL-BIOMARK-V1 | version: 1 | generated: 2026-05-13T10:01:51.934420+00:00

Per FDA non-device CDS positioning (CHARTER §15): Outpatient oncology treatment planning to support tumor-board discussion. Not a medical device; not for autonomous clinical decision-making.

Per FDA non-device CDS positioning (CHARTER §15): Both treatment options below are presented for review. The engine's selection of a 'recommended' default does not constitute a clinical decision. Final treatment selection requires HCP judgment incorporating information not available to the system.

This document is an informational resource supporting tumor-board discussion (per CHARTER §11). It is not a system that makes clinical decisions. Every recommendation must be verified by the treating physician.