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Myeloma induction: can AI generate a treatment algorithm ?

Medonc
Last updated: August 21, 2025 8:48 pm
By Medonc
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Step 1. Assess Transplant Eligibility

Transplant-eligible (TE): Age usually <65–70, good performance status, no prohibitive comorbidities. Transplant-ineligible (TI): Older, frail, or with significant comorbidities.

Step 2. Choose Induction Regimen

A. Transplant-Eligible (TE) Patients

Standard of care (SOC):

Quadruplet therapy (preferred, 2024+): Daratumumab + Bortezomib + Lenalidomide + Dexamethasone (Dara-VRd) Widely adopted after GRIFFIN and PERSEUS trials. Alternative if daratumumab not available: VRd (Bortezomib + Lenalidomide + Dexamethasone). KRd (Carfilzomib + Lenalidomide + Dexamethasone) in selected younger/high-risk patients (FORTE trial).

Algorithm:

👉 Dara-VRd (preferred) → stem cell mobilization & collection → autologous stem cell transplant (ASCT) → consolidation ± maintenance.

B. Transplant-Ineligible (TI) Patients

Therapy chosen based on frailty (fit, intermediate, frail). Fit / standard-risk TI: Daratumumab + Lenalidomide + Dexamethasone (Dara-Rd) → SOC after MAIA trial (improved OS & PFS). Dara-VMP (Daratumumab + Bortezomib + Melphalan + Prednisone) — option where melphalan is still used. Intermediate/frail: Rd (Lenalidomide + Dexamethasone) DR (Daratumumab + Rd with reduced-intensity dex) VRd-lite (weekly bortezomib, lower-intensity lenalidomide/dex).

Algorithm:

👉 Assess frailty →

Fit: Dara-Rd (preferred) Intermediate: Rd or Dara-Rd (dose adjusted) Frail: Rd-lite, supportive approach.

Step 3. High-Risk Disease Considerations

High-risk cytogenetics: del(17p), t(4;14), t(14;16), 1q gain. Preferred induction: Dara-VRd or KRd (more intensive). Avoid alkylators early if transplant planned. Early ASCT strongly recommended. Consider tandem ASCT in select ultra–high-risk patients (per EMN/DSMM data).

Step 4. Supportive Care

Bone disease: bisphosphonates (zoledronic acid, pamidronate) or denosumab. Infection prophylaxis: acyclovir/valacyclovir with proteasome inhibitors or daratumumab. Thromboprophylaxis: aspirin or anticoagulation with IMiD-based regimens. Vaccinations: influenza, pneumococcal, COVID-19, zoster.

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Recent Posts

  • T-DXd Plus Pertuzumab Receives FDA Approval, Shifting the Frontline HER2-Positive Paradigm
  • FDA Approves Niraparib Plus Abiraterone Acetate and Prednisone for BRCA2-Mutated mCSPC
  • FDA Approves Durvalumab for Resectable Gastric and Gastroesophageal Junction Adenocarcinoma
  • FDA Grants Traditional Approval to Pirtobrutinib (Jaypirca®) for CLL/SLL
  • Enfortumab Vedotin + Pembrolizumab for Muscle-Invasive Bladder Cancer (MIBC)

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