Forecasting optimal treatments in relapsed/refractory mature T- and NK-cell lymphomas: A global PETAL Consortium study

  • Mark N. Sorial
  • , Jessy Xinyi Han
  • , Min Jung Koh
  • , Leora Boussi
  • , Sijia Li
  • , Rui Duan
  • , Junwei Lu
  • , Matthew M. Lei
  • , Caroline T. MacVicar
  • , Jessica Freydman
  • , Jack Malespini
  • , Kenechukwu N. Aniagboso
  • , Sean M. McCabe
  • , Luke Peng
  • , Shambhavi Singh
  • , Makoto Iwasaki
  • , Ijeoma Julie Eche-Ugwu
  • , Judith Gabler
  • , Maria J. Fernandez Turizo
  • , Aditya Garg
  • Alexander Disciullo, Kusha Chopra, Josie Ford, Alexandra Lenart, Emmanuel Nwodo, Jeffrey Barnes, Min Ji Koh, Eliana Miranda, Carlos Chiattone, Robert Stuver, Mwanasha Merrill, Eric Jacobsen, Martina Manni, Monica Civallero, Tetiana Skrypets, Athina Lymboussaki, Massimo Federico, Yuri Kim, Jin Seok Kim, Jae Yong Cho, Thomas Eipe, Tanuja Shet, Sridhar Epari, Alok Shetty, Saswata Saha, Hasmukh Jain, Manju Sengar, Carrie Van Der Weyden, Henry Miles Prince, Ramzi Hamouche, Tinatin Muradashvili, Francine Foss, Marianna Gentilini, Beatrice Casadei, Pier Luigi Zinzani, Takeshi Okatani, Noriaki Yoshida, Sang Eun Yoon, Won Seog Kim, Girisha Panchoo, Zainab Mohamed, Estelle Verburgh, Jackielyn Cuenca Alturas, Mubarak Al-Mansour, Maria Elena Cabrera, Amy Ku, Govind Bhagat, Helen Ma, Ahmed Sawas, Khyati Maulik Kariya, Forum Bhanushali, Arushi Meharwal, Dhruv Mistry, Maria Kosovsky, Mesrob Yeterian, Owen A. O'Connor, Enrica Marchi, Changyu Shen, Devavrat Shah, Salvia Jain

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

There is no standard of care in relapsed/refractory T-cell/natural killer-cell lymphomas. Patients often cycle through cytotoxic chemotherapy (CC), epigenetic modifiers (EM) or small molecule inhibitors (SMI) empirically. Ideal therapy at each line remains unknown. We conducted a retrospective, multiple intervention, ‘target-trial’ using the PETAL global cohort. Patients received front-line CC, then second and third line (2L and 3L) with either CC again, EM or SMI (12 possible treatment scenarios). Overall survival (OS; 2L or 3L to death) was compared across treatment sequences using Cox, reinforcement learning and synthetic intervention methods adjusting for age, histology, primary refractory disease, prognostic index for T-cell lymphoma (PIT) score, response to 2L, and receipt of 2L transplant consolidation. Five hundred and forty received 2L (EM = 101, SMI = 45, CC = 394), and 290 received 3L (EM = 65, SMI = 44, CC = 181). 2L SMI then 3L EM improved OS (adjusted hazard ratio [aHR]: 0.29, 95% confidence interval [CI]: 0.11–0.74; p = 0.010) versus 2L–3L CC–CC, and consistently across most other sequential strategies. In 2L stability analyses, benefit was notable with 2L SMI in angioimmunoblastic T-cell lymphoma (vs. CC: aHR: 0.23, 95% CI: 0.10–0.4; p < 0.001); vs. EM: aHR: 0.32, 95% CI: 0.12–0.82; p = 0.020), and both SMI and EM in PIT-stratified high-risk groups (SMI: aHR: 0.40, 95% CI: 0.21–0.76; p = 0.005; EM: aHR: 0.60, 95% CI: 0.39–0.92; p = 0.020) versus 2L CC. Results were consistent across all other independent stability and causal inference analyses providing a treatment selection framework.

Original languageEnglish
Pages (from-to)1664-1677
Number of pages14
JournalBritish Journal of Haematology
Volume206
Issue number6
DOIs
StatePublished - Jun 2025

Keywords

  • cytotoxic chemotherapy
  • epigenetic modifiers
  • machine learning
  • mature T-cell and NK-cell lymphomas
  • molecular therapeutics

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