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

Authors
 Sorial, Mark N.  ;  Han, Jessy Xinyi  ;  Koh, Min Jung  ;  Boussi, Leora  ;  Li, Sijia  ;  Duan, Rui  ;  Lu, Junwei  ;  Lei, Matthew M.  ;  Macvicar, Caroline T.  ;  Freydman, Jessica  ;  Malespini, Jack  ;  Aniagboso, Kenechukwu N.  ;  Mccabe, Sean M.  ;  Peng, Luke  ;  Singh, Shambhavi  ;  Iwasaki, Makoto  ;  Eche-Ugwu, Ijeoma Julie  ;  Gabler, Judith  ;  Fernandez Turizo, Maria J.  ;  Garg, Aditya  ;  Disciullo, Alexander  ;  Chopra, Kusha  ;  Ford, Josie  ;  Lenart, Alexandra  ;  Nwodo, Emmanuel  ;  Barnes, Jeffrey  ;  Koh, Min Ji  ;  Miranda, Eliana  ;  Chiattone, Carlos  ;  Stuver, Robert  ;  Merrill, Mwanasha  ;  Jacobsen, Eric  ;  Manni, Martina  ;  Civallero, Monica  ;  Skrypets, Tetiana  ;  Lymboussaki, Athina  ;  Federico, Massimo  ;  Kim, Yuri  ;  Kim, Jin Seok  ;  Cho, Jae Yong  ;  Eipe, Thomas  ;  Shet, Tanuja  ;  Epari, Sridhar  ;  Shetty, Alok  ;  Saha, Saswata  ;  Jain, Hasmukh  ;  Sengar, Manju  ;  van der Weyden, Carrie  ;  Prince, Henry Miles  ;  Hamouche, Ramzi  ;  Murdashvili, Tinatin  ;  Foss, Francine  ;  Gentilini, Marianna  ;  Casadei, Beatrice  ;  Zinzani, Pier Luigi  ;  Okatani, Takeshi  ;  Yoshida, Noriaki  ;  Yoon, Sang Eun  ;  Kim, Won-Seog  ;  Panchoo, Girisha  ;  Mohamed, Zainab  ;  Verburgh, Estelle  ;  Alturas, Jackielyn Cuenca  ;  Al-Mansour, Mubarak  ;  Cabrera, Maria Elena  ;  Ku, Amy  ;  Bhagat, Govind  ;  Ma, Helen  ;  Sawas, Ahmed  ;  Kariya, Khyati Maulik  ;  Bhanushali, Forum  ;  Meharwal, Arushi  ;  Mistry, Dhruv  ;  Kosovsky, Maria  ;  Yeterian, Mesrob  ;  O'Connor, Owen A.  ;  Marchi, Enrica  ;  Shen, Changyu  ;  Shah, Devavrat  ;  Jain, Salvia 
Citation
 BRITISH JOURNAL OF HAEMATOLOGY, Vol.206(6) : 1664-1677, 2025-06 
Journal Title
BRITISH JOURNAL OF HAEMATOLOGY
ISSN
 0007-1048 
Issue Date
2025-06
MeSH
Adult ; Aged ; Antineoplastic Combined Chemotherapy Protocols* / therapeutic use ; Female ; Humans ; Lymphoma, Extranodal NK-T-Cell* / drug therapy ; Lymphoma, Extranodal NK-T-Cell* / mortality ; Lymphoma, Extranodal NK-T-Cell* / therapy ; Lymphoma, T-Cell* / drug therapy ; Lymphoma, T-Cell* / mortality ; Lymphoma, T-Cell* / therapy ; Male ; Middle Aged ; Recurrence ; Retrospective Studies
Keywords
cytotoxic chemotherapy ; epigenetic modifiers ; machine learning ; mature T-cell and NK-cell lymphomas ; molecular therapeutics
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.
Full Text
https://onlinelibrary.wiley.com/doi/10.1111/bjh.20063
DOI
10.1111/bjh.20063
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
Yonsei Authors
Kim, Yu Ri(김유리) ORCID logo https://orcid.org/0000-0001-5505-0142
Kim, Jin Seok(김진석) ORCID logo https://orcid.org/0000-0001-8986-8436
Cho, Jae Yong(조재용) ORCID logo https://orcid.org/0000-0002-0926-1819
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/208435
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