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. 2025 Jul 24;146(4):437-455.
doi: 10.1182/blood.2024026655.

Project EVOLVE: an international analysis of postimmunotherapy lineage switch, an emergent form of relapse in leukemia

Sara K Silbert  1 Alexander W Rankin  1 Chloe N Hoang  1 Alexandra Semchenkova  2 Regina M Myers  3 Elena Zerkalenkova  4 Hao-Wei Wang  5 Alexandra E Kovach  6   7 Constance M Yuan  5 Dana Delgado Colon  5 Loïc Vasseur  8 Alex Bataller  9 Samuel John  10 Kaylyn Utley Lyons  11 Barbara Friedes  3 Anna Alonso-Saladrigues  12   13   14 Hisham Abdel-Azim  15 Estelle Balducci  16 Ahmed Assim Aljudi  17 Marie Balsat  18 D Nathan Biery  1 Aghiad Chamdin  19 Bill H Chang  20 Raymund S Cuevo  21 Barbara De Moerloose  22 David S Dickens  23 Ulrich Duffner  24 Nicolas Duployez  25 Firas El Chaer  26 Michelle Ann Elliott  27 Gabriele Escherich  28 Sneha Fernandes  29 Mandi R Fitzjohn  11 Zhubin Gahvari  30 Stephan A Grupp  3 Rui Rochelle He  31 Cynthia Harrison  1 Christopher B Hergott  32   33 Emily M Hsieh  34 Annette S Kim  35 Dennis J Kuo  36 Daniel P Larson  37 Benjamin J Lee  38   39 Thibaut Leguay  40 R Coleman Lindsley  41 Abhishek A Mangaonkar  27   42 Kerstin Mezger  42 Holly L Pacenta  43 Jing Pan  44 Marlie Provost  45 Latika Puri  46 Sunil S Raikar  47 Armando Martinez  5 Isabella Bristol  5 Kyle Murphy  5 Lauren Reiman  7 Michele Redell  48 Kelly Reed  49 Gabrielle Roth-Guepin  50 Jeremy Rubinstein  51   52 Süreyya Savaşan  53   54   55 Kristian Schafernak  56 Alexandra Stevens  57 Aimee Talleur  58 Naomi Torres Carapia  59 Jacques Vargaftig  60 Anant Vatsayan  61 Matthias Wölfl  62 Liping Zhao  63 Susana Rives  13   64 Vanessa A Fabrizio  65 Koji Sasaki  9 Ibrahim Aldoss  66 Nicolas Boissel  67 Susan R Rheingold  3 Kara L Davis  68 Sara Ghorashian  29   69 Elad Jacoby  70 Alexander Popov  2 Adam J Lamble  71 Nirali N Shah  1
Affiliations

Project EVOLVE: an international analysis of postimmunotherapy lineage switch, an emergent form of relapse in leukemia

Sara K Silbert et al. Blood. .

Abstract

Lineage switch (LS), defined as the immunophenotypic transformation of acute leukemia, has emerged as a mechanism of relapse after antigen-targeted immunotherapy, which is associated with dismal outcomes. Through an international collaborative effort, we identified cases of LS after a host of antigen-targeted therapies (eg, CD19, CD22, CD38, and CD7), described how LS was diagnosed, reviewed treatment approaches, and analyzed overall outcomes for this form of postimmunotherapy relapse. Collectively, 75 cases of LS were evaluated, including 53 (70.7%) cases of B-cell acute lymphoblastic leukemia (B-ALL) transforming to acute myeloid leukemia (AML), 17 (22.7%) cases of B-ALL transforming to mixed phenotypic acute leukemia (MPAL)/acute leukemias of ambiguous lineage (ALAL), and 5 (6.7%) cases of rare LS presentation (ie, T-cell ALL to AML). An additional 10 cases with incomplete changes in immunophenotype, referred to as "lineage drift" were also described. With a primary focus on the 70 cases of LS from B-ALL to AML or MPAL/ALAL, LS emerged at a median of 1.5 months (range, 0-36.5) after immunotherapy, with 81.4% presenting with LS within the first 6 months from the most proximal immunotherapy. Although most involved KMT2A rearrangements (n = 45, 64.3%), other rare cytogenetic and/or molecular alterations were uniquely observed. Treatment outcomes were generally poor, with remission rates of <40%. The median overall survival after LS diagnosis was 4.8 months. Outcomes were similarly poor for those with rare immunophenotypes of LS or lineage drift. This global initiative robustly categorizes lineage changes after immunotherapy and, through enhanced understanding, establishes a foundation for improving outcomes of LS.

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Conflict of interest statement

Conflict-of-interest disclosure: H.A.-A. has served on advisory boards for Adaptive, Vertex, and Johnson & Johnson; and received study support from Adaptive. B.H.C. has received research funding from Deliver Therapeutics. D.S.D. has sponsored research with Syndax; is a consultant for Tempus, Amgen, and Y-mAbs Therapeutics; and serves on the advisory board of Day One Bio. F.E.C. is a consultant with SPD Oncology, Amgen, CTI BioPharma, AbbVie, MorphoSys, Association of Community Cancer Centers, PharmaEssentia, Bristol Myers Squibb, Geron, Sobi, and DAVA Oncology; received clinical trial grant support (principal investigator) to the University of Virginia from Amgen, Celgene, SPD Oncology, Sanofi, Bristol Myers Squibb, FibroGen, PharmaEssentia, BioSight, MEI Pharma, Novartis, and Arog Pharmaceuticals; and received travel grant support from DAVA Oncology. S.A.G. receives clinical research funding from Novartis, Cellectis, Kite, Vertex, and Servier; consults for Novartis, Eureka, and Adaptive; and has advised Novartis, Adaptimmune, Vertex, Allogene, Jazz Pharmaceuticals, and Cabaletta. E.M.H. is a consultant for Novartis. A.A.M. reports research funding from Bristol Myers Squibb, Stemline, Gilead, Incyte, and Novartis, paid to institution. K.R. served as consultant (from April 2023 to April 2024) for Sumitomo Pharma Inc for presenting on patient experience and training clinical research coordinators. A. Stevens reports research funding from AbbVie Pharmaceuticals and Gilead Pharmaceuticals. S.R. reports honoraria and/or travel support from Novartis, Servier, Celgene/Bristol Myers Squibb, Kite/Gilead, Pfizer, Clinigen, and Amgen; and reports being part of data and safety monitoring board in a clinical trial sponsored by Novartis, and of a data monitoring committee in a clinical trial sponsored by Autolus. I.A. served on an advisory board for Kite, Jazz, Syndax, Takeda, Wugen, Pfizer, and Adaptive; and reports research support from MacroGenic, AbbVie, and Jazz. N.B. reports honoraria from Amgen, Pfizer, Novartis, and Gilead. S.R.R. served as consultant on the data and safety monitoring committee for Pfizer, and steering committee for AbbVie. S.G. reports honoraria/speaker fees from Novartis and Autolus; reports patents with University College London Business and Autolus Ltd; and serves on a trial steering committee for Autolus Ltd. N.N.S. receives research funding from Lentigen, Vor Bio, and CARGO therapeutics; and has participated on advisory boards (no honoraria) for Sobi, Allogene, invoX, ImmunoACT, and Vor Bio. The remaining authors declare no competing financial interests.

Figures

None
Graphical abstract
Figure 1.
Figure 1.
Description of the cohort and most proximal immunotherapy. (A) CONSORT diagram showing patients with LS identified via multicenter retrospective analysis. (B) Map illustrating countries from which cases of LS were submitted. Quantity of cases reported per country represented by colored shading. (C) Percentage of LS cases reported with baseline cytogenetics incorporating a KMT2Ar (at diagnosis or preimmunotherapy relapse). (D) Summary of most proximal immunotherapy administered before development of LS. (E) Sequencing of various immunotherapeutic agents received. #E-069 and E-080 had blinatumomab and inotuzumab within the same time frame. ∗Indicates when therapy was initiated for post-HSCT relapse. (F) Summary of all antigen-targeted therapies received. ∗Indicates most proximal therapy received, ˆindicates alternative CD19 targeting with an antibody-drug conjugate (ADC). Blina, blinatumomab; HSCT, hematopoeitic stem cell transplant; Ino, inotuzumab; MDS, myelodysplastic syndrome.
Figure 2.
Figure 2.
Diagnosis and treatment of LS. (A) Time from the most recent immunotherapy to the development of LS (a single patient who received a CD19-targeted antibody-drug conjugate is not shown here, but this patient developed LS 1.2 months after therapy). Boxes represent median value and upper and lower quartiles with error bars representing the range of reported values. Patient E-069 received inotuzumab and blinatumomab in the same general timeframe but was categorized as inotuzumab being the more recent. (B) Age at initial diagnosis and age at the time of LS. Red indicates those who were diagnosed with infant ALL; green indicates those who were within the pediatric/YA age group; blue indicates those who were aged >39 years at the time of initial diagnosis. (C) Molecular/cytogenetic abnormalities seen before and after LS. (D) Location of LS at time of presentation. YA, young adult.
Figure 3.
Figure 3.
Summary of key immunophenotypic, cytogenetic, and molecular changes from baseline to LS. Illustration encompassing all 70 patients with LS including individual patient data. Each column represents an individual participant case. Each row represents a demographic-, treatment-, or disease-related characteristic; some characteristics further divided into rows at baseline (diagnosis or relapse before discovery of LS) and at the time of LS diagnosis. All characteristics are categorical and defined by the colors as described in the figure legend. Immunophenotypic data categorized as not reported/unknown if the flow report was unavailable or if the flow report did not comment on the specific antigen. AYA, adolescent young adult; cMPO, cytoplasmic myeloperoxidase; HSCT, hematopoietic stem cell transplant; LS, lineage switch.
Figure 4.
Figure 4.
Post-LS outcomes. (A) First-line treatment approach to LS as reported by treating center. Refer to the supplemental Methods for definitions. (B) Rates of CR to first-line treatment of LS. (C) Percentage who received therapy for LS and achieved a CR at any point. One patient who was lost to follow-up was captured as a nonresponder. (D) Percentage of patients alive or dead at the time of data reporting (∗1 patient did not have sufficient follow-up to determine outcome). (E) Kaplan-Meier curve of OS after the diagnosis of LS for those with follow-up. (F) Swimmer plot depicting the post-LS course of those who were alive at the time of data reporting. AZA, azacitidine; chemo, chemotherapy; CR, complete remission; GO, gemtuzumab ozogamicin; HD, high dose; ID, identity; LD, low dose; VEN, venetoclax.

Comment in

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