FLIPI24 as a prognostic model in marginal zone lymphoma: Results from an international multi-cohort analysis

P Prokop Vodička (1First Department of Medicine, First Faculty of Medicine Charles University and General Hospital, Prague, Czech Republic) M Matthew Maurer (2Mayo Clinic, Rochester, United States) M Michal Masar (1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic) Y Yucai Wang (State Key Laboratory of Immune Response and Immunotherapy, Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine) A Andrea Janíková (26Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic) I Izidore S. Lossos (29Division of Hematology, Department of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL) D David Belada (4th Department of Internal Medicine - Haematology, University Hospital and Faculty of Medicine, Hradec Kralove, Czech Republic) J Jonathon Cohen (15Winship Cancer Institute, Emory University, Atlanta CA) A Ales Obr (8Faculty of Medicine and Dentistry, Palacky University and University Hospital, Department of Haemato-Oncology, Olomouc, Czech Republic) E Eric Mou (24Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, University of Iowa, Iowa City, IA) H Heidi Mocikova C Carla Casulo (18Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY) J Juraj Ďuraš (11Department of Hematology, Medical Faculty of the Ostrava University and University Hospital, Ostrava, Czech Republic) C Chijioke Nze (6MD Anderson Cancer Center, Houston, United States) K Katerina Steinerova (6Department of Haematology and Oncology, Faculty of Medicine, Charles University and University Hospital Pilsen, Pilsen, Czech Republic) D Dilan Patel (9Washington University School of Medicine in St. Louis, Division of Oncology, St. Louis, United States) J Josef Karban (1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic) P Peter Martin D David Salek (4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic) A Andrew Feldman (2Mayo Clinic, Rochester, United States) A Alice Sykorova E Elliot Cahn (2Mayo Clinic, Department of Quantitative Health Sciences, Rochester, United States) M Magdalena Klanova V Vit Campr (19Department of Pathology and Molecular Medicine, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic) D David Jaye (8Emory, Atlanta, United States) J Jozef Michalka (4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic) P Pavla Stepankova (6Faculty of Medicine, Charles University and University Hospital Hradec Kralove, Fourth Department of Internal Medicine – Hematology, Hradec Kralove, Czech Republic) S Sergei Syrbu (3University of Iowa, Iowa City, United States) S Samuel Hricko (1Masaryk University Brno, Brno, Czech Republic, Faculcy of medicine, Brno, Czech Republic) A Alexandra Suri (7Department of Hematology, Fakultni nemocnice Kralovske Vinohrady and Third Faculty of Medicine, Charles University, Prague, Czech Republic) M Melissa Larson (2Mayo Clinic, Rochester, United States) R Radek Jaksa (21First Faculty of Medicine, Charles University and General Hospital, Institute of Pathology, Prague, Czech Republic) J Jitka Dlouha (10Czech Lymphoma Study Group, Datacenter, Prague, Czech Republic) T Thomas Habermann (2Mayo Clinic, Rochester, United States) P Petra Blahovcova (2General University Hospital in Prague, Brno, Czech Republic, First Department of Medicine, Prague, Czech Republic) C Christopher Flowers (1Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX) P Pavel Klener V Vit Prochazka J James Cerhan (2Mayo Clinic, Rochester, United States) M Marek Trneny

Abstract

Abstract Introduction Marginal zone lymphoma (MZL) is an indolent and heterogenous disease. Several prognostic models have been proposed to assess outcomes in MZL, including FLIPI, IPI (primarily designed for overall survival [OS]), and MZL-specific scores such as MALT-IPI (event-free survival [EFS]) and MZL-IPI (progression-free survival). FLIPI24 is a recently developed prognostic index for patients with follicular lymphoma (FL) treated with first-line (1L) immunochemotherapy (IC), identifying a high-risk population with inferior survival and increased risk of lymphoma-related death. FLIPI24 has also demonstrated robust performance in the entire FL population, including patients under observation. This study aimed to evaluate the prognostic utility of FLIPI24 in patients with MZL and to compare its performance with other established indices (FLIPI, MZL-IPI, IPI, MALT-IPI). Methods We pooled harmonized data from newly diagnosed MZL patients with complete available FLIPI24 variables (age, white blood cell count [WBC], hemoglobin [HGB], serum lactate dehydrogenase [LDH], and beta-2-microglobulin [B2M] levels) treated with 1L IC. Data were collected from three prospective international cohorts: NiHiL (Czech Republic; n=897; enrolled 2005–2023), LEO (USA; n=62; 2015–2020), and MER (USA; n=32; 2010–2015), forming a pooled cohort of 991 1L IC-treated patients. The analysis was then extended to include all newly diagnosed MZL patients (n=2,116), regardless of treatment. The primary endpoint in the 1L IC-treated cohort was EFS at 24 months (EFS24), and for all MZL patients, it was OS. Secondary endpoints included OS24 for 1L IC treated cohort, lymphoma-related mortality by FLIPI24 risk groups, and comparative prognostic performance of FLIPI, IPI, and MALT-IPI, by C-statistics; performance of MZL-IPI was assessed on a subgroup of NiHiL patients with available data (n=877 all MZL, n=485 1L IC-treated). Results Among the 991 1L IC-treated patients, the median age at diagnosis was 66 years (range 22–94); 47% were male; 11% had ECOG performance status ≥2, 68% clinical stage III–IV, 42% elevated LDH, 40% IPI 3–5, 42% FLIPI 3–5, and 62% MALT-IPI 2–3. The median B2M level was 2.8 mg/L, WBC 7.0 × 10⁹/L, and HGB 13.1 g/dL. MZL subtypes were: 64% extranodal (EMZL), 22% nodal (NMZL), and 14% splenic (SMZL). Most common 1L IC regimens were R-CVP (46%), R-CHOP-like (32%), R-chlorambucil (9%), and B-R (9%). FLIPI24 stratified patients into low- (18%), intermediate- (37%), and high-risk (45%) groups. High-risk patients were older (median 54 vs 65 vs 71 years for low-, intermediate-, and high-risk groups, respectively; P<0.01), had more frequent adverse baseline features, and were more likely to have the SMZL subtype (2% vs 7% vs 25% for low-, intermediate-, and high-risk groups, respectively; P<0.01). After a median follow-up of 7.2 years, EFS24 was 89%, 85%, and 65% (P<0.01) across low-, intermediate-, and high-risk groups; OS at 2 years was 98%, 97%, and 79%; and OS at 5 years was 96%, 91%, and 62%, resp. (P<0.01). The 5-year cumulative incidence of lymphoma-related death was 13% in high-risk vs 6% in low-/intermediate-risk groups. FLIPI24 showed better prognostic accuracy for EFS compared with FLIPI, MZL-IPI, IPI and MALT-IPI (C-index: 0.640 vs 0.630, 0.622, 0.620 and 0.603, resp.), as well as for OS (C-index: 0.710 vs 0.672, 0.641, 0.663, 0.652, resp.). Prognostic performance was consistent across MZL subtypes. In the extended cohort of 2,116 newly diagnosed MZL patients (47% receiving IC, 17% rituximab monotherapy, 11% radiotherapy, 8% surgery, 2% antibiotics; 15% observed), FLIPI24 stratified patients into low- (24%), intermediate- (39%), and high-risk (37%) groups. OS at 2 year was 99%, 97%, and 83%, at 5 years it was 96%, 91%, and 62%, resp. (P<0.01). The 5-year cumulative incidence of lymphoma-related death was 12% in high-risk vs 4% in low-/intermediate-risk patients. FLIPI24 outperformed other indices (OS C-index: 0.754 vs MZL-IPI 0.654, FLIPI 0.700, MALT-IPI 0.694, IPI 0.699). Conclusion FLIPI24 demonstrates strong and consistent prognostic performance across all MZL subtypes, identifying ~40% of patients as high-risk with significantly worse survival and increased lymphoma-related mortality. The FLIPI24 outperforms FLIPI, MZL-IPI, IPI, and MALT-IPI in predicting outcomes and may serve as a practical tool to guide risk-adapted management and selection of patients for novel therapies in MZL. Funding: NU21-03-00411, P50 CA97274, U01 CA195568.

Article Details

Journal Blood
Volume / Issue Vol. 146, Issue Supplement 1
Published November 03, 2025
Pages 1826-1826
ISSN 0006-4971
Publisher Elsevier BV

Journal Info

Blood

Elsevier BV

ISSN: 0006-4971 Health Sciences

Authors (40)

P

Prokop Vodička

1First Department of Medicine, First Faculty of Medicine Charles University and General Hospital, Prague, Czech Republic

M

Matthew Maurer

2Mayo Clinic, Rochester, United States

M

Michal Masar

1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic

Y

Yucai Wang

State Key Laboratory of Immune Response and Immunotherapy, Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine

A

Andrea Janíková

26Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic

I

Izidore S. Lossos

29Division of Hematology, Department of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL

D

David Belada

4th Department of Internal Medicine - Haematology, University Hospital and Faculty of Medicine, Hradec Kralove, Czech Republic

J

Jonathon Cohen

15Winship Cancer Institute, Emory University, Atlanta CA

A

Ales Obr

8Faculty of Medicine and Dentistry, Palacky University and University Hospital, Department of Haemato-Oncology, Olomouc, Czech Republic

E

Eric Mou

24Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, University of Iowa, Iowa City, IA

H

Heidi Mocikova

C

Carla Casulo

18Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY

J

Juraj Ďuraš

11Department of Hematology, Medical Faculty of the Ostrava University and University Hospital, Ostrava, Czech Republic

C

Chijioke Nze

6MD Anderson Cancer Center, Houston, United States

K

Katerina Steinerova

6Department of Haematology and Oncology, Faculty of Medicine, Charles University and University Hospital Pilsen, Pilsen, Czech Republic

D

Dilan Patel

9Washington University School of Medicine in St. Louis, Division of Oncology, St. Louis, United States

J

Josef Karban

1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic

P

Peter Martin

D

David Salek

4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic

A

Andrew Feldman

2Mayo Clinic, Rochester, United States

A

Alice Sykorova

E

Elliot Cahn

2Mayo Clinic, Department of Quantitative Health Sciences, Rochester, United States

M

Magdalena Klanova

V

Vit Campr

19Department of Pathology and Molecular Medicine, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic

D

David Jaye

8Emory, Atlanta, United States

J

Jozef Michalka

4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic

P

Pavla Stepankova

6Faculty of Medicine, Charles University and University Hospital Hradec Kralove, Fourth Department of Internal Medicine – Hematology, Hradec Kralove, Czech Republic

S

Sergei Syrbu

3University of Iowa, Iowa City, United States

S

Samuel Hricko

1Masaryk University Brno, Brno, Czech Republic, Faculcy of medicine, Brno, Czech Republic

A

Alexandra Suri

7Department of Hematology, Fakultni nemocnice Kralovske Vinohrady and Third Faculty of Medicine, Charles University, Prague, Czech Republic

M

Melissa Larson

2Mayo Clinic, Rochester, United States

R

Radek Jaksa

21First Faculty of Medicine, Charles University and General Hospital, Institute of Pathology, Prague, Czech Republic

J

Jitka Dlouha

10Czech Lymphoma Study Group, Datacenter, Prague, Czech Republic

T

Thomas Habermann

2Mayo Clinic, Rochester, United States

P

Petra Blahovcova

2General University Hospital in Prague, Brno, Czech Republic, First Department of Medicine, Prague, Czech Republic

C

Christopher Flowers

1Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX

P

Pavel Klener

V

Vit Prochazka

J

James Cerhan

2Mayo Clinic, Rochester, United States

M

Marek Trneny