Age-stratified prognostic performance of patient- vs disease-related IPI factors in large B-cell lymphoma

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) P Pavel Klener G George Cholack (2Mayo Clinic, Department of Quantitative Health Sciences, Rochester, United States) V Vit Prochazka 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) D David Belada (4th Department of Internal Medicine - Haematology, University Hospital and Faculty of Medicine, Hradec Kralove, Czech Republic) C Christopher Flowers (1Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX) D David Salek (4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic) I Izidore S. Lossos (29Division of Hematology, Department of Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL) H Heidi Mocikova A Andrew Feldman (2Mayo Clinic, Rochester, United States) J Juraj Ďuraš (11Department of Hematology, Medical Faculty of the Ostrava University and University Hospital, Ostrava, Czech Republic) J Jonathon Cohen (15Winship Cancer Institute, Emory University, Atlanta CA) K Katerina Steinerova (6Department of Haematology and Oncology, Faculty of Medicine, Charles University and University Hospital Pilsen, Pilsen, Czech Republic) C Carla Casulo (18Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY) J Jan Pirnos (9Hospital Ceske Budejovice, Department of Oncology, Ceske Budejovice, Czech Republic) B Brad Kahl (8Washington University, Division of Oncology, St. Louis, United States) K Kamila Polgarova (1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic) E Eric Mou (24Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, University of Iowa, Iowa City, IA) A Andrea Janíková (26Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic) P Peter Martin A Alice Sykorova A Ales Obr (8Faculty of Medicine and Dentistry, Palacky University and University Hospital, Department of Haemato-Oncology, Olomouc, Czech Republic) D David Jaye (8Emory, Atlanta, United States) V Vit Campr (19Department of Pathology and Molecular Medicine, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic) D Diana Malarikova (2First Department of Medicine, First Faculty of Medicine, Charles University and General Hospital, Prague, Czech Republic) S Shaun Riska (2Department of Quantitative Health Sciences, Mayo Clinic, Rochester, United States) M Michal Kascak (14Medical Faculty of the Ostrava University and University Hospital, Department of Hematology, Ostrava, Czech Republic) A Alexandra Suri (7Department of Hematology, Fakultni nemocnice Kralovske Vinohrady and Third Faculty of Medicine, Charles University, Prague, Czech Republic) C Chijioke Nze (6MD Anderson Cancer Center, Houston, United States) J Jozef Michalka (4Department of Hematology and Oncology, Faculty of Medicine, Masaryk University and University Hospital, Brno, Czech Republic) R Radek Jaksa (21First Faculty of Medicine, Charles University and General Hospital, Institute of Pathology, Prague, Czech Republic) G Grzegorz Nowakowski (1Mayo Clinic, Rochester, United States) J Jitka Dlouha (10Czech Lymphoma Study Group, Datacenter, Prague, Czech Republic) P Petra Blahovcova (2General University Hospital in Prague, Brno, Czech Republic, First Department of Medicine, Prague, Czech Republic) T Thomas Habermann (2Mayo Clinic, Rochester, United States) K Katerina Benesova (6Department of Haematology and Oncology, Faculty of Medicine, Charles University and University Hospital Pilsen, Pilsen, Czech Republic) J James Cerhan (2Mayo Clinic, Rochester, United States) M Marek Trneny

Abstract

Abstract Introduction The International Prognostic Index (IPI, NEJM, 1993) has guided risk stratification in large B-cell lymphoma (LBCL) for over three decades. Its simplicity and clinical utility have driven its widespread adoption, even in the era of precision medicine. However, the prognostic value of the IPI and its components may not be uniform across the age spectrum of LBCL patients. We evaluated the contemporary prognostic performance of the IPI in a large international cohort, focusing on age-stratified performance and the relative contributions of its individual components, grouped as patient- and disease-related factors. Methods We harmonized and pooled data from 6,941 patients with newly diagnosed systemic LBCL treated with R-CHOP-like regimens (R-CHOP, R-miniCHOP, DA-EPOCH-R, R-CHOEP, R-CHOP+X) with complete IPI data from three prospective cohorts: NiHiL (Czech Republic, n=4,590; 2010–2023), LEO (USA, n=1,789; 2015–2020), and MER (USA, n=562; 2010–2015). IPI components included age, ECOG performance status (PS) as patient-related, and Ann Arbor clinical stage, serum lactate dehydrogenase (LDH), and extranodal (EN) involvement as disease-related factors. Prognostic performance was evaluated using multivariable Cox regression models and C-statistics. Age-stratified analysis was performed for: ≤40 years (7%; n=492), 41–60 years (28%; n=1,909), 61–80 years (59%; n=4,080), and >80 years (7%; n=460). The primary endpoint was overall survival (OS). Results In the pooled cohort, the median age was 66 years (range 18–95). Compared to the original IPI cohort (n=3,273), our cohort was older (age >60 years: 66% vs 41%) but otherwise comparable: ECOG PS 2–4 (25% vs 24%), clinical stage III–IV (63% vs 66%), elevated LDH (60% vs 52%), and >1 EN involvement (32% vs 30%). In multivariable analysis, age (≤60 vs >60 years) was the strongest predictor of OS (HR=2.78; vs HR=1.96 in original IPI report), followed by ECOG PS (HR=2.07; vs 1.80), clinical stage (HR=1.50; vs 1.47), LDH (HR=1.41; vs 1.85, all P<0.01); EN involvement was not significant (P=0.50, HR=1.03 vs 1.48). Risk group distribution shifted from the original IPI: 28% were low-risk (0–1 factor; vs 35%), 23% low-intermediate (2; vs 27%), 24% high-intermediate (3; vs 22%), and 25% high-risk (4–5; vs 16%). Corresponding 2-year OS rates were 95%, 86%, 78%, and 63%, superior to those of the original IPI cohort (87%, 67%, 55%, 44%; pre-rituximab era). Age was associated with an increasing risk of mortality, with a more pronounced rise beyond 60 years. In a piecewise Cox model, the HR per year was 1.04 for ages ≤60 (linear), 1.05 for 61–69 (accelerated), and 1.06 for ≥70 years (exponential, all P<0.01). ECOG PS retained prognostic significance across age groups: HRs were 1.87 (P=0.06) for ≤40 years, 1.63 (P<0.01) for 41–60, 2.22 (P<0.01) for 61–80, and 1.43 (P<0.01) for >80 years. The strength of other IPI components declined with age. Clinical stage showed decreasing impact: HR 2.08 (P=0.09), 1.97 (P<0.01), 1.49 (P<0.01), and 1.31 (P=0.05). LDH was significant only up to age 80 years: HRs were 2.07 (P=0.04), 1.96 (P<0.01), 1.32 (P<0.01), and 1.21 (P=0.13). EN involvement was non-significant across all groups: HRs were 1.37 (P=0.34), 1.26 (P=0.05), 0.98 (P=0.74), and 1.06 (P=0.67). The IPI C-statistics was 0.676 overall and declined with age: ≤40 years (0.708), 41–60 years (0.683), 61–80 years (0.641), and >80 years (0.598). We next stratified the IPI factors into patient- (age, ECOG PS) and disease-related (clinical stage, LDH, EN involvement). In patients ≤40 years, disease-related factors outperformed patient-related (C-index 0.693 vs 0.602), as in the 41–60 group (C-index 0.677 vs 0.589). In patients aged 61–80, predictive values were comparable (0.613 vs 0.622). In >80-year-olds, both declined substantially (0.580 vs 0.568). Conclusion The IPI remains a valuable prognostic tool in LBCL, particularly among younger patients. However, its overall predictive accuracy declines with age. In patients ≤60 years old, prognosis is primarily driven by disease-related factors, suggesting a role for molecular classifiers to enhance risk stratification. In older patients, incorporation of additional patient-level factors, such as comorbidities and nutritional status could be considered. These findings underscore the need for more individualized prognostic tools for LBCL patients. Funding: NU21-03-00411, P50 CA97274, U01 CA195568, Charles University Haematology-Oncology Cooperatio Program.

Article Details

Journal Blood
Volume / Issue Vol. 146, Issue Supplement 1
Published November 03, 2025
Pages 4516-4516
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

P

Pavel Klener

G

George Cholack

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

V

Vit Prochazka

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

D

David Belada

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

C

Christopher Flowers

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

D

David Salek

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

I

Izidore S. Lossos

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

H

Heidi Mocikova

A

Andrew Feldman

2Mayo Clinic, Rochester, United States

J

Juraj Ďuraš

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

J

Jonathon Cohen

15Winship Cancer Institute, Emory University, Atlanta CA

K

Katerina Steinerova

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

C

Carla Casulo

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

J

Jan Pirnos

9Hospital Ceske Budejovice, Department of Oncology, Ceske Budejovice, Czech Republic

B

Brad Kahl

8Washington University, Division of Oncology, St. Louis, United States

K

Kamila Polgarova

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

E

Eric Mou

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

A

Andrea Janíková

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

P

Peter Martin

A

Alice Sykorova

A

Ales Obr

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

D

David Jaye

8Emory, Atlanta, United States

V

Vit Campr

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

D

Diana Malarikova

2First Department of Medicine, First Faculty of Medicine, Charles University and General Hospital, Prague, Czech Republic

S

Shaun Riska

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

M

Michal Kascak

14Medical Faculty of the Ostrava University and University Hospital, Department of Hematology, Ostrava, Czech Republic

A

Alexandra Suri

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

C

Chijioke Nze

6MD Anderson Cancer Center, Houston, United States

J

Jozef Michalka

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

R

Radek Jaksa

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

G

Grzegorz Nowakowski

1Mayo Clinic, Rochester, United States

J

Jitka Dlouha

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

P

Petra Blahovcova

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

T

Thomas Habermann

2Mayo Clinic, Rochester, United States

K

Katerina Benesova

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

J

James Cerhan

2Mayo Clinic, Rochester, United States

M

Marek Trneny