Prognostic significance of cell-of-origin, gene expression profiles, and frontline therapy in predicting secondary CNS lymphoma in newly diagnosed diffuse large B-cell lymphoma

A Ayo Falade (2Mayo Clinic, Rochester, United States) R Raphael Mwangi (2Mayo Clinic, Rochester, United States) I Izel Okcu (7Mayo Clinic Rochester, Rochester, MN) A Aditya Ravindra (1University of Iowa Healthcare, Department of Hematology, Oncology, Blood & Bone Marrow Transplantation, Iowa City, United States) A Aishwarya Pradeep (Mayo Clinic, Rochester, Minnesota, United States) P Paul Hampel (1Mayo Clinic, Rochester, United States) S Saurabh Zanwar M Muhammad Azeem Khan (1Mayo Clinic, Rochester, United States) P Prokop Vodička (1First Department of Medicine, First Faculty of Medicine Charles University and General Hospital, Prague, Czech Republic) M Magdalena Klanova M Michal Masar (1First Faculty of Medicine, Charles University and General Hospital, First Department of Medicine, Prague, Czech Republic) A Adrienne Nedved (2Mayo Clinic, Rochester, United States) A Arushi Khurana (2Mayo Clinic, Rochester, United States) U Urshila Durani (1Division of Hematology, Mayo Clinic, Rochester, MN) J Jonas Paludo (1Mayo Clinic, Rochester, United States) X Xavier Andrade-Gonzalez (4Avera Health, Department of Hematology/Oncology, Sioux Falls, United States) G Gita Thanarajasingam (1Mayo Clinic, Hematology/Oncology, Rochester, United States) N N. Nora Bennani (2Mayo Clinic, Rochester, United States) C Carrie Thompson (1Mayo Clinic College of Medicine, Rochester, MN) S Samuel Hricko (1Masaryk University Brno, Brno, Czech Republic, Faculcy of medicine, Brno, Czech Republic) A Andrea Janíková (26Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, 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) P Patrick Johnston (1Mayo Clinic, Hematology, Rochester, United States) M Micallef Ivana (1Mayo Clinic, Hematology/Oncology, Rochester, United States) A Anne Novak (1Mayo Clinic, Rochester, United States) R Rebecca King (1Mayo Clinic, Rochester, United States) M Matthew Maurer (2Mayo Clinic, Rochester, United States) T Thomas Witzig (2Mayo Clinic, Rochester, United States) S Stephen Ansell (1Mayo Clinic, Rochester, United States) E Eric Mou (24Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, University of Iowa, Iowa City, IA) T Thomas Habermann (2Mayo Clinic, Rochester, United States) G Grzegorz Nowakowski (1Mayo Clinic, Rochester, United States) J Jose Villasboas Bisneto (1Mayo Clinic, Rochester, United States) M Marek Trneny J James Cerhan (2Mayo Clinic, Rochester, United States) J Jithma Abeykoon (2Mayo Clinic, Hematology, Rochester, United States)

Abstract

Abstract Background Secondary central nervous system lymphoma (SCNSL) is a rare but significant complication, affecting approximately 2–10% of patients with diffuse large B-cell lymphoma (DLBCL), often leading to poor outcomes. The CNS-International Prognostic Index (CNS-IPI) remains a widely adopted tool for estimating CNS relapse risk; however, recent advances in molecular profiling and evolving treatment paradigms have challenged the adequacy of CNS-IPI alone in guiding risk assessment. This study evaluates the prognostic relevance of CNS-IPI in conjunction with molecular and clinical factors, specifically cell-of-origin (COO), gene expression, and frontline treatment regimens. The aim is to refine risk stratification and identify patients at highest risk for SCNSL. Method Building on our previous study, we analyzed data from patients with newly diagnosed DLBCL between 2002 and 2023, enrolled in the Mayo Clinic/University of Iowa Lymphoma Molecular Epidemiology Resource. Patients with primary CNS lymphoma, CNS involvement at diagnosis, or who received CNS-directed therapy were excluded. COO was determined using the Hans algorithm and/or Nanostring profiling. Multivariate cause-specific Cox regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (CIs) for predictors of CNS relapse that were measured at the time of initial DLBCL diagnosis. Cumulative incidence with competing risks and cause-specific Cox models were used to analyze relapse risk. Result We included 2137 patients in our analysis, median age at diagnosis was 63 (IQR 53-72), with 41.6% (n=890) females. The albumin level was below normal in 32.5% (n=350), 64.0% (n=1367) had CNS-IPI of intermediate/high, 37.5% (n=586) had non-germinal center B-cell (GCB) COO, and 14.5% (n=309) were double expressor positive. At a median follow-up of 83 months (IQR 42 -143), 82 (3.8%) SCNSL relapses were observed; the 3 and 5 yrs cumulative incidence for SCNSL from time of DLBCL diagnosis were 3.7% (95% CI 3.0-4.7) and 3.8% (95% CI 3.1-4.8) respectively. In models accounting for death as a competing risk, the 5-year cumulative SCNSL incidence estimate for patients with a CNS-IPI low was 1.5% (95% CI 0.8-2.7), Intermediate was 4.9% (95% CI 3.7-6.4), and high was 6.1% (95% CI 3.8-9.6). The 5-year cumulative SCNSL incidence estimate for patients with non-GCB COO was 5.2% (95% CI 3.6-7.4) compared to 2.4% (95% CI 1.6-3.6; p=0.001) for GCB patients, and the 5-year cumulative SCNSL incidence for double expressor positive patients was 8.6% (95% 5.8-12.6) compared to 1.5% (95% CI 0.8-2.7; p<0.001) for double expressor negative patients. In a multivariable model (including CNS-IPI, COO, double expressor, treatment group, extranodal involvement, and albumin group), CNS-IPI intermediate (HR 2.85 [1.58-5.14]; p<0.001) and high (HR 4.31 [2.15-8.65]; p<0.001), non-GCB COO (HR 2.36 [1.37-4.06]; p=0.002], double expressor (HR 5.56 [2.88-10.73]; p<0.001), and below normal albumin (HR 1.89 [1.02-3.50]; p=0.042) were independently associated with increased risk of SCNSL. The majority of the SCNSL relapse occurred within the first 2 years after DLBCL diagnosis; 81.7% (n=67), with only 6.1% (n=5) occurring after 5 years. For patients who developed SCNSL, the median OS from the time of SCNSL diagnosis was 24 months (95% CI 17-34), with 5 years OS of 31% (95% CI 22-43). These findings are being validated using an external, international cohort, and final analysis will be presented at the time of presentation at ASH. Conclusion In this large, prospectively followed cohort with long-term follow-up data, SCNSL remains a rare but devastating complication of DLBCL, with a 5-year cumulative incidence of 3.8% and it is associated with very poor long-term survival. While CNS-IPI remains a strong predictor of SCNSL risk, our study identifies non-GCB COO and double expressor phenotype as independent, additive molecular risk factors. These findings suggest that current risk stratification tools may underestimate the risk of CNS relapse in molecularly defined high-risk subgroups. Considering the poor outcomes linked to SCNSL and the absence of a connection with frontline treatment types, future research should aim to enhance risk prediction models through molecular profiling and explore prophylactic strategies to reduce the likelihood of SCNSL.

Article Details

Journal Blood
Volume / Issue Vol. 146, Issue Supplement 1
Published November 03, 2025
Pages 473-473
ISSN 0006-4971
Publisher Elsevier BV

Journal Info

Blood

Elsevier BV

ISSN: 0006-4971 Health Sciences

Authors (36)

A

Ayo Falade

2Mayo Clinic, Rochester, United States

R

Raphael Mwangi

2Mayo Clinic, Rochester, United States

I

Izel Okcu

7Mayo Clinic Rochester, Rochester, MN

A

Aditya Ravindra

1University of Iowa Healthcare, Department of Hematology, Oncology, Blood & Bone Marrow Transplantation, Iowa City, United States

A

Aishwarya Pradeep

Mayo Clinic, Rochester, Minnesota, United States

P

Paul Hampel

1Mayo Clinic, Rochester, United States

S

Saurabh Zanwar

M

Muhammad Azeem Khan

1Mayo Clinic, Rochester, United States

P

Prokop Vodička

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

M

Magdalena Klanova

M

Michal Masar

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

A

Adrienne Nedved

2Mayo Clinic, Rochester, United States

A

Arushi Khurana

2Mayo Clinic, Rochester, United States

U

Urshila Durani

1Division of Hematology, Mayo Clinic, Rochester, MN

J

Jonas Paludo

1Mayo Clinic, Rochester, United States

X

Xavier Andrade-Gonzalez

4Avera Health, Department of Hematology/Oncology, Sioux Falls, United States

G

Gita Thanarajasingam

1Mayo Clinic, Hematology/Oncology, Rochester, United States

N

N. Nora Bennani

2Mayo Clinic, Rochester, United States

C

Carrie Thompson

1Mayo Clinic College of Medicine, Rochester, MN

S

Samuel Hricko

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

A

Andrea Janíková

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

P

Patrick Johnston

1Mayo Clinic, Hematology, Rochester, United States

M

Micallef Ivana

1Mayo Clinic, Hematology/Oncology, Rochester, United States

A

Anne Novak

1Mayo Clinic, Rochester, United States

R

Rebecca King

1Mayo Clinic, Rochester, United States

M

Matthew Maurer

2Mayo Clinic, Rochester, United States

T

Thomas Witzig

2Mayo Clinic, Rochester, United States

S

Stephen Ansell

1Mayo Clinic, Rochester, United States

E

Eric Mou

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

T

Thomas Habermann

2Mayo Clinic, Rochester, United States

G

Grzegorz Nowakowski

1Mayo Clinic, Rochester, United States

J

Jose Villasboas Bisneto

1Mayo Clinic, Rochester, United States

M

Marek Trneny

J

James Cerhan

2Mayo Clinic, Rochester, United States

J

Jithma Abeykoon

2Mayo Clinic, Hematology, Rochester, United States