Integrative multi-omics reveals a regulatory and exhausted T-cell landscape in CLL and identifies galectin-9 as an immunotherapy target

L L. Llaó-Cid J JKL Wong I I. Fernandez Botana Y Y. Paul M M. Wierz L L-M Pilger A A. Floerchinger C CL Tan S S. Gonder G G. Pagano M M. Chazotte K K. Bestak C C. Schifflers M M. Iskar T T. Roider F F. Czernilofsky P P-M Bruch J JP Mallm A A. Cosma D DE Campton E E. Gerhard-Hartmann A A. Rosenwald D D. Colomer E E. Campo D D. Schapiro E EW Green S S. Dietrich P P. Lichter E E. Moussay J J. Paggetti M M. Zapatka M M. Seiffert

Abstract

Abstract T-cell exhaustion contributes to immunotherapy failure in chronic lymphocytic leukemia (CLL). Here, we analyze T cells from CLL patients’ blood, bone marrow, and lymph nodes, as well as from a CLL mouse model, using single-cell RNA sequencing, mass cytometry, and tissue imaging. T cells in CLL lymph nodes show the most distinct profiles, with accumulation of regulatory T cells and CD8+ T cells in various exhaustion states, including precursor (TPEX) and terminally exhausted (TEX) cells. Integration of T-cell receptor sequencing data and use of the predicTCR classifier suggest an enrichment of CLL-reactive T cells in lymph nodes. Interactome studies reveal potential immunotherapy targets, notably galectin-9, a TIM3 ligand. Inhibiting galectin-9 in mice reduces disease progression and TIM3+ T cells. Galectin-9 expression also correlates with worse survival in CLL and other cancers, suggesting its role in immune evasion and potential as a therapeutic target.

Article Details

Volume / Issue Vol. 16, Issue 1
Published August 07, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (32)

L

L. Llaó-Cid

J

JKL Wong

I

I. Fernandez Botana

Y

Y. Paul

M

M. Wierz

L

L-M Pilger

A

A. Floerchinger

C

CL Tan

S

S. Gonder

G

G. Pagano

M

M. Chazotte

K

K. Bestak

C

C. Schifflers

M

M. Iskar

T

T. Roider

F

F. Czernilofsky

P

P-M Bruch

J

JP Mallm

A

A. Cosma

D

DE Campton

E

E. Gerhard-Hartmann

A

A. Rosenwald

D

D. Colomer

E

E. Campo

D

D. Schapiro

E

EW Green

S

S. Dietrich

P

P. Lichter

E

E. Moussay

J

J. Paggetti

M

M. Zapatka

M

M. Seiffert