Single-cell genomics highlight MYC-associated metabolic activation and altered cell interactions in T-prolymphocytic leukemia progression

L Linus Wahnschaffe D Dennis Jungherz T Tony A. Müller T Tea Pemovska A Alexander Pichler S Stéphanie Poulain E Edith Julia S Sanna Timonen M Martin Böttcher Q Qu Jiang D David Beverungen J Julia Bischoff M Marek Franitza T Theodoros Georgomanolis K Kerstin Becker M Michael Hallek (Department I of Internal Medicine, Center of Integrated Oncology Aachen Bonn Cologne Düsseldorf, University Hospital of Cologne, Cologne, Germany) D Dimitrios Mougiakakos T Thorsten Zenz S Satu Mustjoki E Emmanuel Bachy C Charles Herbaux A Alexandra Schrader N Natali Pflug P Philipp B. Staber (Medical University Vienna, Vienna, Austria) T Till Braun M Marco Herling

Abstract

Abstract T-prolymphocytic leukemia (T-PLL) typically presents with rapidly progressing tumor burden. However, 15–25% of cases are diagnosed at an indolent stage with asymptomatic and stable low-level blood lymphocytosis over up to 2-3 years before advancing to active-stage disease. To define the molecular changes underlying this transition, we perform single-cell RNA sequencing of 28 treatment-naïve samples including 11 longitudinally acquired indolent/active pairs, paralleled by longitudinal whole genome sequencing. This reveals both patient-specific lesions and common global alterations of gene expression. Strong upregulations of MYC-target gene signatures in active T-PLL samples associated with enhanced energy metabolism implicate acquired autonomy from energetic restrictions. Recurrent downregulation of genes of the T-cell-receptor signaling cascade and reduced interactions of the T-PLL cell with non-leukemic cell types further indicate progressive independence from regulatory survival signals and escape from micromilieu-mediated control. This single-cell and disease-stage resolved genomic analysis of T-PLL provides insights into shared mechanisms of tumor evolution, which have to prove their amenability as targetable lesions.

Article Details

Volume / Issue Vol. 17, Issue 1
Published March 09, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (26)

L

Linus Wahnschaffe

D

Dennis Jungherz

T

Tony A. Müller

T

Tea Pemovska

A

Alexander Pichler

S

Stéphanie Poulain

E

Edith Julia

S

Sanna Timonen

M

Martin Böttcher

Q

Qu Jiang

D

David Beverungen

J

Julia Bischoff

M

Marek Franitza

T

Theodoros Georgomanolis

K

Kerstin Becker

M

Michael Hallek

Department I of Internal Medicine, Center of Integrated Oncology Aachen Bonn Cologne Düsseldorf, University Hospital of Cologne, Cologne, Germany

D

Dimitrios Mougiakakos

T

Thorsten Zenz

S

Satu Mustjoki

E

Emmanuel Bachy

C

Charles Herbaux

A

Alexandra Schrader

N

Natali Pflug

P

Philipp B. Staber

Medical University Vienna, Vienna, Austria

T

Till Braun

M

Marco Herling