Evidence map›Paper›PMID 41802856›Full record

ArticleAmerican journal of hematology2026

Single Cell RNA Transcriptomics of Mantle Cell Lymphoma Reveals the Presence of Treatment-Resistant Subclones at the Time of Diagnosis.

Dmitry Manakov, Magdalena Klanova, Michal Kolar, Robert Ivanek, Florian Geier, Julien Roux, Tomas Zikmund, Lucie Winkowska, Eva Kriegova, Jirina Manakova and 5 more

Abstract read
In one paragraph

Article in American journal of hematology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. [Advances in single cell omics applications in mantle cell lymphoma].Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Dmitry ManakovInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.
Magdalena KlanovaInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.ORCID 0000-0003-3526-8114
Michal KolarInstitute of Molecular Genetics, Czech Academy of Sciences, Prague, Czech Republic.
Robert IvanekDepartment of Biomedicine, DBM Bioinformatics Core Facility, University of Basel, Basel, Switzerland.
Florian GeierDepartment of Biomedicine, DBM Bioinformatics Core Facility, University of Basel, Basel, Switzerland.
Julien RouxDepartment of Biomedicine, DBM Bioinformatics Core Facility, University of Basel, Basel, Switzerland.
Tomas ZikmundInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.
Lucie WinkowskaCLIP - Childhood Leukaemia Investigation Prague, Department of Pediatric Haematology and Oncology, Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic.
Eva KriegovaDepartment of Immunology, Palacký University Olomouc and University Hospital Olomouc, Olomouc, Czech Republic.
Jirina ManakovaDepartment of Immunology, Palacký University Olomouc and University Hospital Olomouc, Olomouc, Czech Republic.
Liliana TuskovaInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.
Silvia SpanikovaInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.
Alexandra ScasnaInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.
Marek TrnenyFirst Department of Medicine-Department of Hematology, Charles University General Hospital in Prague, Prague, Czech Republic.ORCID 0000-0002-6952-6073
Pavel KlenerInstitute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic.

Funding

Grantová Agentura České Republiky GA23-05474SNational Institute for Cancer Research LX22NPO5102
6 · The paper itself

Abstract

Mantle cell lymphoma (MCL) is a B-cell malignancy with a chronically relapsing clinical course and pronounced genetic heterogeneity. To investigate the clonal dynamics underlying early disease relapse, we performed single-cell RNA sequencing of paired tumor samples collected at diagnosis and at first relapse. Inference of copy number variants (CNVs) identified multiple subclonal clusters at both time points. In all cases, a minor subclone present at diagnosis harbored a CNV profile highly concordant with that of the dominant relapse clone, indicating the pre-existence of therapy-resistant subclones at diagnosis. Gene set enrichment analysis comparing therapy-resistant and therapy-sensitive clones revealed substantial inter-patient heterogeneity in resistance-associated transcriptional programs. Despite this heterogeneity, convergent dysregulation of cell-cycle control pathways emerged as a shared feature across patients. Furthermore, we investigated a case of SOX11-negative indolent MCL (iMCL) with late relapse characterized by extensive extranodal dissemination, including peripheral blood leukemization and intestinal tumor masses. While bone marrow- and peripheral blood-derived MCL cells maintained SOX11 negativity and a largely conserved transcriptomic state, intestinal MCL cells displayed blastoid morphology, expression of SOX11, a profoundly remodeled CNV landscape, and the acquisition of multiple additional driver mutations. Collectively, these findings indicate that early relapse in MCL originates from minor therapy-resistant subclones present at diagnosis and subsequently selected under therapeutic pressure. Moreover, disease progression in iMCL may be driven by spatially restricted clonal evolution, with the emergence of aggressive molecular features in distinct anatomical compartments. These results provide mechanistic insight into MCL clonal evolution and relapse biology.

Indexed as

Clonal EvolutionDrug Resistance, NeoplasmLymphoma, Mantle-CellRNA, NeoplasmTranscriptomeDNA Copy Number VariationsHumansSingle-Cell Gene Expression AnalysisSOXC Transcription FactorsRNA, NeoplasmSOX11 protein, humanSOXC Transcription FactorsclonalityCNVMCLscRNA‐seq

Identifiers

PMID41802856
PMCPMC13055129

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.