Evidence map›Paper›PMID 33227818›Full record

ArticleBlood2021

Single-cell RNA-seq reveals developmental plasticity with coexisting oncogenic states and immune evasion programs in ETP-ALL.

Praveen Anand, Amy Guillaumet-Adkins, Valeriya Dimitrova, Huiyoung Yun, Yotam Drier, Noori Sotudeh, Anna Rogers, Madhu M Ouseph, Monica Nair, Sayalee Potdar and 17 more

Open access · bronzeAbstract read
In one paragraph

Article in Blood, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed
3.5field-weighted citation impact, top 6% of its field
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

61 citing papers in PubMed, 92 citations in OpenAlex.

  1. Cell plasticity in cancer and therapy resistance.Experimental & molecular medicine · 2026
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  9. Emerging genomic biomarkers in diagnosis and classification of T-cell acute lymphoblastic leukemia.Hematology. American Society of Hematology. Education Program · 2025
    Review
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1 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors at 5 institutions in 2 countries.

Praveen AnandDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-2478-7042
Amy Guillaumet-AdkinsBroad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-6772-9950
Valeriya DimitrovaBroad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-8621-7301
Huiyoung YunBroad Institute of MIT and Harvard, Cambridge, MA.
Yotam DrierBroad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0003-1725-2995
Noori SotudehDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.
Anna RogersDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-7692-1795
Madhu M OusephDepartment of Pathology, Brigham and Women's Hospital, Boston, MA.ORCID 0000-0002-3422-1675
Monica NairDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.
Sayalee PotdarDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-5390-1222
Randi IsenhartDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-1721-529X
Jake A KloeberDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-6646-564X
Tushara VijaykumarDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Leili NiuDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.
Tiffaney VincentChildren's Hospital of Philadelphia, Philadelphia, PA; and.
Guangwu GuoDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Julia FredeDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-4380-9673
Marian H HarrisDepartment of Pathology and.
Andrew E PlaceDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-9604-4213
Lewis B SilvermanDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA.
David T TeacheyChildren's Hospital of Philadelphia, Philadelphia, PA; and.ORCID 0000-0001-7373-8987
Andrew A LaneDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-7380-0226
Daniel J DeAngeloDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-7865-2306
Jon C AsterDepartment of Pathology, Brigham and Women's Hospital, Boston, MA.
Bradley E BernsteinBroad Institute of MIT and Harvard, Cambridge, MA.
Jens G LohrDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-3486-2445
Birgit KnoechelBroad Institute of MIT and Harvard, Cambridge, MA.ORCID 0000-0002-8040-0535
Broad Institute · USDana-Farber Cancer Institute · USBoston Children's Hospital · USBrigham and Women's Hospital · USChildren's Hospital of Philadelphia · US

Funding

VectorP30CA006516 · NCI · DANA-FARBER CANCER INSTITUTE · PI JENNIFER W MACK · 1985 to 2026
$330.6M
Determining the mutational landscape of circulating multiple myeloma cellsK08CA191026 · NCI · DANA-FARBER CANCER INST · PI LOHR, JENS G · 2015 to 2019
$886k
Epigenetic mechanisms of drug resistance in T-cell acute lymphoblastic leukemiaK08CA191091 · NCI · DANA-FARBER CANCER INST · PI KNOECHEL, BIRGIT · 2015 to 2019
$886k
NCI NIH HHS K08 CA191026NCI NIH HHS K08 CA191091NCI NIH HHS P30 CA006516
6 · The paper itself

Abstract

Lineage plasticity and stemness have been invoked as causes of therapy resistance in cancer, because these flexible states allow cancer cells to dedifferentiate and alter their dependencies. We investigated such resistance mechanisms in relapsed/refractory early T-cell progenitor acute lymphoblastic leukemia (ETP-ALL) carrying activating NOTCH1 mutations via full-length single-cell RNA sequencing (scRNA-seq) of malignant and microenvironmental cells. We identified 2 highly distinct stem-like states that critically differed with regard to cell cycle and oncogenic signaling. Fast-cycling stem-like leukemia cells demonstrated Notch activation and were effectively eliminated in patients by Notch inhibition, whereas slow-cycling stem-like cells were Notch independent and rather relied on PI3K signaling, likely explaining the poor efficacy of Notch inhibition in this disease. Remarkably, we found that both stem-like states could differentiate into a more mature leukemia state with prominent immunomodulatory functions, including high expression of the LGALS9 checkpoint molecule. These cells promoted an immunosuppressive leukemia ecosystem with clonal accumulation of dysfunctional CD8+ T cells that expressed HAVCR2, the cognate receptor for LGALS9. Our study identified complex interactions between signaling programs, cellular plasticity, and immune programs that characterize ETP-ALL, illustrating the multidimensionality of tumor heterogeneity. In this scenario, combination therapies targeting diverse oncogenic states and the immune ecosystem seem most promising to successfully eliminate tumor cells that escape treatment through coexisting transcriptional programs.

Indexed as

CarcinogenesisGene Expression Regulation, LeukemicImmune EvasionAdolescentAdultAgedBiomarkers, TumorChildChild, PreschoolDrug Resistance, NeoplasmFemaleFollow-Up StudiesGalectinsHepatitis A Virus Cellular Receptor 2HumansInfantBiomarkers, TumorGalectinsHAVCR2 protein, humanHepatitis A Virus Cellular Receptor 2LGALS9 protein, human

Identifiers

PMID33227818
PMCPMC8109012
OpenAlexW3108862937

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.