Evidence map›Paper›PMID 34670357›Full record

ArticleHaematologica2022

Either IL-7 activation of JAK-STAT or BEZ inhibition of PI3K-AKT-mTOR pathways dominates the single-cell phosphosignature of

Daniela Kuzilková, Cristina Bugarin, Katerina Rejlova, Axel R Schulz, Henrik E Mei, Maddalena Paganin, Alessandra Biffi, Andrea Biondi, Tomas Kalina, Giuseppe Gaipa

Abstract read
In one paragraph

Article in Haematologica, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Flavonoids extract fromWorld journal of experimental medicine · 2025
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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

10 authors.

Daniela KuzilkováChildhood Leukaemia Investigation Prague, Czech Republic; Department of Pediatric Hematology and Oncology, 2nd Faculty of Medicine, Charles University Prague, Czech Republic.
Cristina BugarinFondazione Tettamanti, Clinica Pediatrica Università degli Studi Milano Bicocca, Monza (MB), Italy.
Katerina RejlovaChildhood Leukaemia Investigation Prague, Czech Republic; Department of Pediatric Hematology and Oncology, 2nd Faculty of Medicine, Charles University Prague, Czech Republic.
Axel R SchulzGerman Rheumatism Research Center Berlin (DRFZ), a Leibniz Institute, Berlin, Germany.
Henrik E MeiGerman Rheumatism Research Center Berlin (DRFZ), a Leibniz Institute, Berlin, Germany.
Maddalena PaganinPediatric Hematology, Oncology and Stem Cell Transplant Division, Women and Child Health Department, University of Padova, Padova, Italy.
Alessandra BiffiPediatric Hematology, Oncology and Stem Cell Transplant Division, Women and Child Health Department, University of Padova, Padova, Italy.
Andrea BiondiFondazione Tettamanti, Clinica Pediatrica Università degli Studi Milano Bicocca, Monza (MB), Italy. andrea.biondi@unimib.it.
Tomas KalinaChildhood Leukaemia Investigation Prague, Czech Republic; Department of Pediatric Hematology and Oncology, 2nd Faculty of Medicine, Charles University Prague, Czech Republic.
Giuseppe GaipaFondazione Tettamanti, Clinica Pediatrica Università degli Studi Milano Bicocca, Monza (MB), Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive cancer arising from lymphoblasts of T-cell origin. While TALL accounts for only 15% of childhood and 25% of adult ALL, 30% of patients relapse with a poor outcome. Targeted therapy of resistant and high-risk pediatric T-ALL is therefore urgently needed, together with precision medicine tools allowing the testing of efficacy in patient samples. Furthermore, leukemic cell heterogeneity requires drug response assessment at the single-cell level. Here we used single-cell mass cytometry to study signal transduction pathways such as JAK-STAT, PI3K-AKT-mTOR and MEK-ERK in 16 diagnostic and five relapsed T-ALL primary samples, and investigated the in vitro response of cells to Interleukin-7 (IL-7) and the inhibitor BEZ-235. T-ALL cells showed upregulated activity of the PI3K-AKT-mTOR and MEK-ERK pathways and increased expression of proliferation and translation markers. We found that perturbation induced by the ex vivo administration of either IL-7 or BEZ-235 reveals a high degree of exclusivity with respect to the phospho-protein responsiveness to these agents. Notably, these response signatures were maintained from diagnosis to relapse in individual patients. In conclusion, we demonstrated the power of mass cytometry single-cell profiling of signal transduction pathways in T-ALL. Taking advantage of this advanced approach, we were able to identify distinct clusters with different responsiveness to IL-7 and BEZ-235 that can persist at relapse. Collectively our observations can contribute to a better understanding of the complex signaling network governing T-ALL behavior and its correlation with influence on the response to therapy.

Indexed as

Interleukin-7Precursor T-Cell Lymphoblastic Leukemia-LymphomaChildHumansPhosphatidylinositol 3-KinasesProto-Oncogene Proteins c-aktRecurrenceT-LymphocytesTOR Serine-Threonine KinasesInterleukin-7MTOR protein, humanPhosphatidylinositol 3-KinasesProto-Oncogene Proteins c-aktTOR Serine-Threonine Kinases

Identifiers

PMID34670357
PMCPMC9152963

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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.