MétaCan
Menu
← Back to cohort

Targeting Cell-Bound MUC1 on Myelomonocytic and Monocytic Leukemias and Leukemic Stem Cells: Therapeutic Implications

2015· article· en· W2979532487 on OpenAlexaff
Thierry Guillaume, Virginie Dehame, Patrice Chevallier, Pierre Péterlin, Marc Grégoire, Philippe Moreau, Daniel B. Rubinstein, Eddy Pichinuk, Daniel H. Wreschner

Bibliographic record

VenueBlood · 2015
Typearticle
Languageen
FieldMedicine
TopicAcute Myeloid Leukemia Research
Canadian institutionsBiomod (Canada)
Fundersnot available
KeywordsChronic myelomonocytic leukemiaMonocytic leukemiaJuvenile myelomonocytic leukemiaBiologyLeukemiaStem cellCancer researchHaematopoiesisMolecular biologyImmunologyCell biologyMyelodysplastic syndromes

Abstract

fetched live from OpenAlex

Abstract Monocytic neoplasms comprise a heterogeneous group of hematologic malignancies including chronic myelomonocytic leukemia (CMML), juvenile myelomonocytic leukemia (JMML), acute myelomonocytic and monocytic leukemia (AML-M4 and AML-M5), and monocytic sarcoma. Monocytic or granulomonocytic hyperplasia is a finding frequently-if not invariably-shared by these different entities, as is a poor therapeutic outcome in the absence of hematopoietic stem cell transplantation. Cell surface molecules aberrantly expressed or overexpressed by leukemic cells represent potential disease-specific therapeutic targets. MUC1, a polymorphic type I high molecular weight glycoprotein represents such a molecule. MUC1 consists of an extracellular domain containing 20 to 125 tandem repeats of a 20 amino acid-long sequence, followed by a transmembrane domain and a short cytoplasmic tail leading to intracellular signaling. Cleavage of MUC1 yields two unequal chains: a large extracellular alpha subunit containing the tandem repeat array bound in a strong non-covalent interaction to a smaller beta subunit containing the transmembrane and cytoplasmic domains. Essentially all anti-MUC1 antibodies reported to date target the highly immunogenic tandem repeat of the MUC1 alpha chain. Because the alpha chain binds the cell-bound domains of MUC1 only intermittently in an 'on-and-off' manner, agents directed against the alpha chain will not effectively target MUC1+ cells. In contrast, the MUC1 SEA domain represents a stable structure fixed to the cell surface at all times. We therefore generated mAbs that specifically recognize the cell-bound MUC1 SEA domain. One of them, a partially humanized murine mAb termed DMB-5F3 was used to examine the expression of MUC1 on AML cells by flow cytometry. A series of twenty-two AML samples (blood-derived n=12; bone marrow-derived n=10; AML0=2, AML1=2, AML2=10, AML4=1, AML5=5, AML6=2) collected either at the time of diagnosis or at relapse were analysed for MUC1 expression by flow cytometry. A murine mammary tumor cell line stably transfected with human MUC1 DNA served as control. Blasts cells from 5 AML samples highly expressed MUC1, and significantly, all were of monocytic or myelomonocytic lineage (AML4=1, AML5=4). Leukemic stem cells (CD34pos or CD34neg linneg) from the MUC1+ AMLs were examined and likewise found to express MUC1. In addition, AML cell lines MV411, MOLM14, and SHI-1 derived from monocytic leukemic lineage clearly expressed cell surface MUC1, while non- monocytic leukemic cell lines U937, K562, and HL60 had little or no expression. Normal monocytes and monocytes derived from patients with activated monocytosis were also found to express MUC1. Based on these findings we examined MUC1 expression in a series of myelomonocytic leukemia (CMML and JMML). In fifteen CMML samples examined (type 1 n=11, type 2 n=4) (blood n=7, BM n=7) 92%-100% (median 99.7%) of CD14+CD56+ CMML cells bound mAb DMB-5F3 to cell-surface MUC1. CD14+CD16+CD56+ blast cells from 2 pts with JMML were also found to express MUC1 (between 64% and 71 % positive). Based on these findings we conclude that expression of MUC1 is restricted to monocytic and myelomonocytic leukemias and that MUC1 represents an effective target for leukemic immunotherapy. Significantly, anti-MUC1 mAb also targets monocytic leukemic stem cells, reinforcing its therapeutic potential. The fact that the anti-MUC1 antibody DMB-5F3 can enter cells and thereby ferry Ab-bound toxin opens the way for us to demonstrate leukemic cell killing with anti-MUC1 mAb-immunotoxin conjugates. Disclosures Moreau: Bristol-Myers Squibb: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees; Janssen-Cilag: Honoraria, Membership on an entity's Board of Directors or advisory committees; Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees; Millennium: Honoraria, Membership on an entity's Board of Directors or advisory committees.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.050
GPT teacher head0.295
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueBlood→Same topicAcute Myeloid Leukemia Research→French-language works237,207→