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Microenvironmental Links Between TET2/DNMT3A Mutations and Arginase 1 Overexpression in Human MDS/CMML

2016· article· en· W2594407451 on OpenAlexaff
Alyssa Cull, Brooke Snetsinger, David Good, Rena Buckstein, Richard A. Wells, Michael J. Rauh

Bibliographic record

VenueBlood · 2016
Typearticle
Languageen
FieldImmunology and Microbiology
TopicImmunodeficiency and Autoimmune Disorders
Canadian institutionsSunnybrook Health Science CentreHealth Sciences CentreQueen's University
Fundersnot available
KeywordsMyeloidArginaseImmunohistochemistryCancer researchMedicineHaematopoiesisBiologyImmunologyMolecular biologyGeneticsArginineStem cell

Abstract

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Abstract Introduction: Immune dysregulation is a common feature of myeloid cancers including MDS and CMML. Precisely how cells such as macrophages (MΦs) contribute to or are impacted by aberrant innate immunity is not fully understood. Previously, our group demonstrated Arginase 1 (Arg1) overexpression in MDS/CMML patient samples as well as in a murine model of Tet2-deficiency (Cull et al., Blood Abstract 2013: 1578). Arg1, an L-arginine metabolizing enzyme, is highly expressed by alternatively activated (M2) macrophages and myeloid-derived suppressor cells. In the current study, our goals were to (1) establish whether the presence of certain mutations (i.e. in TET2) corresponds with high Arg1 immunohistochemical (IHC) staining, and (2) determine the environmental vs. cell-intrinsic effects of Tet2-deficiency on Arg1 expression in murine peritoneal macrophages (PMΦs). Methods: H&E staining and anti-human Arg1 IHC was performed on FFPE BM biopsies obtained from Sunnybrook and Kingston General Hospitals (8 age-matched controls and 30 MDS/CMML cases including 9 RCMD, 5 RAEB-1, 2 RAEB-2, 2 RARS, 1 RA, 1 del(5q) and 10 CMML-1). IHC staining was scored independently by 2 blinded Hematopathologists. Genomic DNA from each patient was subjected to mutation profiling using a 1,552-amplicon Ion Torrent Sequencing Panel. Primary PMΦ were obtained from peritoneal lavages performed on hematopoietic-specific Vav1-Cre-driven Tet2 knockout (Tet2-/-) mice generated from parental floxed (Tet2f/f) and Vav1-Cre mice (JAX) in accordance with Queen's Animal Care protocols. Results: Following an initial pilot study, we generated Arg1 IHC data and corresponding genome sequences from 8 age-matched control and 30 MDS/CMML patient FFPE BM biopsies. In keeping with our previous findings, we observed increased BM biopsy Arg1 IHC expression in CMML and low-grade MDS for both hospital cohorts. Taking all patient samples together, we found a significant correlation between high Arg1 IHC status and the presence of either TET2 or DNMT3A mutations (Fisher's exact test, p-value = 0.0173), both of which are highly prevalent in MDS and CMML patients. While this result - that mutations in a DNA methyltransferase and a DNA demethylating protein could lead to increased Arg1 protein expression and ultimately a similar disease phenotype - may appear counterintuitive, a recent publication provided evidence that Tet2 and Dnmt3a act cooperatively at specific sites within the genome (PMID 27428748). In addition, we noted upregulation of Ccr5, Tgfbi, Socs3, Bst2, Ccl6, Ifit2, Ccl2, Cxcl1, Arg1 and Ccl7 in Dnmt3a knockout vs. wild-type mouse PMΦs (PMID 27240213). Intriguingly, our results showed that all of these genes were also upregulated in Tet2-/- knockout PMΦs. Taken together, this suggests a biological basis linking high Arg1 IHC levels with mutations in TET2 and DNMT3A. In order to study environmental influences that may impact Arg1 expression, we isolated PMΦs from Tet2f/f and Tet2-/- mice and treated these cells with peritoneal lavage fluid derived from both control and Tet2-knockout animals. We observed a 10.2-fold increase in Arg1 mRNA expression in Tet2f/f cells treated with Tet2-/- peritoneal lavage fluid. Moreover, Tet2-/- lavage fluidtreatment of Tet2-/- PMΦs induced a 2.2-fold increase in Arg1 expression (from 5.8- to 12.8-fold compared to untreated Tet2f/f control cells). Given these findings, we hypothesized that Tet2-/- peritoneal lavage fluid contains a factor(s) which leads to induction of Arg1. In a pilot experiment, Tet2f/f and Tet2-/- lavage fluid (n=3/genotype) samples were sent for 31-plex cytokine/chemokine array (Eve Technologies). Levels of the pro-inflammatory molecules IL-12 (p70) and MIG (CXCL9) were elevated in knockout lavage fluid versus controls, both demonstrating trends towards significance. While Arg1 upregulation may be occurring in response to aberrant inflammation, we have also observed that PMΦs can be cultured ex vivo over a period of at least 72h all the while maintaining elevated Arg1 expression. This suggests a cell-intrinsic mechanism by which these cells maintain high levels of Arg1 transcript independent of the peritoneal microenvironment. Conclusion: Arg1 overexpression in both TET2/DNMT3A mutant human MDS/CMML and Tet2-deficient mouse models points to the potential utility of this enzyme as a marker of aberrant inflammation. Disclosures Buckstein: Celgene: Honoraria, Research Funding; Novartis: Honoraria.

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How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.333
Threshold uncertainty score0.449

Codex and Gemma teacher scores by category

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.219
Teacher spread0.212 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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".

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Citations1
Published2016
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