ARM-X: an adaptable mesenchymal stromal cell-based vaccination platform suitable for solid tumors
Bibliographic record
Abstract
In addition to triggering endosomal escape, the Accum® platform was recently reported for its ability to instill antigen cross-presentation properties in mesenchymal stromal cells (MSCs). Despite the promising results obtained with the first-generation vaccine using the A1 Accum® derivative (ARM vaccine), large quantities of cancer antigens were required to achieve meaningful therapeutic effects. Given this limitation, additional Accum® variants were engineered and tested for their ability to lower the need for large antigen quantities. A leading variant, AccuTOX®, was selected for that purpose. Several functional studies, including a series of antigen cross-presentation assays, were conducted using the SIINFEKL-specific T-cell clone B3Z. Analysis of endosomal escape and the effect of various anti-oxidant compounds were used to decipher the AccuTOX® mode of action in MSCs. The potency of the AccuTOX®-reprogramed MSCs (ARM-X) cells was evaluated in the context of therapeutic vaccination using immunocompetent C57BL/6 mice with three different pre-established solid tumor models. Various depletion studies were also conducted in animals to identify effector cells involved in the therapeutic response mediated by the ARM-X cells. Finally, the effect observed on murine ARM-X cells was validated on human MSCs along with an immunopeptidome study reflecting the cross-presentation potency of these reprogrammed human cells. AccuTOX® can indeed trigger MSCs to cross-present antigens, even if pulsed with low doses of tumor antigens while retaining most of the innate properties of A1, including increased antigen uptake and processing, production of reactive oxygen species, endosomal escape and induction of the unfolded protein response (UPR). When tested against melanoma, pancreatic and colon cancer, therapeutic administration of the ARM-X vaccine, in combination with anti-PD-1, impairs tumor growth. Mechanistically, the ARM-X vaccine relies on efferocytosis by endogenous phagocytes and requires both CD4+ and CD8+ T cells, as their depletion leads to a loss in therapeutic function. Altogether, this second-generation ARM-X vaccine represents a platform adaptable to multiple solid tumors. In addition, our data clearly allude to a direct link between AccuTOX®-mediated UPR activation and antigen cross-presentation by MSCs. The fact that these modulated MSCs become antigen-presenting cells via UPR stimulation opens-up a new line of investigation to search for additional agents capable of specifically activating this pathway to convert culture-adapted MSCs to a cellular vaccination tool adaptable to various cancer indications.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".