Abstract 1887: Tumor-stroma interactions mediated by Semaphorin 6A as a determinant of drug resistance in BRAF-mut melanoma
Bibliographic record
Abstract
Abstract In BRAF-mutant (BRAF-mut) melanoma combined BRAF/MEK inhibition increases survival. However, pharmacological effects on the genetically “normal” tumor microenvironment (i.e. paradox MAPK activation) may set the stage for the development of drug resistance. In melanoma specimens, we observed a significant correlation between BRAF-mut and the expression of Semaphorin 6A (Sema6A), a member of the semaphorin family that regulates actin cytoskeleton remodeling, motility and cell proliferation. In BRAF-mut melanoma cell lines, Sema6A is involved in cytoskeleton remodeling by regulation of YAP activity. Sema6A depletion induced a decrease in RhoA activation and, consequently, an increase in phospho-YAP and a reduction in cell proliferation rate. We thus hypothesized that actin cytoskeleton remodeling and dynamic evolutions may play a role in both cell autonomous and stroma-mediated mechanisms of drug-resistance in this context. To assess the functional relevance of Sema6A expression in the regulation of melanoma/stroma interactions and sensitivity/resistance to pathway inhibitors, we performed an inducible Sema6A knock down in BRAF-mut melanoma cell lines and evaluated the response to BRAF/MEK inhibitors in monolayer and 2D co-culture systems. In contexts of partial response or resistance in vitro, BRAF inhibitors, alone or combined with MEK inhibitors, were increased Sema6A expression at the mRNA and protein levels in both monolayer and 2D co-culture systems. Furthermore, Sema6A silencing performed in 2D co-culture system abrogated the protective effect of melanoma/stroma interactions, resulting in a synergistic effect with BRAF/MEK inhibitors. Overall, our results suggest that Sema6A could be a crucial mediator of protective tumor/stroma interactions, involved in resistance to MAPK inhibition in melanoma. Citation Format: Rossella Loria, Italia Falcone, Marta Di Martile, Valentina Caprara, Rocco Fraioli, Valentina Laquintana, Giulia Bon, Laura Rosanò, Donatella Del Bufalo, Ludovica Ciuffreda, Virginia Ferraresi, Michele Milella, Rita Falcioni. Tumor-stroma interactions mediated by Semaphorin 6A as a determinant of drug resistance in BRAF-mut melanoma [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1887.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 source (direct Gemma or distilled Codex), 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".