Abstract A039: IGFBP5 is induced by tumor-suppressive naïve stromal cells and regulates GAS2-associated apoptosis in rhabdomyosarcoma
Bibliographic record
Abstract
Abstract Stromal cells can have either suppressive or stimulatory effects on tumor progression. However, this diverse collection of cells is still poorly characterized in soft-tissue sarcomas. Rhabdomyosarcoma (RMS) is the most common soft-tissue sarcoma in childhood with molecular features of skeletal muscle differentiation. In this study, we explored tumor growth-regulatory signaling between differentially educated non-malignant mesenchymal stromal cells and malignant tumor cells in RMS. Xenograft experiments in mice were designed to provide functional evidence for alterations in tumor behavior linked to tumor-associated stromal cells. Molecular characterization was performed on the Clariom D platform, by gene set enrichment analysis, cell culture validation of deregulated genes, and finally, by clinicopathological validation in a discovery cohort (N=101) and a validation cohort (N=147). The results revealed transient tumor growth-suppressive paracrine effects of naïve orthotopic stromal cells derived from skeletal muscle. These effects were easily abolished if the stromal cells were pre-exposed to RMS cells, either short-term in vitro, or long-term in hindlimb muscle in vivo. Explorative analyses of RMS cells exposed to naïve stromal cells identified insulin-like growth factor binding protein 5 (IGFBP5) as the top upregulated gene, with an ability to induce Caspase 3/7 activation and growth arrest. The gene coding for connective tissue growth factor (CTGF) was identified as the major prosurvival factor being downregulated. Analysis of patient cohorts consistently demonstrated an association between IGFBP5, growth arrest specific protein 2 (GAS2), lower disease stage and favorable survival. Altogether, our study identifies a novel anti-tumor growth mechanism with conditionally deregulated genes linked to apoptosis and differentiation in RMS. The results provide support for continued studies on tumor growth-regulatory mechanisms induced by tumor-surrounding stromal cell subsets at primary and metastatic sites in sarcoma. Citation Format: Monika Ehnman, Karim Katkhada, Liu Zhen Meng, Yue Zhang, Binbin Zhao, Shanlin Tong, Aditi Kallai, Arne Östman, Nick Tobin. IGFBP5 is induced by tumor-suppressive naïve stromal cells and regulates GAS2-associated apoptosis in rhabdomyosarcoma [abstract]. In: Proceedings of the AACR Special Conference: Sarcomas; 2022 May 9-12; Montreal, QC, Canada. Philadelphia (PA): AACR; Clin Cancer Res 2022;28(18_Suppl):Abstract nr A039.
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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) | 0.002 | 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".