Abstract 2964: Stromal Hedgehog pathway activation suppresses growth and metastases of lung adenocarcinoma
Bibliographic record
Abstract
Abstract Aberrant activation of the Hedgehog (Hh) signaling pathway, a crucial developmental pathway, drives the tumor growth of Gorlin-type cancers. However, recent data suggest that paracrine activation of the pathway is tumor suppressive rather than oncogenic in sporadic epithelial cancers. The role of the pathway in non-small lung cancer is poorly understood. Thus, we explored the role of stromal Hh pathway activation in growth of lung tumor epithelia. Human lung adenocarcinoma cell lines were used to probe SHH mRNA and protein expression. Co-culture of high SHH expressing cell lines with murine embryonic and lung fibroblasts were used to confirm and probe the role of paracrine SHH expression on the growth of lung cancer cells. The in vivo role of paracrine SHH was tested using autochthonous lung cancer models with conditional KRASG12Dactivation, p53 loss,, and SHH loss compared to wild-type SHH. In human lung adenocarcinoma patients, higher expression of SHH mRNA in lung adenocarcinoma correlated with poor overall and progression free survival. A scan of 35 human lung adenocarcinoma cell lines revealed heterogeneous expression of SHH and IHH with high expression found predominantly in mutant K-Ras lines. Co-culture of high SHH expressing tumor epithelial cells and Shh-Light2 reporter cell lines demonstrated that SHH activated the fibroblast reporter in a paracrine manner, rather than an autocrine effect on cancer cells. Treatment with the SMO inhibitor, KAAD-cyclopamine, also inhibited the growth of tumor epithelial cells in co-culture with NIH-3T3 fibroblast cells but the effect was decreased when co-cultured with lung fibroblasts. Genetic loss of SHH in an autochthonous mouse model, LSL-KrasG12D/+;Trp53fl/fl; Shhfl/fl (KPS) did not affect overall survival compared to LSL-KrasG12D/+;Trp53fl/fl (KP) mice However, early inhibition of the Hh pathway by anti-SHH/IHH antibody, 5E1, on KP mice resulted in significantly worse survival rates with increased metastatic burden compared to IgG treatment. Analysis of KP tumors revealed unexpected high levels of IHH mRNA by in situ hybridization that may account for the survival differences seen between genetic ablation and pharmaceutical inhibition of the Hh ligands. In conclusion, the Hh signaling pathway acts upon lung stromal cells in a paracrine fashion. Inhibition of Hh activity in vivo worsened mortality rate due to increase in tumor growth and metastases. Furthermore, mutant Kras lung cancers express high levels of IHH that dominates the tumor suppressive effect of our mouse models. Citation Format: Sahba Kasiri, Baozhi Chen, Alexandra Wilson, Umaru Barrie, Ummay Marriam, Zhiqun Zeng, Luc Girard, James Kim. Stromal Hedgehog pathway activation suppresses growth and metastases of lung adenocarcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2964. doi:10.1158/1538-7445.AM2017-2964
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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 | 0.000 | 0.001 |
| 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) | 0.000 | 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".