Alternatively Spliced Tissue Factor As a New Therapeutic Target in Pancreatic Cancer
Bibliographic record
Abstract
Abstract Pancreatic ductal adenocarcinoma (PDAC) is marked by high expression of Tissue Factor (TF). Alternatively spliced TF (asTF) is a secreted TF form that signals non-proteolytically via β1/β3 integrins. asTF is abundant in PDAC lesions and its constitutive overexpression promotes tumor growth, metastatic spread, monocyte recruitment, and elevated procoagulant potential of PDAC cells and cell-derived microparticles. In this study, we determined if 1) delayed-onset overexpression of asTF yields a phenotype distinct from that obtained with constitutive overexpression; 2) asTF contributes to PDAC cell migration; and 3) monoclonal antibody-based targeting of tumor-derived asTF slows PDAC progression and/or asTF release into circulation in an orthotopic setting. Nude mice were orthotopically transplanted with human PDAC cells harboring a doxycycline (Dox)-inducible asTF transgene system (line Pt45P1/asTFi); mice received Dox (2µg/mL) in sucrose at day 1 (“Dox”), day 25 (“late Dox”), or sucrose alone (“no Dox”), and tumor progression was monitored in vivo over 7 weeks via SapC-DOPS imaging. Migration of Pt45P1/asTFi cells toward serum was assessed using laminin-coated transwell inserts. Plasma of PDAC tumor-bearing mice was assayed for asTF using a custom ELISA. Pt45P1 cells were resuspended in PBS containing anti-asTF rabbit monoclonal antibody Rb1 and implanted in a) nude mice; b) SCID mice, and c) SCID mice with TF levels reduced by 99% (SCID/TF-low) and tumor progression was monitored as above over 5 weeks. Paraffin-embedded tumor specimens were assessed for vessel density (isolectin B4 and/or anti-CD31 staining) and monocyte/macrophage infiltration (anti-F4/80 and/or anti-CD206 staining). “Late Dox” mice developed tumors comparable in size and vessel density to those in “Dox” mice, yet less infiltrated with macrophages (Dox: 70±22 cells/LPF, late Dox: 51±17 cells/LPF, p=0.009); tumor spread was significantly reduced in "late Dox" mice compared to "Dox" mice (7.52e+7 vs 1.22e+8 P/s/mm2, p=0.01). "Dox" mice also had high levels of asTF in circulation (~1 ng/mL), which did not differ significantly from those in “late Dox” mice. The PDAC cell migration assay revealed a ~4 fold increase in the migration of Pt45P1/asTFi cells treated with Dox compared to untreated cells (p<0.001). When cells were co-treated with Dox and inhibitory anti-β1 antibody, migration was inhibited to the levels observed with untreated cells. Migration of Pt45P1/asTFi cells co-treated with Dox and Rb1 was inhibited to the levels observed with Dox/anti-β1 antibody co-treated cells; rabbit isotype control IgG had no effect. Pt45P1 cells, when implanted together with just 100 μg of Rb1, grew significantly smaller tumors that were less vascularized and had ~3.5 fold fewer stromal macrophages compared to the cells implanted together with vehicle (PBS) and/or isotype control IgG (Rb1: avg. wt. 0.835g, 20±9 cells/low power field (LPF); PBS: avg. wt. 1.624g, 73±30 cells/LPF; IgG: avg. wt. 1.665g, 66±47 cells/LPF; p<0.005 Rb1 vs PBS/IgG). Mice in the Pt45P1/Rb1 cohort had ~2 fold decrease in the levels of circulating asTF compared to mice in the Pt45P1/PBS and/or isotype IgG cohorts (0.27 ng/mL vs 0.60/0.54 ng/mL; p<0.001). While Pt45P1 tumors grown in SCID and SCID/TF-low mice were comparable in size, tumor spread was significantly diminished in SCID/TF-low mice (7.74e+8 P/s/mm2 vs 1.09e+9 P/s/mm2, p=0.007); tumors in SCID/TF-low mice also had fewer M2 polarized macrophages (p=0.011) and lower vessel density (4,576µm2/LPF vs 1,834µm2/LPF, p=0.017). In the presence of Rb1, Pt45P1 cells implanted in SCID mice grew tumors significantly smaller compared to IgG control (p=0.005); the effects of Rb1 on primary tumor growth in SCID/low-TF mice were similar to those in SCID mice. We here report that asTF can promote PDAC progression during early and late stages of the disease. asTF-β1 integrin interaction renders PDAC cells more motile, while Rb1 fully inhibits asTF-potentiated PDAC cell migration. Host-derived TF has no impact on the size of primary PDAC tumor, yet it contributes to tumor vascularization and, consequently, metastatic spread. In the presence of Rb1 in nude and/or SCID mice, Pt45P1 cells grow significantly smaller tumors with fewer monocytes and blood vessels that release less asTF in the circulation. Thus, antibody-based targeting of asTF may comprise a novel strategy to stem PDAC progression. Disclosures No relevant conflicts of interest to declare.
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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 | 0.001 |
| 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 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".