Scaling up Word Sense Disambiguation via Parallel Texts

Abstract

<b>Background:</b> Nasopharyngeal carcinoma (NPC) is a disease highly sensitive to radiotherapy with the unclear etiology. However, the specific effects of microRNA-613 (miR-613) on NPC still remain elusive. Therefore, the present study probes into the underlying mechanism of miR-613 in NPC via AKT signaling pathway by regulating Fibronectin 1 (FN1).<b>Methods:</b> First, microarray analysis was used to screen differentially expressed genes (DEGs) and regulatory miRs associated with NPC. Next, miR-613 and FN1 expression in NPC cells was determined, followed by verification of target relationship between miR-613 and FN1. With NPC cells exposed to miR-613 mimic, si-FN1 and LY294002 (inhibitor of AKT signaling pathway), the regulatory effects of miR-613 on proliferation, apoptosis, invasion, migration and angiogenesis of NPC cells were detected with ratio of B-cell lymphoma 2/Bcl-2-associated X protein (Bcl-2/Bax), Cleaved-caspase3, matrix metallopeptidase 2 (MMP-2), MMP-9, vascular endothelial growth factor (VEGF), and cell adhesion molecule-1 (CD31) expression measured. Then, tumorigenesis and MVD were determined after Xenograft in nude mice.<b>Results:</b> FN1 modulated by miR-613 was critical for NPC via the AKT signaling pathway. NPC cells exhibited down-regulated miR-613 and up-regulated FN1. Besides, miR-613 was verified to target FN1. Moreover, overexpressed miR-613, silenced FN1 or LY294002 treatment suppressed proliferation, invasion, migration, and angiogenesis in NPC cells, which was indicated by reduced expression of AKT, mTOR, MMP-2, MMP-9, VEGF, and CD31 as well as decreased ratio of Bcl-2/Bax and increased expression of Cleaved-caspase3. Furthermore, cell apoptosis was promoted and tumorigenesis and MVD in nude mice were inhibited with overexpression of miR-613, silenced FN1 or LY294002 treatment.<b>Conclusion:</b> Taken together, miR-613 inhibits angiogenesis in NPC cells through inactivating FN1-dependent AKT signaling pathway.

Cite

Text

Chan and Ng. "Scaling up Word Sense Disambiguation via Parallel Texts." AAAI Conference on Artificial Intelligence, 2005. doi:10.1042/bsr20182196

Markdown

[Chan and Ng. "Scaling up Word Sense Disambiguation via Parallel Texts." AAAI Conference on Artificial Intelligence, 2005.](https://mlanthology.org/aaai/2005/chan2005aaai-scaling/) doi:10.1042/bsr20182196

BibTeX

@inproceedings{chan2005aaai-scaling,
  title     = {{Scaling up Word Sense Disambiguation via Parallel Texts}},
  author    = {Chan, Yee Seng and Ng, Hwee Tou},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2005},
  pages     = {1037-1042},
  doi       = {10.1042/bsr20182196},
  url       = {https://mlanthology.org/aaai/2005/chan2005aaai-scaling/}
}