HNetGO: protein function prediction via heterogeneous network transformer.

Protein function annotation is one of the most important research topics for revealing the essence of life at molecular level in the post-genome era. Current research shows that integrating multisource data can effectively improve the performance of protein function prediction models. However, the heavy reliance on complex feature engineering and model integration methods limits the development of existing methods.

Pan-cancer molecular analysis of EGFR large fragment deletion in the Asian population.

Background: Large fragment deletion (LFD) of EGFR was associated with carcinogenesis in many types of cancers. However, the molecular features of EGFR-LFD have not been studied in the Asian cancer population.

Method: Here we retrospectively analyzed the targeted sequencing data from a large cancer database.

iTTCA-RF: a random forest predictor for tumor T cell antigens.

Background: Cancer is one of the most serious diseases threatening human health. Cancer immunotherapy represents the most promising treatment strategy due to its high efficacy and selectivity and lower side effects compared with traditional treatment. The identification of tumor T cell antigens is one of the most important tasks for antitumor vaccines development and molecular function investigation.

LOXL1-AS1 Contributes to Non-Small Cell Lung Cancer Progression by Regulating miR-3128/RHOXF2 Axis.

Purpose: The purpose of this study was to investigate the molecular mechanism of LncRNA LOXL1-AS1 in non-small cell lung cancer (NSCLC).

Methods: Lung cancer cell lines (H1299, A549, H520 and H596) and human normal lung epithelial cell line (BEAS-2B) were used in this study. Gene expression was measured by qRT-PCR (quantitative real-time PCR).

Apatinib, combined with chemotherapy or alone is effective in treating angiosarcoma: a case report.

Angiosarcomas are rare but aggressive tumors with poor prognosis. The treatment of angiosarcomas with vascular endothelial growth factor receptor inhibitors is still in the stage of clinical exploration. Herein we reported a patient of skin angiosarcoma with multiple organ metastasis.