GPR116 overexpression correlates with poor prognosis in gastric cancer

Biomarker discovery with quantum neural networks: a case-study in CTLA4-activation pathways

BACKGROUND

Biomarker discovery is a challenging task due to the massive search space. Quantum computing and quantum Artificial Intelligence (quantum AI) can be used to address the computational problem of biomarker discovery from genetic data.

METHOD

We propose a Quantum Neural Networks architecture to discover genetic biomarkers for input activation pathways. The Maximum Relevance-Minimum Redundancy criteria score biomarker candidate sets. Our proposed model is economical since the neural solution can be delivered on constrained hardware.

RESULTS

We demonstrate the proof of concept on four activation pathways associated with CTLA4, including (1) CTLA4-activation stand-alone, (2) CTLA4-CD8A-CD8B co-activation, (3) CTLA4-CD2 co-activation, and (4) CTLA4-CD2-CD48-CD53-CD58-CD84 co-activation.

CONCLUSION

The model indicates new genetic biomarkers associated with the mutational activation of CLTA4-associated pathways, including 20 genes: CLIC4, CPE, ETS2, FAM107A, GPR116, HYOU1, LCN2, MACF1, MT1G, NAPA, NDUFS5, PAK1, PFN1, PGAP3, PPM1G, PSMD8, RNF213, SLC25A3, UBA1, and WLS. We open source the implementation at: https://github.com/namnguyen0510/Biomarker-Discovery-with-Quantum-Neural-Networks .

Polysaccharide of Lactobacillus casei SB27 reduced colon cancer cell prognosis through mitochondrial damage by upregulation of HINT2

AIMS

Colorectal cancer (CRC) is one of the most common malignant tumors worldwide. This study aimed to explore the effects of Polysaccharide of Lactobacillus casei SB27 in colon cancer and its possible mechanisms.

METHODS

Colon cancer was induced by giving dextran sulfate sodium and Azoxymethane. Uman Colon Cancer Cell Line (HCT)-116 cells were used to vitro model in this experiment.

RESULTS

Polysaccharide of L. casei SB27 reduced colon cancer in azoxymethane-dextran sulfate sodium (AOM+DSS)-induced mice. Polysaccharide of L. casei SB27 reduced colon cancer prognosis in vitro model. Polysaccharide of L. casei SB27 reduced short chain fatty acids by Bacillus coli. Polysaccharide of L. casei promoted mitochondrial damage by Calcium ion entry. Polysaccharide of L. casei induced histidine nucleotide binding protein 2/mitochondrial calcium uniporter (HINT2/MCU) signaling pathway. Immunocoprecipitation (IP) showed that HINT2 protein interlinked MCU protein. Polysaccharide of L. casei suppressed HINT2 ubiquitination. The regulation of HINT2 affected the effects of L. casei polysaccharide on colon cancer prognosis and mitochondrial damage by Calcium ion entry in vitro model.

CONCLUSION

In conclusion, the present report demonstrated that polysaccharide of L. casei SB27 reduced colon cancer cell prognosis through mitochondrial damage by upregulation of HINT2. Polysaccharide of L. casei SB27 might be used for colon cancer treatment and could be helpful for personalized treatment.

The clinical relevance of the adhesion G protein-coupled receptor F5 for human diseases and cancers

Among the numerous adhesion G protein-coupled receptors (GPCRs), adhesion G protein-coupled estrogen receptor F5 (ADGRF5) contains unique domains in the long N-terminal tail which can determine cell-cell and cell-matrix interaction as well as cell adhesion. Nevertheless, the biology of ADGRF5 is complex and still poorly explored. Accumulating evidence suggests that the ADGRF5 activity is fundamental in health and disease. For instance, ADGRF5 is essential in the proper function of lungs and kidney as well as the endocrine system, and its signification in vascularization and tumorigenesis has been demonstrated. The most recent studies have provided findings about the diagnostic potential of ADGRF5 in osteoporosis and cancers, and ongoing studies suggest other diseases as well. Here, we elaborate on the current state of knowledge about the ADGRF5 in the physiology and pathophysiology of human diseases and highlight its high potential as a novel target in various therapeutic areas.