Shu-Yi Lin

Aug 28, 2024 | nature.com | Zhong-Liang Wang |Lily Wang |Shu-Yi Lin |Lu-Hai Wang |Hui-Chun Cheng

AbstractMost cancer cells reprogram their glucose metabolic pathway from oxidative phosphorylation to aerobic glycolysis for energy production. By reducing enzyme activity of pyruvate kinase M2 (PKM2), cancer cells attain a greater fraction of glycolytic metabolites for macromolecule synthesis needed for rapid proliferation.

May 24, 2024 | pm-research.com | Yao-Tsung Chen |In Taiwan |Shu-Yi Lin |Cheng-Yen Yu

Information published by news media affects stock prices through two channels. One is the information therein, which can cause a permanent price change. Pinpointing general durations and correlations for every piece of information and price change with a machine learning algorithm is difficult, however. The second channel is investor sentiment, which can result in a temporary price change. Much literature contains general rules for predicting price changes based on investor sentiment.