Moodee: An Intelligent Mobile Companion for Sensing Your Stress from Your Social Media Postings

In this demo, we build a practical mobile application, Moodee,to help detect and release users’ psychological stress byleveraging users’ social media data in online social networks,and provide an interactive user interface to present users’and friends’ psychological stress states in an visualized andintuitional way.Given users’ online social media data as input, Moodee intelligentlyand automatically detects users’ stress states. Moreover,Moodee would recommend users with different linksto help release their stress. The main technology of this demois a novel hybrid model - a factor graph model combinedwith Deep Neural Network, which can leverage social mediacontent and social interaction information for stress detection.We think that Moodee can be helpful to people’s mentalhealth, which is a vital problem in modern world

Artemisitene suppresses rheumatoid arthritis progression via modulating METTL3‐mediated N6‐methyladenosine modification of ICAM2 mRNA in fibroblast‐like synoviocytes

Abstract Background Rheumatoid arthritis (RA) is a chronic autoimmune disease. We previously revealed that the natural compound artemisitene (ATT) exhibits excellent broad anticancer activities without toxicity on normal tissues. Nevertheless, the effect of ATT on RA is undiscovered. Herein, we aim to study the effect and potential mechanism of ATT on RA management. Methods A collagen‐induced arthritis (CIA) mouse model was employed to confirm the anti‐RA potential of ATT. Cell Counting Kit‐8 (CCK‐8) and 5‐ethynyl‐2'‐deoxyuridine (EdU) assays, cell cycle and apoptosis analysis, immunofluorescence, migration and invasion assays, quantitative real‐time PCR (RT‐qPCR), Western blot, RNA‐sequencing (RNA‐seq) analysis, plasmid construction and lentivirus infection, and methylated RNA immunoprecipitation and chromatin immunoprecipitation assays, were carried out to confirm the effect and potential mechanism of ATT on RA management. Results ATT relieved CIA in mice. ATT inhibited proliferation and induced apoptosis of RA‐fibroblast‐like synoviocytes (FLSs). ATT restrained RA‐FLSs migration and invasion via suppressing epithelial–mesenchymal transition. RNA‐sequencing analysis and bioinformatics analysis identified intercellular adhesion molecule 2 (ICAM2) as a promoter of RA progression in RA‐FLSs. ATT inhibits RA progression by suppressing ICAM2/phosphoinositide 3‐kinase (PI3K)/protein kinase B (AKT)/p300 pathway in RA‐FLSs. Moreover, ATT inhibited methyltransferase‐like 3 (METTL3)‐mediated N6‐methyladenosine methylation of ICAM2 mRNA in RA‐FLSs. Interestingly, p300 directly facilitated METTL3 transcription, which could be restrained by ATT in RA‐FLSs. Importantly, METTL3, ICAM2 and p300 expressions in synovium tissues of RA patients were related to clinical characteristics and therapy response. Conclusions We provided strong evidence that ATT has therapeutic potential for RA management by suppressing proliferation, migration and invasion, in addition to inducing apoptosis of RA‐FLSs through modulating METTL3/ICAM2/PI3K/AKT/p300 feedback loop, supplying the fundamental basis for the clinical application of ATT in RA therapy. Moreover, METTL3, ICAM2 and p300 might serve as biomarkers for the therapy response of RA patients