Artificial intelligence for disease diagnostics still has a long way to go

Artificial intelligence(AI)can sometimes resolve difficulties that other advanced technologies and humans cannot.In medical diagnostics,AI has the advantage of processing figure recognition,especially for images with similar characteristics that are difficult to distinguish with the naked eye.However,the mechanisms of this advanced technique should be well-addressed to elucidate clinical issues.In this letter,regarding an original study presented by Takayama et al,we suggest that the authors should effectively illustrate the mechanism and detailed procedure that artificial intelligence techniques processing the acquired images,including the recognition of non-obvious difference between the normal parts and pathological ones,which were impossible to be distinguished by naked eyes,such as the basic constitutional elements of pixels and grayscale,special molecules or even some metal ions which involved into the diseases occurrence.

p38 MAPK inhibition alleviates experimental acute pancreatitis in mice

BACKGROUND： The mitogen-activated protein kinases （MAPKs） signaling pathway is involved in inflammatory process. However,the mechanism is not clear. The present study was to investigate the role of p38 MAPK in acute pancreatitis in mice.METHODS： Mice were divided into 4 groups： saline control; acute pancreatitis induced with repeated injections of cerulein; control plus p38 MAPK inhibitor SB203580; and acute pancreatitis plus SB203580. The pancreatic histology, pancreatic enzymes, cytokines, myeloperoxidase activity, p38 MAPK and heat shock protein （HSP） 60 and 70 were evaluated.RESULTS： Repeated injections of cerulein resulted in acute pancreatitis in mice, accompanying with the activation of p38 MAPK and overexpression of HSP60 and HSP70 in the pancreatic tissues. Treatment with SB203580 significantly inhibited the activation of p38 MAPK, and furthermore, inhibited the expression of HSP60 and HSP70 in the pancreas, the inflammatory cytokines in the serum, and myeloperoxidase activity in the lung.CONCLUSION： The p38 MAPK signaling pathway is involved in the regulation of inflammatory response and the expression of HSP60 and HSP70 in acute pancreatitis.

Effect of low-dose radiation on thyroid function and the gut microbiota

BACKGROUND The thyroid-gut axis has a great influence on the maintenance of human health;however,we know very little about the effects of low-dose ionizing radiation(LDR) on thyroid hormone levels and gut microbiota composition.AIM To investigate the potential effects of low-dose X-ray radiation to male C57BL/6J mice.METHODS Peripheral blood was collected for enzyme-linked immunosorbent assay(ELISA),and stool samples were taken for 16S ribosomal RNA(rRNA) gene sequencing after irradiation.RESULTS We found that LDR caused changes in thyroid stimulating hormone(TSH) levels in the irradiated mice,suggesting a dose-dependent response in thyroid function to ionizing radiation.No changes in the diversity and richness of the gut microbiota were observed in the LDR-exposed group in comparison to the controls.The abundance of Moraxellaceae and Enterobacteriaceae decreased in the LDR-exposed groups compared with the controls,and the Lachnospiraceae abundance increased in a dose-dependent manner in the radiated groups.And the abundances of uncultured_bacterium_g_Acinetobacter,uncultured_bacterium_o_Mollicutes_RF39,uncultured_bacterium_g_Citrobacter,and uncultured_bacterium_g_Lactococcus decreased in the radiated groups at the genus level,which showed a correlation with radiation exposure and diagnostic efficacy.Analysis of functional metabolic pathways revealed that biological metabolism was predicted to have an effect on functional activities,such as nucleotide metabolism,carbohydrate metabolism,and glycan biosynthesis and metabolism.Furthermore,Kyoto Encyclopedia of Genes and Genomes pathway annotation also suggested that changes in the gut microbiota were related to processing functions,including translation,replication and repair.CONCLUSION LDR can change thyroid function and the gut microbiota,and changes in the abundances of bacteria are correlated with the radiation dose.