Objective:To investigate the relationship of pks gene islands with virulence genes, capsular serotypes and biofilm formation in Klebsiella pneumoniae ( Kp). Methods:A total of 113 Kp clinical isolates were collected in the First Affiliated Hospital of Fujian Medical University and divided into two groups based on the presence of pks gene islands: pks+ and pks- groups. The hypermucoviscous (HM) phenotype was detected by string test. Five virulence genes ( peg-344, rmpA, rmpA2, iucA, iroB) and six common capsular serotypes (K1, K2, K5, K20, K54, K57) were detected by polymerase chain reaction (PCR). The biofilm formation ability was measured by crystal violet staining. Results:Among the 113 Kp isolates, 46 were pks+ strains and 67 were pks- strains. The detection rate of HM phenotype was higher in the pks+ group than in the pks- group [87.0% (40/46) vs 43.3% (29/67)]. The detection rates of virulence genes ( peg-344, rmpA, rmpA2, iucA, iroB) and K1 serotype in the pks+ group were also higher than those in the pks- group ( P<0.05). The biofilm formation ability of the pks+ strains was higher than the pks- strains ( P<0.05). Conclusions:Kp strains carrying pks gene islands were likely to display a HM phenotype and mainly belonged to the K1 serotype. Most of the pks+Kp strains carried the virulence genes of peg-344, rmpA, rmpA2, iucA and iroB, and had a greater ability to form biofilms.

Objective To investigate the protective mechanism of Wenyang Fuyuan Prescription on nerve injury by improving brain iron metabolism in rats with cerebral ischemia-reperfusion injury(CIRI)based on ferroptosis.Methods A total of 72 SD rats were randomly divided into sham-operation group,CIRI model group,Wenyang Fuyuan Prescription group(18.0 g·kg-1,gavage),ferroptosis inducer group(100 mg·kg-1,intraperitoneal injection),Wenyang Fuyuan Prescription(18.0 g·kg-1,gavage)+ ferroptosis inducer group(intraperitoneal injection)and ferroptosis inhibitor group(5 mg·kg-1,intraperitoneal injection),12 rats in each group.All the procedures adopted in the sham group were the same as those in the model group.But nylon thread was inserted into the internal carotid artery at a depth of 9 mm and un-plugged middle cerebral artery.The rest of the groups were used to construct middle cerebral artery occlusion/reperfusion(MCAO/R)model by thread embolism method.Ferroptosis inducer(100 mg·kg-1)and ferroptosis inhibitor(5 mg·kg-1)were administered intraperitoneally to rats according to the grouping 24 hours before modeling.Wenyang Fuyuan Prescription(18.0 g·kg-1)was administered by gavage 2 hours after anesthesia and awakening.All intervention were given once daily for 7 consecutive days.The Longa scoring standard was used to evaluate the neurological deficit on 1,3,and 7 days after MCAO/R surgery,respectively.At the end of the treatment period,brain tissues were taken to observe the morphological changes of rat neurons in each group by hematoxylin eosin staining(HE).The ultrastructural changes of neuron mitochondria in each group were observed by transmission electron microscope.The biochemical kit was used to detect the content of iron ions(Fe2+)and reduced glutathione(GSH)in brain tissue.The protein and mRNA expressions of transferrin receptor 1(TFR1),iron regulatory protein 1(IRP1)and ferroportin(FPN)were detected by real-time quantitative polymerase chain reaction(RT-qPCR)and Western Blot.Results① Compared with sham group,the neurological deficit scores of rats in model group increased at each time point(P＜0.01).HE staining showed neurons were sparse and disordered,the nuclei underwent pyknosis,and vacuoles appeared at the edges.Under electron microscopy,it was observed that the number of neuronal mitochondria decreased,the density of mitochondrial membranes increased,massive numbers of mitochondrial membranes ruptured and dissolved,and mitochondrial cristae disappeared.The content of Fe2+,both mRNA and protein expressions of TFR1 were significantly increased(P＜0.01),while GSH content,as well as expressions of mRNA and protein for IRP1 and FPN were significantly decreased(P＜0.05,P＜0.01).② Compared with the model group,the neurological deficit scores of rats in the Wenyang Fuyuan Prescription group decreased at various time points(P＜0.05).The number of neurons increased,their arrangement was relatively neat,the morphology of the nucleus is complete and clear,the mitochondrial structure of neurons was relatively complete,the mitochondrial membrane was relatively intact,and the mitochondrial cristae were clear.The content of Fe2+,both mRNA and protein expressions of TFR1 were decreased(P＜0.05,P＜0.01),while GSH content,as well as expressions of mRNA and protein for IRP1 and FPN increased(P＜0.05,P＜0.01).③ Compared with the Wenyang Fuyuan Prescription group,the neurological deficit scores of rats in ferroptosis inducer group and the Wenyang Fuyuan Prescription + ferroptosis inducer group increased at all time points(P＜0.05).Distribution of neurons was in disorder,the nucleus shrinked,and vacuoles appeared at the edges.The density of mitochondrial membranes increased,some ruptured and dissolved mitochondrial membranes were found.The number of mitochondria decreased and mitochondrial cristae disappeared.The content of Fe2+,both TFR1 mRNA and protein expression increased(P＜0.05,P＜0.01),while the content of GSH,as well as expressions of mRNA and protein for IRP1 and FPN decreased(P＜0.05,P＜0.01).However,there was no statistically significant difference in all observed indicators between the ferroptosis inhibitor group and the Wenyang Fuyuan Prescription group(P＞0.05).Conclusion Wenyang Fuyuan Prescription can improve the neurological function and pathological damage of CIRI rats.Its mechanism may be related to regulating the expression of IRP1 protein,improving the brain iron metabolism pathway,and inhibiting ferroptosis.

Non-small cell lung cancer is one of the cancers with the highest incidence and mortality rate in the world, and precise prognostic models can guide clinical treatment plans. With the continuous upgrading of computer technology, deep learning as a breakthrough technology of artificial intelligence has shown good performance and great potential in the application of non-small cell lung cancer prognosis model. The research on the application of deep learning in survival and recurrence prediction, efficacy prediction, distant metastasis prediction, and complication prediction of non-small cell lung cancer has made some progress, and it shows a trend of multi-omics and multi-modal joint, but there are still shortcomings, which should be further explored in the future to strengthen model verification and solve practical problems in clinical practice.