Objective To develop multimodal joint cognitive representations for the research of visual cognitive activities of the brain,enhance the classification performance of visual information cognitive representations,predict brain electro-encephalogram(EEG)responses from visual image features,and decode visual images from EEG signals.Methods A architecture combining a multimodal variational autoencoder network with the Mixture of Product Experts(MoPoE)approach and with a style generation adversarial network based on adaptive discriminator augmentation(Style-GAN2-ADA)was used for facilitating the learning of cognitive representations and the encoding and decoding of EEG signals.This framework not only catered to classification tasks but also enabled cross-modal generation of images and EEG data.Results The present study integrated features from different modalities,enhancing the classification accuracy of cognitive representations of visual information.By aligning the feature spaces of diverse modalities into a cohesive latent space,cross-modal generation tasks were made possible.The cross-modal generation results of EEG and images,derived from this unified latent space,outperformed the one-way mapping methods that involved transition from one modality to another employed in previous research.Conclusion This study effectively integrates and aligns information from various modalities,enabling the classification performance of joint cognitive representations beyond any single modality.Moreover,the study demonstrates superior outcomes in cross-modal generation tasks compared to modality-specific unidirectional mappings,which is expected to offer a new line of thought for the effective unified encoding and decoding modeling of visual cognitive information in the brain.

The incidence of ulcerative colitis(UC)is on the rise globally,but its pathogenesis has not yet been clarified.Existing studies suggest that UC is closely related to genetic susceptibility,impaired intestinal epithelial barrier,abnormal immune response,intestinal flora dysbiosis and environmental factors.Intestinal flora has the functions of substance metabolism,nutrient absorption,energy conversion,immune regulation and maintenance of intestinal mucosal barrier,and has been proved to play an important role in UC.This article reviewed the progress of research on intestinal flora and its metabolites in UC,thus providing theoretical basis and new ideas for the diagnosis and treatment of UC.

Aim To investigate the relationship between carotid artery perivascular fat density and carotid artery stenosis,prognosis.Methods A total of 209 consecutive patients with extracranial internal carotid artery stenosis in Taizhou Central Hospital(Taizhou University Affiliated Hospital)were retrospectively included from January 2017 to Janu-ary 2021.The carotid artery perivascular fat density in the narrowest axial layer and in the same contralateral axial layer was evaluated by computed tomography angiography.Clinical data of patients were collected.The stenosis was graded according to the guidelines.Symptomatic carotid stenosis was determined according to the medical history.The patients were followed up for one year.Results Carotid artery perivascular fat density was 4.2％higher on the stenosis side than those on the opposite side(P＜0.001).The fat density increased with the stenosis severity.On the stenosis side,carotid artery perivascular fat density was 6.25％higher in symptomatic patients than that in asymptomatic patients(P=0.015).In asymptomatic patients,perivascular fat density in patients with stenosis related cerebrovascular events oc-curred within 1 year was 12.4％higher than that in patients without related cerebrovascular events(P=O.017),and the difference remained after adjusting the clinical parameters by Logistic regression analysis(OR=1.060,95％CI:1.006～1.117,P=0.028).Conclusions Carotid artery perivascular fat density is positively correlated with the degree of ca-rotid stenosis.Patients with symptomatic carotid artery stenosis or recurrent related ischemic cerebrovascular outcome e-vents have higher carotid artery perivascular fat density.

Objective:To analyze the expression levels and clinical significance of interferon (IFN)-α/β in the renal cortex and serum of children with lupus nephritis (LN).Methods:A total of 32 children with LN diagnosed in the pediatric nephrology department of the Second Xiangya Hospital of Central South University from December 2017 to September 2020 were selected as the study subjects (LN group). The normal kidney control group consisted of 3 normal kidney transplant volunteers who underwent biopsy of kidney tissue (normal kidney control group), while 14 healthy children who underwent physical examination were collected as the normal control group. According to the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI), LN patients were divided into mild activity group ( n=8), moderate activity group ( n=9), and severe activity group ( n=15). According to the International Society of Nephrology/Society of Nephrology (ISN/RPS) 2003 LN classification criteria, pathological classification was performed (3 cases in the mild pathological damage group, 8 cases in the moderate pathological damage group, and 11 cases in the severe pathological damage group); Immunohistochemistry was used to detect the expression and distribution of IFN-α/β in glomeruli and renal interstitium; Enzyme linked immunosorbent assay (ELISA) was used to detect the concentration of IFN-α/β in serum samples and analyze its correlation with the pathological classification and disease activity of LN patients. Results:The serum and renal cortex IFN-α/β levels in the LN group were higher than those in the normal control group and normal kidney control group, respectively (all P<0.05). The average level of serum IFN-α/β in the heavy activity group was higher than that in the light and moderate activity groups (all P<0.05). The serum and renal cortex IFN-α/β levels in the severe pathological damage group were significantly higher than those in the mild and moderate pathological damage groups (all P<0.05). Conclusions:IFN-α/β in the renal cortex is closely related to renal injury in LN; Serum IFN-α/β can assist in evaluating the disease activity level of LN to a certain extent.

Objective:To investigate the mechanism by which non-enterotoxin-producing Bacteroides fragilis (NTBF) inhibits TNF-α-induced inflammatory responses in human normal colonic epithelial cells hcoEPIC, and explore new probiotic therapies for the prevention and treatment of colitis. Methods:The co-culture system of NTBF and hcoEPIC cells was established, and the adhesion and invasion ability of NTBF were detected, respectively. TNF-α was added to induce cellular inflammation after 4 h of co-culture of NTBF and hcoEPIC cells, and cell survival and apoptosis were detected by the CCK-8 assay and the AnnexinⅤ-FITC/PI assay respectively after 24 h. Key proteins of the NF-κB signalling pathway in hcoEPIC cells in different treatment groups were detected by Western blot and RT-qPCR, and the expression of downstream cytokines of this pathway incluing IL-1β, TNF-α and IL-10 were detected by ELISA. The effect of NTBF intervention on dextran sodium sulfate(DSS)-induced colitis mice was assessed by in vivo animal experiments. Results:NTBF adhered to hcoEPIC cells, and was non-toxic to the cells. Compared with control group, NTBF treatment alone did not affect cell survival and apoptosis of hcoEPIC cells ( P>0.05), but significantly reduced cell damage and apoptosis induced by TNF-α ( P<0.05); Compared with the TNF-α treatment alone group, the expression levels of p-NF-κB p65 and p-IκBα protein as well as NF-κB and IκBα mRNA were significantly reduced ( P<0.05); the production of IL-1β and TNF-α in the cell supernatant was reduced and the release of IL-10 was increased ( P<0.05). Animal experiments demonstrated that NTBF was indeed effective in alleviating DSS-induced colitis in ulcerative colitis model mice, which was mainly manifested by inhibiting weight loss, lowering DAI scores, improving colonic shortening, and attenuating colonic pathological damage in colitis-induced mice. Conclusions:NTBF may inhibit TNF-α-induced inflammatory responses in colonic epithelial cells by down-regulating the NF-κB pathway.

Owing to the inherent shortcomings of traditional therapeutic drugs in terms of inadequate therapeutic efficacy and toxicity in clinical treatment, nanomedicine designs have received widespread attention with significantly improved efficacy and reduced non-target side effects. Nanomedicines hold tremendous theranostic potential for treating, monitoring, diagnosing, and controlling various diseases and are attracting an unfathomable amount of input of research resources. Against the backdrop of an exponentially growing number of publications, it is imperative to help the audience get a panorama image of the research activities in the field of nanomedicines. Herein, this review elaborates on the development trends of nanomedicines, emerging nanocarriers, in vivo fate and safety of nanomedicines, and their extensive applications. Moreover, the potential challenges and the obstacles hindering the clinical translation of nanomedicines are also discussed. The elaboration on various aspects of the research trends of nanomedicines may help enlighten the readers and set the route for future endeavors.

Objective To identify the eye movement characteristics that can distinguish reading interest and comprehensibilityin order to provide reference for prediction of reading interest and comprehensibility based on eye movement.Methods Tobii Glasses 3 was used to collect eye tracking data from 11 participants who read 12 texts on different topics.After reading all the texts,the participants marked each sentence with theirlevels of interest and comprehensibility.Then,Python R and excel software were used to preprocess and analyze the data,and the differences in eye movementamid the four combinations of reading interest(interested or not)and comprehensibility(levels of difficulty)were studiedat overall and individual levels.Results At the overall level,there were statistically significant differences in eye movement between the easy comprehension group and the difficult comprehensiongroup where interest was concerned,but there was little difference between the interested group and the disinterested groupwhen it came to comprehensibility.There were differences in eye movement behavior between individuals,and some of the statistically significant differences in eye movement were consistent across most of the participants.In addition,some of the eye movement characteristicswere oppositeacross different individuals or could not distinguish between the interested and disinterested at the overall level,but could be distinguished within individuals.Conclusion At the overall level,it is relatively easy to determine comprehensibility through eye movement,but it is more difficult to distinguish whether the participant is interested in the sentence or not,especially when the text is easily comprehensible.At the individual level,eye movement behavior varies widely between individuals,and individuals manifest different characteristics in distinguishing reading interest and comprehensibility.

Objective : To establish a laboratory model of heroin addiction in C57BL /6 mice based on associative learning mechanisms． Methods: The black box and white box were selected as the memory training environment， and three behavioral training paradigms were studied : ① Pavlovian conditional position preference ( CPP) training paradigm，mice were placed in the white box for memory reinforcement training for 30 min after intraperitoneal injection of 0. 1 ml of corresponding concentrations (5. 0，10. 0，20. 0 mg / kg) of heroin at 9 :00 a．m．，and 24 h later 0. 1 ml of 0. 9% NaCl solution was injected intraperitoneally into the black box for training，and after the training，the mice were tested for their memory preference for the black and white boxes (movement time of different boxes) . ② A naloxone conditional position aversion ( CPA) training paradigm was conductedbased on the results of the CPP training paradigm. ③ Behavioral sensitization training paradigm，heroin addiction rating scale was established based on the statistical results of 3 behavioral experiments and the lethality of experimental animal disease mice after drug administration．Three different doses of heroin (5. 0，10. 0，20. 0 mg / kg) were selected to induce heroin addiction，and the most appropriate heroin concentration was selected by the results on the rating scale. Results: In the CPP training paradigm，CPP was observed in all heroin groups (P＜0. 05，P＜0. 001，P＜0. 05) ．In the CPA training paradigm，the CPA induction rate was highest in the 10. 0 mg / kg heroin group compared to the control group (P ＜0. 01 ) ．In the behavioral sensitization training paradigm ，all heroin groups caused behavioral sensitization changes (P＜0. 001) ; but the 5. 0 and 10. 0 mg / kg heroin groups did not cause animal mortality．Overall，the 10. 0 mg / kg heroin group had the highest dose score on the rating scale．It could be used as a concentration to establish a stable experimental animal model of heroin addiction． Conclusion The study was effective in establishing a heroin addiction model in mice，and it was suitable for modeling drug concentration screening，with high animal survival rate and simple and practical．The combined learning mechanism can effectively shorten the model establishment period.

Objective: To establish a rat model of preeclampsia (PE) in early pregnancy and to observe the changes in phenotype，pregnancy outcome and cognitive ability of offspring． Methods : The pregnant rats were randomly divided into model group and control group．Ultra-low dose lipopolysaccharide (LPS) (0. 5 μg / kg) and an equal volume of normal saline were injected into the tail vein of pregnant rats on the fifth day of pregnancy．The levels of blood pressure ，12-hour urinary protein ，peripheral blood coagulation factors and placental cytokines in the two groups were measured．Furthermore，placental pathology，pregnancy outcomes，and cognitive abilities of offspring were observed. Results: Blood pressure and urinary protein levels of model group were significantly higher than those of control group levels．Compared with the control group，the levels of platelet and antithrombin Ⅲ (AT Ⅲ) in the peripheral blood of pregnant rats in the model group were lower than those in the control group，while D-dimer was higher than that in the control group，the weight of the fetus and placenta in the model group decreased (P ＜0. 001) ，the expression levels of interleukin ( IL) -6，tumor necrosis factor α ( TNF-α) and interferon gamma (INF-γ) in peripheral blood increased，while the expression level of transforming growth factor β1 (TGF-β1) decreased(P＜0. 001) ．The water maze test showed that the latency of the offspring of the model group to the plat- form was longer than that of the control group (P＜0. 05) ，while the frequency of crossing the platform quadrant and the time of staying in the platform quadrant of the model group were lower than those of the control group (P < 0. 05 ) ．HE and PAS staining showed that there were infiltration of inflammatory cells in the basal layer of placenta， obvious decrease of blood vessels in labyrinthine area，slight edema of renal interstitium and degeneration of local renal tubular epithelial cells in the model group，while there were no above pathological changes in placenta and kidney in the control group． Conclusion A single injection of LPS in early pregnancy can successfully induce PE- related symptoms and adverse pregnancy outcomes such as fetal growth restriction and lead to the decline of cogni- tive ability of offspring.

Objective:To investigate the mechanism of cyclic AMP receptor protein (CRP) in regulating the siderophore enterobactin-related gene entC of carbapenem-resistant Klebsiella pneumoniae (CRKP). Methods:A mutant strain with crp gene deletion strain (Δ crp) and a complementary strain (c-Δ crp) were constructed using CRKP-27 as the wild-type strain. The influence of CRP on the secretion of siderophore by CRKP was analyzed by chrome azurol sulfonate (CAS) quantitative assay. RT-qPCR and lacZ reporter gene fusion assay were used to detect the regulatory effect of CRP on entC gene expression and its promoter. Electric mobility shift assay (EMSA) was performed to detect the binding of CRP to the entC promoter region and the binding sequence was analyzed by DNase Ⅰ footprinting assay. Results:The Δ crp and c-Δ crp strains were successfully constructed. Compared with the wild-type and c-Δ crp strains, the Δ crp strain could secrete more siderophore under both normal and iron-deficient conditions, but the difference was statistically significant only under normal condition ( P<0.05). The relative expression of entC gene at mRNA level was significantly lower in the Δ crp strain than that in the wild-type and c-Δ crp strains under both normal and iron-deficient conditions (both P<0.05). The promoter of entC gene in the Δ crp strain was less active than that in the wild-type and c-Δ crp strains under both normal and iron-deficient conditions (both P<0.05). EMSA showed that with the increase of CRP protein, the distance of entC probe from the positive pole was shortened and blocked. DNase Ⅰ footprinting assay further identified the specific binding site of the entC promoter region to CRP as 5′-AAGGTGATAAATGCGTCTCATTTTCAA-3′. Conclusions:The CRP protein in CRKP could specifically bind to the entC promoter region and directly promote its expression at transcriptional level.