BACKGROUND: There is little literature describing the artificial intelligence (AI)-aided diagnosis of severe pneumonia (SP) subphenotypes and the association of the subphenotypes with the ventilatory treatment efficacy. The aim of our study is to illustrate whether clinical and biological heterogeneity, such as ventilation and gas-exchange, exists among patients with SP using chest computed tomography (CT)-based AI-aided latent class analysis (LCA). METHODS: This retrospective study included 413 patients hospitalized at Xinhua Hospital diagnosed with SP from June 1, 2015 to May 30, 2020. AI quantification results of chest CT and their combination with additional clinical variables were used to develop LCA models in an SP population. The optimal subphenotypes were determined though evaluating statistical indicators of all the LCA models, and clinical implications of them such as guiding ventilation strategies were further explored by statistical methods. RESULTS: The two-class LCA model based on AI quantification results of chest CT can describe the biological characteristics of the SP population well and hence yielded the two clinical subphenotypes. Patients with subphenotype-1 had milder infections ( P <0.001) than patients with subphenotype-2 and had lower 30-day ( P <0.001) and 90-day ( P <0.001) mortality, and lower in-hospital ( P = 0.001) and 2-year ( P <0.001) mortality. Patients with subphenotype-1 showed a better match between the percentage of non-infected lung volume (used to quantify ventilation) and oxygen saturation (used to reflect gas exchange), compared with patients with subphenotype-2. There were significant differences in the matching degree of lung ventilation and gas exchange between the two subphenotypes ( P <0.001). Compared with patients with subphenotype-2, those with subphenotype-1 showed a relatively better match between CT-based AI metrics of the non-infected region and oxygenation, and their clinical outcomes were effectively improved after receiving invasive ventilation treatment. CONCLUSIONS A two-class LCA model based on AI quantification results of chest CT in the SP population particularly revealed clinical heterogeneity of lung function. Identifying the degree of match between ventilation and gas-exchange may help guide decisions about assisted ventilation.
Humans ; Tomography, X-Ray Computed/methods* ; Male ; Female ; Retrospective Studies ; Middle Aged ; Artificial Intelligence ; Aged ; Pneumonia/diagnosis* ; Latent Class Analysis ; Adult

Chemotherapy-induced peripheral neurotoxicity (CIPN) is a severe dose-limiting adverse event of chemotherapy. Presently, the mechanism underlying the induction of CIPN remains unclear, and no effective treatment is available. In this study, through metabolomics analyses, we found that nab-paclitaxel therapy markedly increased serum serotonin [5-hydroxtryptamine (5-HT)] levels in both cancer patients and mice compared to the respective controls. Furthermore, nab-paclitaxel-treated enterochromaffin (EC) cells showed increased 5-HT synthesis, and serotonin-treated Schwann cells showed damage, as indicated by the activation of CREB3L3/MMP3/FAS signaling. Venlafaxine, an inhibitor of serotonin and norepinephrine reuptake, was found to protect against nerve injury by suppressing the activation of CREB3L3/MMP3/FAS signaling in Schwann cells. Remarkably, venlafaxine was found to significantly alleviate nab-paclitaxel-induced CIPN in patients without affecting the clinical efficacy of chemotherapy. In summary, our study reveals that EC cell-derived 5-HT plays a critical role in nab-paclitaxel-related neurotoxic lesions, and venlafaxine co-administration represents a novel approach to treating chronic cumulative neurotoxicity commonly reported in nab-paclitaxel-based chemotherapy.
Paclitaxel/toxicity* ; Animals ; Albumins/adverse effects* ; Serotonin/metabolism* ; Mice ; Humans ; Male ; Female ; Venlafaxine Hydrochloride/therapeutic use* ; Neurotoxicity Syndromes/metabolism* ; Middle Aged ; Schwann Cells/metabolism* ; Peripheral Nervous System Diseases/drug therapy* ; Antineoplastic Agents

Objective To observe and analyze the application of project achievement style quality control circle in constructing an outpatient intelligent pharmacy pre-job training model,and provide new ideas and systematic solutions for pre-job training of new pharmacists in intelligent pharmacies.Methods 70 pharmacists who were newly employed in outpatient pharmacy of Yantai Yuhuangding Hospital from January 2023 to March 2024 and had no working experience in this position were selected and divided into two groups(the control group and the experimental group)by random draw method.The control group implemented the traditional training mode,and the experimental group adopted the new mode of pre-job training of outpatient intelligent pharmacy constructed by project achievement style quality control circle.The theoretical,skill,and practical examination results at the end of the training period and the satisfaction with training of the newly-appointed pharmacists were collected.Results The assessment scores of theory,skills and practice,and the results of satisfaction with the training of newly recruited pharmacists in the experimental group were significantly higher than those of the control group(P＜0.05).Conclusion The new model of pre-job training for new pharmacists in the outpatient intelligent pharmacy has great advantages in the design of the training program,standardization of the training content,reasonable arrangement of the training cycle,and innovation of the training mode,which improves the pharmacists'satisfaction with the training and achieves good training results.

Objective To investigate the effects of pretreatment with Xuebijing injection on renal tubular injury in rats with contrast-induced acute kidney injury(CI-AKI).Methods Twenty-four Sprague-Dawley(SD)rats were selected and divided into normal group,model group,control group,and treatment group according to the random number table method,with 6 rats in each group.The animal model of CI-AKI was prepared by adopting iohexol,and the normal group was not subjected to any treatment.The rats in the treatment group were injected with Xuebijing injection via the tail vein 15 hours before modeling until 24 hours after modeling.The injection volume was 10 mL/kg for every 6 hours.The control group was injected with normal saline at the same time point.After 24 hours of modeling,the urine of rats in each group was collected to determine the levels of blood urea nitrogen(BUN)and urine N-acetyl-β-D-gluco-aminidase(uNAG),and the blood was collected to determine the levels of serum creatinine(SCr).Then the rats were killed and the kidney tissues were extracted,and then stained with hematoxylin-eosin(HE),and the pathological changes of the kidney tissues were observed under the light microscope.Results BUN,SCr and uNAG were significantly higher in the model group than those in the normal group[BUN(μmol/L):37.29±6.18 vs.6.37±1.19,SCr(mmol/L):30.43±4.44 vs.14.90±1.61,uNAG(U/L):47.77±4.71 vs.11.32±3.62,all P<0.01];BUN,SCr and uNAG levels were obviously decreased in the treatment group compared to the model group[BUN(μmol/L):9.45±3.04 vs.37.29±6.18,SCr(mmol/L):19.83±2.16 vs.30.43±4.44,uNAG(U/L):21.70±6.21 vs.47.77±4.71,all P<0.05],however,BUN and uNAG in the treatment group were still significantly higher than those in the normal group[BUN(μmol/L):9.45±3.04 vs.6.37±1.19,uNAG(U/L):21.70±6.21 vs.11.32±3.62,P<0.05 or P<0.01];SCr in the treatment group was not statistically significant compared to the normal group(μmol/L:19.83±2.16 vs.14.90±1.61,P>0.05).Under the light microscope,the renal tubular epithelial cells at the junction of cortex and dermatomedulla in the kidneys of the model group were obviously vacuolated,accompanied by cell detachment and necrosis,and the tubules were dilated,with no obvious lesions in the glomeruli.The degree of damage in the control group and the treatment group was reduced compared with that in the model group.The degree of renal tubular damage in the model group was higher than that in the normal group;while the degree of renal tubular damage in the control group was significantly lower than that in the model group;and the degree of renal tubular damage in the treatment group was lower than that in the model group.There was no statistically significant difference in the degree of renal tubular damage between the treatment group and the control group.Conclusion Xuebijing injection may exert a protective effect on renal function in rats with CI-AKI by attenuating renal tubular injury.

Objective To investigate the regulatory effect of small interfering RNA(siRNA)silencing zinc finger protein A20 on pyroptosis of rheumatoid arthritis(RA)fibroblast-like synoviocytes(HFLS-RA).Methods Hu-man FLS-RA cell line MH7A cells were cultivated,A20 siRNA silencing group was synthesized for knocking down the human A20 gene,and then specific A20 gene siRNA and siRNA-NC(negative control)were transfected into MH7A cells using liposome method.RT-qPCR was applied to detect the expression of NLRP3 and Caspase-1 mRNA in cells.The protein expression of NLRP3 and Caspase-1 was detected by Western blot,and IL-1β and IL-18 in cell culture medium were detected by ELISA method.Transmission electron microscopy(TEM)was used to detect pyroptosis.Results After A20 knockdown,the mRNA and expression of NLRP3 and Caspase-1 in MH7A cells in the siRNA-A20 group were significantly increased as compared with the siRNA-NC group(P＜0.01).The concentration of IL-1β and IL-18 in the cell culture supernatant of the siRNA-A20 group was sig-nificantly increased compared with the siRNA-NC group(P＜0.01).Compared with the siRNA-NC group,some cells in the siRNA-A20 group showed swollen and ruptured.The integrity of the cell membrane was also lost,and a large area of edema was present in the cell.In addition,a blurred depression of the local nuclear membrane was noted,while an increase in heterochromatin pyknosis was accompanied by their uneven distribution as well as their aggregation around the nuclear membrane.Conclusions Silencing of A20 gene with siRNA might promote NLRP3/Caspase-1 mediated pyroptosis in HFLS-RA,which lays an experimental foundation for new clinical treatment meth-ods of RA.

Clinical researches including the Mayo Anesthesia Safety in Kids (MASK) study have found that children undergoing multiple anesthesia may have a higher risk of fine motor control difficulties. However, the underlying mechanisms remain elusive. Here, we report that erythropoietin receptor (EPOR), a microglial receptor associated with phagocytic activity, was significantly downregulated in the medial prefrontal cortex of young mice after multiple sevoflurane anesthesia exposure. Importantly, we found that the inhibited erythropoietin (EPO)/EPOR signaling axis led to microglial polarization, excessive excitatory synaptic pruning, and abnormal fine motor control skills in mice with multiple anesthesia exposure, and those above-mentioned situations were fully reversed by supplementing EPO-derived peptide ARA290 by intraperitoneal injection. Together, the microglial EPOR was identified as a key mediator regulating early synaptic development in this study, which impacted sevoflurane-induced fine motor dysfunction. Moreover, ARA290 might serve as a new treatment against neurotoxicity induced by general anesthesia in clinical practice by targeting the EPO/EPOR signaling pathway.
Animals ; Sevoflurane/toxicity* ; Microglia/drug effects* ; Anesthetics, Inhalation/adverse effects* ; Mice ; Mice, Inbred C57BL ; Receptors, Erythropoietin/metabolism* ; Neuronal Plasticity/drug effects* ; Male ; Prefrontal Cortex/drug effects* ; Erythropoietin/pharmacology* ; Signal Transduction/drug effects*

Objective:To explore the effect of stepwise rehabilitation training combined with music therapy in postoperative patients with lumbar disc herniation.Methods:From April 2019 to April 2021, a total of 176 postoperative patients with lumbar disc herniation admitted to People's Hospital of Zhengzhou were selected as study subjects using convenience sampling method, 81 patients admitted from April 2019 to April 2020 were set as the control group, and 95 patients admitted from May 2020 to April 2021 were set as the observation group. The control group received routine nursing, while the observation group received stepwise rehabilitation training combined with music therapy on the basis of the control group. The scores of depression, anxiety, pain, and Oswestry Disability Index were compared between two groups at 1 day, 14 days, 1 month, 3 months, and 6 months after surgery.Results:At 1 month, 3 months, and 6 months after surgery, the depression and anxiety scores of the observation group were lower than those of the control group, and the differences were statistically significant ( P<0.05). The results of repeated measurement analysis of variance showed that, there were interaction, inter group and time effects in depression and anxiety scores between the two groups, and the differences were statistically significant ( P<0.05). At 14 days, 1 month, 3 months, and 6 months after surgery, the pain and Oswestry Disability Index scores of the observation group were lower than those of the control group, with statistically significant differences ( P<0.05). The results of repeated measurement analysis of variance showed that, there were interaction, inter group and time effects in pain and Oswestry Disability Index scores between the two groups, with statistically significant differences ( P<0.05) . Conclusions:Stepwise rehabilitation training combined with music therapy can alleviate the negative emotions of postoperative patients with lumbar disc herniation, reduce postoperative pain, and improve the rehabilitation effect, which is worthy of clinical promotion and practice.

Objective:This retrospective, single-center study aimed to evaluate the efficacy and safety of programmed death-1 (PD-1) inhibitors, either as monotherapy or in combination with chemotherapy, in the management of relapse/refractory classical Hodgkin's lymphoma (R/R cHL) .Methods:A total of 35 patients with R/R cHL who received treatment at the Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College from September 2016 to December 2020 were enrolled in this study. Among them, 17 patients received PD-1 inhibitor monotherapy (PD-1 inhibitor group), while 18 patients received a combination of PD-1 inhibitor and chemotherapy (PD-1 inhibitor + chemotherapy group). Clinical data and follow-up information were retrospectively analyzed, and survival analysis was conducted using the Kaplan-Meier method and Cox proportional hazards model.Results:The median age of the 35 patients with R/R cHL was 29 years (range: 11-61 years), with 54.3% being male. According to the Ann Arbor staging system, 62.9% of patients presented with advanced (stage Ⅲ/Ⅳ) disease, and 48.6% had extranodal involvement. Before PD-1 inhibitor therapy, the median number of prior lines of therapy was 2 (range: 1-3). Objective responses were observed in 28 patients, including 22 complete response (CR) cases, resulting in an overall response rate (ORR) of 80.0% and a CR rate of 62.9%. Specifically, the ORR and CR rates were 64.7% and 58.8%, respectively, in the PD-1 inhibitor group and 94.4% and 66.7%, respectively, in the PD-1 inhibitor + chemotherapy group. Among the 18 patients who underwent sequential autologous hematopoietic stem cell transplantation (auto-HSCT) [13 CR and five partial response (PR) cases], eight patients received PD-1 inhibitor therapy after auto-HSCT as consolidation therapy. All patients maintained a CR status after transplantation, and they exhibited significantly improved progression-free survival (PFS) rates compared with those who did not undergo sequential auto-HSCT (4-year PFS rates: 100% vs 53.5% ; P=0.041). The incidence of immune-related adverse events was 29%, with only one patient experiencing grade≥3 adverse reactions, which indicated a favorable safety profile for the treatment approach. Conclusions:PD-1 inhibitor monotherapy demonstrates notable efficacy and sustained response in patients with R/R cHL. PD-1 inhibitors combined with chemotherapy significantly improve response rates. Additionally, for salvage therapy-sensitive patients, consolidation treatment with PD-1 inhibitors after auto-HSCT exhibits the potential for prolonging PFS.

Objective:To investigate the correlation between cognitive function and living ability of older adult patients living in a mining community.Methods:A total of 180 older adult patients living in a mining community who received treatment during July-October 2019 were included in this study. They were randomly divided into the low-age group (< 68 years old, n = 94) and the high-age group (≥ 68 years old, n = 86). Cognitive function and living ability were evaluated using the Mini-Mental State Examination (MMSE), The Montreal Cognitive Assessment (MoCA), and the Activity of Daily Living Scale (ADL). The relationship between cognitive function and living ability was investigated using hierarchical analysis and Pearson correlation analysis. Results:The proportions of older adult patients with abnormal cognitive function identified by the MMSE and MoCA were 39.4% and 66.0%, respectively in the low-age group, and they were 32.6% and 61.6%, respectively in the high-age group. The MoCA had a greater performance in identifying abnormal cognitive function in each group than the MMSE ( χ2 = 26.69, 10.18, both P < 0.001). There were no significant differences in proportions of older adult patients with abnormal cognitive function identified by the MMSE and MoCA between low-age and high-age groups ( χ2 = 0.90, 0.36, both P > 0.05). The proportion of older adult patients with abnormal living ability was not significantly different between low-age and high-age groups (4.3% vs. 10.5%, χ2 = 2.58, P > 0.05). Compared with patients negative for MMSE items, living ability and instrumental activity of daily living increased by 7.0% and 9.4% in low-age patients positive for MMSE items (both P < 0.05). Compared with patients negative for MoCA items, living ability increased by 3.5% in low-age patients positive for MoCA items ( P < 0.05). Correlation analysis revealed that total scores of MMSE and MoCA were significantly negatively correlated with ADL score ( r = -0.26, -0.27, both P < 0.001) and instrumental activity of daily living score ( r = -0.27, -0.27, P < 0.001). Conclusion:Cognitive function and living ability are correlated in older adult patients living in a mining community. We should pay attention to the screening results of cognitive disorder in older adult patients and improve their living ability by improving their cognitive function.