Drug resistance is one of the key factors affecting the effectiveness of cancer treatment methods, including chemotherapy, radiotherapy, and immunotherapy. Its occurrence is related to factors such as mRNA expression and methylation within cancer cells. If drug resistance in patients can be accurately identified early, doctors can devise more effective treatment plans, which is of great significance for improving patients' survival rates and quality of life. Cancer drug resistance prediction based on artificial intelligence (AI) technology has emerged as a current research hotspot, demonstrating promising application prospects in guiding clinical individualized and precise medication for cancer patients. This review aims to comprehensively summarize the research progress in utilizing AI algorithms to analyze multi-omics data including genomics, transcriptomics, epigenomics, proteomics, metabolomics, radiomics, and histopathology, for predicting cancer drug resistance. It provides a detailed exposition of the processes involved in data processing and model construction, examines the current challenges faced in this field and future development directions, with the aim of better advancing the progress of precision medicine.

Objective:To analyze the relationships among sense of coherence, social avoidance and distress, and severity of depressive symptoms in adolescent patients with depression.Methods:A total of 98 adolescent patients with depression hospitalized at the Affiliated Mental Health Center of Zhejiang University School of Medicine (Hangzhou Seventh People's Hospital) from June 2023 to January 2024 were selected by convenience sampling. The Center for Epidemiologic Studies Depression Scale (CES-D), the Sense of Coherence Scale-13 (SOC-13), and the Social Avoidance and Distress Scale (SADS) were used for assessment. Pearson correlation analysis was conducted to examine the correlations among severity of depressive symptoms, sense of coherence, and social avoidance and distress. A structural equation model was established using AMOS 23.0 software, and the mediating effect was verified by the percentile Bootstrap method with the PROCESS macro.Results:The CES-D total score of the 98 patients was (22.36±1.75) ; the SOC-13 total score was (55.02±3.38), with the highest dimension score in manageability (mean 4.38±0.52 per item). The SADS total score was (19.40±1.39), including a score of (10.26±0.98) for social avoidance and (9.14±1.01) for social distress. Pearson correlation analysis indicated that CES-D total score was negatively correlated with SOC-13 total score and positively correlated with SADS total score ( P<0.05). Mediation analysis showed that social avoidance and distress partially mediated the relationship between sense of coherence and severity of depressive symptoms in adolescents with depression, with a mediation effect value of -0.333, accounting for 62.95% of the total effect (-0.333/-0.529) . Conclusions:Adolescent patients with depression had a generally low level of sense of coherence and a high level of social avoidance and distress. Sense of coherence was negatively correlated with social avoidance and distress.

Objective The myocardial injury was induced by hypobaric hypoxia through regulating the expression of various proteins.The expression of proteins was mainly detected by western blot,but the selection of internal reference proteins and their variations have not been systematically studied.Methods Myocardial injury was induced in a low-pressure,low-oxygen chamber simulating an altitude of 6000 m,for 24 and 72 h.Establishment of the myocardial injury model was confirmed by hematoxylin eosin(HE)staining.Expression levels of internal control proteins,including vinculin,α-tubulin,eukaryotic translation initiation factor-5(EIF5),β-actin,glyceraldehyde-3-phosphate dehydrogenase(GAPDH),cyclophilin B,and cofilin,were detected by Western Blot and total protein expression was detected by Ponceau S and Coomassie Blue staining.An adult mouse cardiomyocytes(AMCMs)injury model was induced by hypoxia for 12 and 24 h and confirmed by terminal deoxynucleotidyl transferase dUTP nick end labeling(TUNEL staining).Internal control proteins were detected by Western Blot,as in the in vivo model,and total protein expression was detected by Ponceau S and Coomassie Blue staining.Results A myocardial injury model was established by hypobaric hypoxia for 24 and 72 h,the total protein expression levels remained consistent.The expression of internal control proteins including vinculin,EIF5,β-actin,cyclophilin B,and cofilin was consistent between the control and model groups.Expression levels of α-tubulin were similar in the plain control and 24 h hypobaric hypoxia group,but were significantly lower in the 72 h hypobaric hypoxia group compared with the plain control group.GAPDH expression was significantly higher in the 24 and 72 h hypobaric hypoxia groups than in the plain control group.An AMCM injury model was established by hypoxia for 12 and 24 h.Total protein levels and expression levels of the internal control proteins EIF5 and β-actin were consistent,but vinculin,α-tubulin,GAPDH,cyclophilin B,and cofilin expression levels were higher in both hypoxia groups compared with the normoxic control group.Conclusions EIF5 and β-actin may be the suitable loading control proteins for studies of hypobaric hypoxia-induced myocardial injury using Western Blot.Total protein is also a good choice for hypobaric hypoxia studies.

Tuberculosis remains a significant global public health threat.Early diagnosis and effective treatment are crucial to combat this disease.Yet,traditional diagnostic methods for tuberculosis face limitations due to their low sensitivity,extended detection periods,and dependence on sputum samples.Molecular diagnostic techniques,while offering higher sensitivity,still primarily rely on sputum samples,thereby impeding significant advancements in tuberculosis diagnosis.In clinical settings,there exists a pressing demand for diagnostic approaches that are not solely reliant on sputum samples.In recent years,extracellular vesicles(EVs),as emerging biomarkers,have demonstrated substantial potential in various diseases,including tumors and infectious diseases.A multitude of studies indicate that EVs also exhibit potential in the field of tuberculosis.This review provides an in-depth analysis of the biological characteristics of EVs and their role in the pathogenesis of tuberculosis.It systematically summarizes the progress and significance of EV-based biomarkers in tuberculosis diagnosis,treatment monitoring,and disease mechanism exploration,while addressing the challenges and future prospects in this field.The aim is to offer valuable insights and up-to-date research findings to researchers and clinicians engaged in tuberculosis-related studies.

AIM:To investigate the effect of Jianpi-Huayu decoction(JPHYD)combined with gemcitabine(GEM)on ferroptosis of pancreatic cancer PANC-1 cells and its mechanism.METHODS:PANC-1 cells were cultured in vitro,and CCK8 method was used to detect the cell viability after different concentrations of JPHYD and GEM,and ap-propriate concentrations were selected for follow-up experiments.EDU assay and clonogenesis assay were used to detect cell proliferation.The apoptosis rate was detected by flow cytometry.Intracellular reactive oxygen species(ROS)were de-tected by DCFH-DA fluorescent probe and lipid peroxidation was detected by BODIPY 581/591C11 staining.The contents of glutathione(GSH),ferrous ion(Fe2+)and malondialdehyde(MDA)in the cells were detected by the kit.The mRNA levels and protein expression levels of Nrf2,HO-1,SLC7A11,GPX4,TFR1 and ACSL4 were detected by RT-qPCR and Western blot.RESULTS:Compared with the control group,the cell viability of PANC-1 treated with JPHYD and GEM was significantly decreased in a concentration-dependent manner.And the combined use of the two can significantly im-prove the cytotoxic effect of GEM and have a synergistic effect;Compared with control group,JPHYD group,GEM group and JPHYD+GEM group can significantly reduce EDU positive efficiency,colony formation numbers and promote cell apoptosis,and the combined group has the most obvious effect.After adding JPHYD+GEM into the cells,the cells be-came rounded and the cell viability decreased.The addition of ferrostatin-1(Fer-1),an inhibitor of ferroptosis,had no significant effect on cell morphology and viability,and the co-treatment with JPHYD+GEM and Fer-1 could reverse the ef-fects of JPHYD+GEM on cell morphology and viability.Compared with control group and GEM group,JPHYD+GEM group can significantly increase the levels of intracellular reactive oxygen species(ROS)and lipid peroxidation,increase the levels of Fe2+and MDA,decrease the levels of GSH,further promote lipid peroxidation and induce ferroptosis.JPHYD+GEM also significantly down-regulated the mRNA and protein expressions of Nrf2,HO-1,SLC7A11 and GPX4,and up-regulated the mRNA and protein expressions of TFR1 and ACSL4.The addition of Fer-1 significantly reversed the activation of iron death in the combined treatment group and reversed its efficacy,and the difference was statistically signif-icant.CONCLUSION:Jianpi Huayu decoction and gemcitabine may induce ferroptosis of PANC-1 cells by inhibiting Nrf2/SLC7A11/GPX4 axis in vitro,thus playing a synergistic anticancer role.

Objective:To evaluate the efficacy of liposomal bupivacaine (LB) for sciatic nerve block in mice.Methods:Twenty-four healthy adult male C57BL/6 mice, aged 6-8 weeks, weighing 25-30 g, were divided into 4 groups ( n=6 each) using a random number table method: 1.33% LB 80 μl group (group A), 1.33% LB 40 μl group (group B), 0.66% LB 80 μl group (group C), and 0.66% LB 40 μl group (group D). The sciatic nerve block was performed using the corresponding concentration of LB or the equal volume of LB in each group. The mechanical paw withdrawal threshold (MWT) was measured using Von Frey filaments immediately after sciatic nerve block, at 5 min of block, and every 1 h until MWT recovered to the baseline level. The sciatic nerve block time-MWT curve was plotted to calculate the area under the curve (AUC). Results:The time-MWT curves exhibited similar bimodal characteristics in each group. From the time point immediately after the blockade to the first MWT peak after the blockade, there were no statistically significant differences in the AUC among the four groups ( P>0.05). From the first MWT peak to the first trough, the AUC was significantly greater in A group than in B, C and D groups and in B and C groups than in D group ( P<0.05). From the first trough to the second MWT peak, there was no significant difference in the AUC between A group and D group ( P>0.05), and the AUC was significantly greater in B and C groups than in A and D groups ( P<0.05). From the second MWT peak to the baseline level, the AUC was significantly greater in A group than in B, C and D groups ( P<0.05), and there was no significant difference in the AUC among B, C and D groups ( P>0.05). In the total duration of the sciatic nerve block, the AUC was significantly greater in A group than in B, C and D groups and in B and C groups than in D group ( P<0.05).There was no significant difference in the AUC between B group and C group ( P>0.05). Conclusions:LB exhibits characteristic bimodal changes when used for sciatic nerve block; higher concentrations and volume of LB result in stronger and longer-lasting block effects in mice.

Objective:To analyze the relationships among sense of coherence, social avoidance and distress, and severity of depressive symptoms in adolescent patients with depression.Methods:A total of 98 adolescent patients with depression hospitalized at the Affiliated Mental Health Center of Zhejiang University School of Medicine (Hangzhou Seventh People's Hospital) from June 2023 to January 2024 were selected by convenience sampling. The Center for Epidemiologic Studies Depression Scale (CES-D), the Sense of Coherence Scale-13 (SOC-13), and the Social Avoidance and Distress Scale (SADS) were used for assessment. Pearson correlation analysis was conducted to examine the correlations among severity of depressive symptoms, sense of coherence, and social avoidance and distress. A structural equation model was established using AMOS 23.0 software, and the mediating effect was verified by the percentile Bootstrap method with the PROCESS macro.Results:The CES-D total score of the 98 patients was (22.36±1.75) ; the SOC-13 total score was (55.02±3.38), with the highest dimension score in manageability (mean 4.38±0.52 per item). The SADS total score was (19.40±1.39), including a score of (10.26±0.98) for social avoidance and (9.14±1.01) for social distress. Pearson correlation analysis indicated that CES-D total score was negatively correlated with SOC-13 total score and positively correlated with SADS total score ( P<0.05). Mediation analysis showed that social avoidance and distress partially mediated the relationship between sense of coherence and severity of depressive symptoms in adolescents with depression, with a mediation effect value of -0.333, accounting for 62.95% of the total effect (-0.333/-0.529) . Conclusions:Adolescent patients with depression had a generally low level of sense of coherence and a high level of social avoidance and distress. Sense of coherence was negatively correlated with social avoidance and distress.

Objective The pathophysiological process of acute high-altitude hypoxia-induced lung injury affects protein expression levels,which are mainly evaluated by Western blot.No systematic study has investigated changes in internal control proteins as calibration loading amounts.Methods Lung injury at an altitude of 6000 m was induced in a low-pressure,low-oxygen chamber for 8,24,and 72 h using C57BL/6J mice.Establishment of the model was confirmed by hematoxylin and eosin staining.Expression levels of various internal control proteins,including vinculin,α-tubulin,eukaryotic translation initiation factor 5(EIF5),β-actin,and glyceraldehyde 3-phosphate dehydrogenase(GAPDH)were detected by Western blot,and total protein expression was detected by Coomassie blue staining.Furthermore,the lung injury model in vitro was establised by using,Bronchial epithelial cell(BZAS-2B)andhunman umbilical vein endothelial cells(HUVECS)confirmed by TUNEL staining.Expression levels of internal control proteins were detected by Western blot,and total protein expression was detected by Coomassie Blue staining.Results Acute 8,24,and 72 h hypoxic models were successfully established in lung tissue,demonstrating consistent total protein expression and stable levels of the internal reference proteins vinculin,α-tubulin,EIF5,andβ-actin.GAPDH expression was elevated in the HH8 h,HH24 h,and HH72 h groups compared with the normoxia(Nor)group,but only the increase at HH72 h groups was significant.Similarly,8,24,and 48 h hypoxic models were successfully established in BEAS-2B cells and HUVECs,with consistent total protein expression.In BEAS-2B cells,expression levels of the internal reference proteins β-actin and GAPDH were consistent with the normoxic control(NC)group,while vinculin,α-tubulin,and EIF5 expression levels were significantly reduced under hypoxic conditions for up to 24 h.In HUVECs,vinculin and α-tubulin expression levels were also consistent with the NC group,while EIF5,β-actin,and GAPDH expression levels were significantly reduced at 8 h and increased at 48 h.Conclusions Acute hypoxia induces lung tissue injury,and protein expression levels of the internal reference proteins vinculin,α-tubulin,EIF5,and β-actin are stable,making them suitable internal references for Western blot.Additionally,Western blot detected differential expression levels of the internal reference proteins vinculin,α-tubulin,EIF5,β-actin,and GAPDH in BEAS-2B cells and HUVECs,as the most important in vitro lung tissue models of hypoxia-induced injury.

Tuberculosis remains a significant global public health threat.Early diagnosis and effective treatment are crucial to combat this disease.Yet,traditional diagnostic methods for tuberculosis face limitations due to their low sensitivity,extended detection periods,and dependence on sputum samples.Molecular diagnostic techniques,while offering higher sensitivity,still primarily rely on sputum samples,thereby impeding significant advancements in tuberculosis diagnosis.In clinical settings,there exists a pressing demand for diagnostic approaches that are not solely reliant on sputum samples.In recent years,extracellular vesicles(EVs),as emerging biomarkers,have demonstrated substantial potential in various diseases,including tumors and infectious diseases.A multitude of studies indicate that EVs also exhibit potential in the field of tuberculosis.This review provides an in-depth analysis of the biological characteristics of EVs and their role in the pathogenesis of tuberculosis.It systematically summarizes the progress and significance of EV-based biomarkers in tuberculosis diagnosis,treatment monitoring,and disease mechanism exploration,while addressing the challenges and future prospects in this field.The aim is to offer valuable insights and up-to-date research findings to researchers and clinicians engaged in tuberculosis-related studies.

Objective:To evaluate the efficacy of liposomal bupivacaine (LB) for sciatic nerve block in mice.Methods:Twenty-four healthy adult male C57BL/6 mice, aged 6-8 weeks, weighing 25-30 g, were divided into 4 groups ( n=6 each) using a random number table method: 1.33% LB 80 μl group (group A), 1.33% LB 40 μl group (group B), 0.66% LB 80 μl group (group C), and 0.66% LB 40 μl group (group D). The sciatic nerve block was performed using the corresponding concentration of LB or the equal volume of LB in each group. The mechanical paw withdrawal threshold (MWT) was measured using Von Frey filaments immediately after sciatic nerve block, at 5 min of block, and every 1 h until MWT recovered to the baseline level. The sciatic nerve block time-MWT curve was plotted to calculate the area under the curve (AUC). Results:The time-MWT curves exhibited similar bimodal characteristics in each group. From the time point immediately after the blockade to the first MWT peak after the blockade, there were no statistically significant differences in the AUC among the four groups ( P>0.05). From the first MWT peak to the first trough, the AUC was significantly greater in A group than in B, C and D groups and in B and C groups than in D group ( P<0.05). From the first trough to the second MWT peak, there was no significant difference in the AUC between A group and D group ( P>0.05), and the AUC was significantly greater in B and C groups than in A and D groups ( P<0.05). From the second MWT peak to the baseline level, the AUC was significantly greater in A group than in B, C and D groups ( P<0.05), and there was no significant difference in the AUC among B, C and D groups ( P>0.05). In the total duration of the sciatic nerve block, the AUC was significantly greater in A group than in B, C and D groups and in B and C groups than in D group ( P<0.05).There was no significant difference in the AUC between B group and C group ( P>0.05). Conclusions:LB exhibits characteristic bimodal changes when used for sciatic nerve block; higher concentrations and volume of LB result in stronger and longer-lasting block effects in mice.