1.Molecular mechanisms of hyperlipidemic acute pancreatitis comorbid with fatty liver disease
Shuo DONG ; Ying WANG ; Xiwang WANG ; Jingjing JIN ; Kai WEI ; Xiao WANG
Journal of Clinical Hepatology 2026;42(3):739-744
Both hyperlipidemic acute pancreatitis and fatty liver disease are associated with lipid metabolism disorders and are commonly comorbid with each other in clinical practice. The pathogenesis of such comorbidity involves the interaction between multiple factors such as hypertriglyceridemia, metabolic syndrome, obesity, and insulin resistance, and these factors may form a vicious cycle and jointly promote disease progression. In clinical practice, hyperlipidemic acute pancreatitis is characterized by severe disease conditions, a high incidence rate of complications, a high mortality rate, and a tendency for recurrence, and it can easily lead to multi-organ damage and even multiple organ failure without timely treatment, posing a serious threat to the life of patients. Starting from the various signaling pathways associated with hyperlipidemic acute pancreatitis comorbid with fatty liver disease, this article discusses the potential molecular mechanisms of synergistic pathogenesis between hyperlipidemic acute pancreatitis and fatty liver disease, so as to provide a reference for the early prevention and treatment of such comorbidity.
2.Analysis of Clinical Prognostic Characteristics in Patients with Primary Sjögren's Syndrome-Related Renal Fanconi Syndrome
Xiaoxiao SHI ; Yuan DONG ; Jiahe JIANG ; Peng XIA ; Shuo ZHANG ; Yubing WEN ; Dong XU ; Fengchun ZHANG ; Limeng CHEN
Medical Journal of Peking Union Medical College Hospital 2026;17(2):358-369
Renal Fanconi syndrome (FS) is a rare renal manifestation of primary Sjögren's syndrome (pSS). This study aims to analyze the clinical and prognostic characteristics of patients with pSS-associated renal FS (pSS-FS) and provide insights for clinical management. Patients diagnosed with pSS-FS via renal biopsy at Peking Union Medical College Hospital from 1993 to 2024 were enrolled. Data collected included age, sex, clinical symptoms (xerostomia, xerophthalmia, skin purpura, arthralgia, polyuria, and systemic symptoms), laboratory findings [serum immunoglobulin G (IgG) and IgM, complement (C3, C4), antinuclear antibody, anti-Sjögren's syndrome-associated antigen A antibody (SSA), anti-SSB antibody, 24-hour urinary protein quantification, tubular proteinuria, serum creatinine, serum electrolytes], treatment, and follow-up information. Systematic assessments included the EULAR Sjögren's Syndrome Disease Activity Index (ESSDAI) score, pulmonary involvement (including non-infectious interstitial pneumonia, pulmonary fibrosis, pulmonary hypertension, etc.), hematological involvement (anemia, leukopenia, thrombocytopenia), etc. Efficacy evaluations encompassed improvements in immunological parameters, renal function, and tubular function. Group comparisons were performed using chi-square/Fisher's exact tests, A total of 38 patients with pSS-FS were included, with 37(97.4%) being female. The median age at pSS diagnosis was 43(37, 57) years. Xerostomia (76.3%) and xerophthalmia (71.1%) were the predominant clinical symptoms. The most common renal tubular dysfunctions were generalized aminoaciduria (96.9%), tubular proteinuria (96.0%), and hypokalemia (94.7%). The median eGFR was 52.57(32.04, 76.10)mL/(min·1.73 m2), with 60.5% (23/38) of patients having an eGFR below 60 mL/(min·1.73 m2).After six months of immunosuppressive therapy, including moderate-to-high-dose glucocorticoids, significant improvements were observed in immunological parameters (improvement rate: 69.2%), renal tubular function (89.5%), and renal function (44.4%). Following immunosuppressive treatment, the median eGFR increased from 54.95(33.06, 76.10)mL/(min·1.73 m2) to 65.56(56.24, 83.58)mL/(min·1.73 m2).Compared to patients with normal or mildly impaired baseline eGFR [≥ 60 mL/(min·1.73 m2)], those with significantly decreased baseline eGFR [< 60 mL/(min·1.73 m2)] were older (46 years This study reports the clinical characteristics of the largest single-center cohort of pSS-FS patients internationally, characterized by varying degrees of proximal renal tubular dysfunction and renal impairment. Timely initiation of immunosuppressive therapy, including glucocorticoids, is crucial, particularly for patients with significantly reduced eGFR, who may experience more substantial renal function improvement.
3.Application of hydrogel in postoperative treatment of glioblastoma
Yang SHUDE ; Gao SHUO ; Liu KAI ; Feng YUHENG ; Dong ZHIQIANG
Chinese Journal of Clinical Oncology 2025;52(18):957-962
Glioblastoma(GBM)is the most aggressive primary malignant tumor in the central nervous system.GBM frequently recurs after surgery and has limited therapeutic options.Hydrogels,characterized by their injectability,biocompatibility,and controlled drug release,of-fer innovative solutions for postoperative GBM management.Advances in hydrogel technology provide new avenues for personalized GBM treatments with significant clinical potential.This article focuses on the current progress in the research on hydrogels as carriers for chemo-therapeutic drugs,immunomodulatory platforms,and multimodal therapeutic systems.Key strategies,including thermo-and pH-responsive gels,co-delivery systems,and the regulation of macrophage function,are analyzed for their therapeutic efficacy.Additionally,the advant-ages of hydrogels in surgical cavity filling,targeted therapy,and recurrence prevention are highlighted.We also discuss the challenges in clin-ical translation and future directions of hydrogel application in postoperative GBM management.
4.Analysis of one-year inpatient service utilization and influencing factors of pneumoconiosis patients in Chongqing
Hongjun SHI ; Lu BAI ; Shuo ZHOU ; Xiaohong YANG ; Tingting YANG ; Dong LUO
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(3):217-223
Objective:To investigate the utilization of inpatient service and influencing factors among pneumoconiosis patients in Chongqing within one year, and to provide a reference basis for the formulation of relevant policies by health management departments.Methods:From October 2020 to October 2023, a multi-stage cluster random sampling method was adopted to select 2002 patients with confirmed pneumoconiosis as the research subjects. A questionnaire survey was conducted on their basic information, inpatient service utilization within one year, treatment for pneumoconiosis-related symptoms, and choice of medical service institutions. Chi-square test and logistic regression were used for statistical analysis.Results:All 2002 pneumoconiosis patients were male, with 40.16% (804/2002) aged 46-55 years old, and 83.32% (1668/2002) currently residing in rural areas. The monthly income of the patients was 833 (167, 2000) yuan, and 22.03% (441/2002) had no income. 30.97% (620/2002) of the patients spent more than 5001 yuan per year on treatment for pneumoconiosis, and 14.64% (293/2002) had debts of more than 5001 yuan. 42.06% (842/2002) had no work-related injury insurance. 21.68% (434/2002) of the patients self-assessed their health status as very poor or poor. The one-year inpatient rate of the patients was 51.25% (1026/2002), and the total inpatient time within one year was 18 (10, 51) days. The inpatient expenses were 6000 (1000, 16625) yuan. Through univariate analysis, the one-year inpatient rates of pneumoconiosis patients were statistically significantly different among different age groups, current employment status, annual household income levels, types of pneumoconiosis, stages of pneumoconiosis, presence or absence of work-related injury insurance, whether receiving minimum living allowances and social assistance related to pneumoconiosis, and different segments of self-assessed health status ( P<0.05). Patients with stage Ⅲ pneumoconiosis, those who received social assistance and minimum living allowances related to pneumoconiosis had higher one-year inpatient rates ( P<0.05), with OR values of 3.893, 1.859, and 2.589, respectively. Conclusion:The utilization of inpatient service by pneumoconiosis patients is influenced by demographic characteristics, social support, and disease factors. It is necessary to enhance the occupational disease diagnosis and treatment capabilities of primary health institutions, build a multi-level social support network, and ensure that patients can conveniently access medical services.
5.Treatments of endometrial injury diseases with integrated Traditional Chinese and Western Medicine
Xinyu ZHANG ; Shuo YANG ; Ruiwen FAN ; Dong LI ; Rong LI
Chinese Journal of Reproduction and Contraception 2025;45(9):892-895
Endometrial injury diseases are an important factors in female infertility, reduced menstruation, and adverse pregnancy outcomes. Clinical characteristics include intrauterine adhesions, a thin endometrium, and reduced endometrial receptivity. Restoring the morphology of the uterine cavity and promoting endometrial reconstruction are the main goals of treatment. At present, hormone medication and surgery are the major Western medicine treatments. Traditional Chinese Medicine has an advantage in treating endometrial injury and preventing postoperative recurrence. Traditional Chinese Medicine diagnosis focuses on "kidney deficiency" as the primary condition,"blood stasis" as the secondary condition, and combined with "liver depression". Therapeutic strategies aim to "replenish kidney""nourish blood""dispel blood stasis", and improve the endometrium. By means of combination of disease and syndrome, classical prescription addition and subtraction, clinical effective experience, combination of acupuncture and medicine and external treatment of Traditional Chinese Medicine can improve the effect and prognosis of patients with endometrial injury diseases. This article reviews the progress of combined Traditional Chinese and Western Medicine treatment of endometrial injury diseases to provide reference for its clinical treatment.
6.Effect of over-expression of NR2F2 on biological behaviors of human ovarian cancer SKOV3 cells
Shuo ZHANG ; Yunxiu XIA ; Weiwei CHEN ; Hongliang DONG ; Bingjie CUI ; Cuilan LIU ; Zhiqiang LIU ; Fei WANG ; Jing DU
Journal of Jilin University(Medicine Edition) 2025;51(1):58-67
Objective:To investigate the effect of nuclear receptor subfamily 2 group F member 2(NR2F2)on the biological behaviors of human ovarian cancer SKOV3 cells,and to clarify its molecular mechauism and provide the new idea for treatment of ovarian cancer.Methods:Gene Expression Profiling Interactive Analysis(GEPIA)Database analyse the expression level of NR2F2 gene in ovarian tissue,and analyse its correlation with clinical prognosis of ovarian cancer patients.The human ovarian cancer SKOV3 cells were divided into control group and NR2F2 over-expression(NR2F2 OE)group,which were transfected with mCherry control virus and NR2F2 OE over-expression virus,respectively,when the cell deusity reached 70%,and the stable transfection SKOV3 cell lines were screened with puromycin(puro)48h lafter.Real-time fluorescence quantitative PCR(RT-qPCR)and Western blotting methods were used to detect the transfection efficiencies of the cells;RT-qPCR method was used to detect the expression levels of NR2F2 and sex-determining region Y-box 2(SOX2)mRNA in the cells in two groups;Western blotting method was used to detect the expression levels of NR2F2,ATP-binding cassette superfamily G member 2(ABCG2),and programmed cell death 1-ligand 1(PD-L1)protcins in the cells in two groups.CCK-8 assay was used to detect the proliferation activities of the cells in two groups;Wound assay was used to detect the migration rates of the cells in two groups;Transwell chamber assay was used to detect the number of transmembrane cells;Spheroidization assay was used to detect the numbers of spheroids in the cells;peripheral blood mononuclear cells(PBMCs)-mediated tumor cell killing assay was used to detect the relative densities of surviving tumor cells;CCK-8 assay was used to detect the half maximal inhibitory concentration(IC50)of paclitaxel(PTX)and carboplatin(CBP).Results:Compared with normal ovarian tissue,the expression level of NR2F2 gene in ovarian tumor tissue was decreased(P<0.05),and decreased with the improvement of clinical pathological grading of ovarian tumor.The patients with higher expression level of NR2F2 gene had better clincal prognosis.The SKOV3 cells with NR2F2 over-expresson were successfully constructed,and the expression levels of NR2F2 mRNA and protein in the cells in NR2F2 OE group were increased compared with control group(P<0.001).The CCK-8 assay results showed that compared with control group,the proliferation activities of the cells in NR2F2 OE group were decreased at different time points(1,2,3,and 4 d)(P<0.05 or P<0.01).The cell wound assay results showed that compared with control group,the migration rate of the cells in NR2F2 OE group was decreased(P<0.001).The Transwell assay results showed that compared with control group,the number of transmembrane cells in NR2F2 OE group was decreased(P<0.01).Compared with control group,the number of the spheroids in NR2F2 OE group was decreased(P<0.05),and the expression levels of SOX2 mRNA(P<0.01)and protein(P<0.001)were increased.Compared with control group,the relative density of surviving tumor cells in NR2F2 OE group was decreased,but the difference was not significant(P<0.05),and the expression level of PD-L1 protein was decreased(P<0.05).Compared with control group,the proliferation activities of cells in NR2F2 OE group were decreased(P<0.05),and the drug sensitivities of the cells to PTX and CBP were enhanced(P<0.05);the IC50 of PTX was significantly reduced,while the IC50of CBP could not be calculated due to excessively high drug concentration;the expression level of ABCG2 protein was decreased(P<0.05).Conclusion:The over-expression of NR2F2 may inhibit the proliferation,migration,and invasion of the human ovarian cancer SKOV3 cells,decrease the expression levels of SOX2,PD-L1 and ABCG2 proteins,suppress the stemness and immune evasion ability of the SKOV3 cells,and enhance the sensitivities of the SKOV3 cells to PTX and CBP.
7.Long non-coding RNA LINC00973 promotes migration,invasion and distal metastasis of epithelial ovarian cancer and its molecular mechanism
Yunxiu XIA ; Shuo ZHANG ; Huanhai ZHANG ; Fei WANG ; Hongliang DONG ; Jing DU
Journal of Jilin University(Medicine Edition) 2025;51(4):866-878
Objective:To discuss the effect of long non-coding RNA(lncRNA)LINC00973 on the migration,invasion,and distant metastasis of epithelial ovarian cancer,and to clarify its molecular mechanism.Methods:The human ovarian cancer SKOV3 and OVCAR3 cells were divided into EF1a-FH empty vector control group(control group),LINC00973 overexpression group(LINC00973 OE group),U6-shRNA empty vector control group(SHV group),and LINC00973 knockdown group(LINC00973 KD group),and were transfected with lentivirus containing nonsense sequence(pLent-EF1a-FH-CMV-copGFP-P2A-Puro),LINC00973 overexpression,nonsense sequence(pLent-U6-shRNA-CMV-copGFP-P2A-Puro)and LINC00973 shRNA,respectively,followed by puromycin screening to obtain stably transfected SKOV3 and OVCAR3 cells.Real-time fluorescence quantitative PCR(RT-qPCR)method was used to detect the mRNA expression levels of target genes in the cells in various groups;wound healing assay was used to detect the migration rate of the cells in various groups;Transwell chamber assay was used to detect the number of transmembrane cells in various groups;The mice were divided into control group(WT group),LINC00973 OE group,and LINC00973 KD group,with 4 mice in each group.SKOV3 wild-type cells,LINC00973 OE cells,and LINC00973 KD cells were intraperitoneally injected into the mice in various groups,respectively,to establish the epithelial ovarian cancer intraperitoneal implantation and metastasis model;HE staining was used to observe the morphology of the colon and liver tissues of the mice in various groups;RNA-secquencing(RNA-seq)was used to analyze the differentially expressed genes between SHV and LINC00973 KD groups in the SKOV3 cell line;RT-qPCR method was used to detect the mRNA expression levels of LINC00973 in the normal ovarian epithelial cells IOSE-80 and epithelial ovarian cancer cells SKOV3,A2780 and OVCAR3,the mRNA expression levels of LINC00973,Vimentin,Snail family transcriptional repressor 1(Snail),Twist family basic helix-loop-helix transcription factor 1(Twist),zinc finger E-box binding homeobox 1(ZEB1),zinc finger E-box binding homeobox 2(ZEB2),CXCL8 and matrix metalloproteinase(MMP)16 in the cells in various groups,and the mRNA expression levels of LINC00973,Vimentin and Twist in liver and colon tissues of the mice in various groups.Results:Compared with normal ovarian epithelial cells IOSE-80,the expression level of LINC00973 mRNA in the epithelial ovarian cancer cells SKOV3,OVCAR3 and A2780 was significantly increased(P<0.01),with the highest expression level of LINC00973 in SKOV3 and OVCAR3 cells,which were therefore selected for subsequent experiments.In SKOV3 and OVCAR3 cells,compared with control group,the expression level of LINC00973 mRNA in the cells in LINC00973 OE group was increased(P<0.01);compared with SHV group,the expression level of LINC00973 mRNA in the cells in LINC00973 KD group was decreased(P<0.05 or P<0.01),indicating successful construction of LINC00973 overexpression and knockdown cell lines.In SKOV3 cells,compared with control group,the mRNA expression levels of Vimentin and Twist in LINC00973 OE group were increased(P<0.05 or P<0.01),while no significant difference was observed in Snail mRNA expression level(P>0.05);compared with SHV group,the mRNA expression levels of Vimentin,Snail and Twist in LINC00973 KD group were decreased(P<0.01).In OVCAR3 cells,compared with control group,the mRNA expression levels of Vimentin,Snail and Twist in LINC00973 OE group were increased(P<0.01);compared with SHV group,the expression levels of Vimentin,Snail,and mRNA Twist in LINC00973 KD group were decreased(P<0.01).The wound healing assay results showed that compared with control group,the wound healing rates of the SKOV3 and OVCAR3 cells in LINC00973 OE group were significantly increased(P<0.01);compared with SHV group,the wound healing rates of the cells in LINC00973 KD group were significantly decreased(P<0.01).The Transwell chamber assay results showed that compared with control group,the numbers of transmembrane cells of the SKOV3 and OVCAR3 cells in LINC00973 OE group were significantly increased(P<0.01);compared with SHV group,the numbers of transmembrane cells in LINC00973 KD group were significantly decreased(P<0.01).Compared with WT group,the number of peritoneal nodules in LINC00973 OE group was increased,with rough liver surface and multiple nodules formed on mesentery and colon surface,and the expression levels of LINC00973,Vimentin,and Twist mRNA in colon tissue were increased(P<0.01);compared with WT group,no nodules were formed in the peritoneal cavity of LINC00973 KD group,with smooth liver surface,no nodules in liver tissue,and decreased expression levels of LINC00973,Vimentin,and Twist mRNA,and no nodules were observed on mesentery and colon surface.The HE staining results showed that compared with WT group,the multiple lesions were observed in liver and colon tissues in LINC00973 OE group,manifested as uneven cell size,irregular shape,unclear cell boundaries,increased nuclear division,and uneven red staining in cytoplasm,while in LINC00973 KD group,the cells in liver and colon tissues were arranged neatly with regular shape,and uniform distribution of nuclei and cytoplasm.The RNA-seq results showed that compared with SHV group,no key signaling pathways related to tumor metastasis were enriched in LINC00973 KD group,and the transcription levels of metastasis-related genes CXCL8,MMP16,ZEB1,and ZEB2 were decreased.The RT-qPCR results showed that compared with control group,the expression levels of ZEB1,ZEB2,CXCL8,and MMP16 mRNA in the cells in LINC00973 OE group were significantly increased(P<0.01);compared with SHV group,the expression levels of ZEB1,ZEB2,CXCL8,and MMP16 mRNA in the cells in LINC00973 KD group were significantly decreased(P<0.01).Conclusion:LINC00973 can up-regulate the expression of metastasis-related factors Vimentin,Snail,Twist,ZEB1,ZEB2,CXCL8,and MMP16,and promote the migration,invasion,and distant metastasis of epithelial ovarian cancer.
8.Research on Targeted Screening of Diflorasone Components in Health Products Using Feature Ion Guided Strategy Combined with High-Resolution Mass Spectrometry
Shuo-Jun OU ; Yin-Yin LIN ; Hai-Tao ZHANG ; Jian-Bin CEN ; Zhi-Yuan WANG ; Xin-Dong GUO ; Jia-Jun ZHANG ; Zhi-Sen LIANG ; Guang-Feng ZENG
Chinese Journal of Analytical Chemistry 2025;53(8):1320-1330,中插88-中插92
A method for determination and targeted screening of diflorasone components in health products using ultra performance liquid chromatography-quadrupole time of flight mass spectrometry(UPLC-Q-TOF/MS)was established.Four representative diflorasone and esters(diflorasone,diflorasone diacetate,diflorasone-17-propionate,and diflorasone-21-propionate)were selected to optimize the pretreatment conditions,and 10 mL of extraction solvent dosage,15 min of extraction time and 5 g of salting-out agent as the optimal conditions were selected by response surface methodology.The results showed that the four analytes exhibited good linearity within the concentration range of 2.0?100 μg/L with the chromatographic peak area,and the correlation coefficients(R2)were all greater than 0.9990,while the results of recovery and relative standard deviation could satisfy the requirements of determination.The common characteristic ions of diflorasone and esters werem/z121 andm/z335,and their specific structures were obtained by analyzing the cleavage pathway based on the optimized determination conditions.A targeted screening method for other esters of diflorasone based on characteristic ions guidance strategy was established.This method had many advantages such as high efficiency,high sensitivity and good reproducibility,and could be used for targeted screening of diflorasone and esters in health products.The developed characteristic ion guided strategy could be employed to construct mass spectral databases for various glucocorticoids,enabling comprehensive targeted screening across a broad range of compounds.
9.Cannabidiol regulates circadian rhythm to improve sleep disorders following general anesthesia in rats.
Xinshun WU ; Jingcao LI ; Ying LIU ; Renhong QIU ; Henglin WANG ; Rui XYE ; Yang ZHANG ; Shuo LI ; Qiongyin FAN ; Huajin DONG ; Youzhi ZHANG ; Jiangbei CAO
Journal of Southern Medical University 2025;45(4):744-750
OBJECTIVES:
To assess the regulatory effect of cannabidiol (CBD) on circadian rhythm sleep disorders following general anesthesia and explore its potential mechanism in a rat model of propofol-induced rhythm sleep disorder.
METHODS:
An electrode was embedded in the skull for cortical EEG recording in 24 male SD rats, which were randomized into control, propofol, CBD treatment, and diazepam treatment groups (n=6). Eight days later, a single dose of propofol (10 mg/kg) was injected via the tail vein with anesthesia maintenance for 3 h in the latter 3 groups, and daily treatment with saline, CBD or diazepam was administered via gavage; the control rats received only saline injection. A wireless system was used for collecting EEG, EMG, and body temperature data within 72 h after propofol injection. After data collection, blood samples and hypothalamic tissue samples were collected for determining serum levels of oxidative stress markers and hypothalamic expressions of the key clock proteins.
RESULTS:
Compared with the control rats, the rats with CBD treatment showed significantly increased sleep time at night (20:00-6:00), especially during the time period of 4:00-6:00 am. Compared with the rats in propofol group, which had prolonged SWS time and increased sleep episodes during 18:00-24:00 and sleep-wake transitions, the CBD-treated rats exhibited a significant reduction of SWS time and fewer SWS-to-active-awake transitions with increased SWS aspects and sleep-wake transitions at night (24:00-08:00). Diazepam treatment produced similar effect to CBD but with a weaker effect on sleep-wake transitions. Propofol caused significant changes in protein expressions and redox state, which were effectively reversed by CBD treatment.
CONCLUSIONS
CBD can improve sleep structure and circadian rhythm in rats with propofol-induced sleep disorder possibly by regulating hypothalamic expressions of the key circadian clock proteins, suggesting a new treatment option for perioperative sleep disorders.
Animals
;
Rats, Sprague-Dawley
;
Male
;
Cannabidiol/therapeutic use*
;
Rats
;
Circadian Rhythm/drug effects*
;
Propofol/adverse effects*
;
Anesthesia, General/adverse effects*
;
Sleep Wake Disorders/chemically induced*
;
Hypothalamus/metabolism*
;
Electroencephalography
10.Prediction of Pharmacoresistance in Drug-Naïve Temporal Lobe Epilepsy Using Ictal EEGs Based on Convolutional Neural Network.
Yiwei GONG ; Zheng ZHANG ; Yuanzhi YANG ; Shuo ZHANG ; Ruifeng ZHENG ; Xin LI ; Xiaoyun QIU ; Yang ZHENG ; Shuang WANG ; Wenyu LIU ; Fan FEI ; Heming CHENG ; Yi WANG ; Dong ZHOU ; Kejie HUANG ; Zhong CHEN ; Cenglin XU
Neuroscience Bulletin 2025;41(5):790-804
Approximately 30%-40% of epilepsy patients do not respond well to adequate anti-seizure medications (ASMs), a condition known as pharmacoresistant epilepsy. The management of pharmacoresistant epilepsy remains an intractable issue in the clinic. Its early prediction is important for prevention and diagnosis. However, it still lacks effective predictors and approaches. Here, a classical model of pharmacoresistant temporal lobe epilepsy (TLE) was established to screen pharmacoresistant and pharmaco-responsive individuals by applying phenytoin to amygdaloid-kindled rats. Ictal electroencephalograms (EEGs) recorded before phenytoin treatment were analyzed. Based on ictal EEGs from pharmacoresistant and pharmaco-responsive rats, a convolutional neural network predictive model was constructed to predict pharmacoresistance, and achieved 78% prediction accuracy. We further found the ictal EEGs from pharmacoresistant rats have a lower gamma-band power, which was verified in seizure EEGs from pharmacoresistant TLE patients. Prospectively, therapies targeting the subiculum in those predicted as "pharmacoresistant" individual rats significantly reduced the subsequent occurrence of pharmacoresistance. These results demonstrate a new methodology to predict whether TLE individuals become resistant to ASMs in a classic pharmacoresistant TLE model. This may be of translational importance for the precise management of pharmacoresistant TLE.
Epilepsy, Temporal Lobe/diagnosis*
;
Animals
;
Drug Resistant Epilepsy/drug therapy*
;
Electroencephalography/methods*
;
Rats
;
Anticonvulsants/pharmacology*
;
Neural Networks, Computer
;
Male
;
Humans
;
Phenytoin/pharmacology*
;
Adult
;
Disease Models, Animal
;
Female
;
Rats, Sprague-Dawley
;
Young Adult
;
Convolutional Neural Networks

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