1.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
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Drug Resistant Epilepsy/drug therapy*
;
Electroencephalography/methods*
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Rats
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Anticonvulsants/pharmacology*
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Neural Networks, Computer
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Male
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Humans
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Phenytoin/pharmacology*
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Adult
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Disease Models, Animal
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Female
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Rats, Sprague-Dawley
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Young Adult
;
Convolutional Neural Networks
2.Prevalence of non-alcoholic fatty liver disease and associated factors in overweight and obese children in Hohhot
YU Qiong, LI Jianying, CAO Puli, LIU Dong, ZHANG Jian, LI Ruifeng
Chinese Journal of School Health 2024;45(5):742-745
Objective:
To explore prevalence and associated factors of nonalcoholic fatty liver disease (NAFLD) in overweight and obese children in Hohhot City, so as to provide the oretical basis for developing health education plans and implementing prevention and treatment of NAFLD in children.
Methods:
A total of 156 overweight and obese children was enrolled from 4 primary schools in Hohhot City using cluster sampling method during 28th Aug. 2022 to 5th Mar. 2023. Height and weight were measured and body mass index was calculated, and fasting blood was taken in the early morning for fasting blood glucose, alanine aminotransferase, aspartate aminotransferase. Single factor analysis was conducted using ttest, χ2 test and Fishers exact probability method, while multivariate analysis was conducted using Logistic regression analysis and subject characteristic curves.
Results:
The differences in age, waist circumference, hip circumference, fasting glucose, alanine aminotransferase, aspartate aminotransferase, gamma glutamyltransferase, uric acid, and triglyceride were statistically significant between the nonNAFLD and the NAFLD group (U/t=1 070.0-2 164.0, P<0.05). Significant differences were observed in aspartate aminotransferase (AST) and uric acid levels (AST OR=1.16, 95%CI=1.04-1.28; uric OR=1.01, 95%CI=1.00-1.01, P<0.05). The area under a receiver operating characteristic were 0.737 for aspartate aminotransferase and 0.665 for uric acid, respectively.
Conclusions
The prevalence of NAFLD is high in overweight/obese children in Hohhot, and both elevated aspartate aminotransferase and hyperuricemia could increase the risk of NAFLD in overweight/obese children. Special attention should be paid to the NAFLD in overweight and obese children. It is recommended to reduce both BMI and uric level in the prevention and treatment of NAFLD to achieve better treatment outcomes.
3.Effect of parental weight and early life factors on overweight and obesity in children and adolescents
YU Qiong, LI Ruifeng, YUN Ruifen, CAO Puli,LIU Dong, MENG Jiaoyang, LI Jianying
Chinese Journal of School Health 2023;44(11):1729-1732
Objective:
To investigate the association of the risk of overweight/obesity in children and adolescents with their early life factors and parental weight.
Methods:
From June 1 to June 30 of 2022, the stratified randomized cluster sampling method was used to collect information using questionnaires from 5 370 primary and secondary school students in Hohhot City, Inner Mongolia Autonomous Region, and multivariate analysis were performed using multiple Logistic regression model estimation in a generalized linear model for parental BMI and early life factors in children and adolescents.
Results:
The prevalence of overweight/obesity was 32.2% , and the prevalence of overweight/obesity among male students was 37.8%, which was higher than that of female students 26.1% χ 2= 84.59 , P <0.01). The results of the multirariate Logistic regression anaysis showed that the prevalence of overweight/obesity was higher in only paternal overweight ( OR=1.52, 95%CI =1.30-1.77), only maternal overweight ( OR=1.61, 95%CI = 1.31 -1.97), and parentl overweight ( OR=2.42, 95%CI =2.03-2.87)( P <0.05). The risk of overweight/obesity was higher in children with high birth weight ( OR=1.29, 95%CI =1.08- 1.55 ), children born by caesarean section ( OR=1.32, 95%CI =1.17- 1.48 ), and children whose mothers gained excessive weight during pregnancy ( OR=1.24, 95%CI =1.06-1.46), and the results were statistically significant ( P <0.05).
Conclusions
Overweight parents, excessive maternal weight gain during pregnancy, cesarean delivery, and high birth weight are associated with increased risk of overweight/obesity in children and adolescents. Attention should be paid to these aspects in obesity prevention and control.
4.Influencing factors for micronucleus levels of peripheral blood lymphocytes of medical radiation workers
Qianqian MENG ; Ruifeng ZHANG ; Zhongxin ZHANG ; Juancong DONG ; Yayi YUAN ; Chao WANG ; Ting ZHANG ; Xuhong DANG
Chinese Journal of Radiological Health 2022;31(3):273-278
Objective To analyze the micronucleus levels of peripheral blood lymphocytes of medical radiation workers, and to provide a basis for radiation protection to reduce occupational hazards caused by ionizing radiation. Methods A total of 1072 medical radiation workers were selected into radiation group, and 329 healthy adults who underwent pre-employment occupational physical examination and intended to be radiation workers were selected into control group. The micronucleated lymphocyte frequency was determined by whole blood micro-culture. Results There were no significant differences in micronucleated cell frequency and micronucleus frequency between the radiation group and the control group (both P > 0.05). The detection rate of micronucleus abnormalities in the radiation group was significantly higher than that in the control group (P < 0.001). Female radiation workers had significantly higher micronucleated cell frequency, micronucleus frequency, and the detection rate of micronucleus abnormalities than male radiation workers (all P < 0.001). Between different types of work, significant differences were observed in micronucleated cell frequency and micronucleus frequency (both P < 0.05), but not in the detection rate of micronucleus abnormalities (P > 0.05). Radiation workers with different lengths of working showed significant differences in micronucleated cell frequency (P < 0.05), micronucleus frequency (P < 0.05), and the detection rate of micronucleus abnormalities (P < 0.001). Significant differences were observed in micronucleated cell frequency and micronucleus frequency between different age groups (both P < 0.05). The Spearman’s rank correlation analysis showed that micronucleated cell frequency and micronucleus frequency were positively correlated with the age of radiation workers (both P < 0.001). Conclusion The micronucleus frequency of radiation workers was related to the type and length of work, and had a positive correlation with age. Radiation protection should be enhanced for workers engaged in medical radiation for a long period, especially female workers and workers with a long length of service.
5.Integrative Analysis of Genome,3D Genome,and Transcriptome Alterations of Clinical Lung Cancer Samples
Li TINGTING ; Li RUIFENG ; Dong XUAN ; Shi LIN ; Lin MIAO ; Peng TING ; Wu PENGZE ; Liu YUTING ; Li XIAOTING ; He XUHENG ; Han XU ; Kang BIN ; Wang YINAN ; Liu ZHIHENG ; Chen QING ; Shen YUE ; Feng MINGXIANG ; Wang XIANGDONG ; Wu DUOJIAO ; Wang JIAN ; Li CHENG
Genomics, Proteomics & Bioinformatics 2021;19(5):741-753
Genomic studies of cancer cell alterations,such as mutations,copy number variations(CNVs),and translocations,greatly promote our understanding of the genesis and development of cancers.However,the 3D genome architecture of cancers remains less studied due to the complexity of cancer genomes and technical difficulties.To explore the 3D genome structure in clin-ical lung cancer,we performed Hi-C experiments using paired normal and tumor cells harvested from patients with lung cancer,combining with RNA sequenceing analysis.We demonstrated the feasibility of studying 3D genome of clinical lung cancer samples with a small number of cells(1×104),compared the genome architecture between clinical samples and cell lines of lung cancer,and identified conserved and changed spatial chromatin structures between normal and cancer sam-ples.We also showed that Hi-C data can be used to infer CNVs and point mutations in cancer.By integrating those different types of cancer alterations,we showed significant associations between CNVs,3D genome,and gene expression.We propose that 3D genome mediates the effects of cancer genomic alterations on gene expression through altering regulatory chromatin structures.Our study highlights the importance of analyzing 3D genomes of clinical cancer samples in addition to cancer cell lines and provides an integrative genomic analysis pipeline for future larger-scale studies in lung cancer and other cancers.
6.Expression of CD39 in head and neck squamous cell carcinoma tissues and its prognostic value
WANG Xuezhou ; ZHOU Li ; LI Baihui ; HU Xue ; DONG Ruifeng ; ZHANG Xinwei
Chinese Journal of Cancer Biotherapy 2020;27(4):396-402
[Abstract] Objective: To detect the expression of CD39 in head and neck squamous cell carcinoma (HNSCC) tisseus, and to analyze its correlation with patients’clinicopathological features and its prognostic significance. Methods: Tissue specimens and case data of 85 patients with HNSCC underwent surgery at Cancer Hospital of Tianjin from May 2012 to December 2013 were collected for this study. Gene chips were obtained from Oncomine database, and HNSCC cell lines SCC15, UM1, and Cal25 were selected for this study. Online analysis was performed to compare the differential expression of CD39 in buccal mucosa (BM) tissues and HNSCC tissues, Western blotting and Immunohistochemistry (IHC) were used to detect the protein expression of CD39 in HNSCC tissues. Spearman’ s correlation analysis was used to study the correlation between the expressions of CD39 and clinicopathological features of HNSCC patients. Both Kaplan-Meier curve analysis and Log rank test were used to analyze the association between the expression of CD39 in HNSCC tissues and the survival of patients, and Cox risk proportional regression model was used to evaluate the relationship between CD39 expression and the risk of relapse. Results: The transcription level of CD39 was obviously up-regulated in HNSCC tissues than in BM tissues (P<0.01), and CD39 expression was detected in HNSCC cell lines SCC15, UM1 and Cal25. Dexamethasone (DXM)
could enhance the expression of CD39 in UM1 cells in dose-dependent manner. CD39 was highly expressed in 53 (62.4%) HNSCC patients, which was positively correlated with preoperative chemotherapy (r=0.234, P<0.05). The recurrence-free survival (RFS) of patients with high CD39 expression was significantly shortened (P<0.05), and high CD39 expression was an independent relapse risk factor (HR=2.328, 95%CI=1.091-4.967; P<0.05) for patients with HNSCC. Conclusion: CD39 is DXM-inducively and constitutively expressed in HNSCC. And over-expression of CD39 is an independent predictor of poor prognosis in HNSCC patients, indicating its important role in the progression of HNSCC.
7. Epidemiological analysis of cytogenetic abnormalities in patients with newly-diagnosed multiple myeloma: a multi-center retrospective study
Ruifeng YUAN ; Yujun DONG ; Chunrui LI ; Wenrong HUANG ; Limo ZHANG ; Qiang ZHU ; Li XU ; Yanjie XU ; Qian XU ; Guangxun GAO ; Fengyan JIN
Chinese Journal of Hematology 2020;41(1):10-15
Objective:
To analyze the frequency and composition of risk-related cytogenetic abnormalities (CAs) in patients with newly-diagnosed multiple myeloma (NDMM) .
Methods:
The frequency and composition of risk-related CAs from a cohort of 1 015 Chinese patients with NDMM were determined by interphase fluorescence in situ hybridization (iFISH) , individually or in combination.
Results:
Of the cohort of 1 015 Chinese patients with NDMM, the frequencies of IgH arrangement, del (13q) /13q14, 1q gain and del (17p) were 54.0%, 46.4%, 46.1% (35.8% and 12. 7% for 3 or more than 3 copies) and 9.9%, respectively. Among 454 patients who had the baseline information for all risk-related CAs [except t (14;20) , which was not covered by the FISH panels performed routinely at all five centers], the frequencies of t (4;14) , t (11;14) or t (14;20) were 14.1%, 11.2% and 4.8%, respectively; of them, 44.3% patients carried 2 or more CAs (28.0%, 13.4% and 2.9% for 2, 3 or ≥4 CAs) ; 83.3%, 95.0% or 68.6% patients with 1q gain, del (17p) or IgH rearrangement had 1 or more additional CA (s) , with del (13q) /13q14 as the most frequently accompanied CA; 57.7% patients carried at least 1 HRCA; the incidences of double-hit (DH) MM (DHMM) (=2 HRCAs) and triple-hit (TH) (THMM) (≥3 HRCAs) were 14.3% and 2.9%, respectively.
Conclusions
Our results provided an up-to-date profile of CAs in Chinese NDMM patients, which revealed that approximately 58% patients might carry at least 1 HRCA, and 17% could experience so-called DHMM or THMM who presumably had the worst outcome.
8.Effect of enhanced recovery after surgery nursing in patients with cervical single-door spinal canal augmentation and angioplasty
Jiyan JIN ; Dong PANG ; Yu SUN ; Ruifeng XU ; Feifei ZHOU ; Jiamin LI
Chinese Journal of Modern Nursing 2020;26(7):917-923
Objective:To evaluate the application effect of a series of optimized nursing measures under the concept of enhanced recovery after surgery (ERAS) on the perioperative period of patients with posterior cervical single-door spinal canal augmentation and angioplasty.Methods:A retrospective cohort study design was used. From April to December 2018, using cluster sampling method, 476 patients admitted to a class third hospital for posterior cervical single-door spinal canal augmentation and angioplasty were selected as research objects. According to whether or not to implement ERAS optimization, the patients were divided into ERAS group with 100 cases and control group with 376 cases. The control group underwent routine measures such as preoperative evaluation and education, blood management, anesthesia points, surgical points, incision closure, pain management, drainage tube management, and prevention of complications. On the basis of routine measures, the ERAS group implemented optimized measures for ERAS on clinical measures such as fasting water and infusion management before surgery, postoperative diet and infusion management, bowel preparation, urinary tube management, and out of bed activities. A self-designed questionnaire was used to investigate the two groups of patients. The general information, implementation of ERAS nursing (preoperative fasting time, the preoperative water cut-off time, the time for anesthesia, the time for surgery, the amount of infusion before surgery, the amount of infusion during surgery, the amount of infusion after surgery, use of indwelling urinary catheters) , recent effect evaluation indicators [length of hospitalization, cost of hospitalization, discharge daily living ability score (Barthel index) , postoperative complications, postoperative urinary retention]and long-term effect evaluation indicators [Japan Orthopedic Association (JOA) score, Neck Disability Index (NDI) score, neck and shoulder pain VAS score, neck and shoulder stiffness and numbness VAS score, 90-day readmission rate]of the two groups were compared.Results:A total of 295 cases were included in the study, including 69 cases in the ERAS group and 226 cases in the control group. The study found that there were statistically significant differences between the two groups of patients in terms of preoperative fasting time, the preoperative water cut-off time, the amount of infusion before surgery, the amount of infusion after surgery and the use of indwelling urinary catheters ( P<0.05) . The comparison of recent effects showed that the difference in length of hospitalization and Barthel index between the two groups were statistically significant ( P<0.05) , while there was no significant difference in the incidence of postoperative complications of the two groups ( P>0.05) . The comparison of long-term effects showed that there was no significant difference in the modified JOA score, NDI score, neck and shoulder discomfort and the 90-day readmission rate in the two groups ( P>0.05) . Conclusions:The application of ERAS nursing in the perioperative period of patients with posterior cervical single-door spinal canal augmentation and angioplasty can effectively reduce patients' fasting time and water cut-off time, use of urinary catheters, which can reduce patients' hospitalization time, but has no significant effect on the long-term effect of surgery.
9.Observation on therapeutic effects Yanshu compound radix sophore injection for treatment of patients with bone metastasis pain of lung cancer
Shihong WEI ; Yuexiao QI ; Yumei DONG ; Liyun GUO ; Haixia SONG ; Hongtao LUO ; Ruifeng LIU ; Yan XiaojunLin XIA
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2019;26(3):357-360
Objective To observe the clinical effect of Yanshu compound radix sophore injection combined with radiotherapy in treatment of patients with bone metastases from lung cancer. Methods A total of 116 patients with bone metastases from lung cancer admitted to the Department of Radiation Oncology of Gansu Provincial Cancer Hospital from January 2014 to December 2018 were selected. The 58 patients were treated by using three-dimensional conformal radiotherapy (3D-CRT), zoledronic acid and oxycodone sustained-release tablets (control group); the others 58 patients were treated radix sphore injection on basis of control group (integrated Chinese and western medicine). The two groups were treated continuously for 10 days as 1 course of treatment, taking a rest for one week in the middle, then they took the second course of treatment; after the end of 2 courses, the therapeutic effects were evaluated in the two groups. The pain grading, Karnofsky functional status (KPS) score and myelosuppression were observed before and after treatment in two groups, respectively. Results The proportions of patients with painless and mild pain after treatment in the integrated Chinese and western medicine group were significantly lower than those in control group [painless: 22.41% (13/58) vs. 39.66% (23/58), mild pain: 10.35% (6/58) vs. 46.55% (27/58)], while the proportions of patients with moderate pain and severe pain in the integrated Chinese and western medicine group were significantly higher than those of the control group [moderate pain: 53.45(31/58) vs. 12.07% (7/58), severe pain: 13.79% (8/58) vs 1.72% (1/58), both P < 0.05]. After treatment, the proportion of patients with improved KPS score in integrated Chinese and western medicine group was significantly higher than that in control group [55.17% (32/58) vs. 36.21% (21/58), P < 0.05], and the proportion of patients with stable and decreased KPS score were less than that of control group [stable KPS score:18.97%(11/58) vs. 27.59%(16/58), decreased KPS score:25.86% (15/58) vs. 36.21% (21/58)]. The proportions of patients with blood cell count (WBC), hemoglobin (Hb) and platelet count (PLT) showing no myelosuppression (at the zero degree) after treatment in integrated Chinese and western medicine group were obviously higher than those in control group [WBC: 77.59% (45/58) vs. 36.21% (21/58), Hb: 77.59% (45/58) vs. 70.69% (41/58), PLT: 58.62% (34/58) vs. 32.76% (19/58), all P < 0.05]. Conclusion Yanshu compound radix sphore injection combined with radiotherapy can reudce bone metastasis pain, reduce bone marrow suppression and improve quality of life in patients with advanced lung cancer and bone metastasis.
10.Long-term follow up of dry eye after LASIK in young myopia patients
Ruifeng SU ; Leqi SU ; Litao GUO ; Xiaohong LI ; Jing SHI ; Weili DONG ; Xiaobo TAN
Recent Advances in Ophthalmology 2017;37(8):751-754
Objective To investigate long-term data of dry eye after LASIK in young myopia patients.Methods Young myopia patients were divided into treated group (group A) and control (group B),who were interviewed before surgery and on 1 year,3 years and 5 years after surgery.Their diopters,uncorrected visual acuity (UCVA),tear breakup time test,Schirmer I test and corneal fluorescent staining were taken,then dry eye was diagnosed and OSDI questionnaire were scored.Results The postoperative incidence of dry eye in group A was higher than that before surgery (35.6%) and decreased with time (51.7%,44.9% and 40.7%,respectively),and there was no significant difference in group B at each time point (P > 0.05).The preoperative incidence of dry eye was equal between two groups (P > 0.05),which were much higher in group A after surgery (all P < 0.05).In group A,the postoperative constituent ratio of mild dry eye was the majority and decreased with time (65.6%,52.8%,41.7%,respectively),while moderate and severe dry eye was increased,especially the latter (6.6%,11.3% and 16.7%,respectively;P < 0.05).At 5 years after surgery,the UCVA and visual function score in dry eye patients were lower than those of non-dry eye patients (all P < 0.05),while the residual refraction and ocular symptom score were higher than those of dry eye patients (all P < 0.05).Conclusion Dry eye disease may last for a long time and may getting worse after LASIK.Therefore,we should pay more attention to the development of dry eye long after LASIK in young myopic patients.


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