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
;
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
2.Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury (version 2025)
Kai HUANG ; Lunhao BAI ; Qing BI ; Hong CHEN ; Jiwu CHEN ; Xuesong DAI ; Wenyong FEI ; Weili FU ; Zhizeng GAO ; Lin GUO ; Yinghui HUA ; Jingmin HUANG ; Suizhu HUANG ; Xuan HUANG ; Jian LI ; Qiang LI ; Shuzhen LI ; Yanlin LI ; Yunxia LI ; Zhong LI ; Ning LIU ; Yuqiang LIU ; Wei LU ; Hongbin LYU ; Haile PAN ; Xiaoyun PAN ; Chao QI ; Weiliang SHEN ; Luning SUN ; Jin TANG ; Zimin WANG ; Bide WANG ; Ru WANG ; Shaobai WANG ; Licheng WEI ; Weidong XU ; Yongsheng XU ; Jizhou YANG ; Liang YANG ; Rui YANG ; Hongbo YOU ; Tengbo YU ; Jiakuo YU ; Bing YUE ; Hua ZHANG ; Hui ZHANG ; Qingsong ZHANG ; Xintao ZHANG ; Jiajun ZHAO ; Lilian ZHAO ; Qichun ZHAO ; Song ZHAO ; Jiapeng ZHENG ; Jiang ZHENG ; Zhi ZHENG ; Jingbin ZHOU ; Jinzhong ZHAO
Chinese Journal of Trauma 2025;41(4):325-338
With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.
3.Personalized modification of donor human milk microbiota using mother's own milk: a microbiome profiling study
Yanyu FAN ; Junmei JIANG ; Rong YU ; Renfeng LI ; Xiaoyun ZHONG ; Yan WU
Chinese Journal of Perinatal Medicine 2025;28(7):576-583
Objective:To investigate microbial ecology in restored milk (RM) -donor human milk (DHM) supplemented with mother's own milk (MOM)-under varying MOM ratios, incubation temperatures, and durations. Methods:This in vitro controlled study utilized breast milk samples collected from mothers of preterm infants (<37 weeks) admitted to the Neonatal Intensive Care Unit of Chongqing Health Center for Women and Children between December 2024 and March 2025, including five MOM samples and one DHM sample. Each MOM sample was mixed with DHM at 10% (RM-10 group) or 30% (RM-30 group) volume ratios. Samples were incubated at room temperature (23-26 ℃) and 37 ℃ for 1 h and 4 h, followed by collection. Microbial α-diversity (Chao/Shannon indices), β-diversity (principal co-ordinates analysis), and taxonomic composition (phylum/genus) were analyzed via high-throughput sequencing. Statistical analysis included analysis of variance and the Kruskal-Wallis H test. Results:No statistically significant differences in the Chao index or Shannon index were observed between the RM-10 and RM-30 groups across different incubation times and temperatures ( H or F values=7.61 and 93.20, respectively; both P>0.05). At 37 ℃, the microbial composition of the RM-30 group at both 1 h and 4 h showed no significant difference compared to the initial MOM samples ( R=-0.018, P=0.540), with Firmicutes abundance restored to 65%-90% of the initial MOM level. At room temperature, incubation of the RM-30 group partially restored microbial communities (50%-60%), but induced overgrowth of Proteobacteria (e.g., Pseudomonas, Acinetobacter). Incubation of the RM-10 group at 37 ℃ for 1 h and 4 h also showed no significant difference in microbial composition compared to the initial MOM ( R=-0.004, P=0.442). However, at room temperature, Proteobacteria consistently increased in the RM-10 group samples, and significant differences in microbial composition compared to initial MOM were observed at both 1 h and 4 h ( R=0.179, P=0.027). Conclusion:Under the experimental conditions of this study, preliminary evidence suggests that incubating a blend of DHM and 30% MOM at 37 ℃ for 1 h or 4 h may modulate the microbial composition toward a potentially beneficial profile.
4.Application effect of dual-track nursing intervention in children with lobar pneumonia
Tianying WANG ; Xueqin LU ; Ying WU ; Xiaoyun ZHAO ; Liqin YAN ; Yaping ZHONG ; Duo PAN ; Tingting LI
Journal of Clinical Medicine in Practice 2025;29(18):117-120,136
Objective To explore the application effect of the dual-track nursing intervention model in the treatment process of children with lobar pneumonia.Methods A total of 186 children with lobar pneumonia were selected and randomly divided into control group and intervention group u-sing a double-blind method,with 93 cases in each group.The control group received conventional nursing intervention,while the intervention group implemented the dual-track nursing intervention model on the basis of conventional nursing.This model included the establishment and training of nurs-ing teams,personalized nursing plans,health education,and psychological support.Outside the hos-pital,it emphasized family support,regular follow-up guidance,and community-based collaborative ed-ucation.Both groups received a 3-week intervention.The improvement times of clinical symptoms,hos-pital stay,pulmonary function indicators before and after nursing,treatment compliance,and family members' satisfaction with nursing were compared and analyzed between the two groups.Results The fever resolution time[(3.89±0.96)d],cough relief time[(6.21±1.34)d],disappearance time of pulmonary rales[(7.89±1.56)d],and hospital stay duration[(9.45±1.89)d]in the intervention group were all shorter than those in the control group[(5.23±1.14),(7.45±1.67),(9.32±2.01),and(11.28±2.35)d,respectively],with statistically significant differences(P<0.05).After nursing,the forced expiratory volume in one second(FEV1)[(1.51±0.22)L],forced vital capacity(FVC)[(1.75±0.25)L],and FEV1/FVC[(94.12±5.65)%]in the intervention group were all higher than those in the control group[(1.42±0.15)L,(1.66±0.22)L,and(85.73±8.41)%,respectively],with statistically significant differences(P<0.05).The scores for exami-nation cooperation[(23.91±3.82)points],nursing cooperation[(24.19±4.03)points],standardized medication use[(24.26±3.94)points],and rational diet[(23.77±3.62)points]in the intervention group were higher than those in the control group[(20.16±3.53),(19.64±3.46),(23.05±3.68),and(18.85±3.41)points,respectively],with statistically significant differences(P<0.05).The satisfaction rate of family members with nursing work in the intervention group was higher than that in the control group,with a statistically significant difference(98.92%versus 89.25%,P<0.05).Conclusion The dual-track nursing intervention model has a signifi-cant application effect in children with lobar pneumonia.It can accelerate their recovery process,improve treatment compliance,promote pulmonary function improvement,and enhance family mem-bers' satisfaction.
5.Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury (version 2025)
Kai HUANG ; Lunhao BAI ; Qing BI ; Hong CHEN ; Jiwu CHEN ; Xuesong DAI ; Wenyong FEI ; Weili FU ; Zhizeng GAO ; Lin GUO ; Yinghui HUA ; Jingmin HUANG ; Suizhu HUANG ; Xuan HUANG ; Jian LI ; Qiang LI ; Shuzhen LI ; Yanlin LI ; Yunxia LI ; Zhong LI ; Ning LIU ; Yuqiang LIU ; Wei LU ; Hongbin LYU ; Haile PAN ; Xiaoyun PAN ; Chao QI ; Weiliang SHEN ; Luning SUN ; Jin TANG ; Zimin WANG ; Bide WANG ; Ru WANG ; Shaobai WANG ; Licheng WEI ; Weidong XU ; Yongsheng XU ; Jizhou YANG ; Liang YANG ; Rui YANG ; Hongbo YOU ; Tengbo YU ; Jiakuo YU ; Bing YUE ; Hua ZHANG ; Hui ZHANG ; Qingsong ZHANG ; Xintao ZHANG ; Jiajun ZHAO ; Lilian ZHAO ; Qichun ZHAO ; Song ZHAO ; Jiapeng ZHENG ; Jiang ZHENG ; Zhi ZHENG ; Jingbin ZHOU ; Jinzhong ZHAO
Chinese Journal of Trauma 2025;41(4):325-338
With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.
6.Personalized modification of donor human milk microbiota using mother's own milk: a microbiome profiling study
Yanyu FAN ; Junmei JIANG ; Rong YU ; Renfeng LI ; Xiaoyun ZHONG ; Yan WU
Chinese Journal of Perinatal Medicine 2025;28(7):576-583
Objective:To investigate microbial ecology in restored milk (RM) -donor human milk (DHM) supplemented with mother's own milk (MOM)-under varying MOM ratios, incubation temperatures, and durations. Methods:This in vitro controlled study utilized breast milk samples collected from mothers of preterm infants (<37 weeks) admitted to the Neonatal Intensive Care Unit of Chongqing Health Center for Women and Children between December 2024 and March 2025, including five MOM samples and one DHM sample. Each MOM sample was mixed with DHM at 10% (RM-10 group) or 30% (RM-30 group) volume ratios. Samples were incubated at room temperature (23-26 ℃) and 37 ℃ for 1 h and 4 h, followed by collection. Microbial α-diversity (Chao/Shannon indices), β-diversity (principal co-ordinates analysis), and taxonomic composition (phylum/genus) were analyzed via high-throughput sequencing. Statistical analysis included analysis of variance and the Kruskal-Wallis H test. Results:No statistically significant differences in the Chao index or Shannon index were observed between the RM-10 and RM-30 groups across different incubation times and temperatures ( H or F values=7.61 and 93.20, respectively; both P>0.05). At 37 ℃, the microbial composition of the RM-30 group at both 1 h and 4 h showed no significant difference compared to the initial MOM samples ( R=-0.018, P=0.540), with Firmicutes abundance restored to 65%-90% of the initial MOM level. At room temperature, incubation of the RM-30 group partially restored microbial communities (50%-60%), but induced overgrowth of Proteobacteria (e.g., Pseudomonas, Acinetobacter). Incubation of the RM-10 group at 37 ℃ for 1 h and 4 h also showed no significant difference in microbial composition compared to the initial MOM ( R=-0.004, P=0.442). However, at room temperature, Proteobacteria consistently increased in the RM-10 group samples, and significant differences in microbial composition compared to initial MOM were observed at both 1 h and 4 h ( R=0.179, P=0.027). Conclusion:Under the experimental conditions of this study, preliminary evidence suggests that incubating a blend of DHM and 30% MOM at 37 ℃ for 1 h or 4 h may modulate the microbial composition toward a potentially beneficial profile.
7.Research progress on placental transfusion combined with respiratory support in delivery room
Chinese Journal of Perinatal Medicine 2024;27(5):432-435
Neonates, especially extremely preterm infants or those who have suffered birth asphyxia, require placental transfusion to stabilize blood pressure and respiratory support to maintain pulmonary expansion after birth. In clinical practices, it is common to first perform delayed cord clamping, followed by respiratory support after the umbilical cord has been cut. Nevertheless, as the prolonged onset of respiratory support carries risks, recent clinical studies have been investigating the possibility of implementing concurrent placental transfusion and respiratory support. This review discusses the physiological principles of placental transfusion combined with respiratory support, different methods of implementation, and their effects on neonates.
8.Promoting the implementation of delayed cord clamping in very preterm infants by quality improvement method
Sijie SONG ; Jiangfeng OU ; Nuo QIN ; Yefang ZHU ; Yan WU ; Hua GONG ; Wen CHEN ; Junying YE ; Xiaoyun ZHONG
Chinese Journal of Perinatal Medicine 2024;27(6):490-498
Objective:To investigate the effect of quality improvement (QI) project on delayed cord clamping (DCC) implementation in very preterm infants.Methods:This study retrospectively collected the clinical data and assessed the QI indices of very preterm infants born in the Women and Children's Hospital of Chongqing Medical University and transferred to the Neonatology Department from January 2017 to January 2021. The indices for QI assessment included three types: (1) process indices: the implementation rate and timing of DCC; (2) outcome indices: hemoglobin level and hematocrit, etc; (3) balancing indices: the proportion of neonates requiring endotracheal intubation in the delivery room and chest compressions, Apgar score body temperature, and blood pH value on admission, etc. There were four phases for the implementation of QI, the pre-QI period (January to December of 2017), the QI period (January to December of 2018), the post-QI period (January to December of 2019), and the sustained-QI period (January 2020 to January 2021). The QI project was performed since August 2018. Control charts or statistical tests were used for statistical analysis.Results:(1) Process indices: After the implementation of the QI project, the practice of DCC increased from 0 to 82.2%, and the timing of umbilical cord clamping was from 0 s to a delay of 47.1 s. (2) Outcome indices: The levels of hemoglobin in the QI period, the post-QI period, and the sustained-QI period were significantly higher than those in the pre-QI period [(202.22±28.84), (210.10±33.52), (210.52±32.27) g/L vs. (187.94±35.29) g/L; F=8.61, P<0.001]. The hematocrit values in the post-QI period and the sustained-QI period were significantly higher than those in the pre-QI period [(58.99±8.71) %, (60.18±8.06)% vs. (55.41±9.17)%; χ2=5.13, P=0.002]. The other indices showed no statistical differences in different phases. (3) Balancing indices: The proportions of neonates receiving endotracheal intubation in the delivery room in the post-QI period and the sustained-QI period were significantly lower than those in the pre-QI period [16.0% (19/119), 13.2% (25/191) vs. 42.3% (30/71); χ2=29.08, P<0.001]. The body temperature on admission increased gradually through the four periods [pre-QI period: 35.3 ℃ (34.5-36.1 ℃); QI period: 36.0 ℃ (34.0-37.7 ℃); post-QI period: 36.0 ℃ (35.6-37.4 ℃); sustained-QI period: 37.0 ℃ (35.9-38.1 ℃); H=277.88, P<0.001]. The blood pH value on admission in the sustained-QI period [7.32 (6.85-7.50)] was significantly higher than those in the other three periods [7.26 (7.07-7.46), 7.26 (7.04-7.43), and 7.25 (6.91-7.49); H=34.46, P<0.001]. Conclusion:The interventions in this QI project significantly increase the practice of DCC and enable a longer DCC in very preterm infants.
9.Construction of the User Portrait Model of Internet Medical Platform Based on Text Mining
Yanhua LYU ; Kanglong WANG ; Xiaoyun ZHONG ; Junye CHEN
Journal of Medical Informatics 2024;45(6):7-12
Purpose/Significance The internet consultation user portrait is constructed to explore the consultation topic,improve the consultation service quality,reduce the communication barriers between doctors and patients,and provide targeted treatment in an online and offline manner.Method/Process Python crawler is used to obtain the autism diagnosis data of a medical platform,and the combined model of LDA and TF-TFIDF is used to divide the data,and the user group classification is realized after dimensionality reduction clus-tering.Finally,the characteristic sets of different user groups are calculated and output by logistic regression model to construct the por-trait.Result/Conclusion The consultation content of users mainly focuses on 11 topics.The platform can optimize the consultation filling template based on the typical characteristics of the subject content to improve the accuracy of the disease description,consultation effi-ciency and satisfaction of patients.
10.Mediating effect of empowerment between self-perceived burden and medication adherence in kidney transplant recipients
Xiaoyun GUAN ; Xuan WANG ; Beifen ZHONG ; Yi ZHOU ; Yan SHI
Chinese Journal of Modern Nursing 2024;30(11):1470-1476
Objective:To explore the mediating effect of empowerment between self-perceived burden and medication adherence in kidney transplant recipients, so as to provide reference for improving medication adherence in kidney transplant recipients.Methods:This study was a cross-sectional survey. From August to December 2022, convenience sampling was used to select 240 kidney transplant recipients who were followed up at the Kidney Transplantation Center of Shanghai General Hospital as the research subject. A survey was conducted on subjects using the General Information Questionnaire, Self-Perceived Burden Scale (SPBS), Client Empowerment Scale (CES), and Basel Assessment of Adherence with Immunosuppressive Medication Scale (BAASIS) to analyze the correlation between patient self-perceived burden, empowerment, and medication compliance, as well as the mediating effect of empowerment between the two.Results:A total of 240 questionnaires were distributed, and 226 valid questionnaires were collected, with a valid response rate of 94.2% (226/240). Among 226 kidney transplant recipients, the total scores of SPBS, CES, and BAASIS were (27.34±8.03), (159.86±13.45), and (5.05±1.75), respectively. The SPBS score of the recipient was negatively correlated with the CES score ( r=-0.366, P<0.05), and positively correlated with the BAASIS score ( r=0.448, P<0.05). The CES score was negatively correlated with the BAASIS score ( r=-0.456, P<0.05). The above differences were statistically significant. Empowerment partially mediated the association between self-perceived burden and medication adherence in kidney transplant recipients, with a mediating effect ratio of 38.7%. Conclusions:Renal transplant recipients have poor medication adherence, and empowerment is a mediating variable between self-perceived burden and medication adherence. Medical and nursing staff should attach importance to and enhance the empowerment of kidney transplant recipients, in order to alleviate the negative impact of self-perceived burden, increase medication compliance of recipients, and improve their health outcomes.

Result Analysis
Print
Save
E-mail