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.Efficacy and safety of a domestic hair follicle extraction system in extracting hair follicles from patients with androgenetic alopecia: a multicenter, prospective, randomized, self-controlled clinical trial
Kai YANG ; Jinran LIN ; Fei ZHU ; Suyun FENG ; Zheng LI ; Yue ZHANG ; Ruiming HU ; Hanxiao CHENG ; Zhentao ZHOU ; Yatong WU ; Dingquan YANG ; Jufang ZHANG ; Wenyu WU
Chinese Journal of Dermatology 2025;58(7):603-607
Objective:To compare the efficacy and safety of a domestic hair follicle extraction system versus traditional follicular unit excision (FUE) in extracting hair follicles for the treatment of androgenetic alopecia (AGA) .Methods:A multicenter, randomized, self-controlled clinical trial was conducted on AGA patients aged 18 - 59 years who were recruited from the Huashan Hospital, Fudan University, the Affiliated Hangzhou First People's Hospital, and the China-Japan Friendship Hospital between June 2023 and September 2024. Each patient's scalp was randomly divided into two sides (experimental side vs. control side) using an envelope method. The experimental side underwent robotic hair transplantation with a domestic hair follicle extraction system, and the control side underwent traditional FUE. Hair follicles were extracted from the safe donor area in the occipital region, and implanted into the ipsilateral hair loss area. The primary outcome was the hair transection rate which was calculated immediately after follicular extraction. The secondary outcomes included the hair follicle unit loss rate and the change in hair density at the recipient site on postoperative day 14. Safety was evaluated by assessing the incidence of folliculitis at the donor site on postoperative day 14 and the overall incidence of adverse events. Surgical outcomes were evaluated at 9 months after surgery. Comparisons of evaluation indicators among groups were performed by using a paired t test or Wilcoxon signed-rank test. Results:A total of 55 patients with AGA (51 males and 4 females, aged 32.71 ± 5.75 years) completed the hair follicle transplantation and postoperative follow-up. The hair transection rate ( M[ Q1, Q3]) was 6.65% (4.56%, 10.16%) in the experimental group and 5.28% (3.04%, 8.89%) in the control group (difference = 1.24%, 95% CI: -0.24%, 2.65%) . The hair follicle unit loss rate was 2.00% (1.00%, 3.50%) in the experimental group and 0.50% (0, 2.00%) in the control group, with a significant difference between the two groups ( P = 0.008) . On postoperative day 14, there was no significant difference in the hair density between the experimental group and control group (72.20 ± 25.95 per cm 2vs. 76.49 ± 30.84 per cm 2, P = 0.173) . At 9-month follow-up, both groups showed improvement in the investigator's overall score in the recipient areas. Seven adverse events occurred in 7 subjects (12.72%) in each group, and all were mild folliculitis. Conclusion:The domestic hair follicle extraction system demonstrated comparable efficacy and safety to the traditional FUE in hair transplantation.
3.Clinical characteristics and outcomes of elderly patients with stage Ⅰ diffuse large B-cell lymphoma: a study by the Jiangsu Cooperative Lymphoma Group (JCLG)
Yi XIA ; Jing HE ; Weiying GU ; Tao JIA ; Tingxun LU ; Yongle LI ; Jiahao ZHOU ; Bingzong LI ; Haiying HUA ; Ping LIU ; Yuqing MIAO ; Yuexin CHENG ; Xiaoyan XIE ; Yunping ZHANG ; Wenzhong WU ; Zhuxia JIA ; Xuzhang LU ; Chunling WANG ; Liang YU ; Min XU ; Jinning SHI ; Weifeng CHEN ; Wanchuan ZHUANG ; Zhen QIAN ; Jun QIAN ; Haiwen NI ; Yifei CHEN ; Qiudan SHEN ; Jianyong LI ; Wenyu SHI
Chinese Journal of Internal Medicine 2025;64(6):504-513
Objective:To summarize the clinical characteristics of elderly patients with stage Ⅰ diffuse large B-cell lymphoma (DLBCL) and analyze the factors associated with prognosis.Methods:A case series study was conducted by retrospectively collecting clinical data from patients aged over 60 years with newly diagnosed stage Ⅰ DLBCL across 20 medical centers in Jiangsu Province, China, between June 2010 and April 2023. The involved site, classification and treatment plan were summarized. The primary endpoints were progression-free survival (PFS) and overall survival (OS). Statistical analyses were performed using the Kaplan-Meier method, and Cox regression model.Results:The study included 255 patients with a median age of 69 years, of whom 130 (51.0%) were male, 66 (25.9%) were aged ≥75 years and 26 (10.1%) had a high Charlson Comorbidity Index (CCI) score of ≥2. Extranodal involvement was observed in 163 (63.9%) patients, with the stomach (37.4%, 61/163), intestine (19.0%, 31/163), testes (11.0%, 18/163), and breast (7.4%, 12/163) being the most frequently affected sites. The non-germinal center B-cell (non-GCB) subtype was prevalent in 63.7% of patients (142/223), with no significant difference between the nodal and extranodal groups ( P=0.681). Furthermore, 73.9% (184/249) and 11.7% (29/249) of patients received the R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone) and R-miniCHOP regimen, respectively. The overall 3-year PFS rate was 81.5%, and the 3-year OS rate was 85.6%. Patients aged ≥75 years ( HR=2.910, 95% CI 1.565-5.408, P=0.001) and/or with a CCI score ≥2 ( HR=2.324, 95% CI 1.141-4.732, P=0.020) had a significantly poorer PFS. Incorporating age ≥75 years and CCI score ≥2 into the stage-modified international prognostic index (sm-IPI) can better stratify the prognosis of elderly patients with stage Ⅰ DLBCL. The 3-year PFS rate was 48.7% in the high-risk group versus 85.7% in the low-risk group ( P<0.001). Conclusions:Our findings show that the elderly patients with stage Ⅰ DLBCL were predominantly characterized by extranodal involvement (particularly in the stomach and intestinal tract) and non-GCB subtype. Age ≥75 years and CCI ≥2 were identified as independent prognostic factors. The newly established sm-IPI-75-CCI incorporating these factors demonstrated superior prognostic discrimination compared to conventional risk assessment systems.
4.Efficacy and safety of a domestic hair follicle extraction system in extracting hair follicles from patients with androgenetic alopecia: a multicenter, prospective, randomized, self-controlled clinical trial
Kai YANG ; Jinran LIN ; Fei ZHU ; Suyun FENG ; Zheng LI ; Yue ZHANG ; Ruiming HU ; Hanxiao CHENG ; Zhentao ZHOU ; Yatong WU ; Dingquan YANG ; Jufang ZHANG ; Wenyu WU
Chinese Journal of Dermatology 2025;58(7):603-607
Objective:To compare the efficacy and safety of a domestic hair follicle extraction system versus traditional follicular unit excision (FUE) in extracting hair follicles for the treatment of androgenetic alopecia (AGA) .Methods:A multicenter, randomized, self-controlled clinical trial was conducted on AGA patients aged 18 - 59 years who were recruited from the Huashan Hospital, Fudan University, the Affiliated Hangzhou First People's Hospital, and the China-Japan Friendship Hospital between June 2023 and September 2024. Each patient's scalp was randomly divided into two sides (experimental side vs. control side) using an envelope method. The experimental side underwent robotic hair transplantation with a domestic hair follicle extraction system, and the control side underwent traditional FUE. Hair follicles were extracted from the safe donor area in the occipital region, and implanted into the ipsilateral hair loss area. The primary outcome was the hair transection rate which was calculated immediately after follicular extraction. The secondary outcomes included the hair follicle unit loss rate and the change in hair density at the recipient site on postoperative day 14. Safety was evaluated by assessing the incidence of folliculitis at the donor site on postoperative day 14 and the overall incidence of adverse events. Surgical outcomes were evaluated at 9 months after surgery. Comparisons of evaluation indicators among groups were performed by using a paired t test or Wilcoxon signed-rank test. Results:A total of 55 patients with AGA (51 males and 4 females, aged 32.71 ± 5.75 years) completed the hair follicle transplantation and postoperative follow-up. The hair transection rate ( M[ Q1, Q3]) was 6.65% (4.56%, 10.16%) in the experimental group and 5.28% (3.04%, 8.89%) in the control group (difference = 1.24%, 95% CI: -0.24%, 2.65%) . The hair follicle unit loss rate was 2.00% (1.00%, 3.50%) in the experimental group and 0.50% (0, 2.00%) in the control group, with a significant difference between the two groups ( P = 0.008) . On postoperative day 14, there was no significant difference in the hair density between the experimental group and control group (72.20 ± 25.95 per cm 2vs. 76.49 ± 30.84 per cm 2, P = 0.173) . At 9-month follow-up, both groups showed improvement in the investigator's overall score in the recipient areas. Seven adverse events occurred in 7 subjects (12.72%) in each group, and all were mild folliculitis. Conclusion:The domestic hair follicle extraction system demonstrated comparable efficacy and safety to the traditional FUE in hair transplantation.
5.Clinical characteristics and outcomes of elderly patients with stage Ⅰ diffuse large B-cell lymphoma: a study by the Jiangsu Cooperative Lymphoma Group (JCLG)
Yi XIA ; Jing HE ; Weiying GU ; Tao JIA ; Tingxun LU ; Yongle LI ; Jiahao ZHOU ; Bingzong LI ; Haiying HUA ; Ping LIU ; Yuqing MIAO ; Yuexin CHENG ; Xiaoyan XIE ; Yunping ZHANG ; Wenzhong WU ; Zhuxia JIA ; Xuzhang LU ; Chunling WANG ; Liang YU ; Min XU ; Jinning SHI ; Weifeng CHEN ; Wanchuan ZHUANG ; Zhen QIAN ; Jun QIAN ; Haiwen NI ; Yifei CHEN ; Qiudan SHEN ; Jianyong LI ; Wenyu SHI
Chinese Journal of Internal Medicine 2025;64(6):504-513
Objective:To summarize the clinical characteristics of elderly patients with stage Ⅰ diffuse large B-cell lymphoma (DLBCL) and analyze the factors associated with prognosis.Methods:A case series study was conducted by retrospectively collecting clinical data from patients aged over 60 years with newly diagnosed stage Ⅰ DLBCL across 20 medical centers in Jiangsu Province, China, between June 2010 and April 2023. The involved site, classification and treatment plan were summarized. The primary endpoints were progression-free survival (PFS) and overall survival (OS). Statistical analyses were performed using the Kaplan-Meier method, and Cox regression model.Results:The study included 255 patients with a median age of 69 years, of whom 130 (51.0%) were male, 66 (25.9%) were aged ≥75 years and 26 (10.1%) had a high Charlson Comorbidity Index (CCI) score of ≥2. Extranodal involvement was observed in 163 (63.9%) patients, with the stomach (37.4%, 61/163), intestine (19.0%, 31/163), testes (11.0%, 18/163), and breast (7.4%, 12/163) being the most frequently affected sites. The non-germinal center B-cell (non-GCB) subtype was prevalent in 63.7% of patients (142/223), with no significant difference between the nodal and extranodal groups ( P=0.681). Furthermore, 73.9% (184/249) and 11.7% (29/249) of patients received the R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone) and R-miniCHOP regimen, respectively. The overall 3-year PFS rate was 81.5%, and the 3-year OS rate was 85.6%. Patients aged ≥75 years ( HR=2.910, 95% CI 1.565-5.408, P=0.001) and/or with a CCI score ≥2 ( HR=2.324, 95% CI 1.141-4.732, P=0.020) had a significantly poorer PFS. Incorporating age ≥75 years and CCI score ≥2 into the stage-modified international prognostic index (sm-IPI) can better stratify the prognosis of elderly patients with stage Ⅰ DLBCL. The 3-year PFS rate was 48.7% in the high-risk group versus 85.7% in the low-risk group ( P<0.001). Conclusions:Our findings show that the elderly patients with stage Ⅰ DLBCL were predominantly characterized by extranodal involvement (particularly in the stomach and intestinal tract) and non-GCB subtype. Age ≥75 years and CCI ≥2 were identified as independent prognostic factors. The newly established sm-IPI-75-CCI incorporating these factors demonstrated superior prognostic discrimination compared to conventional risk assessment systems.
6.Investigation of the Mechanism of Xiangcao Fuzheng Mixture in Treating Non-small Cell Lung Cancer Based on Network Pharmacology
Shuo WANG ; Quan CHENG ; Wenyu LIAO
Journal of Zhejiang Chinese Medical University 2024;48(12):1500-1511
[Objective]To investigate the mechanism of Xiangcao Fuzheng Mixture(XCFZ) in treating non-small cell lung cancer based on network pharmacology.[Methods]The chemical constituents of XCFZ were determined by ultraperformance liquid chromatography-tandem mass spectrometry. Pharmacokinetic screening,target prediction,Kyoto Encyclopedia of Gene and Genome enrichment analysis and protein-protein interaction(PPI) analysis were carried out on these chemical components through the online database. Animal experiments verified the anti-tumor effect of XCFZ,and determined the expression of main core target protein in mouse tumor tissue.[Results]XCFZ contains 67 main components,and 34 chemical components are screened out,and 486 targets are predicted,involving 176 pathways,mainly phosphoinositide-3-kinase-protein kinase B(PI3K-AKT),Ras and T helper cell 17(Th17) cell differentiation. Twenty-six core targets and the top five degrees RAC-alpha serine/threonine-protein kinase(AKT1),interleukin-6(IL-6),cellular tumor antigen p53 (TP53),mitogen-activated protein kinase 3(MAPK3) and vascular endothelial growth factor A(VEGFA) were obtained by PPI analysis. The results of animal experiments showed that compared with model group,the tumor quality of mice in each administration group decreased (P<0.01),the ratio of Bcl-2/Bax and the expression levels of AKT1,MAPK3,VEGFA and IL-6 in XCFZ group decreased (P<0.01,P<0.05),while the expression level of TP53 protein increased (P<0.05,P<0.01).[Conclusion]The inhibitory effect of XCFZ on the growth of non-small cell lung cancer cells might be related to the inhibition of IL-6 expression to regulate the PI3K-AKT signaling pathway,Ras signaling pathway,Th17 differentiation signaling pathway,inhibition of VEGFA and MAPK3 protein expression,and PI3K-AKT signaling pathway may be the main pathway of its anticancer effect.
7.Investigation of the Mechanism of Xiangcao Fuzheng Mixture in Treating Non-small Cell Lung Cancer Based on Network Pharmacology
Shuo WANG ; Quan CHENG ; Wenyu LIAO
Journal of Zhejiang Chinese Medical University 2024;48(12):1500-1511
[Objective]To investigate the mechanism of Xiangcao Fuzheng Mixture(XCFZ) in treating non-small cell lung cancer based on network pharmacology.[Methods]The chemical constituents of XCFZ were determined by ultraperformance liquid chromatography-tandem mass spectrometry. Pharmacokinetic screening,target prediction,Kyoto Encyclopedia of Gene and Genome enrichment analysis and protein-protein interaction(PPI) analysis were carried out on these chemical components through the online database. Animal experiments verified the anti-tumor effect of XCFZ,and determined the expression of main core target protein in mouse tumor tissue.[Results]XCFZ contains 67 main components,and 34 chemical components are screened out,and 486 targets are predicted,involving 176 pathways,mainly phosphoinositide-3-kinase-protein kinase B(PI3K-AKT),Ras and T helper cell 17(Th17) cell differentiation. Twenty-six core targets and the top five degrees RAC-alpha serine/threonine-protein kinase(AKT1),interleukin-6(IL-6),cellular tumor antigen p53 (TP53),mitogen-activated protein kinase 3(MAPK3) and vascular endothelial growth factor A(VEGFA) were obtained by PPI analysis. The results of animal experiments showed that compared with model group,the tumor quality of mice in each administration group decreased (P<0.01),the ratio of Bcl-2/Bax and the expression levels of AKT1,MAPK3,VEGFA and IL-6 in XCFZ group decreased (P<0.01,P<0.05),while the expression level of TP53 protein increased (P<0.05,P<0.01).[Conclusion]The inhibitory effect of XCFZ on the growth of non-small cell lung cancer cells might be related to the inhibition of IL-6 expression to regulate the PI3K-AKT signaling pathway,Ras signaling pathway,Th17 differentiation signaling pathway,inhibition of VEGFA and MAPK3 protein expression,and PI3K-AKT signaling pathway may be the main pathway of its anticancer effect.
8.Clinical study of acupuncture comnined with robot training on the balance function of Parkinson's disease
Zhiqing CHENG ; Lulu PAN ; Sujin LIN ; Wenyu CHEN ; Yinghao ZHI
China Modern Doctor 2023;61(35):9-12,41
Objective To investigate the therapeutic effect of different combinations of acupuncture and robot training on balance function in patients with Parkinson's disease.Methods A total of 60 patients with Parkinson's disease admitted to Wenzhou Traditional Medicine Hospital from October 2020 to October 2022 were randomly divided into two groups.Group A was given robot training after receiving acupuncture of Baihui and Dazhui points.Group B received those treatments simultaneously.And the balance function of patients was evaluated by Berg balance scale(BBS),Morse fall assessment scale(MFS)and timed up and go test(TUGT).Results In the intra-group comparison,TUGT in group A was significantly improved after 4 weeks of treatment(P<0.01);MFS and TUGT in group B were significantly improved compared with those before treatment(P<0.01).After 8 weeks of treatment,BBS and TUGT in group A were significantly improved compared with those before treatment(P<0.01);BBS,MFS and TUGT in group B were significantly improved compared with those before treatment(P<0.01).At the 12th week,BBS,MFS and TUGT in both groups were significantly improved compared with those before treatment(P<0.01).Comparison between groups:BBS,MFS and TUGT in group B were not significantly different from those in group A at 4 weeks of treatment(P>0.05);After 8 weeks of treatment,MFS in group B was significantly improved compared with that in group A(P<0.05),BBS and TUGT were better than that in group A without significant difference(P>0.05).After 12 weeks of treatment,BBS(P<0.01),MFS(P<0.01)and TUGT(P<0.05)in group B were significantly improved compared with group A.Conclusion Acupuncture at Baihui and Dazhui points combined with robot training simultaneously can improve the balance function and anti-falling ability of Parkinson's disease.
9.mRNA vaccines for infectious diseases: research progress and applications.
Fengming QIN ; Ning REN ; Wenyu CHENG ; Heng WEI
Chinese Journal of Biotechnology 2023;39(10):3966-3984
Messenger RNA (mRNA) vaccines emerge as promising vaccines to prevent infectious diseases. Compared with traditional vaccines, mRNA vaccines present numerous advantages, such as high potency, safe administration, rapid production potentials, and cost-effective manufacturing. In 2020, two COVID-19 vaccines (BNT162b2 and mRNA-1273) were approved by the Food and Drug Administration (FDA). The two vaccines showed high efficiency in combating COVID-19, which indicates the great advantages of mRNA technology in developing vaccines against emergent infectious diseases. Here, we summarize the type, immune mechanisms, modification methods of mRNA vaccines, and their applications in preventing infectious diseases. Current challenges and future perspectives in developing mRNA vaccines are also discussed.
United States
;
Humans
;
mRNA Vaccines
;
BNT162 Vaccine
;
COVID-19 Vaccines/genetics*
;
Communicable Diseases
;
RNA, Messenger/genetics*
10.Identification of Bulbocodin D and C as novel STAT3 inhibitors and their anticancer activities in lung cancer cells.
Xinyu HE ; Jiarui FU ; Wenyu LYU ; Muyang HUANG ; Jianshan MO ; Yaxin CHENG ; Yulian XU ; Lijun ZHENG ; Xiaolei ZHANG ; Lu QI ; Lele ZHANG ; Ying ZHENG ; Mingqing HUANG ; Lin NI ; Jinjian LU
Chinese Journal of Natural Medicines (English Ed.) 2023;21(11):842-851
Cancer stands as one of the predominant causes of mortality globally, necessitating ongoing efforts to develop innovative therapeutics. Historically, natural products have been foundational in the quest for anticancer agents. Bulbocodin D (BD) and Bulbocodin C (BC), two bibenzyls derived from Pleione bulbocodioides (Franch.) Rolfe, have demonstrated notable in vitro anticancer activity. In human lung cancer A549 cells, the IC50s for BD and BC were 11.63 and 11.71 μmol·L-1, respectively. BD triggered apoptosis, as evidenced by an upsurge in Annexin V-positive cells and elevated protein expression of cleaved-PARP in cancer cells. Furthermore, BD and BC markedly inhibited the migratory and invasive potentials of A549 cells. The altered genes identified through RNA-sequencing analysis were integrated into the CMap dataset, suggesting BD's role as a potential signal transducer and activator of transcription 3 (STAT3) inhibitor. SwissDock and MOE analyses further revealed that both BD and BC exhibited a commendable binding affinity with STAT3. Additionally, a surface plasmon resonance assay confirmed the direct binding affinity between these compounds and STAT3. Notably, treatment with either BD or BC led to a significant reduction in p-STAT3 (Tyr 705) protein levels, regardless of interleukin-6 stimulation in A549 cells. In addition, the extracellular signal-regulated kinase (ERK) was activated after BD or BC treatment. An enhancement in cancer cell mortality was observed upon combined treatment of BD and U0126, the MEK1/2 inhibitor. In conclusion, BD and BC emerge as promising novel STAT3 inhibitors with potential implications in cancer therapy.
Humans
;
Lung Neoplasms/metabolism*
;
STAT3 Transcription Factor/metabolism*
;
Antineoplastic Agents/chemistry*
;
A549 Cells
;
Apoptosis
;
Cell Line, Tumor
;
Cell Proliferation

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