2.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
3.How Fear Memory is Updated: From Reconsolidation to Extinction?
Jiahui CHEN ; Zhuowen FANG ; Xiaolan ZHANG ; Yanrong ZHENG ; Zhong CHEN
Neuroscience Bulletin 2025;41(6):1054-1084
Post-traumatic stress disorder (PTSD) is a psychiatric disorder caused by traumatic past experiences, rooted in the neurocircuits of fear memory formation. Memory processes include encoding, storing, and recalling to forgetting, suggesting the potential to erase fear memories through timely interventions. Conventional strategies such as medications or electroconvulsive therapy often fail to provide permanent relief and come with significant side-effects. This review explores how fear memory may be erased, particularly focusing on the mnemonic phases of reconsolidation and extinction. Reconsolidation strengthens memory, while extinction weakens it. Interfering with memory reconsolidation could diminish the fear response. Alternatively, the extinction of acquired memory could reduce the fear memory response. This review summarizes experimental animal models of PTSD, examines the nature and epidemiology of reconsolidation to extinction, and discusses current behavioral therapy aimed at transforming fear memories to treat PTSD. In sum, understanding how fear memory updates holds significant promise for PTSD treatment.
Fear/psychology*
;
Extinction, Psychological/physiology*
;
Animals
;
Stress Disorders, Post-Traumatic/psychology*
;
Humans
;
Memory Consolidation/physiology*
;
Memory/physiology*
4.Strychni Semen and its active compounds promote axon regeneration following peripheral nerve injury by suppressing myeloperoxidase in the dorsal root ganglia.
Yan ZHANG ; Xin-Yue ZHAO ; Meng-Ting LIU ; Zhu-Chen ZHOU ; Hui-Bin CHENG ; Xu-Hong JIANG ; Yan-Rong ZHENG ; Zhong CHEN
Journal of Integrative Medicine 2025;23(2):169-181
OBJECTIVE:
Treating peripheral nerve injury (PNI) presents a clinical challenge due to limited axon regeneration. Strychni Semen, a traditional Chinese medicine, is clinically used for numbness and hemiplegia. However, its role in promoting functional recovery after PNI and the related mechanisms have not yet been systematically studied.
METHODS:
A mouse model of sciatic nerve crush (SNC) injury was established and the mice received drug treatment via intragastric gavage, followed by behavioral assessments (adhesive removal test, hot-plate test and Von Frey test). Transcriptomic analyses were performed to examine gene expression in the dorsal root ganglia (DRGs) from the third to the sixth lumbar vertebrae, so as to identify the significantly differentially expressed genes. Immunofluorescence staining was used to assess the expression levels of superior cervical ganglia neural-specific 10 protein (SCG10). The ultra-trace protein detection technique was used to evaluate changes in gene expression levels.
RESULTS:
Strychni Semen and its active compounds (brucine and strychnine) improved functional recovery in mice following SNC injury. Transcriptomic data indicated that Strychni Semen and its active compounds initiated transcriptional reprogramming that impacted cellular morphology and extracellular matrix remodeling in DRGs after SNC, suggesting potential roles in promoting axon regeneration. Imaging data further confirmed that Strychni Semen and its active compounds facilitated axon regrowth in SNC-injured mice. By integrating protein-protein interaction predictions, ultra-trace protein detection, and molecular docking analysis, we identified myeloperoxidase as a potentially critical factor in the axon regenerative effects conferred by Strychni Semen and its active compounds.
CONCLUSION
Strychni Semen and its active compounds enhance sensory function by promoting axonal regeneration after PNI. These findings establish a foundation for the future applications of Strychni Semen and highlight novel therapeutic strategies and drug targets for axon regeneration. Please cite this article as: Zhang Y, Zhao XY, Liu MT, Zhou ZC, Cheng HB, Jiang XH, Zheng YR, Chen Z. Strychni Semen and its active compounds promote axon regeneration following peripheral nerve injury by suppressing myeloperoxidase in the dorsal root ganglia. J Integr Med. 2025; 23(2): 169-181.
Animals
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Nerve Regeneration/drug effects*
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Mice
;
Peripheral Nerve Injuries/physiopathology*
;
Male
;
Ganglia, Spinal/enzymology*
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Axons/physiology*
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Peroxidase/antagonists & inhibitors*
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Mice, Inbred C57BL
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Drugs, Chinese Herbal/pharmacology*
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Disease Models, Animal
;
Strychnine/pharmacology*
6.Correction to: Gender difference in acquired seizure susceptibility in adult rats after early complex febrile seizures.
Yun-Jian DAI ; Zheng-Hao XU ; Bo FENG ; Ceng-Lin XU ; Hua-Wei ZHAO ; Deng-Chang WU ; Wei-Wei HU ; Zhong CHEN
Neuroscience Bulletin 2018;34(2):403-404
In the original publication of the article, the representative EEG of female rat pups with FS in Figure 1 C and D was incorrectly intercepted from that of male rat pups. This correction does not affect the conclusions of the paper. Figure 1 has been corrected on the online PDF version and displayed below.
7.Research progress on mechanism of Nix-mediated mitophagy.
Yanrong ZHENG ; Xiangnan ZHANG ; Zhong CHEN
Journal of Zhejiang University. Medical sciences 2017;46(1):92-96
Autophagy is fundamental to maintain cellular homeostasis. As one kind of the most well-studied selective autophagy, autophagy of mitochondria (mitophagy)is crucial for the clearance of damaged mitochondria. Mitophagy dysfunction has been proved to be closely associated with many human diseases. Nix is a key protein for mitophagy during the maturation of reticulocytes. However, the detailed molecular mechanisms underlying Nix-mediated mitophagy are not fully understood. This article summarizes three possible working models of Nix in mitophagy induction. Firstly, Nix can interplay with Parkin, another important protein for mitophagy, to initiate mitophagy. Secondly, Nix can serve as a receptor for autophagy machinery by interacting with Atg8 family through its LIR motif. Finally, as a BH3-only protein, Nix can compete with Beclin-1 to bind other members of Bcl-2 family resulting in increased free Beclin-1 in cytosol, which further promotes autophagy flux.
Autophagy
;
genetics
;
physiology
;
Autophagy-Related Protein 8 Family
;
physiology
;
Beclin-1
;
physiology
;
Membrane Proteins
;
physiology
;
Mitochondria
;
genetics
;
physiology
;
Mitochondrial Degradation
;
genetics
;
physiology
;
Protein Interaction Domains and Motifs
;
Proto-Oncogene Proteins
;
physiology
;
Proto-Oncogene Proteins c-bcl-2
;
antagonists & inhibitors
;
Tumor Suppressor Proteins
;
physiology
;
Ubiquitin-Protein Ligases
;
physiology
8.Clinical study on cryptosporidial enteritis and its treatment with Chinese herb medicines in children
Weinming LIN ; Fengwen CUI ; Chenzhong ZHENG ; Ying YANG
Journal of Third Military Medical University 1988;0(06):-
Thirty-four cases out of 830 children with diarrhea were confirmed to be positive of fecal cryptosporidial oocysts with IFA technique and monoclonal antibodies in a period of 2 years. These 34 cases could be diagnosed as cryptosporidial enteritis. Their age ranged from 4 months to 7. 6 years with an average of 2. 5?1. 7 years. The stool was frothy and watery in appearance. High incidence occurred form June to September. Determination of PHA skin test, LBT and serum Ig was performed on 27 patients before, during and after the treatment of Astragalus membranaceus Bunge and Sophora flavescens Ait ( 2 traditional Chinese herb medicines). It was found that diarrhea lasted 10. 9?7. 1 days and oocyst shedding lasted 21. 5? 12. 3 days. Before treatment) PHA skin test showed an erythema of 7. 9?2. 4 mm in diameter, and LBT value was 48. 7%?10. 1% and they returned to normal after treatment.It is suggested that hot safrain-methylene blue stain and modified acid-fast stain of the stool be performed in those children with diarrhea of unknown etiology as a routine screening for cryptosporidial oocysts. The 2 Chinese herb medicines may have a repelling effect on the parasites and be. helpful to the cell immunity of the patients. Asymptomatic carriers of cry-tosporidial oocysts may be the source of infection.

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