1.Phenotypic plasticity and secretory heterogeneity in subpopulations derived from single cancer cell.
Zhun LIN ; Siping LIANG ; Zhe PU ; Zhengyu ZOU ; Luxuan HE ; Christopher J LYON ; Yuanqing ZHANG ; Tony Y HU ; Minhao WU
Acta Pharmaceutica Sinica B 2025;15(5):2723-2735
Single-cell analysis of phenotypic plasticity could improve the development of more effective therapeutics. Still, the development of tools to measure single-cell heterogeneity has lagged due to difficulties in manipulating and culturing single cells. Here, we describe a single-cell culture and phenotyping platform that employs a starburst microfluidic network and automatic liquid handling system to capture single cells for long-term culture and multi-dimensional analysis and quantify their clonal properties via their surface biomarker and secreted cytokine/growth factor profiles. Studies performed on this platform found that cells derived from single-cell cultures maintained phenotypic equilibria similar to their parental populations. Single-cell cultures exposed to chemotherapeutic drugs stochastically disrupted this balance to favor stem-like cells. They had enhanced expression of mRNAs and secreted factors associated with cell signaling, survival, and differentiation. This single-cell analysis approach can be extended to analyze more complex phenotypes and screen responses to therapeutic targets.
2.Curcumae Rhizoma: An anti-cancer traditional Chinese medicine.
Yu LUO ; Lin ZHU ; Zhengyu REN ; Jian XIAO ; Erwei HAO ; Jiahong LU ; Jinmin ZHAO ; Chun YAO ; Yitao WANG ; Hua LUO
Chinese Herbal Medicines 2025;17(3):428-447
Curcumae Rhizoma, derived from the rhizome of Curcuma phaeocaulis, Curcuma kwangsiensis and Curcuma wenyujin, was called Ezhu in China. In the past, Curcumae Rhizoma extracts were obtained through water decoction or alternative methods, which showed significant anti-cancer effects. However, the mixed extracts contain various compound components of Curcumae Rhizoma, leading to an ambiguous mechanism of action for Curcumae Rhizoma extracts anti-cancer. Contemporary researchers have extracted the chemical components of Curcumae Rhizoma separately for experimental verification of its active ingredients in the anti-cancer field. Numerous studies demonstrated that curcumol, germacrone, β-elemene, and curcumin in Curcumae Rhizoma extracts have significant governing effects in anti-cancer activities. Pharmacological studies have shown that Curcumae Rhizoma suppresses cancer cell proliferation, invasion, and migration, triggering apoptosis and regulating cellular autophagy to achieve anticancer effects. Here, we summarized the research progress of Curcumae Rhizoma on anti-cancer effects from 2013 to 2022, aiming to explore the deeper molecular mechanisms of Curcumae Rhizoma's active components in cancer treatment.
3.Mechanism of acupuncture for chronic blunt injury of lumbar muscle based on IGF-1/PI3K/AKT pathway.
Qun CHEN ; Dongmei WANG ; Zhengyu YANG ; Xiulian ZHENG ; Jianping LIN ; Shaoqing CHEN
Chinese Acupuncture & Moxibustion 2025;45(12):1759-1769
OBJECTIVE:
To explore the effect and mechanism of acupuncture at "Weizhong" (BL40) on microcirculation of paravertebral skeletal muscle in rats with chronic blunt injury of lumbar muscle based on the insulin-like growth factor-1 (IGF-1)/phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT) pathway.
METHODS:
Forty-eight SPF-grade SD rats were randomized into a blank group (8 rats) and a modeling group (40 rats). Chronic blunt injury model was established by weight impact method in the modeling group. Forty rats were successfully modeled, and were randomly divided into a model group, an acupuncture at Weizhong group (Weizhong group), an acupuncture at non-acupoint group (non-acupoint group), an inhibitor group, and an inhibitor+acupuncture at Weizhong group (inhibitor+Weizhong group), 8 rats in each group. In the Weizhong group and the inhibitor+Weizhong group, acupuncture was applied at bilateral "Weizhong" (BL40). In the non-acupoint group, acupuncture was applied at non-acupoints, i.e. points 0.5 cm inward from bilateral "Weizhong" (BL40). The acupuncture intervention was delivered 20 min each time, once a day for continuous 2 weeks. In the inhibitor group and the inhibitor+Weizhong group, intraperitoneal injection of IGF-1 receptor (IGF-1R) inhibitor was given once a day, at a dosage of 2 mg/100 g, for continuous 2 weeks. Before modeling and on the 1st, 7th and 14th days of intervention, the body mass was measured. Before and after modeling, and after intervention, the limb grip strength and paw withdrawal threshold (PWT) were measured. After intervention, the morphology of psoas muscle was observed by HE staining; the ultrastructure of psoas muscle capillaries was observed by electron microscopy; the levels of serum vascular endothelial growth factor (VEGF) and endothelial nitric oxide synthase (eNOS) were detected by ELISA; and the protein and mRNA expression of IGF-1, IGF-1R, PI3K, AKT of psoas muscle was detected by Western blot and real-time PCR.
RESULTS:
Compared with the blank group, in the model group, the body mass on the 7th and 14th days of intervention, the limb grip strength, and the PWT of left and right hind feet were decreased (P<0.001, P<0.01); the skeletal muscle cells showed enlarged intercellular space, loosely arranged and irregularly shaped, the capillaries in the psoas muscle tissues were edematous, and the lumen of the blood vessels was obviously atrophied; the levels of serum VEGF and eNOS were decreased (P<0.001); in psoas muscle, the protein expression of IGF-1 and IGF-1R, as well as the p-PI3K/PI3K, p-AKT/AKT values were decreased (P<0.001), the mRNA expression of IGF-1, IGF-1R, PI3K and AKT was decreased (P<0.001, P<0.05). Compared with the model group, in the Weizhong group, the body weight was increased on the 7th and 14th days of intervention (P<0.001), the limb grip strength and the PWT of the left and right hind feet were increased (P<0.001, P<0.01); the arrangement of the skeletal muscle cells was relatively tight and the intercellular space was reduced, the blood vessels tended to be regular and the structure of the basement membrane was continuous, while the lumens of blood vessels were collapsed locally; the levels of serum VEGF and eNOS were increased (P<0.001); in psoas muscle, the protein expression of IGF-1 and IGF-1R, as well as the p-PI3K/PI3K, p-AKT/AKT values were increased (P<0.001), the mRNA expression of IGF-1, IGF-1R, PI3K and AKT was increased (P<0.001, P<0.01). Compared with the model group, in the inhibitor group, the body mass was decreased on the 7th and 14th days of intervention (P<0.05, P<0.01); the limb grip strength and the PWT of the left hind foot were decreased (P<0.01, P<0.001); the intercellular space of skeletal muscle cells was larger, the nuclei of the cells and erythrocytes were scattered in the intercellular space, the damage of the capillaries in the muscular tissues was serious, the collagen fibers were sparsely distributed and disorganized; the levels of serum VEGF and eNOS were decreased (P<0.001, P<0.01); in psoas muscle, the protein expression of IGF-1 and IGF-1R, as well as the p-PI3K/PI3K and p-AKT/AKT values were decreased (P<0.01, P<0.05, P<0.001), the mRNA expression of IGF-1, IGF-1R, PI3K, and AKT was decreased (P<0.01, P<0.001, P<0.05). Compared with the Weizhong group, in the non-acupoint group and the inhibitor+Weizhong group, the body mass was decreased on the 7th and 14th days of intervention (P<0.001, P<0.01), the limb grip strength was decreased (P<0.001); the morphology of muscle cell was relatively poor, with generally irregular, there was mild collapse and atrophy in the vascular lumen, and mild edema in the endothelial cells; the levels of serum VEGF and eNOS were decreased (P<0.001); in psoas muscle, the protein expression of IGF-1 and IGF-1R, as well as the p-PI3K/PI3K and p-AKT/AKT values were decreased (P<0.01, P<0.001), the mRNA expression of IGF-1, IGF-1R, PI3K, and AKT was decreased (P<0.001, P<0.01, P<0.05). Compared with the Weizhong group, the PWT of the left hind foot was decreased in the non-acupoint group (P<0.001), and PWT of the left and right hind feet was decreased in the inhibitor+Weizhong group (P<0.001).
CONCLUSION
Acupuncture at "Weizhong" (BL40) promotes lumbar muscle repair in chronic low back pain, its mechanism may be related to the activation of the IGF-1/PI3K/AKT pathway, thereby improving the microcirculation.
Animals
;
Insulin-Like Growth Factor I/genetics*
;
Acupuncture Therapy
;
Rats, Sprague-Dawley
;
Rats
;
Proto-Oncogene Proteins c-akt/genetics*
;
Male
;
Humans
;
Muscle, Skeletal/metabolism*
;
Signal Transduction
;
Phosphatidylinositol 3-Kinases/genetics*
;
Wounds, Nonpenetrating/metabolism*
;
Acupuncture Points
4.5.0T and 3.0T Coronary Magnetic Resonance Angiography Based on Compressed Sensing Acceleration:A Comparative Study
Shihai ZHAO ; Zhengyu XU ; Yubo GUO ; Gan SUN ; Lu LIN ; Yining WANG
Chinese Journal of Medical Imaging 2025;33(7):706-711
Purpose To compare the 5.0T gradient echo coronary magnetic resonance angiography(CMRA)using compressed sensing(CS)acceleration technology(5.0TCS-CMRA)vs.3.0T gradient echo-CMRA(3.0TCS-CMRA)using CS.Materials and Methods Twenty-five healthy volunteers aged 23 to 30 years from December 16,2023 to January 14,2024 at Peking Union Medical College Hospital,Chinese Academy of Medical Sciences were prospective enrolled in this study.The interval between 3.0TCS-CMRA and 5.0TCS-CMRA was within two weeks.3.0TCS-CMRA used T2 preparation and 5.0TCS-CMRA did not use T2 preparation.The image quality scores,coronary artery length,signal-to-noise ratio(SNR)and contrast-to-noise ratio between coronary blood and adjacent myocardium or tissue(CNRmyo-blood)were evaluated.Results On 5.0TCS-CMRA,the SNR and CNRmyo-blood of the proximal right coronary artery(RCA)in 25 healthy volunteers were significantly higher than those of 3.0TCS-CMRA(SNR:318.07±94.06 vs.223.81±51.19,t=-5.609,P<0.001;CNRmyo-blood:212.75±91.44 vs.149.70±59.53,Z=-3.619,P<0.001),while the SNR and CNRmyo-blood of proximal left anterior descending coronary artery(LAD)and left circumflex coronary artery(LCX)were not significantly higher than those of 3.0TCS-CMRA(SNR:315.52±102.49 vs.306.35±92.85,t=-0.627,P=0.536;289.72±88.79 vs.272.87±84.68,t=-1.226,P=0.232;CNRmyo-blood:135.83±93.53 vs.203.94±74.30,t=4.132,P<0.001;117.66±79.63 vs.161.60±78.91,t=3.127,P=0.005).The length of the three coronary arteries measured by 5.0TCS-CMRA was significantly shorter than that of 3.0TCS-CMRA[RCA:(126.04±31.54)mm vs.(137.20±29.93)mm,t=2.911,P=0.008;LAD:(122.68±24.63)mm vs.(134.24±23.38)mm,Z=-3.026,P=0.002;LCX:(57.07±26.70)mm vs.(68.27±24.02)mm,t=2.552,P=0.018].There was no significant difference in the scanning time required between 3.0TCS-CMRA and 5.0TCS-CMRA[(8.60±2.84)min vs.(8.30±2.32)min,Z=-0.183,P=0.855].The image scores of the three major coronary arteries of 5.0TCS-CMRA were significantly lower than those of 3.0TCS-CMRA(RCA:2.52±0.59 vs.3.16±0.69,Z=-3.258,P=0.001;LAD:2.72±0.74 vs.3.24±0.66,Z=-2.540,P=0.011;LCX:2.44±0.71 vs.3.00±0.87,Z=-2.462,P=0.014).Conclusion In the absence of T2 preparation,5.0TCS-CMRA can still show obvious advantages in the SNR and CNRmyo-blood of proximal RCA compared with 3.0TCS-CMRA,which suggests the application potential of 5.0TCS-CMRA.In the future,a suitable T2 preparation pulse or potential alternative may significantly improve the performance of the 5.0TCS-CMRA.
5.Effects of transcranial magnetic stimulation combined with social cognition and interaction training on intrinsic motivation and social cognition in patients with schizophrenia
Xianyong ZU ; Huifang LIU ; Peng FU ; Liangju LI ; Zhuanling HE ; Huahui LIN ; Xiangyan LI ; Qianhui CHEN ; Guoyun HE ; Liyi LI ; Zhengyu WU ; Yi DONG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(1):51-59
Objective:To explore the effect of social cognition and interaction training (SCIT) combined with transcranial magnetic stimulation (TMS) on intrinsic motivation and social cognition in patients with schizophrenia.Methods:Forty-two stable schizophrenia patients were randomly divided into the SCIT + TMS group( n=22) and the SCIT group( n=20). All the subjects received 20 sessions of SCIT treatment, and the SCIT+ TMS group simultaneously received 15 sessions of intermittent theta burst stimulation(iTBS) over the left dorsolateral prefrontal cortex(DLPFC). All the subjects were assessed by intrinsic motivation inventory for schizophrenia research(IMI-SR), Chinese version of the ambiguous intentions hostility questionnaire(AIHQ-C), theory of mind-picture sequencing task(ToM-PST), mentalization scale (MentS), Chinese version of interpersonal reactivity index (IRI-C) and positive and negative syndrome scale (PANSS) before and after intervention. SPSS 26.0 software was used for data analysis.Wilcoxon signed-rank test was used for intra-group comparison before and after treatment, while Mann-Whitney U test and covariance analysis were used for inter-group comparison.Spearman correlation analysis and Logistic regression analyses were used to explore the association between the intrinsic motivation and social cognition. Results:There were no significant differences on IMI-SR scores before and after treatment between the two groups(all P>0.05). In the SCIT+ TMS group, the total score of hostility bias (HB), HB scores in ambiguous scenes, HB scores in intentional scenes, and aggressive bias (AB) scores in ambiguous scenes of AIHQ-C scale after treatment were lower than those befor treatment( Z=-2.044--3.112, all P<0.05), while the total score of ToM-PST(18.50(16.00, 21.00) vs 15.50(11.75, 18.00), Z=-2.598, P=0.009) and IRI-C imagination score (12.18±3.79, 14.41±4.73, t=-2.694, P=0.014) were higher than those before treatment.In the SCIT group, the total score of ToM-PST after treatment was higher than that before treatment(21.00(20.00, 22.00) vs 17.00(14.50, 20.75), Z=-2.518, P=0.012).There was no significant statistical difference in MentS scores between after treatment and before treatment ( P>0.05). The difference in AIHQ-C intentional scenario AB score before and after treatment was higher in the SCIT+ TMS group than in the SCIT group ( Z=-1.996, P=0.046), while there was no statistically significant difference in the difference before and after treatment in social cognitive scores between the two groups (all P>0.05).In the combined two samples, Spearman correlation analysis showed that the total score of IMI-SR before treatment was positively correlated with the primary belief score of ToM-PST understanding, reciprocity score, MentS total score, other person mentalization score, motivation mentalization score, IRI-C total score, viewpoint taking score, and empathy concern score after treatment( r=0.341-0.509, all P<0.05), while negatively correlated with AIHQ-C total score and factor scores ( r=-0.434--0.645, P<0.05).Logistic regression analysis showed that the total score of IMI-SR had negative impact on AIHQ-C total HB score( B=-0.047, OR=0.954, 95% CI=0.917-0.993).The value score had a positive impact on the total score of MentS ( B=0.143, OR=1.154, 95% CI=1.043-1.277), other person mentalization score( B=0.166, OR=1.181, 95% CI=1.058-1.318), motivation mentalization score( B=0.111, OR=1.117, 95% CI=1.021-1.223), IRI-C total score ( B=0.138, OR=1.148, 95% CI=1.038-1.270), and viewpoint taking score( B=0.194, OR=1.214, 95% CI=1.076-1.369). Interest score had a positive impact on IRI-C empathy concern score ( B=0.098, OR=1.103, 95% CI=0.998-1.218) and ToM-PST understanding primary belief score( B=0.130, OR=1.138, 95% CI=1.010-1.283) and reciprocity score( B=0.189, OR=1.208, 95% CI=1.057-1.380). Conclusion:The research results did not confirm the effect of TMS over the DLPFC on enhancing intrinsic motivation, as well as the synergistic effect of SCIT treatment on social cognition. But the correlation results indicates that improving schizophrenia patients' intrinsic motivation level in cognitive training is meaningful for promoting social cognition.
6.Dabuyuan Jian improves learning and memory ability of mild cognitive impairment mice via modulating PPARγ/NF-κB signaling pathway
Weiyi LI ; Mengjie TIAN ; Lu JIANG ; Zongxing ZHANG ; Daozhong LIU ; Zhuoma BAO ; Zhengyu WANG ; Lin YUAN
Chinese Journal of Pathophysiology 2025;41(2):287-293
AIM:To investigate the potential effect of Dabuyuan Jian(DBYJ)on peroxisome proliferator-acti-vated receptor γ(PPARγ)/nuclear factor-κB(NF-κB)signaling pathway and related inflammatory proteins in mice with mild cognitive impairment(MCI),and to explore the mechanism of DBYJ in improving the learning and memory ability of MCI mice.METHODS:Forty C57BL/6 male mice were randomly divided into 5 groups,including negative control(NC)group,D-galactose(D-Gal)group,D-Gal+DBYJ group,D-Gal+GW9662(PPARγ inhibitor)group and D-Gal+GW9662+DBYJ group,with 8 mice each.The mice in NC group were subcutaneously injected with 0.9%saline solution on the back of the neck for 8 weeks,while those in the remaining 4 groups were subcutaneously injected with D-Gal(100 mg·kg-1·d-1)on the back of the neck for 8 weeks to establish the MCI model.From week 5 to week 8,the mice in D-Gal+GW9662 and D-Gal+DBYJ+GW9662 groups were intraperitoneally injected with GW9662(1 mg·kg-1·d-1).From week 5,the mice in D-Gal+DBYJ and D-Gal+DBYJ+GW9662 groups were treated with DBYJ(13.2 g/kg)by gavage,while those in the re-maining 3 groups were administered an equal volume of purified water for 4 weeks.The Morris water maze(including posi-tioning navigation experiment and space exploration experiment)was used to assess the learning and memory ability of the mice.The structural integrity of the hippocampus of the mice was assessed by hematoxylin-eosin(HE)staining.Nissl staining was used to evaluate damage to hippocampal neurons in mice,and Western blot was applied to detect the protein levels of interleukin-1β(IL-1β),tumor necrosis factor-α(TNF-α),PPARγ,P65 and phosphorylated P65(p-P65)in the hippocampus of the mice.RESULTS:Compared with NC group,the escape latency of the mice in D-Gal+D-Gal and D-Gal+GW9662 groups significantly increased(P<0.01),while the number of platform crossing and the duration of staying in the target quadrant within 60 s significantly decreased(P<0.01).The number of neurons in the CA3 region remarkably decreased(P<0.01),and pyramidal cell disarrangement and neuronal shrinkage were observed.The levels of TNF-α,IL-1β and p-P65 were up-regulated,while the expression of PPARγ was down-regulated(P<0.05).Compared with D-Gal group,the escape latency of the mice in D-Gal+DBYJ group significantly decreased(P<0.01),while the number of plat-form crossing and the duration of staying in the target quadrant within 60 s remarkably increased(P<0.01).The number of neurons in the CA3 region increased(P<0.01),the pyramidal cells were more neatly arranged,and the cytoarchitec-ture was intact.The levels of TNF-α,IL-1β and p-P65 were down-regulated,while the expression of PPARγ was up-regu-lated(P<0.05).Compared with D-Gal+GW9662 group,significantly decreased escape latency was observed in D-Gal+DBYJ+GW9662 group(P<0.01),and the number of platform crossing and the duration of staying in the target quadrant within 60 s remarkably increased(P<0.05).The number of neurons in the CA3 region increased(P<0.01),the pyrami-dal cells were arranged more neatly,and the cytoarchitecture was relatively intact.The levels of TNF-α,IL-1β and p-P65 were down-regulated,while the expression of PPARγ was up-regulated(P<0.05).The effects shown in D-Gal+DBYJ+GW9662 group were inferior to those in D-Gal+DBYJ group,indicating that the therapeutic effect of DBYJ was inhibited after the addition of GW9662.CONCLUSION:Dabuyuan Jian improves the learning and memory ability of MCI mice,and the mechanism may be related to the expression of key proteins in the PPARγ/NF-κB signaling pathway.
7.Semi-supervised medical image segmentation method based on consistency regularization
Xinhui XU ; Zhiyong ZENG ; Zhengyu LIN
Chinese Journal of Medical Physics 2025;42(6):784-790
In response to the high cost and time consumption of medical image annotation,and issues such as the imprecision of unlabeled data segmentation in semi-supervised medical image segmentation,loss of image edge information,and delayed parameter updates,a semi-supervised medical image segmentation method based on consistency regularization is presented.Firstly,an uncertainty measurement method based on the dual perspectives of entropy and variance is designed to assess the uncertainty of predictions for unlabeled data,jointly evaluating the uncertainty of unlabeled data from the perspectives of entropy and variance.Then,edge-preserving noise based on the Canny operator is used to retain image edge information and important structures,thereby avoiding the potential blurring of organ edges that may result from the addition of random noise.Finally,a semi-supervised residual-driven segmentation method based on the mean teacher framework is developed,with a Frobenius norm regularization term in the exponential moving average scheme to enhance the performance of mean teacher.The proposed method is validated on the publicly available multi-organ segmentation benchmark dataset BTCV and brain tumor segmentation dataset BraTS 2019.In the case of 40%labeled data in the BTCV dataset,Dice similarity coefficient and standardized surface distance are 77.42%and 79.47%,respectively.In the case of 20%labeled data in the BraTS 2019 dataset,the proposed method achieve a Dice similarity coefficient of 83.89%,a Jaccard coefficient of 74.21%,an average surface distance of 2.34 mm,and a 95%Hausdorff distance of 9.08 mm,demonstrating its superiority.
8.Dabuyuan Jian improves learning and memory ability of mild cognitive impairment mice via modulating PPARγ/NF-κB signaling pathway
Weiyi LI ; Mengjie TIAN ; Lu JIANG ; Zongxing ZHANG ; Daozhong LIU ; Zhuoma BAO ; Zhengyu WANG ; Lin YUAN
Chinese Journal of Pathophysiology 2025;41(2):287-293
AIM:To investigate the potential effect of Dabuyuan Jian(DBYJ)on peroxisome proliferator-acti-vated receptor γ(PPARγ)/nuclear factor-κB(NF-κB)signaling pathway and related inflammatory proteins in mice with mild cognitive impairment(MCI),and to explore the mechanism of DBYJ in improving the learning and memory ability of MCI mice.METHODS:Forty C57BL/6 male mice were randomly divided into 5 groups,including negative control(NC)group,D-galactose(D-Gal)group,D-Gal+DBYJ group,D-Gal+GW9662(PPARγ inhibitor)group and D-Gal+GW9662+DBYJ group,with 8 mice each.The mice in NC group were subcutaneously injected with 0.9%saline solution on the back of the neck for 8 weeks,while those in the remaining 4 groups were subcutaneously injected with D-Gal(100 mg·kg-1·d-1)on the back of the neck for 8 weeks to establish the MCI model.From week 5 to week 8,the mice in D-Gal+GW9662 and D-Gal+DBYJ+GW9662 groups were intraperitoneally injected with GW9662(1 mg·kg-1·d-1).From week 5,the mice in D-Gal+DBYJ and D-Gal+DBYJ+GW9662 groups were treated with DBYJ(13.2 g/kg)by gavage,while those in the re-maining 3 groups were administered an equal volume of purified water for 4 weeks.The Morris water maze(including posi-tioning navigation experiment and space exploration experiment)was used to assess the learning and memory ability of the mice.The structural integrity of the hippocampus of the mice was assessed by hematoxylin-eosin(HE)staining.Nissl staining was used to evaluate damage to hippocampal neurons in mice,and Western blot was applied to detect the protein levels of interleukin-1β(IL-1β),tumor necrosis factor-α(TNF-α),PPARγ,P65 and phosphorylated P65(p-P65)in the hippocampus of the mice.RESULTS:Compared with NC group,the escape latency of the mice in D-Gal+D-Gal and D-Gal+GW9662 groups significantly increased(P<0.01),while the number of platform crossing and the duration of staying in the target quadrant within 60 s significantly decreased(P<0.01).The number of neurons in the CA3 region remarkably decreased(P<0.01),and pyramidal cell disarrangement and neuronal shrinkage were observed.The levels of TNF-α,IL-1β and p-P65 were up-regulated,while the expression of PPARγ was down-regulated(P<0.05).Compared with D-Gal group,the escape latency of the mice in D-Gal+DBYJ group significantly decreased(P<0.01),while the number of plat-form crossing and the duration of staying in the target quadrant within 60 s remarkably increased(P<0.01).The number of neurons in the CA3 region increased(P<0.01),the pyramidal cells were more neatly arranged,and the cytoarchitec-ture was intact.The levels of TNF-α,IL-1β and p-P65 were down-regulated,while the expression of PPARγ was up-regu-lated(P<0.05).Compared with D-Gal+GW9662 group,significantly decreased escape latency was observed in D-Gal+DBYJ+GW9662 group(P<0.01),and the number of platform crossing and the duration of staying in the target quadrant within 60 s remarkably increased(P<0.05).The number of neurons in the CA3 region increased(P<0.01),the pyrami-dal cells were arranged more neatly,and the cytoarchitecture was relatively intact.The levels of TNF-α,IL-1β and p-P65 were down-regulated,while the expression of PPARγ was up-regulated(P<0.05).The effects shown in D-Gal+DBYJ+GW9662 group were inferior to those in D-Gal+DBYJ group,indicating that the therapeutic effect of DBYJ was inhibited after the addition of GW9662.CONCLUSION:Dabuyuan Jian improves the learning and memory ability of MCI mice,and the mechanism may be related to the expression of key proteins in the PPARγ/NF-κB signaling pathway.
9.Semi-supervised medical image segmentation method based on consistency regularization
Xinhui XU ; Zhiyong ZENG ; Zhengyu LIN
Chinese Journal of Medical Physics 2025;42(6):784-790
In response to the high cost and time consumption of medical image annotation,and issues such as the imprecision of unlabeled data segmentation in semi-supervised medical image segmentation,loss of image edge information,and delayed parameter updates,a semi-supervised medical image segmentation method based on consistency regularization is presented.Firstly,an uncertainty measurement method based on the dual perspectives of entropy and variance is designed to assess the uncertainty of predictions for unlabeled data,jointly evaluating the uncertainty of unlabeled data from the perspectives of entropy and variance.Then,edge-preserving noise based on the Canny operator is used to retain image edge information and important structures,thereby avoiding the potential blurring of organ edges that may result from the addition of random noise.Finally,a semi-supervised residual-driven segmentation method based on the mean teacher framework is developed,with a Frobenius norm regularization term in the exponential moving average scheme to enhance the performance of mean teacher.The proposed method is validated on the publicly available multi-organ segmentation benchmark dataset BTCV and brain tumor segmentation dataset BraTS 2019.In the case of 40%labeled data in the BTCV dataset,Dice similarity coefficient and standardized surface distance are 77.42%and 79.47%,respectively.In the case of 20%labeled data in the BraTS 2019 dataset,the proposed method achieve a Dice similarity coefficient of 83.89%,a Jaccard coefficient of 74.21%,an average surface distance of 2.34 mm,and a 95%Hausdorff distance of 9.08 mm,demonstrating its superiority.
10.Effects of transcranial magnetic stimulation combined with social cognition and interaction training on intrinsic motivation and social cognition in patients with schizophrenia
Xianyong ZU ; Huifang LIU ; Peng FU ; Liangju LI ; Zhuanling HE ; Huahui LIN ; Xiangyan LI ; Qianhui CHEN ; Guoyun HE ; Liyi LI ; Zhengyu WU ; Yi DONG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(1):51-59
Objective:To explore the effect of social cognition and interaction training (SCIT) combined with transcranial magnetic stimulation (TMS) on intrinsic motivation and social cognition in patients with schizophrenia.Methods:Forty-two stable schizophrenia patients were randomly divided into the SCIT + TMS group( n=22) and the SCIT group( n=20). All the subjects received 20 sessions of SCIT treatment, and the SCIT+ TMS group simultaneously received 15 sessions of intermittent theta burst stimulation(iTBS) over the left dorsolateral prefrontal cortex(DLPFC). All the subjects were assessed by intrinsic motivation inventory for schizophrenia research(IMI-SR), Chinese version of the ambiguous intentions hostility questionnaire(AIHQ-C), theory of mind-picture sequencing task(ToM-PST), mentalization scale (MentS), Chinese version of interpersonal reactivity index (IRI-C) and positive and negative syndrome scale (PANSS) before and after intervention. SPSS 26.0 software was used for data analysis.Wilcoxon signed-rank test was used for intra-group comparison before and after treatment, while Mann-Whitney U test and covariance analysis were used for inter-group comparison.Spearman correlation analysis and Logistic regression analyses were used to explore the association between the intrinsic motivation and social cognition. Results:There were no significant differences on IMI-SR scores before and after treatment between the two groups(all P>0.05). In the SCIT+ TMS group, the total score of hostility bias (HB), HB scores in ambiguous scenes, HB scores in intentional scenes, and aggressive bias (AB) scores in ambiguous scenes of AIHQ-C scale after treatment were lower than those befor treatment( Z=-2.044--3.112, all P<0.05), while the total score of ToM-PST(18.50(16.00, 21.00) vs 15.50(11.75, 18.00), Z=-2.598, P=0.009) and IRI-C imagination score (12.18±3.79, 14.41±4.73, t=-2.694, P=0.014) were higher than those before treatment.In the SCIT group, the total score of ToM-PST after treatment was higher than that before treatment(21.00(20.00, 22.00) vs 17.00(14.50, 20.75), Z=-2.518, P=0.012).There was no significant statistical difference in MentS scores between after treatment and before treatment ( P>0.05). The difference in AIHQ-C intentional scenario AB score before and after treatment was higher in the SCIT+ TMS group than in the SCIT group ( Z=-1.996, P=0.046), while there was no statistically significant difference in the difference before and after treatment in social cognitive scores between the two groups (all P>0.05).In the combined two samples, Spearman correlation analysis showed that the total score of IMI-SR before treatment was positively correlated with the primary belief score of ToM-PST understanding, reciprocity score, MentS total score, other person mentalization score, motivation mentalization score, IRI-C total score, viewpoint taking score, and empathy concern score after treatment( r=0.341-0.509, all P<0.05), while negatively correlated with AIHQ-C total score and factor scores ( r=-0.434--0.645, P<0.05).Logistic regression analysis showed that the total score of IMI-SR had negative impact on AIHQ-C total HB score( B=-0.047, OR=0.954, 95% CI=0.917-0.993).The value score had a positive impact on the total score of MentS ( B=0.143, OR=1.154, 95% CI=1.043-1.277), other person mentalization score( B=0.166, OR=1.181, 95% CI=1.058-1.318), motivation mentalization score( B=0.111, OR=1.117, 95% CI=1.021-1.223), IRI-C total score ( B=0.138, OR=1.148, 95% CI=1.038-1.270), and viewpoint taking score( B=0.194, OR=1.214, 95% CI=1.076-1.369). Interest score had a positive impact on IRI-C empathy concern score ( B=0.098, OR=1.103, 95% CI=0.998-1.218) and ToM-PST understanding primary belief score( B=0.130, OR=1.138, 95% CI=1.010-1.283) and reciprocity score( B=0.189, OR=1.208, 95% CI=1.057-1.380). Conclusion:The research results did not confirm the effect of TMS over the DLPFC on enhancing intrinsic motivation, as well as the synergistic effect of SCIT treatment on social cognition. But the correlation results indicates that improving schizophrenia patients' intrinsic motivation level in cognitive training is meaningful for promoting social cognition.

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