1.Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.
Jingjing GAO ; Heping TANG ; Zhengning WANG ; Yanling LI ; Na LUO ; Ming SONG ; Sangma XIE ; Weiyang SHI ; Hao YAN ; Lin LU ; Jun YAN ; Peng LI ; Yuqing SONG ; Jun CHEN ; Yunchun CHEN ; Huaning WANG ; Wenming LIU ; Zhigang LI ; Hua GUO ; Ping WAN ; Luxian LV ; Yongfeng YANG ; Huiling WANG ; Hongxing ZHANG ; Huawang WU ; Yuping NING ; Dai ZHANG ; Tianzi JIANG
Neuroscience Bulletin 2025;41(6):933-950
Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans
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Schizophrenia/pathology*
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Diffusion Tensor Imaging/methods*
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Male
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Female
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Adult
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Brain/metabolism*
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Young Adult
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Middle Aged
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White Matter/pathology*
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Gene Expression
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Nerve Net/diagnostic imaging*
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Graph Neural Networks
2.Effects of Hermetia illucens larvae meal on immune function,intestinal morphol-ogy and microflora of Sichuan white geese
Dezhi ZHANG ; Xifeng LI ; Fuxing GUI ; Chonghua ZHONG ; Huan HUANG ; Pingrui YANG ; Yongfeng HAO ; Liting CAO
Chinese Journal of Veterinary Science 2025;45(2):369-378
This experiment was conducted to study the effects of replacing feed protein by Herme-tia illucens larvae meal on immune function,intestinal morphology and microflora of Sichuan white geese.A total of 64 healthy 1-day-old Sichuan white geese were randomly allocated into 4 groups with 4 replicates in each group and 4 geese in each replicate,namely the control group,the 2%HILM,4%HILM and 8%HILM groups fed diets contained 0%,2%,4%and 8%of HILM,re-spectively.The experimental period was 40 days.The results showed that compared with the con-trol group,8%HILM increased the levels of serum IgG1,IgG2a and complement C3,and the difference was statistically significant(P<0.01).4%HILM significantly increased the expression level of CD4(P<0.05),and 8%HILM significantly increased the expression level of IL-10(P<0.05).The ratio of villus length to crypt depth(VH/CD)in the jejunum and ileum in 4%HILM group was significantly increased(P<0.05).The SIgA level of jejunum was significantly increased in all HILM replacement groups(P>0.05).The abundance of Bacteroides in 4%HILM group were extremely significantly increased(P<0.01),and the abundance of Bilophila and Bilophila wadsworthia were significantly decreased in all HILM replacement groups(P<0.05).In conclu-sion,HILM can enhance the immune function of Sichuan white geese,improve the intestinal mor-phology of jejunum and ileum,enhance the local mucosal immunity of jejunum,increase the abun-dance of beneficial bacteria in cecum and decrease the abundance of harmful bacteria in cecum,and protect intestinal health.
3.Effect and mechanism of Macleaya cordata extract promoting the growth per-formance of Sichuan White Geese by regulating apoptosis
Yufei XIE ; Pingrui YANG ; Xifeng LI ; Huan HUANG ; Fuxing GUI ; Jingxuan NI ; Shich-eng BI ; Yongfeng HAO ; Chonghua ZHONG ; Liting CAO
Chinese Journal of Veterinary Science 2025;45(9):2040-2050
To explore the effect of Macleaya cordata extract(MCE)on growth performance and serum biochemistry of Sichuan White Geese,and to analyze its mechanism of action by network pharmacology and molecular docking technology combined with animal experiments verification.A total of 90 1-day-old healthy goslings were randomly divided into 5 groups with 18 goslings per group after 5 d of adaptive feeding.The control group(CON)was fed with basal diet,the antibiotic group(CTC)was supplemented with 450 mg/kg chlortetracycline premix,and the low MCE group(MCEL),medium MCE group(MCEM)and high MCE group(MCEH)were supple-mented with 200,300 and 400 mg/kg MCE,respectively.The experimental period was 21 d.On the basis of the above experiments,Network pharmacology and molecular docking technology were used to predict the core targets and signaling pathways of MCE to promote geese growth from the levels of antioxidant,immune and apoptosis,and the expression levels of the core target genes were detected by Real-time fluorescence quantitative PCR.The results showed that compared with the CON group,MCE supplementation could increase the average daily weight gain,decrease the ratio of feed to gain,significantly increase the contents of serum GH,T3,T4,TP and ALB(P<0.05),and significantly decrease the contents of serum AST and TG(P<0.05).Network pharmacology analysis predicted 2 active ingredient and 237 active ingredient targets,and concluded that the mechanism of MCE promoting the growth of Sichuan White Geese may be related to the role of 5 key targets such as SRC,HSP90AA1,CASP3,ESR1 and MAPK14,and the action of MAPK,apop-tosis and other signaling pathways.Molecular docking results showed that the active ingredients of sanguinarine and chelerythrine in MCE could act through MAPK14.The validation results of core targets showed that MCE could significantly reduce the mRNA expression levels of CytC,CASP2,CASP3 and CASP9 in spleen(P<0.05)and significantly increase the mRNA expression levels of Mcl-1(P<0.05).These results indicated that MCE could promote the growth performance of Si-chuan White Geese by regulating apoptosis,promoting the secretion of serum growth-related hor-mones and improving biochemical indicators.
4.Effect and mechanism of Macleaya cordata extract promoting the growth per-formance of Sichuan White Geese by regulating apoptosis
Yufei XIE ; Pingrui YANG ; Xifeng LI ; Huan HUANG ; Fuxing GUI ; Jingxuan NI ; Shich-eng BI ; Yongfeng HAO ; Chonghua ZHONG ; Liting CAO
Chinese Journal of Veterinary Science 2025;45(9):2040-2050
To explore the effect of Macleaya cordata extract(MCE)on growth performance and serum biochemistry of Sichuan White Geese,and to analyze its mechanism of action by network pharmacology and molecular docking technology combined with animal experiments verification.A total of 90 1-day-old healthy goslings were randomly divided into 5 groups with 18 goslings per group after 5 d of adaptive feeding.The control group(CON)was fed with basal diet,the antibiotic group(CTC)was supplemented with 450 mg/kg chlortetracycline premix,and the low MCE group(MCEL),medium MCE group(MCEM)and high MCE group(MCEH)were supple-mented with 200,300 and 400 mg/kg MCE,respectively.The experimental period was 21 d.On the basis of the above experiments,Network pharmacology and molecular docking technology were used to predict the core targets and signaling pathways of MCE to promote geese growth from the levels of antioxidant,immune and apoptosis,and the expression levels of the core target genes were detected by Real-time fluorescence quantitative PCR.The results showed that compared with the CON group,MCE supplementation could increase the average daily weight gain,decrease the ratio of feed to gain,significantly increase the contents of serum GH,T3,T4,TP and ALB(P<0.05),and significantly decrease the contents of serum AST and TG(P<0.05).Network pharmacology analysis predicted 2 active ingredient and 237 active ingredient targets,and concluded that the mechanism of MCE promoting the growth of Sichuan White Geese may be related to the role of 5 key targets such as SRC,HSP90AA1,CASP3,ESR1 and MAPK14,and the action of MAPK,apop-tosis and other signaling pathways.Molecular docking results showed that the active ingredients of sanguinarine and chelerythrine in MCE could act through MAPK14.The validation results of core targets showed that MCE could significantly reduce the mRNA expression levels of CytC,CASP2,CASP3 and CASP9 in spleen(P<0.05)and significantly increase the mRNA expression levels of Mcl-1(P<0.05).These results indicated that MCE could promote the growth performance of Si-chuan White Geese by regulating apoptosis,promoting the secretion of serum growth-related hor-mones and improving biochemical indicators.
5.Scrotal pedicled flap reconstruction for extensive penile ulcers induced by granulomatosis with polyangiitis
Baoqiang LI ; Hu HAN ; Hao WANG ; Guojiang ZHAO ; Yongfeng ZHANG ; Long TIAN
Chinese Journal of Urology 2025;46(7):549-550
Extensive penile ulcer secondary to granulomatosis with polyangiitis(GPA)is clinically rare. This study reports a 20-year-old male patient with pathologically confirmed GPA-induced penile ulcers. Following control of GPA progression and wound infection management,reconstruction using a scrotal pedicled flap was performed to address the penile skin defect. The follow-up of 1 year results demonstrated favorable flap survival and significant improvement in penile appearance.
6.Scrotal pedicled flap reconstruction for extensive penile ulcers induced by granulomatosis with polyangiitis
Baoqiang LI ; Hu HAN ; Hao WANG ; Guojiang ZHAO ; Yongfeng ZHANG ; Long TIAN
Chinese Journal of Urology 2025;46(7):549-550
Extensive penile ulcer secondary to granulomatosis with polyangiitis(GPA)is clinically rare. This study reports a 20-year-old male patient with pathologically confirmed GPA-induced penile ulcers. Following control of GPA progression and wound infection management,reconstruction using a scrotal pedicled flap was performed to address the penile skin defect. The follow-up of 1 year results demonstrated favorable flap survival and significant improvement in penile appearance.
7.Effects of Hermetia illucens larvae meal on immune function,intestinal morphol-ogy and microflora of Sichuan white geese
Dezhi ZHANG ; Xifeng LI ; Fuxing GUI ; Chonghua ZHONG ; Huan HUANG ; Pingrui YANG ; Yongfeng HAO ; Liting CAO
Chinese Journal of Veterinary Science 2025;45(2):369-378
This experiment was conducted to study the effects of replacing feed protein by Herme-tia illucens larvae meal on immune function,intestinal morphology and microflora of Sichuan white geese.A total of 64 healthy 1-day-old Sichuan white geese were randomly allocated into 4 groups with 4 replicates in each group and 4 geese in each replicate,namely the control group,the 2%HILM,4%HILM and 8%HILM groups fed diets contained 0%,2%,4%and 8%of HILM,re-spectively.The experimental period was 40 days.The results showed that compared with the con-trol group,8%HILM increased the levels of serum IgG1,IgG2a and complement C3,and the difference was statistically significant(P<0.01).4%HILM significantly increased the expression level of CD4(P<0.05),and 8%HILM significantly increased the expression level of IL-10(P<0.05).The ratio of villus length to crypt depth(VH/CD)in the jejunum and ileum in 4%HILM group was significantly increased(P<0.05).The SIgA level of jejunum was significantly increased in all HILM replacement groups(P>0.05).The abundance of Bacteroides in 4%HILM group were extremely significantly increased(P<0.01),and the abundance of Bilophila and Bilophila wadsworthia were significantly decreased in all HILM replacement groups(P<0.05).In conclu-sion,HILM can enhance the immune function of Sichuan white geese,improve the intestinal mor-phology of jejunum and ileum,enhance the local mucosal immunity of jejunum,increase the abun-dance of beneficial bacteria in cecum and decrease the abundance of harmful bacteria in cecum,and protect intestinal health.
8.Lipolysis-stimulated lipoprotein receptor in intestinal epithelium attenu-ates dextran sodium sulfate-induced colitis in mice
Ying LI ; Ziqi WANG ; Hao LIU ; Yongfeng GONG ; Yanan AN
Chinese Journal of Pathophysiology 2024;40(11):2114-2123
AIM:To investigate the expression of lipolysis-stimulated lipoprotein receptor(LSR)in dextran sodium sulfate(DSS)-induced colitis mice,and the effects of Lsr-specific knockout and overexpression in intestinal epithe-lium on intestinal inflammation in colitis mice.METHODS:C57BL/6J mice were administered 3%(w/v)DSS in drink-ing water for 6 days to induce colitis.Following the experiment,RNA-seq was employed to screen differentially expressed genes between the control group and experimental group.Changes in LSR expression were assessed using RT-qPCR,Western blot,and immunofluorescence staining.Intestinal epithelial Lsr-specific knockout mice were generated using the Cre-loxP system and subjected to DSS-induced colitis.Colitis severity was evaluated through changes in body weight,dis-ease activity index(DAI)score,colon length,and hematoxylin-eosin(HE)staining.Additionally,serum levels of tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β),IL-6,and IL-18 were measured via ELISA.Immunofluorescence staining was utilized to detect neutrophil and macrophage infiltration in colon tissues,while periodic acid-Schiff(PAS)staining was used to observe goblet cell numbers.Furthermore,adeno-associated virus(AAV-Lsr)was intraperitoneally injected to achieve LSR overexpression.Successful LSR overexpression was confirmed,and a DSS-induced colitis model was established using similar methods to observe intestinal inflammation.RESULTS:Results showed decreased LSR ex-pression in DSS-induced colitis mice.Intestinal epithelial Lsr-specific knockout mice exhibited increased susceptibility to DSS-induced colitis,evidenced by significantly reduced body weight(P<0.05),increased DAI(P<0.01),shortened co-lon length(P<0.05),and exacerbated pathological injury.Levels of pro-inflammatory cytokines TNF-α(P<0.05),IL-1β(P<0.01),IL-6(P<0.05),and IL-18(P<0.01)were significantly elevated,along with increased inflammatory cell infiltration and reduced goblet cell numbers in the colon.Conversely,LSR overexpression via AAV significantly alleviated intestinal inflammation in DSS-induced colitis mice.CONCLUSION:In conclusion,LSR expression decreased in DSS-induced colitis mice,and its loss exacerbated intestinal inflammation in this model.AAV-mediated LSR overexpression provided therapeutic relief from intestinal inflammation in DSS-induced colitis mice.
9.Correlation between the mutation spectrum of the UGT1A1 gene and clinical phenotype in patients with inherited hyperunconjugated bilirubinemia
Qingfang XIONG ; Yujia LU ; Lei ZOU ; Hui ZHOU ; Hao REN ; Xiaoning FENG ; Yongfeng YANG
Chinese Journal of Hepatology 2024;32(4):340-345
Objective:To analyze the distribution characteristics of UGT1A1 mutant genes (including enhancers, promoters, and exons 1-5) and further explore the correlation between UGT1A1 genotype and clinical phenotypes in patients with inherited hyperunconjugated bilirubinemia.Methods:Patients diagnosed with hereditary hyperunconjugated bilirubinemia at Nanjing Second Hospital from June 2015 to December 2022 were retrospectively analyzed. The UGT1A1 gene was examined using Sanger sequencing in all patients. Complete blood count, liver function, and abdominal imaging examinations were performed. Comparison of categorical variable data using χ2 testor Fisher percision tests. Comparison of continaous veriable data with normal distribution using t-test. Results:112 cases (male:female ratio 81:31, aged 9-70 years) had inherited hyperunconjugated bilirubinemia, with a total of 14 mutation sites identified, of which seven were confirmed mutations, and the frequency ranged from high to low: (TA)n accounted for 50%, c.211G>A (p.G71R) accounted for 49.10%, 1456T>G (p.Y486D) accounted for 16.96%, c.686C>A (p.R229W) accounted for 12.5%, 1091C>T (p.P364L) accounted for 8.04%, and c- 3279T>G accounted for 0.982%. Simultaneously, all patients had one to four mutations, of which only one mutation was the most common (55.36%), followed by two mutations (37.5%), and rare three and four mutations (5.36% and 1.78%). There was no statistical significance in total bilirubin (TBil) levels among the four groups ( F=0.652, P=0.583). One mutation was most common in (TA)n and c.211G>A (p.G71R), among which TA6/TA7 ( n=10) and TA7/TA7 ( n=14) mutations were statistically significant in TBil ( t=2.143, P=0.043). The c.211G>A (p.G71R) heterozygous ( n=9) and isolated ( n=15) mutation had no statistical significance in TBil ( t=0.382, P=0.706). The GS group accounted for 75%, the intermediate group accounted for 16.9%, and the CNS-Ⅱ group accounted for 8%. TBil was statistically significant among the three groups ( F=270.992, P<0.001). There was no statistically significant difference ( χ2=3.317, P=0.19) between mutation 1 (44 cases, 14 cases, and 4 cases, respectively) and mutations ≥ 2 (40 cases, 5 cases, and 5 cases, respectively) in the GS group, intermediate group, and CNS-II group. Conclusion:The number of UGT1A1 gene mutation sites may have no synergistic effect on TBil levels in patients with inherited hyperunconjugated bilirubinemia. TA7/TA7 mutations are not uncommon, and TBil levels are relatively high.
10.Endovascular recanalization of symptomatic non-acute internal carotid artery occlusion: a new patient classification proposal
Songtao CHEN ; Jinchao XIA ; Zhaoshuo LI ; Yongfeng WANG ; Qiang LI ; Hao LI ; Feng LIN ; Heju LI ; Tianxiao LI ; Ziliang WANG
Chinese Journal of Neuromedicine 2023;22(8):757-764
Objective:Based on single-center clinical results of endovascular recanalization for symptomatic non-acute internal carotid artery occlusion (ICAO), a new patient classification method is proposed to distinguish the most suitable ICAO patient subgroups for endovascular recanalization.Methods:A total of 140 patients with symptomatic non-acute ICAO accepted endovascular recanalization in Department of Cerebrovascular Intervention, He'nan Provincial People's Hospital from January 2019 to December 2021 were selected. These patients were divided into low risk group ( n=57), medium risk group ( n=54) and high risk group ( n=29) according to the occlusion segments, occlusion times, plaque features, calcification at the occlusion site and occlusion segment angulation. The immediate postoperative recanalization rate, perioperative complications, perioperative death, and prognoses 90 d after endovascular recanalization (modified Rankin scale scores of 0-2 as good prognosis) were evaluated in the 3 groups. Results:The immediate postoperative recanalization rate was 82.9% (114/140), perioperative complication rate was 11.4% (16/140), and perioperative mortality was 0.7% (1/140). The success recanalization rate decreased gradually from the low risk group to the high risk group (100%, 85.2%, and 37.9%), while the perioperative complication rate was the opposite (0%, 11.1%, and 34.5%), with significant differences ( P<0.05). Ninety d after endovascular recanalization, 109 patients had good prognosis and 27 had poor prognosis; the good prognosis rate in low risk group, medium risk group and high risk group was 98.2%, 79.6% and 34.5%, respectively, with significant differences ( P<0.05). The vascular restenosis rate in low risk group, medium risk group and high risk group was 0%, 8.7% and 18.2%, and re-occlusion rate was 0%, 6.5% and 27.2%, respectively, 90 d after endovascular recanalization, with significant differences ( P<0.05). Conclusion:Endovascular recanalization is technically feasible for patients with symptomatic non-acute ICAO, especially those met the criterions of low and medium risk groups in our study.

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