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.Causal relationship between 25-hydroxyvitamin D and ankylosing spondylitis:A two-way Mendelian randomization study
Lang XIONG ; Zong JIANG ; Weiya LAN ; Fang TANG ; Wukai MA ; Xueyong CHEN ; Shanshan CAI ; Haixia TU ; Yuqing DAI ; Shanyan CAI
China Modern Doctor 2025;63(19):1-5
Objective To explore causal relationship between 25-hydroxyvitamin D[25(OH)D]and ankylosing spondylitis(AS).Methods Genetic data of 25(OH)D and AS were extracted from the genome-wide association study.The causal effect of 25(OH)D on AS was estimated by MR-Egger regression method,weighted median,inverse variance weighted(IVW),simple mode and weighted mode,and sensitivity analysis was conducted for verification.Results The IVW results indicated that there was a causal relationship between 25(OH)D concentration and AS(OR=0.805,95%CI:0.686-0.944,P=0.008),and the maximum likelihood ratio(OR=0.799,95%CI:0.678-0.940,P=0.007)showed consistent results.The IVW results of the reverse Mendelian randomization study showed that there was no causal relationship between the two(OR=1.019,95%CI:0.995-1.043,P=0.110).In addition,MR-Egger intercept,Cochran Q test,"leave-one-out"and MR-PRESSO analysis showed no horizontal pleipotency or heterogeneity.Conclusion There may be a genetic causal relationship between the concentration of 25(OH)D and the onset of AS.AS cannot cause changes in the concentration of 25(OH)D in the body.
3.Preliminary Study on the Efficacy of Microwave Ablation in Treating Breast Cancer Involving the Skin or Nipple-Areola Complex
Xiaopeng GAO ; Qidi HOU ; Ran JI ; Yuqing DAI ; Xin LI ; Ping LIANG ; Jie YU
Medical Journal of Peking Union Medical College Hospital 2025;16(4):892-898
Objective To preliminarily investigate the safety and efficacy of percutaneous microwave ab-lation(MWA)in patients with advanced breast cancer involving the skin or nipple-areola complex(NAC).Methods This study included breast cancer patients with skin or NAC involvement treated at the Fifth Medical Center of the Chinese PLA General Hospital from January 2011 to August 2024.Patients underwent percutaneous MWA with water isolation technique to protect surrounding tissues.Clinical data were retrospectively collected,and the technical success rate,complications,prognosis,patient satisfaction with breast aesthetics,and quality of life improvement were analyzed.Results A total of 19 patients(24 lesions)meeting the inclusion and ex-clusion criteria were analyzed.The cases included 4 with T4N0M0,2 with T4N1M0,3 with T4N2M0,1 with T4N3M0,1 with T4N2M1,and 8 with T4N3M1.The average diameter of the 24 lesions was(4.9±3.4)cm,with an average of(1.6±0.6)ablation sessions per lesion.The median ablation time was 36.9(26.1,61.7)minutes,and the median ablation energy was 84.2(45.6,149.2)kJ.The technical success rate was 100%.Postoperatively,7 patients(7/19,36.8%)experienced skin burns around the lesion or nipple shedding,all of which healed naturally.The median overall survival was 35.0(17.0,45.5)months,and the median recur-rence-free survival was 17.0(11.0,38.5)months.Patient satisfaction with post-treatment breast aesthetics was 89.5%,and all patients reported significant improvement in their quality of life.Conclusions Percutane-ous microwave ablation for breast cancer involving the skin or NAC was preliminary demonstrates to be safe and effective,suggesting its potential as a viable treatment option for patients with inoperable breast cancer.
4.Preliminary analysis of the factors affecting sound localization in patients with unilateral sudden sensorineural hearing loss
Yuqing ZHENG ; Yaqiong GUAN ; Aqiang DAI ; Jiamin GONG ; Pengfei GUAN ; Mengya XIANG ; Hongzhe YU ; Jingfang WU ; Yunfeng WANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2025;60(7):776-784
Objective:To investigate the factors influencing sound localization in patients with unilateral sudden sensorineural hearing loss, so as to provide the reference for hearing rehabilitation of patients with unilateral sudden hearing loss.Methods:This study was a cross-sectional study that retrospectively analyzed the clinical data and audiological examination results of 228 patients with unilateral sudden sensorineural hearing loss(103 males and 125 females; aged from 18 to 80 years, with an average age of 46.2 years; 107 cases in the left ear and 121 cases in the right ear; 8 cases of low-frequency decline type, 42 cases of high-frequency decline type, 92 cases of flat decline type, and 86 cases of total deafness type)at the Eye and ENT Hospital of Fudan University from June 2023 to April 2024. The minimum audible angle (MAA) was calculated by the angle discrimination test of 1000 Hz and 4000 Hz warble tones, which were recorded as MAA 1 000 and MAA 4 000 according to the frequency of the given sound stimulus. The root mean square error (RMSE) was calculated by the angle recognition test with daily natural sounds as the stimulus sound. Using SPSS 27.0 statistical software, correlation and multiple regression analysis were used to research the clinical factors affecting the ability of sound localization in patients with unilateral sudden sensorineural hearing loss. Results:The mean MAA 1 000, MAA 4 000, RMSE of patients with unilateral sudden deafness were (53.97±29.14)°, (46.34±28.87)° and (30.06±13.64)°, respectively. Univariate analysis of variance revealed that there were significant differences between different classifications of sudden sensorineural hearing loss for sound localization tests (MAA 1 000: F=6.338, P<0.001,MAA 4 000: F=14.334, P<0.001,RMSE: F=49.918, P<0.001), post-hoc analysis observed that all significant contrasts were included the type of total deafness and low-frequency deafness. Correlation analysis showed the age of subjects in this study was weak positively correlated to the MAA 1 000 ( r=0.165, P=0.013), the duration of sudden sensorineural hearing loss was weak negatively related to RMSE ( r=-0.144, P=0.030), there were significant positive relationships between the threshold of PTA, PTA 1kHz, PTA 4kHz for the affected side, as well as the binaural PTA difference and sound localization test (MAA 1 000,MAA 4 000,RMSE) (all P<0.001). The multiple regression analysis showed the age and the binaural PTA difference for the affected side were the significant factors for the MAA 1 000 and MAA 4 000, the binaural PTA difference was the significant factors for the RMSE. The R 2 of multivariable linear regression model for MAA 1 000, MAA 4 000 and RMSE results in unilateral sudden deafness patients were 0.149, 0.207 and 0.553, respectively. Conclusion:Age, the hearing of the affected side, and binaural PTA difference are the significant factors for sound localization ability in patients with unilateral sudden sensorineural hearing loss, hearing compensation of the affected ear for these patients is hopeful to enhance the sound localization ability.
5.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
6.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
7.Carvedilol to prevent hepatic decompensation of cirrhosis in patients with clinically significant portal hypertension stratified by new non-invasive model (CHESS2306)
Chuan LIU ; Hong YOU ; Qing-Lei ZENG ; Yu Jun WONG ; Bingqiong WANG ; Ivica GRGUREVIC ; Chenghai LIU ; Hyung Joon YIM ; Wei GOU ; Bingtian DONG ; Shenghong JU ; Yanan GUO ; Qian YU ; Masashi HIROOKA ; Hirayuki ENOMOTO ; Amr Shaaban HANAFY ; Zhujun CAO ; Xiemin DONG ; Jing LV ; Tae Hyung KIM ; Yohei KOIZUMI ; Yoichi HIASA ; Takashi NISHIMURA ; Hiroko IIJIMA ; Chuanjun XU ; Erhei DAI ; Xiaoling LAN ; Changxiang LAI ; Shirong LIU ; Fang WANG ; Ying GUO ; Jiaojian LV ; Liting ZHANG ; Yuqing WANG ; Qing XIE ; Chuxiao SHAO ; Zhensheng LIU ; Federico RAVAIOLI ; Antonio COLECCHIA ; Jie LI ; Gao-Jun TENG ; Xiaolong QI
Clinical and Molecular Hepatology 2025;31(1):105-118
Background:
s/Aims: Non-invasive models stratifying clinically significant portal hypertension (CSPH) are limited. Herein, we developed a new non-invasive model for predicting CSPH in patients with compensated cirrhosis and investigated whether carvedilol can prevent hepatic decompensation in patients with high-risk CSPH stratified using the new model.
Methods:
Non-invasive risk factors of CSPH were identified via systematic review and meta-analysis of studies involving patients with hepatic venous pressure gradient (HVPG). A new non-invasive model was validated for various performance aspects in three cohorts, i.e., a multicenter HVPG cohort, a follow-up cohort, and a carvediloltreating cohort.
Results:
In the meta-analysis with six studies (n=819), liver stiffness measurement and platelet count were identified as independent risk factors for CSPH and were used to develop the new “CSPH risk” model. In the HVPG cohort (n=151), the new model accurately predicted CSPH with cutoff values of 0 and –0.68 for ruling in and out CSPH, respectively. In the follow-up cohort (n=1,102), the cumulative incidences of decompensation events significantly differed using the cutoff values of <–0.68 (low-risk), –0.68 to 0 (medium-risk), and >0 (high-risk). In the carvediloltreated cohort, patients with high-risk CSPH treated with carvedilol (n=81) had lower rates of decompensation events than non-selective beta-blockers untreated patients with high-risk CSPH (n=613 before propensity score matching [PSM], n=162 after PSM).
Conclusions
Treatment with carvedilol significantly reduces the risk of hepatic decompensation in patients with high-risk CSPH stratified by the new model.
8.Preliminary Study on the Efficacy of Microwave Ablation in Treating Breast Cancer Involving the Skin or Nipple-Areola Complex
Xiaopeng GAO ; Qidi HOU ; Ran JI ; Yuqing DAI ; Xin LI ; Ping LIANG ; Jie YU
Medical Journal of Peking Union Medical College Hospital 2025;16(4):892-898
Objective To preliminarily investigate the safety and efficacy of percutaneous microwave ab-lation(MWA)in patients with advanced breast cancer involving the skin or nipple-areola complex(NAC).Methods This study included breast cancer patients with skin or NAC involvement treated at the Fifth Medical Center of the Chinese PLA General Hospital from January 2011 to August 2024.Patients underwent percutaneous MWA with water isolation technique to protect surrounding tissues.Clinical data were retrospectively collected,and the technical success rate,complications,prognosis,patient satisfaction with breast aesthetics,and quality of life improvement were analyzed.Results A total of 19 patients(24 lesions)meeting the inclusion and ex-clusion criteria were analyzed.The cases included 4 with T4N0M0,2 with T4N1M0,3 with T4N2M0,1 with T4N3M0,1 with T4N2M1,and 8 with T4N3M1.The average diameter of the 24 lesions was(4.9±3.4)cm,with an average of(1.6±0.6)ablation sessions per lesion.The median ablation time was 36.9(26.1,61.7)minutes,and the median ablation energy was 84.2(45.6,149.2)kJ.The technical success rate was 100%.Postoperatively,7 patients(7/19,36.8%)experienced skin burns around the lesion or nipple shedding,all of which healed naturally.The median overall survival was 35.0(17.0,45.5)months,and the median recur-rence-free survival was 17.0(11.0,38.5)months.Patient satisfaction with post-treatment breast aesthetics was 89.5%,and all patients reported significant improvement in their quality of life.Conclusions Percutane-ous microwave ablation for breast cancer involving the skin or NAC was preliminary demonstrates to be safe and effective,suggesting its potential as a viable treatment option for patients with inoperable breast cancer.
9.Morphological study on the Danger Zone of the mesiobuccal canal prepared by three nickel-titanium rotary systems using three-dimensional printed mandibular first molars
Yuqing LIU ; Jiayun DAI ; Duo ZHOU ; Xingyang WANG ; Fulu XU ; Juan WANG
STOMATOLOGY 2025;45(6):430-435
Objective To compare the effects of three nickel-titanium file systems,ProTaper Next,TruNatomy,and VDW.RO-TATE,on the morphology of the Danger Zone of the mesial buccal root of mandibular first molar after root canal preparation using Mi-cro-CT and 3D printing technology.Methods 3D-printed mandibular first molars were selected and designed for purpose.They were randomly divided into three groups according to the used NiTi files(n=20).Micro-CT was used to scan the cross-sectional images of the Danger Zone 2 mm below the furcation of the mesial buccal root before and after root canal preparation.The changes in the root ca-nal wall thickness,root canal volume,surface area,cross-sectional area,and root canal transportation in the Danger Zone were ob-served.Statistical analysis was performed using one-way ANOVA(P<0.05).Results Statistically significant differences were observed before and after root canal preparation in the Danger Zone among the three groups(P<0.05).Among the three groups,the PTN files caused the largest change before and after preparation,followed by VDW files,and the TRU files had the smallest change.Conclusion The study highlights TruNatomy's conservative shaping capacity,advocating its use in minimally invasive endodontics,whereas Pro-Taper Next may be reserved for cases requiring aggressive canal preparation.
10.Morphological study on the Danger Zone of the mesiobuccal canal prepared by three nickel-titanium rotary systems using three-dimensional printed mandibular first molars
Yuqing LIU ; Jiayun DAI ; Duo ZHOU ; Xingyang WANG ; Fulu XU ; Juan WANG
STOMATOLOGY 2025;45(6):430-435
Objective To compare the effects of three nickel-titanium file systems,ProTaper Next,TruNatomy,and VDW.RO-TATE,on the morphology of the Danger Zone of the mesial buccal root of mandibular first molar after root canal preparation using Mi-cro-CT and 3D printing technology.Methods 3D-printed mandibular first molars were selected and designed for purpose.They were randomly divided into three groups according to the used NiTi files(n=20).Micro-CT was used to scan the cross-sectional images of the Danger Zone 2 mm below the furcation of the mesial buccal root before and after root canal preparation.The changes in the root ca-nal wall thickness,root canal volume,surface area,cross-sectional area,and root canal transportation in the Danger Zone were ob-served.Statistical analysis was performed using one-way ANOVA(P<0.05).Results Statistically significant differences were observed before and after root canal preparation in the Danger Zone among the three groups(P<0.05).Among the three groups,the PTN files caused the largest change before and after preparation,followed by VDW files,and the TRU files had the smallest change.Conclusion The study highlights TruNatomy's conservative shaping capacity,advocating its use in minimally invasive endodontics,whereas Pro-Taper Next may be reserved for cases requiring aggressive canal preparation.

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