1.Clinical Efficacy of Gandou Fumu Decoction in Treating Hepatolenticular Degeneration with Liver Fibrosis of Liver-kidney Deficiency and Phlegm-blood Stasis Syndrome
Pingping YANG ; Meixia WANG ; Changchang CAO ; Zhuang TAO ; Jiang DU ; Yun XU ; Wenming YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):182-191
ObjectiveThis paper aims to evaluate the intervention effect of Gandou Fumu Decoction (GDFMD) in treating hepatolenticular degeneration with liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome, thereby providing evidence-based medical evidence for the treatment of Wilson's disease (WD)-related liver fibrosis with traditional Chinese medicine through clinical efficacy analysis. MethodsA total of 70 patients with WD-related liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome meeting the inclusion criteria were enrolled from Anhui Provincial Hospital of TCM from October 1, 2023, to October 1, 2024. Participants were divided into a control group and an observation group, with 35 cases in each group. The control group received conventional copper chelation therapy with sodium dimercaptopropanesulfonate (DMPS). On this basis, the observation group was additionally administered GDFMD orally. Each treatment course lasted eight days, for a total of four treatment courses. Efficacy evaluations were performed before treatment and after the second and fourth treatment courses, respectively. The clinical efficacy and safety of GDFMD in the treatment of WD-related liver fibrosis were assessed by comparing the changes in liver stiffness measurement (LSM), liver serological markers [alanine aminotransferase (ALT), aspartate aminotransferase (AST), type Ⅳ collagen (C-Ⅳ), laminin (LN), N-terminal propeptide of type Ⅲ procollagen (PⅢNP), and hyaluronic acid (HA)], fibrosis index based on 4 factors (FIB-4), AST to platelet ratio index (APRI), unified Wilson's disease rating scale part Ⅱ (UWDRS-Ⅱ), traditional Chinese medicine (TCM) syndrome score, 24-hour urinary copper, and safety indicators between the two groups before and after treatment. ResultsCompared with those before treatment, LSM levels decreased in both groups after two and four treatment courses (P<0.05). Compared with those after treatment, there was no statistically significant difference in the improvement of LSM levels in the observation group after two treatment courses, and the improvement of LSM levels in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, the levels of HA, LN, PⅢNP, and C-Ⅳ decreased in both groups after two and four treatment courses (P<0.05). Compared with those after treatment, there was no statistically significant difference in the improvement of the C-Ⅳ levels in the observation group after two treatment courses, and the levels of HA, LN, and PⅢNP were more obvious (P<0.05). After four treatment courses in the observation group, the levels of HA, LN, PⅢNP, and C-Ⅳ were improved more significantly (P<0.05). Compared with those before treatment, ALT and AST levels decreased in both groups after two and four treatment courses (P<0.05). Compared with the control group after treatment, there was no statistically significant difference in the improvement of ALT and AST levels in the observation group after two treatment courses, and the improvement of ALT and AST levels in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, APRI score and FIB-4 index level decreased in both groups after two and four treatment courses (P<0.05). Compared with those in control group after treatment, there was no statistically significant difference in the improvement of APRI score and FIB-4 index level in the observation group after two treatment courses, and the APRI score in the observation group was more obvious after four treatment courses (P<0.05), with no statistically significant improvement in the FIB-4 index difference. Compared with those before treatment, the levels of TCM syndrome scores decreased in both groups after two and four treatment courses (P<0.05). Compared with that of the control group after treatment, there was no statistically significant difference in the improvement of the level of TCM syndrome scores in the observation group after two treatment courses, and the improvement of the level of TCM syndrome scores in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, the UWDRS-Ⅱ scores in both groups after two treatment courses were not improved obviously, and the UWDRS-Ⅱ scores in both groups decreased after four treatment courses (P<0.05). Compared with those of the control group after treatment, there was no statistically significant difference in the improvement of the UWDRS-Ⅱ scores in the observation group after two treatment courses, and the improvement of the UWDRS-Ⅱ scores in the observation group after four treatment courses was more obvious (P<0.05). Compared with those before treatment, the 24-h urine copper levels were significantly higher in both groups after two and four treatment courses (P<0.05). Compared with those in the control group after treatment, the 24-h urine copper levels in the observation group were significantly higher after two and four treatment courses (P<0.01). After two treatment courses, the 24-h urine copper level in the observation group showed a gradual decreasing trend, although it was higher than that before treatment. After four treatment courses, the control group had an improvement rate of 91.43%, an effective rate of 34.29%, and an apparent rate of 2.86%. The observation group had an improvement rate of 94.29%, an effective rate of 71.43%, and an apparent rate of 8.57%. The efficacy of the observation group was better than that of the control group (P<0.05). Conclusion① The efficacy of GDFMD combined with DMPS therapy in patients with WD-related liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome is significantly better than that of single DMPS therapy, and the advantages of the combined therapy are more obvious with the prolongation of the treatment cycle. ② GDFMD combined with the DMPS therapy program in the long-term application exhibits no obvious adverse reactions with good safety, which is worthy of clinical popularization and application.
2.Clinical Efficacy of Gandou Fumu Decoction in Treating Hepatolenticular Degeneration with Liver Fibrosis of Liver-kidney Deficiency and Phlegm-blood Stasis Syndrome
Pingping YANG ; Meixia WANG ; Changchang CAO ; Zhuang TAO ; Jiang DU ; Yun XU ; Wenming YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):182-191
ObjectiveThis paper aims to evaluate the intervention effect of Gandou Fumu Decoction (GDFMD) in treating hepatolenticular degeneration with liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome, thereby providing evidence-based medical evidence for the treatment of Wilson's disease (WD)-related liver fibrosis with traditional Chinese medicine through clinical efficacy analysis. MethodsA total of 70 patients with WD-related liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome meeting the inclusion criteria were enrolled from Anhui Provincial Hospital of TCM from October 1, 2023, to October 1, 2024. Participants were divided into a control group and an observation group, with 35 cases in each group. The control group received conventional copper chelation therapy with sodium dimercaptopropanesulfonate (DMPS). On this basis, the observation group was additionally administered GDFMD orally. Each treatment course lasted eight days, for a total of four treatment courses. Efficacy evaluations were performed before treatment and after the second and fourth treatment courses, respectively. The clinical efficacy and safety of GDFMD in the treatment of WD-related liver fibrosis were assessed by comparing the changes in liver stiffness measurement (LSM), liver serological markers [alanine aminotransferase (ALT), aspartate aminotransferase (AST), type Ⅳ collagen (C-Ⅳ), laminin (LN), N-terminal propeptide of type Ⅲ procollagen (PⅢNP), and hyaluronic acid (HA)], fibrosis index based on 4 factors (FIB-4), AST to platelet ratio index (APRI), unified Wilson's disease rating scale part Ⅱ (UWDRS-Ⅱ), traditional Chinese medicine (TCM) syndrome score, 24-hour urinary copper, and safety indicators between the two groups before and after treatment. ResultsCompared with those before treatment, LSM levels decreased in both groups after two and four treatment courses (P<0.05). Compared with those after treatment, there was no statistically significant difference in the improvement of LSM levels in the observation group after two treatment courses, and the improvement of LSM levels in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, the levels of HA, LN, PⅢNP, and C-Ⅳ decreased in both groups after two and four treatment courses (P<0.05). Compared with those after treatment, there was no statistically significant difference in the improvement of the C-Ⅳ levels in the observation group after two treatment courses, and the levels of HA, LN, and PⅢNP were more obvious (P<0.05). After four treatment courses in the observation group, the levels of HA, LN, PⅢNP, and C-Ⅳ were improved more significantly (P<0.05). Compared with those before treatment, ALT and AST levels decreased in both groups after two and four treatment courses (P<0.05). Compared with the control group after treatment, there was no statistically significant difference in the improvement of ALT and AST levels in the observation group after two treatment courses, and the improvement of ALT and AST levels in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, APRI score and FIB-4 index level decreased in both groups after two and four treatment courses (P<0.05). Compared with those in control group after treatment, there was no statistically significant difference in the improvement of APRI score and FIB-4 index level in the observation group after two treatment courses, and the APRI score in the observation group was more obvious after four treatment courses (P<0.05), with no statistically significant improvement in the FIB-4 index difference. Compared with those before treatment, the levels of TCM syndrome scores decreased in both groups after two and four treatment courses (P<0.05). Compared with that of the control group after treatment, there was no statistically significant difference in the improvement of the level of TCM syndrome scores in the observation group after two treatment courses, and the improvement of the level of TCM syndrome scores in the observation group was more obvious after four treatment courses (P<0.05). Compared with those before treatment, the UWDRS-Ⅱ scores in both groups after two treatment courses were not improved obviously, and the UWDRS-Ⅱ scores in both groups decreased after four treatment courses (P<0.05). Compared with those of the control group after treatment, there was no statistically significant difference in the improvement of the UWDRS-Ⅱ scores in the observation group after two treatment courses, and the improvement of the UWDRS-Ⅱ scores in the observation group after four treatment courses was more obvious (P<0.05). Compared with those before treatment, the 24-h urine copper levels were significantly higher in both groups after two and four treatment courses (P<0.05). Compared with those in the control group after treatment, the 24-h urine copper levels in the observation group were significantly higher after two and four treatment courses (P<0.01). After two treatment courses, the 24-h urine copper level in the observation group showed a gradual decreasing trend, although it was higher than that before treatment. After four treatment courses, the control group had an improvement rate of 91.43%, an effective rate of 34.29%, and an apparent rate of 2.86%. The observation group had an improvement rate of 94.29%, an effective rate of 71.43%, and an apparent rate of 8.57%. The efficacy of the observation group was better than that of the control group (P<0.05). Conclusion① The efficacy of GDFMD combined with DMPS therapy in patients with WD-related liver fibrosis of liver-kidney deficiency and phlegm-blood stasis syndrome is significantly better than that of single DMPS therapy, and the advantages of the combined therapy are more obvious with the prolongation of the treatment cycle. ② GDFMD combined with the DMPS therapy program in the long-term application exhibits no obvious adverse reactions with good safety, which is worthy of clinical popularization and application.
3.Traditional Chinese medicine syndrome and syndrome differentiation-based treatment of Wilson disease
Wenjie HAO ; Wenming YANG ; Ting CHENG ; Hailin JIANG ; Han WANG ; Meixia WANG
Journal of Clinical Hepatology 2026;42(3):522-528
Wilson disease (WD) is an autosomal recessive disorder of copper metabolism, and decoppering therapy and symptomatic treatment are the main Western medicine therapies for WD. This article systematically reviews the understanding of the etiology and pathogenesis of WD in traditional Chinese medicine (TCM) and points out that abnormal natural endowment is the core etiology and pathogenesis of WD, with internal accumulation of copper toxicity as the manifestation, liver/spleen/kidney dysfunction as the root cause, and intermingled “toxin, stasis, phlegm, and deficiency” as the key pathogenesis. Literature research and clinical observation are conducted to summarize the common TCM syndromes of WD, including stagnation of liver Qi, internal retention of damp-heat, phlegm-stasis-heat accumulation syndrome, liver-kidney Yin deficiency syndrome, spleen-kidney Yang deficiency, and syndrome of deficiency damage and phlegm stasis. This article proposes the corresponding therapies and representative prescriptions for each syndrome and discusses the advantages of treatment by stage and integrated traditional Chinese and Western medicine therapy. This article aims to provide a systematic reference for the syndrome differentiation-based treatment of WD in clinical practice of TCM, thereby giving full play to the advantages of TCM in the treatment of this disease.
4.Common pathogens isolated from eczematous dermatitis patients and their associations with clinical stages
Yuan JIANG ; Wenming ZENG ; Zhihua SONG ; Chen WANG ; Meiyan WANG
Chinese Journal of Nosocomiology 2025;35(14):2100-2104
OBJECTIVE To detect the common pathogens for the patients with eczematous dermatitis and analyze associations between the pathogens and the clinical stages.METHODS A total of 206 patients with eczematous der-matitis who were treated in Jinhua Central Hospital from Jan.2014 to Jan.2024 were enrolled in the study and were divided into the secondary skin lesion group with 92 cases and the non-secondary skin lesion group with 114 cases according to the characteristics of the lesions.Meanwhile,the people who received physical examination and had no history of eczematous dermatitis were chosen as the control group with 91 cases.The distribution and den-sity of the common pathogens were compared among the three groups and among the patients with different clini-cal stages(the acute stage,the subacute stage and the chronic stage)of eczematous dermatitis.The scores of skin lesion were compared among the patients.RESULTS Staphylococcus aureus,Staphylococcus epidermidis and Malassezia were dominant among the isolated pathogens;both the positive rates of pathogens and the densities of pathogens,from the high to the low,were as follows:the secondary skin lesion group>the non-secondary skin lesion group>the control group(P<0.05).The isolation rate of S.aureus of the secondary skin lesion group and the non-secondary skin lesion group were higher than that of the control group(P<0.05);the isolation rate of Malassezia of the secondary skin lesion group was higher than that of the non-secondary skin lesion group(P<0.05).The score of skin lesion of the patients detected positive for pathogens was higher than that of the patients detected negative(P<0.05).Among the patients detected positive for pathogens,the score of skin lesion of the a-cute stage patients was higher than that of the subacute stage patients and the chronic stage patients(P<0.05);the isolation rates of S.aureus and Malassezia and the density of pathogens of the acute stage patients were higher than those of the chronic stage patients(P<0.05),and the density of pathogens of the subacute stage patients was higher than that of the chronic stage patients(P<0.05).CONCLUSIONS S.aureus,S.epidermidis and Malassezia are the common pathogens isolated from the patients with eczematous dermatitis.The positive rates and densities of pathogens are higher among the patients with secondary skin lesions,and the infections with the pathogens are associated with the severity of skin lesion and the clinical stage.
5.Geneticevolution and pathogenicity analysis of a duck-derived H4N1 subtype avian influenza virus
Qiuyan MAO ; Huitong SI ; Yaxin ZHANG ; Shuo LIU ; Cheng PENG ; Wenming JIANG ; Hualei LIU
Chinese Journal of Veterinary Science 2025;45(5):1002-1008
To comprehend the genetic evolutionary characteristics and biological properties of the H4N1 subtype avian influenza virus(AIV)in China,this study conducted whole genome sequen-cing,genetic evolutionary analysis,and pathogenicity test in BALB/c mice of a duck-derived H4N1 subtype AIV strain(DK/GX/E1424/20)isolated from the live poultry market in the southern re-gion in 2020.The results indicated that the cleavage site motif of the HA protein was PEKASR/GLF,which conformed to the characteristics of low pathogenic AIV.All the eight gene fragments were situated in the Eurasian lineage,and the homology of AIV-related genes of the H1N1,H3N8,H4N6,H6N1,and H10N8 subtypes isolated from wild waterfowl was the highest,representing a recombinant virus strain.Without prior adaptation,it replicated effectively in the lungs and turbi-nates of mice,with viral titers of 3.00 and 2.08 log10EID50/mL respectively,and induced weight loss in infected mice.This study suggested that this virus had significant genetic diversity and low pathogenicity in mice,posing a potential risk for mammalian infection.
6.Analysis of risk factors for pegaspargase-associated acute pancreatitis in childhood with B-cell acute lym-phoblastic leukemia
Xiaozhen JIANG ; Xiuxian CHEN ; Wenming LI
The Journal of Practical Medicine 2025;41(18):2853-2858
Objective To analyze the clinical characteristics and risk factors of children with B-cell acute lymphoblastic leukemia(B-ALL)who developed acute pancreatitis(AP)after treatment with pegaspargase(PEG-ASP).Methods A retrospective analysis was conducted on the general data,clinical data,blood routine data,albumin concentration,and cumulative dose of PEG-ASP of 272 children with ALL complicated with AP who received PEG-ASP treatment in the hospital from January 2021 to February 2023.The correlations between gender,age,risk stratification,cumulative dose of pegaspargase,blood routine indicators,albumin concentration and the progression of pancreatitis were analyzed.Results Among the 272 children,the incidence of AP was 8.5%(23/272).There was no statistically significant correlation between AP and gender,age,body mass index(BMI),risk stratification,cumulative dose of pegaspargase,hemoglobin concentration,platelet count and monocyte count(P>0.05),but there was a significant correlation with white blood cell count,neutrophil count,lymphocyte count,neutrophil/lymphocyte ratio,platelet/lymphocyte ratio and albumin concentration(P<0.05).Logistic regression analysis further showed that white blood cell count,neutrophil count,lymphocyte count and albumin concentration were related to the occurrence of PEG-ASP-related AP(P<0.05).ROC analysis found that white blood cell count,lymphocyte count and albumin concentration could predict the occurrence of PEG-ASP-related AP.Conclusions White blood cell count,neutrophil count,lymphocyte count and albumin concentration are risk factors for PEG-ASP-related AP in children with B-ALL.Especially,abnormal white blood cell count,lymphocyte count and albumin concentration in blood routine examination can help identify high-risk children with B-ALL complicated with PEG-ASP-related AP at an early stage.
7.Ultrasonography in Diagnosing Incarcerated Gravid Uterus
Tao YUAN ; Yan BAI ; Rong LIANG ; Yuying TANG ; Wenming JIANG
Chinese Journal of Medical Imaging 2025;33(8):867-871
Purpose To analyze the sonographic features of incarcerated gravid uterus and evaluate the diagnostic value of ultrasonography.Materials and Methods Clinical data of eight patients diagnosed with incarcerated gravid uterus at Sichuan Provincial Maternity and Child Health Care Hospital from January 2018 to December 2023 were retrospectively analyzed.Clinical manifestations,sonographic characteristics,management approaches and pregnancy outcomes were evaluated.Results Among the eight confirmed cases,seven presented with initial symptoms of dysuria and urinary retention,while one reported irregular lower abdominal pain.Ultrasonography consistently demonstrated:retroverted and retroflexed uterine position with the uterine body posterior to the cervix.Elongated cervix(range:4.0-8.6 cm)displaced anteriorly.Overdistended,elongated and superiorly displaced bladder in seven cases.Management included successful manual reduction via knee-chest position after catheterization in seven patients.One patient was managed conservatively with close monitoring and delivered by cesarean section at term.All eight patients achieved successful term deliveries with favorable maternal and neonatal outcomes.Conclusion Prenatal ultrasonography plays a crucial role in diagnosing and managing incarcerated gravid uterus.Early recognition of characteristic sonographic features facilitates prompt diagnosis and intervention,thereby mitigating risks of adverse pregnancy outcomes.
8.Common pathogens isolated from eczematous dermatitis patients and their associations with clinical stages
Yuan JIANG ; Wenming ZENG ; Zhihua SONG ; Chen WANG ; Meiyan WANG
Chinese Journal of Nosocomiology 2025;35(14):2100-2104
OBJECTIVE To detect the common pathogens for the patients with eczematous dermatitis and analyze associations between the pathogens and the clinical stages.METHODS A total of 206 patients with eczematous der-matitis who were treated in Jinhua Central Hospital from Jan.2014 to Jan.2024 were enrolled in the study and were divided into the secondary skin lesion group with 92 cases and the non-secondary skin lesion group with 114 cases according to the characteristics of the lesions.Meanwhile,the people who received physical examination and had no history of eczematous dermatitis were chosen as the control group with 91 cases.The distribution and den-sity of the common pathogens were compared among the three groups and among the patients with different clini-cal stages(the acute stage,the subacute stage and the chronic stage)of eczematous dermatitis.The scores of skin lesion were compared among the patients.RESULTS Staphylococcus aureus,Staphylococcus epidermidis and Malassezia were dominant among the isolated pathogens;both the positive rates of pathogens and the densities of pathogens,from the high to the low,were as follows:the secondary skin lesion group>the non-secondary skin lesion group>the control group(P<0.05).The isolation rate of S.aureus of the secondary skin lesion group and the non-secondary skin lesion group were higher than that of the control group(P<0.05);the isolation rate of Malassezia of the secondary skin lesion group was higher than that of the non-secondary skin lesion group(P<0.05).The score of skin lesion of the patients detected positive for pathogens was higher than that of the patients detected negative(P<0.05).Among the patients detected positive for pathogens,the score of skin lesion of the a-cute stage patients was higher than that of the subacute stage patients and the chronic stage patients(P<0.05);the isolation rates of S.aureus and Malassezia and the density of pathogens of the acute stage patients were higher than those of the chronic stage patients(P<0.05),and the density of pathogens of the subacute stage patients was higher than that of the chronic stage patients(P<0.05).CONCLUSIONS S.aureus,S.epidermidis and Malassezia are the common pathogens isolated from the patients with eczematous dermatitis.The positive rates and densities of pathogens are higher among the patients with secondary skin lesions,and the infections with the pathogens are associated with the severity of skin lesion and the clinical stage.
9.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
Background and Objectives:
The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea.
Methods:
A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D.
Results:
From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis.
Conclusions
Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea.
10.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*
;
Graph Neural Networks

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