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*
;
Diffusion Tensor Imaging/methods*
;
Male
;
Female
;
Adult
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Brain/metabolism*
;
Young Adult
;
Middle Aged
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White Matter/pathology*
;
Gene Expression
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Nerve Net/diagnostic imaging*
;
Graph Neural Networks
2.Evolution of the Rich Club Properties in Mouse, Macaque, and Human Brain Networks: A Study of Functional Integration, Segregation, and Balance.
Xiaoru ZHANG ; Ming SONG ; Wentao JIANG ; Yuheng LU ; Congying CHU ; Wen LI ; Haiyan WANG ; Weiyang SHI ; Yueheng LAN ; Tianzi JIANG
Neuroscience Bulletin 2025;41(9):1630-1644
The rich club, as a community of highly interconnected nodes, serves as the topological center of the network. However, the similarities and differences in how the rich club supports functional integration and segregation in the brain across different species remain unknown. In this study, we first detected and validated the rich club in the structural networks of mouse, monkey, and human brains using neuronal tracing or diffusion magnetic resonance imaging data. Further, we assessed the role of rich clubs in functional integration, segregation, and balance using quantitative metrics. Our results indicate that the presence of a rich club facilitates whole-brain functional integration in all three species, with the functional networks of higher species exhibiting greater integration. These findings are expected to help to understand the relationship between brain structure and function from the perspective of brain evolution.
Animals
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Humans
;
Brain/diagnostic imaging*
;
Mice
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Male
;
Nerve Net/diagnostic imaging*
;
Macaca
;
Female
;
Neural Pathways/diagnostic imaging*
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Magnetic Resonance Imaging
;
Biological Evolution
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Adult
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Diffusion Magnetic Resonance Imaging
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Brain Mapping
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Species Specificity
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Mice, Inbred C57BL
3.Study on the Price and Affordability of Rare Disease Drug s in Chin a
Chuyu ZHU ; Weiyang SUN ; Feng CHANG ; Yun LU
China Pharmacy 2021;32(8):897-903
OBJECTIVE:To evaluate the price and affordability of rare disease drugs in China and provide the suggestions for the improvement of rare disease drug affordability in order to provide reference for the relevant decision-making of government departments. METHODS :According to the List of the First Batch of Rare Diseasesand Diagnosis and Treatment Guideline for Rare Diseases(2019 edition),rare disease drugs were selected. The median price ratio (MPR)was used to evaluate the drug price level , and the ratio of the annual drug costs to the annual disposable income of urban or rural residents was used to evaluate the affordability,and the impact of price management policieson drug prices and affordability. RESULTS and CONCLUSIONS :A total of 71 kinds of rare disease drugs were included ,and the median MPR of them was 0.83;among them ,the median MPR of the original drugs was 1.13,and the median MPR of the generic drugs was 0.37. The annual cost of 71 rare disease drugs was 0.001-178.43 times the average annual income of urban residents ,and 0.003-456.57 times the average annual income of rural residents. There were 21 and 28 drugs whose annual cost exceeded the annual income of urban and rural residents.After the implementation of national medical insurance negotiation or volume based procurement of 14 drugs,the median MPR of these drugs decreased from 1.71 to 0.46. For urban residents ,the number of unaffordable drugs had been reduced from 8 to 0;for rural residents,it had been reduced from 10 to 5. In summary ,the price level of orphan drugs in China was slightly lower than international reference price ,but the price level of original drugs was higher than the international reference price ,and the cost of some drugs far exceeded the residents ’ability to pay. It is suggested that the government should strengthen the price management of original drugs ,promote the substitution of high-quality generic drugs for original drugs ,and improve the payment system for high-value rare disease drugs.
4.Blocking the JAK2/STAT3 and ERK pathways suppresses the proliferation of gastrointestinal cancers by inducing apoptosis.
Xi WANG ; Chunyan DAI ; Yifei YIN ; Lin WU ; Weiyang JIN ; Yufei FU ; Zhe CHEN ; Ke HAO ; Bin LU
Journal of Zhejiang University. Science. B 2021;22(6):492-503
Dysregulated crosstalk between different signaling pathways contributes to tumor development, including resistance to cancer therapy. In the present study, we found that the mitogen-activated extracellular signal-regulated kinase (MEK) inhibitor trametinib failed to suppress the proliferation of PANC-1 and MGC803 cells by activating the Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) signaling pathway, while the JAK2 inhibitor fedratinib failed to inhibit the growth of the PANC-1 cells upon stimulation of extracellular signal-regulated kinase (ERK) signaling. In particular, the most prominent enhancement of the anti-proliferative effect resulted from the concurrent blockage of the JAK2/STAT3 and ERK signaling pathways. Furthermore, the combination of the two inhibitors resulted in a reduced tumor burden in mice. Our evidence suggests novel crosstalk between JAK2/STAT3 and ERK signaling in gastric cancer (GC) and pancreatic ductal adenocarcinoma (PDAC) cells and provides a therapeutic strategy to overcome potential resistance in gastrointestinal cancer.
5. Lymphomatoid gastropathy: one case report and literatures review
Yangzhong ZHOU ; Yan ZHANG ; Weiyang ZHEN ; Shengyu ZHANG ; Jian SUN ; Zhaohui LU ; Wei ZHANG ; Daobin ZHOU ; Tienan ZHU
Chinese Journal of Hematology 2018;39(11):937-941
Objective:
To report the first case of lymphomatoid gastropathy in China, and to demonstrate the clinical characteristics, diagnostic approach, treatment and prognosis in this kind of patients.
Methods:
One patient was diagnosed as lymphomatoid gastropathy at Peking Union Medical College Hospital, and her clinical characteristics, lab data, treatment and follow-up outcomes were reviewed.
Results:
A case of a 51-year-old female was presented, who underwent esophagogastroduodenoscopy (EGD) due to slight epigastric discomfort. EGD revealed multiple ulcers and erosions. Biopsies showed atypical lymphocytes infiltration with CD3(+), CD56(+), CD20(-), CD8(-), TIA(+), Granzyme B(-) and Ki-67 (75%). Epstein-Barr virus-encoded RNA in situ hybridization was negative. Four months later, repeated EGD examination showed regression of the lesions without specific treatment.
Conclusion
Lymphomatoid gastropathy was a unique disease entity mimicking NK/T-cell lymphomas in pathology, with the quite different profile of treatment and prognosis. It’s important to consider this issue during the differential diagnosis to avoid any excessive treatment.
6.Multiple facial deformities on accessory maxilla
Lina ZHAO ; Yanjia HU ; Weiyang LIU ; Yongxu SU ; Kejia CHEN ; Yanqin LU
Chinese Journal of Stomatology 2018;53(10):701-702
7.Clinical application of expanded flap based on the cutaneous branch of transverse cervical artery.
Ma XIANJIE ; Dong LIWEI ; Li YANG ; Wang LU ; Li WEIYANG
Chinese Journal of Plastic Surgery 2015;31(3):165-167
OBJECTIVETo investigate the clinical application of expanded flap based on cutaneous branch of transverse cervical artery for reconstruction of cervical cicatricial contracture.
METHODSBased on the clinical anatomy of cutaneous branch of transverse cervical artery flap, we design the corresponding subclavicular area for expansion. The incision was usually located at the anterior axillary fold, 5-8 cm in length. The expander was implanted under the deep fascial layer, without injury of the vascular pedicle. Fixation sutures were put about 1 cm apart from the incision to prevent the expander from transposition and exposure. After expansion, the cervical cicatricial contracture was excised and released. According to the defect, the expanded flap based on the cutaneous branch of transverse cervical artery was designed, with the pedicle located at the posterior margin of sternocleidomastoid and 1. 8 cm above median point of clavicle. "S" shape incision was made at the location of vascular pedicle. Subcutaneous dissection was performed 1.5 cm in width along the incision on both sides. Then the flap was harvested under the deep fascial layer and rotated to cover defect without tension. It was not necessary to dissect the vascular pedicle further. The defect at donor site was closed directly.
RESULTS17 cases were treated with the island flap. The contracture of the cervical scar was corrected completely with aesthetic appearance.
CONCLUSIONSExpanded flap based on cutaneous branch of transverse cervical artery has reliable blood supply. It' s an ideal flap for the treatment of cervical cicatricial contracture.
Arteries ; Cicatrix ; surgery ; Clavicle ; Contracture ; surgery ; Dissection ; methods ; Fasciotomy ; Humans ; Neck ; blood supply ; Neck Muscles ; anatomy & histology ; Surgical Flaps ; blood supply
8.Combined pre-expansion of forehead and facial region for repairing tissue defects after removal of lesions in nose and facial area
Xianjie MA ; Liwei DONG ; Yang LI ; Lu WANG ; Weiyang LI
Chinese Journal of Medical Aesthetics and Cosmetology 2015;21(4):205-207
Objective To investigate the treatment methods of tissue defects in nose and lower eyelid area.Methods Based on the impaired area,combined pre-expansion of forehead and facial region was adopted.The volume of soft tissue expander was determined.150-170 ml expander was implanted between frontalis muscle and periosteum of forehead,while at the facial region,and the volume of expander should be determined by the normal skin area as large as possible.The excision of impaired tissue was performed after sufficient expansion,and then skin flap or transposition skin flap were advanced at the facial region.At forehead,ortho-position skin flap based on supratrochlear vessels was designed for repairing the nose and palpebra inferior region.Three weeks later division of the ortho-position skin flap was carried out.With the flattened pedicle,the rest part of impaired area was replaced.Results Six cases were performed with this method.For all the cases,the survival rate of flap was 100%.Esthetic appearance and satisfying color-match were achieved,without appearance of lower eyelid ectropion.Conclusions Combined pre-expansion of forehead and facial region is an ideal method in treatment of the defects in nose and lower eyelid area.
9.Thoracic endovascular aortic repair in 58 patients with Stanford type B aortic dissection
Jun LU ; Jun XIN ; Wei ZHOU ; Weiyang LI
Chinese Journal of Postgraduates of Medicine 2015;38(1):32-34
Objective To assess the efficacy and clinical resuhs of thoracic endovascular aortic repair (TEVAR) in Stanford type B aortic dissection,and to explore the therapentic strategy and prevention of complication.Methods Fifty-eight patients with Stanford type B aortic dissection underwent TEVAR were enrolled,and were followed up regularly.Results The technical feasibility and success with deployment proximal to the entry tear was 100.0%(58/58),requiring partial coverage of the left subclavian artery in 20 patients and total coverage in 4 patients,and 2 patients used chimney stents.Hospital mortality was 5.2% (3/58).Type Ⅰ endoleak was found in 11 patients (19.0%,11/58).In 55 survival patients,48 patients occurred thrombosis in pseudocoele and 2 patients' endoleak disappeared.Seven patients' endoleak appeared blood flow.Forty-eight patients(87.3 %,48/55) were followed up for 3-68 months.Two patients died,and 2 patients' endoleak disappeared,with total suberization in pseudocoele.Other 5 patients' endoleak relieved,with partial suberization in pseudocoele.One patient had new intimal tear at the distal end of the stent-graft and required a second stent implantation.Conclusion TEVAR is safe and effective for the treatment of Stanford type B aortic dissection.
10.The application of EVAR in the treatment of octogenarian patients with abdominal aortic aneurysm
Wei ZHOU ; Jun XIN ; Jianping ZHOU ; Jun LU ; Wei DU ; Weiyang LI
Chinese Journal of Primary Medicine and Pharmacy 2015;(22):3451-3453,3454
Objective To analyze the effect of EVAR in the treatment of octogenarian patients with abdomi-nal aortic aneurysm.Methods 16 octogenarian patients aged over 80 years who treated with EVAR were collected. Mean age was (87.0 ±6.2)years and included 11 cases in male,2 cases in emergency.All the cases were infrarenal abdominal aortic aneurysm and 11 cases (69%)were the complex aortic anatomy.According to ASA classification, 11 cases (69%)were class Ⅲ and 5 cases (31%)were class Ⅳ.All patients were followed up with CT for 1 month to 3 years.We evaluated technical success rate,perioperative complications and the application characteristics of EVAR in the treatment of octogenarian patients with abdominal aortic aneurysm were analyzed.Results All the patients were operated with EVAR,the success rate was 100%,12 Endurant endografts and 4 Talent endografts were used.Mean operation time was (92 ±25)min and mean hospital stay length was (17 ±9.5)days.1 patient died with heart failure in 3 days after operation.1 patient died due to the Ⅰ endoleak and 4 patients died due to other fators. Conclusion For the octogenarian abdominal aortic aneurysm patients,EVAR is the preferred treatment with accepta-ble procedural success and perioperative morbidity.Those patients have characteristics in the physiological function and anatomy,so we should take measures to prevent the complications.The medium and long -term results suggest that EVAR may be of limited in some patients who are aged over 80 years.

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