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.Expression and clinical significance of stimulator of interferon genes,C-C motif chemokine ligand 5,interferon regulatory factor 3 and programmed death ligand-1 in squamous cell lung cancer
Zhongfu CAI ; Jishui HUANG ; Wencong HONG ; Xiaobin LI ; Yanling HUANG ; Wenliang DAI ; Youzhi HONG
Journal of Clinical Medicine in Practice 2025;29(10):57-62
Objective To analyze the expression and clinical significance of stimulator of interfer-on genes(STING),C-C motif chemokine ligand 5(CCL5),interferon regulatory factor 3(IRF3)and programmed death ligand-1(PDL1)in squamous cell lung cancer.Methods A total of 56 pa-tients with squamous cell lung cancer were enrolled.Resected tumor tissues and adjacent non-tumor tissues(located more than 5 cm from the tumor margin)were collected.Immunohistochemical staining was performed to detect the expression of STING,CCL5,IRF3 and PDL1.The correlations of STING,CCL5,IRF3 and PDL1 with clinical data were analyzed.The relationship between the expression of STING,CCL5,IRF3 and PDL1 in lung squamous cell carcinoma tissues and prognosis was also evalua-ted.The prognostic factors of patients with lung squamous cell carcinoma were analyzed.Results The positive rate of STING expression in lung squamous cell carcinoma tissues was significantly lower than that in adjacent non-tumor tissues,whereas the positive rates of CCL5,IRF3 and PDL1 were significantly higher(P<0.05).The expression levels of STING,CCL5,IRF3 and PDL1 were associated with tumor diameter,TNM stage,lymph node metastasis and differentiation degree(P<0.05).The 3-year survival rate of STING positive expression patients was significantly higher than that of STING negative expression patients(P<0.05).The 3-year survival rate of CCL5 positive,IRF3 positive and PDL1 positive expression patients was significantly lower than that of CCL5 negative,IRF3 negative and PDL1 negative expression patients(P<0.05).STING,CCL5,IRF3 and PDL1 were identified as prognostic factors for patients with squamous cell lung cancer(P<0.05).Conclusion In squamous cell lung cancer tissues,STING is expressed at low levels,while CCL5,IRF3 and PDL1 are ex-pressed at high levels.These findings have significant clinical value in assessing the prognosis of pa-tients with squamous cell lung cancer.
3.Tirofiban treatment in two cases of acute ischemic stroke with early neurological deterioration after intravenous thrombolysis with rt-PA
Jianhua ZHENG ; Yanling CUI ; Hanwen HU ; Ying CAO ; Jianwu DAI
Chinese Journal of Nervous and Mental Diseases 2025;51(4):240-243
Early neurological deterioration(END)occurs in patients with acute cerebral infarction after recombinant tissue-plasminogen activator(rt-PA)intravenous thrombolysis,which seriously affects the prognosis of patients and even causes death.However,there is no effective treatment.This report describes two patients with acute ischemic stroke presenting with right-sided limb weakness within 4.5 hours of onset.Brain CT ruled out cerebral hemorrhage and both patients were diagnosed with acute ischemic stroke.END occurred within 24 hours after intravenous thrombolysis with rt-PA.Reexamine Brain CT showed no evidence of cerebral hemorrhage.The patients were treated with continuous tirofiban infusion for 48 hours,overlapping with oral antiplatelet therapy for 4 hours and 6 hours,respectively.After discontinuation of tirofiban,no further neurological deterioration was observed.At the 3-month follow-up,there was no recurrence,and the modified Rankin scale(mRS)scores were 1 and 3,respectively.This study delineates the diagnostic and therapeutic trajectories of two paradigmatic cases to inform clinical decision-making for analogous presentations,thereby contributing to evidence-based management strategies.
4.Effect of extracellular matrix stiffness on tumor progression and treatment strategies
Lijuan WU ; Zhenfei WANG ; Xiaohui TAN ; Yingcai WU ; Yanling ZHENG ; Fengxue DAI
Chinese Journal of Tissue Engineering Research 2025;29(20):4286-4294
BACKGROUND:The extracellular matrix is a complex network structure,which not only builds physical support for tissue cells,but also plays an important regulatory role in cell survival,proliferation,and death.Abnormal changes in the biochemical and biomechanical properties of the extracellular matrix can significantly affect the proliferation,migration,immune evasion,and treatment resistance of tumor cells.Stiffness is an important mechanical property of the extracellular matrix,and abnormalities in matrix stiffness are closely related to tumor progression.OBJECTIVE:By reviewing the mechanism of extracellular matrix sclerosis,the impact of high stiffness matrix on tumor progression,and the latest research progress in the treatment of cancer based on reducing matrix stiffness,to deeply understand the mechanical properties of the extracellular matrix,improve the understanding of the complex mechanism of tumor progression,and provide new ideas and directions for tumor treatment.METHODS:"Extracellular matrix function,extracellular matrix stiffness,collagen deposition cross-linking,extracellular matrix stiffness therapy,immunotherapy"were used as the search terms in Chinese and English.Relevant literature published from January 2016 to June 2024 was searched in CNKI,PubMed,and WanFang databases,and 80 articles were finally included for review.RESULTS AND CONCLUSION:(1)Deposition and excessive cross-linking of collagen and elastin in the extracellular matrix leads to matrix remodeling,which in turn increases matrix stiffness.This sclerosis activates pro-cancer signaling pathways such as cyclin-D1,Rho/ROCK,p-PXN-Rac1-YAP,and STAT3/p-STAT3,promotes malignant behaviors such as cancer cell proliferation,metastasis,tumor microangiogenesis and immune escape,and accelerates tumor progression.(2)Reducing the deposition and cross-linking of matrix proteins can reduce matrix stiffness,which cannot only inhibit the activation of multiple cancer-promoting signaling pathways,but also enhance the penetration and delivery of drugs at tumor sites,which is a new strategy for cancer treatment.(3)At present,drugs based on matrix degradation to reduce tumor stiffness are under development,and a few drugs have entered the clinical trial stage,which are expected to provide a new powerful weapon for tumor treatment.
5.Tirofiban treatment in two cases of acute ischemic stroke with early neurological deterioration after intravenous thrombolysis with rt-PA
Jianhua ZHENG ; Yanling CUI ; Hanwen HU ; Ying CAO ; Jianwu DAI
Chinese Journal of Nervous and Mental Diseases 2025;51(4):240-243
Early neurological deterioration(END)occurs in patients with acute cerebral infarction after recombinant tissue-plasminogen activator(rt-PA)intravenous thrombolysis,which seriously affects the prognosis of patients and even causes death.However,there is no effective treatment.This report describes two patients with acute ischemic stroke presenting with right-sided limb weakness within 4.5 hours of onset.Brain CT ruled out cerebral hemorrhage and both patients were diagnosed with acute ischemic stroke.END occurred within 24 hours after intravenous thrombolysis with rt-PA.Reexamine Brain CT showed no evidence of cerebral hemorrhage.The patients were treated with continuous tirofiban infusion for 48 hours,overlapping with oral antiplatelet therapy for 4 hours and 6 hours,respectively.After discontinuation of tirofiban,no further neurological deterioration was observed.At the 3-month follow-up,there was no recurrence,and the modified Rankin scale(mRS)scores were 1 and 3,respectively.This study delineates the diagnostic and therapeutic trajectories of two paradigmatic cases to inform clinical decision-making for analogous presentations,thereby contributing to evidence-based management strategies.
6.Effect of extracellular matrix stiffness on tumor progression and treatment strategies
Lijuan WU ; Zhenfei WANG ; Xiaohui TAN ; Yingcai WU ; Yanling ZHENG ; Fengxue DAI
Chinese Journal of Tissue Engineering Research 2025;29(20):4286-4294
BACKGROUND:The extracellular matrix is a complex network structure,which not only builds physical support for tissue cells,but also plays an important regulatory role in cell survival,proliferation,and death.Abnormal changes in the biochemical and biomechanical properties of the extracellular matrix can significantly affect the proliferation,migration,immune evasion,and treatment resistance of tumor cells.Stiffness is an important mechanical property of the extracellular matrix,and abnormalities in matrix stiffness are closely related to tumor progression.OBJECTIVE:By reviewing the mechanism of extracellular matrix sclerosis,the impact of high stiffness matrix on tumor progression,and the latest research progress in the treatment of cancer based on reducing matrix stiffness,to deeply understand the mechanical properties of the extracellular matrix,improve the understanding of the complex mechanism of tumor progression,and provide new ideas and directions for tumor treatment.METHODS:"Extracellular matrix function,extracellular matrix stiffness,collagen deposition cross-linking,extracellular matrix stiffness therapy,immunotherapy"were used as the search terms in Chinese and English.Relevant literature published from January 2016 to June 2024 was searched in CNKI,PubMed,and WanFang databases,and 80 articles were finally included for review.RESULTS AND CONCLUSION:(1)Deposition and excessive cross-linking of collagen and elastin in the extracellular matrix leads to matrix remodeling,which in turn increases matrix stiffness.This sclerosis activates pro-cancer signaling pathways such as cyclin-D1,Rho/ROCK,p-PXN-Rac1-YAP,and STAT3/p-STAT3,promotes malignant behaviors such as cancer cell proliferation,metastasis,tumor microangiogenesis and immune escape,and accelerates tumor progression.(2)Reducing the deposition and cross-linking of matrix proteins can reduce matrix stiffness,which cannot only inhibit the activation of multiple cancer-promoting signaling pathways,but also enhance the penetration and delivery of drugs at tumor sites,which is a new strategy for cancer treatment.(3)At present,drugs based on matrix degradation to reduce tumor stiffness are under development,and a few drugs have entered the clinical trial stage,which are expected to provide a new powerful weapon for tumor treatment.
7.Effect of remimazolam-flumazenil regimen on emergence of patients undergoing endoscopic retrograde cholangiopancreatography
Yanying XIAO ; Rong ZHU ; Ruping DAI ; Yanling ZHANG ; Di FU
Chinese Journal of Anesthesiology 2024;44(4):433-437
Objective:To evaluate the effect of the remimazolam-flumazenil regimen on the emergence of patients undergoing endoscopic retrograde cholangiopancreatography (ERCP).Methods:Eighty-four American Society of Anesthesiologists Physical Status classification Ⅰ-Ⅲ patients, regardless of gender, aged 18-78 yr, with body mass index of 18-30 kg/m 2, undergoing elective ERCP under general anesthesia, were allocated into 2 groups ( n=42 each) using a random number table method: remimazolam-flumazenil group (RF group) and propofol group (P group). Anesthesia was induced as follows: Remimazolam 0.2 mg/kg and remifentanil 2 μg/kg were intravenously injected in RF group, and propofol 1.5 mg/kg and remifentanil 2 μg/kg were intravenously injected in P group. Anesthesia was maintained as follows: Remimazolam was intravenously infused at a rate of 0.5-2.0 mg·kg -1·h -1 and remifentanil at a rate of 0.1-0.2 μg·kg -1·min -1 in RF group, and propofol was intravenously infused at a rate of 2-8 mg·kg -1·h -1 and remifentanil at a rate of 0.1-0.2 μg·kg -1·min -1 in P group, maintaining a bispectral index value of 40-60. At the end of procedure, RF group received an intravenous injection of flumazenil at 0.2 mg, while P group received an equal volume of normal saline. The emergence time, laryngeal mask removal time, duration of post-anesthesia care unit stay, development of adverse events during the emergence period, patients′ satisfaction scores, endoscopists′ satisfaction scores, and 15-item Quality of Recovery scale scores at 24 h after operation were recorded. Results:Compared to P group, the emergence time, laryngeal mask removal time and duration of post-anesthesia care unit stay were significantly shortened, and the incidence of euphoria was decreased in RF group ( P<0.05). There were no statistically significant differences between the two groups in the incidence of agitation, dizziness, nausea/vomiting, and re-sedation, patients′ satisfaction scores, endoscopists′ satisfaction scores, and 15-item Quality of Recovery scale scores at 24 h after operation ( P>0.05). Conclusions:Compared to propofol, the remimazolam-flumazenil regimen can shorten the emergence time and improve the quality of recovery when used for ERCP procedures.
8.Reflection on the Elderly Discrimination in the Allocation of Scarce Medical Resources from the Age Restriction Phenomenon in ICU of a Certain Country
Jingwen ZHENG ; Yanling CHEN ; Zihan DAI ; Yuling WU ; Linhai CHU ; Wanlin ZHOU
Chinese Medical Ethics 2024;35(1):78-83
In March 2020, the outflow of age limited videos from ICU in Spain inspired us to rethink whether there is age discrimination in the allocation of scarce medical resources. This paper frist reflected on the problem of age discrimination caused by this phenomenon from four moral intuitions: the sacred view of life, the quality of life and values, public health ethics and Chinese culture, and then examined whether it is illegal from the legal level, finally pointed out the negative impact on the society, and put forward that taking age as the standard for the allocation of scarce medical resources is not suitable for China’s national conditions.
9.Characteristics of HIV-infected persons and their spouses who became HIV-positive in HIV discordant couples in Dehong Prefecture, Yunnan Province
Yanling LI ; Shuxian HE ; Yanfen CAO ; Lifen XIANG ; Yurong GONG ; Yuecheng YANG ; Runhua YE ; Renhai TANG ; Yingying DING ; Na HE ; Song DUAN
Shanghai Journal of Preventive Medicine 2023;35(12):1175-1180
ObjectiveTo determine the characteristics, viral load and immunological status of HIV-infected persons and their spouses who became HIV-positive, and the reasons for HIV seroconversion in 55 HIV discordant couples in Dehong Dai and Jingpo Autonomous Prefecture (Dehong Prefecture), Yunan Province. MethodsData on the 55 couples meeting the criteria of having a previously positive spouse were retrieved from the AIDS Integrated Prevention and Control Data Information System of the China Disease Control and Prevention Information System during 2015-2021. General socio-demographic information, age at diagnosis, exposure history, CD4+T lymphocyte count, and antiviral treatment were collected. Descriptive analysis and chi-square test were used to compare the distribution of pre-HIV-positive spouses and their HIV seroconverted spouses. ResultsA total of 55 spouses from HIV discordant couples had HIV seroconversion. Of them, 72.7% (40/55) of pre-HIV-positive spouses were husbands. The most recent CD4+T lymphocyte count in the pre-HIV-positive spouses was (328.31±246.27) cells·μL-1 at the time of diagnosis of their seroconverted spouses, of which 36.3% (20/55) had a CD4+T lymphocyte count of less than 200 cells·μL-1. Furthermore, of those pre-HIV-positive spouses with low CD4+T lymphocyte count, 45.0% (9/20) had an undetectable viral load, 15.0% (3/20) <400 copies·mL-1, and 25.0%(5/20) ≥400 copies·mL-1. Additionally, 16.4% (9/55) of the pre-HIV-positive spouses did not have a viral load test. The main reasons for HIV seroconversion among HIV-negative spouses in the discordant couples were poor condom use, poor compliance with antiviral therapy, and treatment discontinuation. ConclusionThe follow-up management of HIV discordant couples should be strengthened in Dehong Prefecture, especially the monitoring of viral load levels and immunological status of pre-HIV-positive spouses, to improve their compliance with antiviral therapy and reduce treatment discontinuation, which would effectively prevent and control HIV transmission between spouses.
10.Effect of remimazolam on hemodynamics when used for anesthesia induction in patients undergoing coronary artery bypass grafting
Ni ZENG ; Feng XIAO ; Ruping DAI ; Yanling ZHANG
Chinese Journal of Anesthesiology 2023;43(9):1042-1046
Objective:To evaluate the effect of remimazolam on hemodynamics when used for anesthesia induction in patients undergoing coronary artery bypass grafting (CABG).Methods:Sixty patients of either sex, aged 18-64 yr, of American Society of Anesthesiologists Physical Status classification Ⅱ-Ⅲ, with ejection fraction>35%, cardiac index (CI) >2.0 L·min -1·m -2 and body mass index <28 kg/m 2, undergoing CABG under general anesthesia, were divided into 2 groups ( n=30 each)using a random number table method: remazolam group (group R) and midazolam group (group M). Group R received intravenous remimazolam 0.08 mg/kg, and group M received intravenous midazolam 0.05 mg/kg, and both groups used sufentanil, etomidate, and rocuronium bromide for anesthesia induction to maintain the BIS value at 40-65. Before anesthesia induction, at 1-2 min after intravenous injection of remimazolam/midazolam-sufantanil-etomidate, immediately before tracheal incubation, at 30 s-15 min after tracheal intubation, and immediately before skin incision, blood pressure, heart rate, mean arterial pressure, CI, stroke volume index, systemic vascular resistance index, and left heart systolic index were measured, and vasoactive drugs were used to maintain the stability of vital signs and to record the cardiovascular events. Results:Compared with group M, the incidence of hypotension and usage rate of vasoactive drugs were significantly decreased, and the incidence of decrease in CI and stroke volume index by more than 20% and changes in left heart systolic index were decreased in group R( P<0.05). Conclusions:Remimazolam can reduce the disturbance of hemodynamics to a certain extent when used for anesthesia induction as compared with midazolam in patients undergoing CABG.

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