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
;
Schizophrenia/pathology*
;
Diffusion Tensor Imaging/methods*
;
Male
;
Female
;
Adult
;
Brain/metabolism*
;
Young Adult
;
Middle Aged
;
White Matter/pathology*
;
Gene Expression
;
Nerve Net/diagnostic imaging*
;
Graph Neural Networks
2.Effects of remimazolam and sevoflurane anesthesia on intracranial pressure and cerebral oxygenation in patients undergoinglaparoscopicsurgery in trendelenburg position
Junpeng LIU ; Shiya LIU ; Zhen ZHANG ; Changhong MIAO ; Xihua LU
The Journal of Practical Medicine 2025;41(13):2088-2093
Objective To explore the impacts of remimazolam on intraoperative intracranial pressure(ICP)and cerebral oxygenation in patients undergoing laparoscopic lower abdominal and pelvic surgery under CO2 pneumoperitoneum combined with Trendelenburg position.Methods Eighty-eight patients scheduled to undergo laparoscopic lower abdominal and pelvic surgery were randomly assigned to the remimazolam group(n=44)and the sevoflurane group(n=44).In the remimazolam group,continuous infusion of remimazolam at a rate of 1 mg/(kg·h)was administered for anesthesia maintenance.In contrast,the sevoflurane group inhaled 2%sevoflurane.Heart rate(HR),mean arterial pressure(MAP),peak airway pressure(Peak),plateau airway pressure(Plat),end-tidal CO2(PETCO2),regional cerebral oxygen saturation(rSO2),and optic nerve sheath diameter(ONSD)of both eyes were measured and recorded at the following time points:prior to anesthesia induction(T0),5 minutes after induction(T1),10 minutes(T2),30 minutes(T3),and 60 minutes(T4)after the establishment of pneumo-peritoneum in Trendelenburg position,as well as 30 minutes after deflation in the supine position(T5).Results No significant intergroup differences were detected in HR,MAP,Peak,Plat,or PETCO2 at any time point(P>0.05).In both groups,Peak and Plat values were significantly higher at T2-T4 compared to T1(P<0.05).Regard-ing the ONSD)no intergroup differences were noted at T0 and T1(P>0.05).From T2 to T5,ONSD in both groups increased significantly relative to T0..It gradually rose with the prolongation of pneumoperitoneum and Trendelen-burg positioning and showed a slight decrease at T5(P<0.05).Specifically,at T3 and T4,the remimazolam group exhibited significantly smaller ONSD values than the sevoflurane group(P<0.05).Throughout the study,no inter-group differences in rSO2 were observed(P>0.05).Conclusion In laparoscopic lower abdominal and pelvic surgeries performed in the Trendelenburg position,intravenous anesthesia with remimazolam may be more effective in mitigating the elevation of intracranial pressure compared to sevoflurane inhalation.
3.Relationship between mechanism of buprenorphine in attenuating microglial neuroinflammation and MDGA1
Hongyu WANG ; Xinxin JI ; Jin YAN ; Tianyu WEI ; Xihua LU ; Yi ZHOU
Chinese Journal of Anesthesiology 2025;45(10):1309-1312
Objective:To evaluate the relationship between the mechanism of buprenorphine in attenuating neuroinflammation in microglia and the MAM domain-containing glycosylphosphatidylinositol anchor gene 1 ( MDGA1). Methods:The human microglial cell line HMC-3 was cultured in vitro and divided into 4 groups ( n=6 each) using a table of random numbers: control group (Con group), lipopolysaccharide(LPS)group, buprenorphine + LPS group (Bup+ LPS group) and buprenorphine + LPS + MDGA1 knockdown group (Bup+ LPS+ shMDGA1 group). LPS group was incubated with LPS at a final concentration of 1 μg/ml for 4 h. Bup+ LPS group was incubated with buprenorphine at a final concentration of 100 ng/ml for 1 h, followed by incubation with LPS at a final concentration of 1 μg/ml for 4 h. Bup+ LPS+ shMDGA1 group was transfected with MDGA1-specific shorthairpin RNA for knockdown, and the remaining treatment was similar to those previously described in Bup+ LPS group. The expression of MDGA1 in microglia was detected using real-time quantitative polymerase chain reaction, and the concentrations of interleukin (IL)-6, IL-1β, tumor necrosis factor-α (TNF-α), and inducible nitric oxide synthase (iNOS) in the supernatant were measured using enzyme-linked immunosorbent assay. Results:Compared with Con group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly increased, and the expression of MDGA1 in microglia was down-regulated in LPS group ( P<0.05). Compared with LPS group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly decreased, and the expression of MDGA1 in microglia was up-regulated in Bup+ LPS group ( P<0.05). Compared with Bup+ LPS group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly increased, and the expression of MDGA1 in microglia was down-regulated in Bup+ LPS+ sh MDGA1 group ( P<0.05). Conclusions:The mechanism by which buprenorphine alleviates neuroinflammation in microglia may be related to the up-regulation of the expression of MDGA1.
4.Effects of remimazolam and sevoflurane anesthesia on intracranial pressure and cerebral oxygenation in patients undergoinglaparoscopicsurgery in trendelenburg position
Junpeng LIU ; Shiya LIU ; Zhen ZHANG ; Changhong MIAO ; Xihua LU
The Journal of Practical Medicine 2025;41(13):2088-2093
Objective To explore the impacts of remimazolam on intraoperative intracranial pressure(ICP)and cerebral oxygenation in patients undergoing laparoscopic lower abdominal and pelvic surgery under CO2 pneumoperitoneum combined with Trendelenburg position.Methods Eighty-eight patients scheduled to undergo laparoscopic lower abdominal and pelvic surgery were randomly assigned to the remimazolam group(n=44)and the sevoflurane group(n=44).In the remimazolam group,continuous infusion of remimazolam at a rate of 1 mg/(kg·h)was administered for anesthesia maintenance.In contrast,the sevoflurane group inhaled 2%sevoflurane.Heart rate(HR),mean arterial pressure(MAP),peak airway pressure(Peak),plateau airway pressure(Plat),end-tidal CO2(PETCO2),regional cerebral oxygen saturation(rSO2),and optic nerve sheath diameter(ONSD)of both eyes were measured and recorded at the following time points:prior to anesthesia induction(T0),5 minutes after induction(T1),10 minutes(T2),30 minutes(T3),and 60 minutes(T4)after the establishment of pneumo-peritoneum in Trendelenburg position,as well as 30 minutes after deflation in the supine position(T5).Results No significant intergroup differences were detected in HR,MAP,Peak,Plat,or PETCO2 at any time point(P>0.05).In both groups,Peak and Plat values were significantly higher at T2-T4 compared to T1(P<0.05).Regard-ing the ONSD)no intergroup differences were noted at T0 and T1(P>0.05).From T2 to T5,ONSD in both groups increased significantly relative to T0..It gradually rose with the prolongation of pneumoperitoneum and Trendelen-burg positioning and showed a slight decrease at T5(P<0.05).Specifically,at T3 and T4,the remimazolam group exhibited significantly smaller ONSD values than the sevoflurane group(P<0.05).Throughout the study,no inter-group differences in rSO2 were observed(P>0.05).Conclusion In laparoscopic lower abdominal and pelvic surgeries performed in the Trendelenburg position,intravenous anesthesia with remimazolam may be more effective in mitigating the elevation of intracranial pressure compared to sevoflurane inhalation.
5.Relationship between mechanism of buprenorphine in attenuating microglial neuroinflammation and MDGA1
Hongyu WANG ; Xinxin JI ; Jin YAN ; Tianyu WEI ; Xihua LU ; Yi ZHOU
Chinese Journal of Anesthesiology 2025;45(10):1309-1312
Objective:To evaluate the relationship between the mechanism of buprenorphine in attenuating neuroinflammation in microglia and the MAM domain-containing glycosylphosphatidylinositol anchor gene 1 ( MDGA1). Methods:The human microglial cell line HMC-3 was cultured in vitro and divided into 4 groups ( n=6 each) using a table of random numbers: control group (Con group), lipopolysaccharide(LPS)group, buprenorphine + LPS group (Bup+ LPS group) and buprenorphine + LPS + MDGA1 knockdown group (Bup+ LPS+ shMDGA1 group). LPS group was incubated with LPS at a final concentration of 1 μg/ml for 4 h. Bup+ LPS group was incubated with buprenorphine at a final concentration of 100 ng/ml for 1 h, followed by incubation with LPS at a final concentration of 1 μg/ml for 4 h. Bup+ LPS+ shMDGA1 group was transfected with MDGA1-specific shorthairpin RNA for knockdown, and the remaining treatment was similar to those previously described in Bup+ LPS group. The expression of MDGA1 in microglia was detected using real-time quantitative polymerase chain reaction, and the concentrations of interleukin (IL)-6, IL-1β, tumor necrosis factor-α (TNF-α), and inducible nitric oxide synthase (iNOS) in the supernatant were measured using enzyme-linked immunosorbent assay. Results:Compared with Con group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly increased, and the expression of MDGA1 in microglia was down-regulated in LPS group ( P<0.05). Compared with LPS group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly decreased, and the expression of MDGA1 in microglia was up-regulated in Bup+ LPS group ( P<0.05). Compared with Bup+ LPS group, the concentrations of IL-6, IL-1β, TNF-α and iNOS in the supernatant were significantly increased, and the expression of MDGA1 in microglia was down-regulated in Bup+ LPS+ sh MDGA1 group ( P<0.05). Conclusions:The mechanism by which buprenorphine alleviates neuroinflammation in microglia may be related to the up-regulation of the expression of MDGA1.
6.Effect of obesity on displacement of left-sided double-lumen tube during positional changes
Aimin FENG ; Yingshuai QIAO ; Zhen ZHANG ; Xihua LU
Chinese Journal of Anesthesiology 2024;44(7):802-805
Objective:To evaluate the effect of obesity on the displacement of a left-sided double-lumen tube (DLT) during positional changes.Methods:This was a prospective cohort study. Six hundred and two patients who underwent elective chest surgery and required insertion of a left-sided DLT from February 2020 to November 2023 in our hospital were selected and divided into 2 groups based on the body mass index (BMI): obesity group (BMI≥28 kg/m 2,n=208) and non-obesity group (18.5 kg/m 2≤BMI<28 kg/m 2,n=394). General characteristics of patients, history of chest surgery, DLT model, depth of DLT placement in supine position, height/depth of placement (H/D) ratio, and distance of DLT displacement were recorded. DLT displacement was defined as a displacement distance of ≥15 mm. The logistic regression was used for analysis of the relationship between BMI and left DLT shift during positional changes. The receiver operating characteristic curve was used to evaluate the accuracy of BMI in predicting the left-sided DLT displacement during positional changes. Results:Compared with non-obese group, the depth of DLT placement was significantly reduced, the H/D ratio was increased, the distance of DLT displacement was increased, and the incidence of DLT displacement was increased in obese group ( P<0.05). The results of binary logistic regression analysis showed that a BMI≥28 kg/m 2 was an independent risk factor for DLT displacement ( OR value [95% confidence interval]=4.18 (2.36-7.38), P<0.001). The sensitivity of BMI in predicting the left-sided DLT displacement during positional changes was 77.4%, and the specificity was 69.6%, with an optimal cutoff value of 27.48 kg/m 2 and an area under the receiver operating characteristic curve of 0.757. Conclusions:Obesity can increase the probability of the left-sided DLT displacement during positional changes.
7.Comparison of effects of left paratracheal pressure and cricoid pressure during mask ventilation in obese patients
Aimin FENG ; Yingshuai QIAO ; Zhen ZHANG ; Xihua LU
Chinese Journal of Anesthesiology 2024;44(10):1182-1185
Objective:To compare the effects of left paratracheal pressure (LPP) and cricoid pressure (CP) during mask ventilation in obese patients.Methods:Sixty patients of either sex, aged 18-60 yr, with 28 kg/m 2≤body mass index<35 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅰ or Ⅱ, scheduled for general anesthesia, were divided into 2 groups ( n=30 each) using a random number table method: LPP group and CP group. In LPP group, pressure was applied beside the trachea, above the clavicle towards the vertebral direction, while in CP group, pressure was applied downwards to the cricoid cartilage, with a force of pressure between 25-35 N. The spatial relationship between the esophagus, trachea, and cricoid cartilage, the presence of air shadows in the gastric antrum during mask ventilation, and the cross-sectional area (CSA) of the gastric antrum before and after mask ventilation as well as the airway pressure during mask ventilation were observed. Results:In both groups, the esophagus was located in the left of the trachea in the supraclavicular region. There were no statistically significant differences in the airway pressure during mask ventilation and the CSA of the gastric antrum prior to mask ventilation between the two groups ( P>0.05). Compared to LPP group, the proportion of patients with air shadows in the gastric antrum during mask ventilation was significantly increased, and the CSA of the gastric antrum was increased after mask ventilation in CP group ( P<0.05). Conclusions:Compared to CP, LPP can decrease the development of air entering the stomach during mask ventilation and reduce the CSA of the gastric antrum after mask ventilation in obese patients.
8.Effects of dexmedetomidine combined with desflurane anesthesia on cerebral oxygen metabolism,sedation depth and cerebral function in patients undergoing liver cancer surgery
Gang XU ; Yuanyuan HUANG ; Bolin REN ; Junpeng LIU ; Xihua LU ; Changhong LIAO
Journal of Xinxiang Medical College 2024;41(2):175-179
Objective To explore the effects of dexmedetomidine combined with desflurane anesthesia on cerebral oxygen metabolism,sedation depth and cerebral function in liver cancer patients undergoing partial hepatic lobectomy.Methods A total of 30 liver cancer patients undergoing partial hepatic lobectomy at the Affiliated Cancer Hospital of Zhengzhou University from March to September 2022 were selected as the research subjects,they were divided into control group(n=15)and observation group(n=15)according to different anesthesia methods.Patients in both groups underwent partial open hepatectomy,and they were given the same anesthesia induction method.The patients in the control group received desflurane for anesthesia mainte-nance,while patients in the observation group received dexmedetomidine combined with desflurane for anesthesia maintenance.The anesthesia recovery indexes including the postoperative recovery time,recovery time of spontaneous breathing,eye-opening time of patients between the two groups were compared.The arterial oxygen saturation(SaO2),cervical vein oxygen saturation(SjvO2),arterial partial pressure of oxygen(PaO2)and partial pressure of venous oxygen of patients were detected by blood gas analyzer before anesthesia induction(T0),at the completion of anesthesia induction(T,),at 10 minutes after hepatic portal occlusion(T2),after hepatic lobectomy(T3)and after surgery(T4),and arterio-venous oxygen content difference(AVDO2)and cerebral oxygen extraction rate(CEO2)were calculated.The sedation depth of patients was evaluated by bispectral index(BIS)and patient state index(PSI)at T0,T1,T2,T3 and T4.The cerebral function of patients was evaluated by the Glasgow-Pittsburgh cerebral performance category scale at 3 months after surgery.The incidence of postoperative adverse reactions of patients between the two groups was compared.Results The postoperative recovery time,recovery time of sponta-neous breathing and eye-opening time of patients in the observation group were significantly shorter than those in the control group(P<0.05).There was no significant difference in SaO2 of patients between the two groups at different time points(P>0.05).At T2 and T3,SjvO2,AVDO2 and CEO2 of patients in the observation group were significantly lower than those in the control group(P<0.05),but there was no significant difference in SjvO2,AVDO2 and CEO2 of patients between the two groups at the other time points(P>0.05).At T2,T3 and T4,BIS and PSI of patients in the observation group were significantly lower than those in the control group(P<0.05),but there was no significant difference in BIS and PSI of patients between the two groups at T0 and T1(P>0.05).In the control group,there were 11 patients with postoperative brain function in grade 1,3 patients in grade Ⅱ and 1 patient in grade Ⅲ;in the observation group,there were 12 patients in grade Ⅰ and 3 patients in gradeⅡ.There was no significant difference in postoperative grading of brain function between the two groups(x2=1.044,P>0.05).There was no significant difference in the total incidence of postoperative adverse reactions between the control group and observation group[20.00%(3/15)vs 26.67%(4/15),x2=0.186,P>0.05].Conclusion Dexmedetomidine combined with desflurane anesthesia can shorten anesthesia recovery time,improve anesthesia depth and reduce cerebral oxygen metabolism in patients undergoing liver cancer surgery,which has no effect on cerebral function,showing good safety.
9.Comparison of the effect of sodium bicarbonate Ringer's solution and compound Ringer's solution in controlled low central venous pressure hepatectomy
Yan MI ; Yu BAI ; Gang XU ; Sufen LI ; Xihua LU
Journal of Xinxiang Medical College 2024;41(5):438-442
Objective To investigate the influence of sodium bicarbonate Ringer's solution and compound Ringer's solution on patients'acid-base balance and liver and kidney function during controlled low central venous pressure(CLCVP)hepatectomy.Methods A total of 60 patients with primary liver cancer who underwent CLCVP hepatectomy in the Affiliated Cancer Hospital of Zhengzhou University from June 2020 to June 2022 were selected and randomly divided into the sodium bicarbonate Ringer's solution group and compound Ringer's solution group,with 30 patients in each group.Patients in the sodium bicarbonate Ringer's solution group were infused with sodium bicarbonate Ringer's solution,while patients in the compound Ringer's solution group were infused with compound Ringer's solution after anesthesia induction and before liver parenchymal disconnection.The pH value,base excess(BE)and blood lactic acid(Lac)levels were detected using the blood gas analyzer in the two groups before anesthesia induction(T,),at the beginning of surgery(T2),2 h during surgery(T3),4 h during surgery(T4),and at the end of surgery(T5),respectively.The levels of serum alanine aminotransferase(ALT),aspartate aminotransferase(AST),blood urea nitrogen(BUN),and serum creatinine(Scr)were detected using the automatic biochemical analyzer 24 h before and 24 h after surgery,respectively.The body mass,surgical time,intraoperative infusion volume,urine volume,changes in body acid-base balance during surgery,and changes in liver and kidney function before and after surgery between the two groups were compared.Results There was no statistically significant difference in body mass,surgical time,intraoperative infusion volume,and urine volume between the two groups of patients(P>0.05).At T,,there was no statistically significant difference in pH value,BE and Lac levels between the two groups of patients(P>0.05).Compared to T,,the pH value in the compound Ringer's solution group increased at T2 and decreased at T3,T4 and T5,while BE and Lac levels from T2 to T5 showed an increasing trend(P<0.05);compared to T,,the pH value in the sodium bicarbonate Ringer's solution group increased at T2 and decreased at T3,BE and Lac levels increased at T2 and T3(P<0.05),and there was no statistically significant difference in pH value,BE and Lac levels at T4 and T5 compared to T1(P>0.05).At T5,the pH value in the sodium bicarbonate Ringer's solution group was significantly higher than that in the compound Ringer's solution group,while the BE and Lac levels were significantly lower than those in the compound Ringer's solution group(P<0.05).There was no statisti-cally significant difference in the levels of ALT,AST,BUN and Scr 24 hours before surgery between the two groups of patients(P>0.05);compared to 24 hours before surgery,there was no significant change in the levels of ALT,AST,BUN and Scr 24 hours after surgery(P>0.05);there was no statistically significant difference in the levels of ALT,AST,BUN and Scr 24 hours after surgery between the two groups(P>0.05).Conclusion Compared to compound Ringer's solution,sodium bicarbonate Ringer's solution has a smaller impact on the internal environment of the body during the CLCVP hepatectomy and can effectively maintain the stability of the body's acid-base balance.Both the two solutions have no significant impact on the patient's liver and kidney function.
10.Genetic and clinical characteristics of 26 cases with glycogen storage disease type Ⅲ
Xueyuan ZHANG ; Ping ZHANG ; Jiayan FENG ; Xihua LI ; Yi LU ; Xinbao XIE ; Jianshe WANG
Chinese Journal of Hepatology 2024;32(11):1005-1012
Objective:To investigate the genetic, clinical, and post-treatment characteristics of patients with glycogen storage disease type Ⅲ (GSD Ⅲ).Methods:A retrospective cohort analysis was performed on the genetic and clinical data of 26 cases with GSD Ⅲ who visited the Children's Hospital affiliated with Fudan University from June 2017 to December 2023. The patients were divided into non-missense variation and missense variation groups according to the types of mutation in the AGL gene.The correlation between genotype and phenotype was analyzed. All patients were treated with uncooked cornstarch after diagnosis. The changes before and after treatment were compared in patients who underwent more than twelve months of follow-up. A P value of <0.05 was used to denote statistical significance. Results:Among the 26 cases enrolled, 13 were female and 13 were male, and the median age of diagnosis was 28 (6 to 134) months. A total of thirty-five different types of AGL gene variation were detected, with c.1735+1G>T (9/52, 17.3%) as the hotspot variation. The common clinical manifestations were elevated aminotransferases (26/26, 100%), hepatomegaly (25/26, 96.2%), fasting hypoglycemia (25/26, 96.2%), hyperketonemia (16/18, 88.9%), hypertriglyceridemia (TG) (20/26, 76.9%), elevated CK (16/25, 64.0%), and an abnormal electrocardiogram (12/16, 75.0%). Four cases (15.4%) had symptoms of myopathy at diagnosis. Liver biopsy was performed in eighteen cases, among whom 83.3% (15/18) had liver fibrosis≥S2. The number of cases with elevated levels of CK ( P=0.031) and ALT ( P=0.038)was pronounced in the non-missense variation group compared to that in the missense variation group. There were no statistically significant differences in age, height, liver size, degree of fibrosis, fasting blood glucose (Glu) and TG ( P>0.05). The median follow-up time of 14 cases was 40.5 (20-73) months, with improvement in body stature, reduced liver size, decreased ALT and TG, and improved Glu. However, four (28.6%) cases had new myopathy symptoms with raised CK ( P<0.05) and with advancing age, increased ALT diminished while CK level elevated ( P<0.05). Conclusions:The common clinical manifestations at the early stage of the GSD Ⅲdiagnosis are elevated aminotransferases, hepatomegaly, fasting hypoglycemia, hyperketonemia, high triglycerides, elevated CK, and fibrotic liver in China. Myopathy symptoms may arise following uncooked cornstarch treatment; however, there is significant improvement in height, liver-related, and metabolic parameters.

Result Analysis
Print
Save
E-mail