1.Evaluation of the comprehensive intervention effect on lunch for primary and secondary school students in Minhang District of Shanghai
HU Yuhuan, ZANG Jiajie, XU Huilin, GUO Qi, HAN Yan, TANG Hongmei, YING Fangjia, LIANG Hao
Chinese Journal of School Health 2025;46(2):191-195
Objective:
To evaluate the comprehensive intervention effect of lunch for primary and secondary school students in Minhang District, so as to provide a theoretical and practical basis for lunch intervention in school.
Methods:
From October to December 2023, a convenience sampling method was used to select 1 937 students from one primary and secondary school in Minhang District.A comprehensive intervention measure focusing on "reducing oil and salt" for lunch recipe optimization and nutrition education was carried out, and a questionnaire survey was conducted to evaluate the intervention effect three months later. Chi square test and Wilcoxon rank test were used to compare the data before and after the intervention.
Results:
After intervention, the use of cooking oil and salt, the supply of protein and fat in primary and secondary school lunches were reduced, and had no obvious impact on energy and other major nutrients. After intervention, compared to before intervention, the proportion of primary school students who felt that lunch was greasy decreased (8.9%, 6.2%, χ 2=4.35), and the proportion of primary and secondary school students who felt that lunch were delicious decreased significantly (33.2%, 23.2%; 63.9%, 53.5%, χ 2=26.39, 17.52) ( P < 0.05 ). Secondary school students also felt reduced variety of food ingredients (46.9%, 38.3%, χ 2=16.05, P <0.05). In addition, after intervention, the total surplus rate of primary school students meals decreased (7.4%, 4.4%, χ 2=5.73), mainly reflected in the decrease of the surplus rate of staple foods (7.1%, 2.4%, χ 2=17.39), while the surplus rate of vegetable dishes increased ( 16.0 %, 21.2%, χ 2=6.01) ( P <0.05). Although there was no significant change in the total surplus rate of meals for secondary school students, the surplus rate of staple foods decreased (12.9%, 5.4%, χ 2=33.52), while the surplus rates of meat and vegetable dishes increased (11.2%, 26.9%; 17.5%, 33.2%, χ 2=74.26, 61.88) ( P <0.05). After intervention, there was no statistically significant difference in the overweight and obesity rates of primary school students ( χ 2=0.11,0.43) and secondary school students ( χ 2=0.01,0.00) compared to before intervention( P >0.05). After intervention, the lung capacity of primary school students [1 564 (1 269,1 890) mL] and sitting forward flexion [11.3 (7.6, 15.2) cm] increased compared to before intervention [1 522 (1 259, 1 819 ) mL, 10.5 (6.3, 13.5) cm] ( Z =2.20, 4.68, P <0.01), but there was no statistically significant difference in lung capacity and sitting forward flexion of secondary school students before and after intervention ( Z =-0.46, -0.08, P >0.05).
Conclusion
The comprehensive intervention of school lunch has promoted a significant decrease in the use of oil and salt in lunch and improved the quality of recipes, and has a positive impact on the situation of leftover lunch and the health of students to a certain extent.
2.Role of IP3R1-regulated changes in mitochondria-associated endoplasmic reticulum membrane structure in long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice
Chunxiao LIU ; Jiajie ZHANG ; Yanan LI ; Lei SHI ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(1):59-64
Objective:To evaluate the role of inositol 1, 4, 5 triphosphate receptor 1 (IP3R1)-regulated changes in mitochondria-associated endoplasmic reticulum membrane (MAM) structure in the long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice.Methods:Sixty SPF-grade healthy neonatal C57BL/6J mice of either sex, aged 6 days, weighing 6-10 g, were divided into 3 groups ( n=20 each) using a random number table method: control group (group C), multiple sevoflurane anesthesia group (group S), and IP3R antagonist 2-APB+ multiple sevoflurane anesthesia group (group I+ S). Group S and group I+ S inhaled 3% sevoflurane anesthesia for 2 h starting from 6, 8 and 10 days after birth. In group I+ S, 2-APB 3 mg/kg was intraperitoneally injected before each sevoflurane anesthesia. The open field test was performed at day 31 after birth to assess the spontaneous mobility. The Morris water maze test was performed at days 31-36 after birth to assess the cognitive function. Mice were sacrificed at the end of the water maze test, hippocampal CA1 region was isolated and hippocampal tissues were obtained for determination of the intracellular calcium ion concentration ([Ca 2+ ] i) and rate of necroptosis (using Flow cytometry) and expression of IP3R1, G protein-coupled receptor 75 (GRP75), receptor-interacting protein kinase 1 (RIPK1), RIPK3, and phosphorylated human mixed-series protein kinase-like structural domains (p-MLKL) (by Western blot). Transmission electron microscopy was performed to observe and record the partial length of MAMs, endoplasmic reticulum circumference and mitochondrial circumference. Results:There were no statistically significant differences in the speed, distance, and time of staying at the center in open field tests among the three groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged on postnatal days 33-35, the number of crossing the original platform was reduced, the necroptosis rate in the hippocampal CA1 region and [Ca 2+ ] i were increased, the expression of IP3R, GRP75, RIPK1, RIPK3 and p-MLKL was up-regulated, and the ratio of MAMs partial length/endoplasmic reticulum perimeter and ratio of MAMs partial length/mitochondria perimeter in hippocampal neurons were elevated in group S ( P<0.05). Compared with group S, the escape latency was significantly shortened on postnatal days 32-35, the number of crossing the original platform was increased, the necroptosis rate in the hippocampal CA1 region and [Ca 2+ ] i were decreased, the expression of IP3R, GRP75, RIPK1, RIPK3 and p-MLKL was down-regulated, and the ratio of MAMs partial length/endoplasmic reticulum perimeter and ratio of MAMs partial length/mitochondria perimeter in hippocampal neurons were decreased in group I+ S ( P<0.05). Conclusions:Structural changes in MAMs in the hippocampal CA1 region mediated by the up-regulation of IP3R1 expression are involved in the process of long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice.
3.Relationship between sevoflurane preconditioning-induced reduction of cognitive impairment and hippocampal necroptosis after cardiopulmonary bypass in rats
Jiajie ZHANG ; Liang CHEN ; Yanan LI ; Lei SHI ; Xiang LIU ; Yingchao JU ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(5):564-568
Objective:To evaluate the relationship between sevoflurane preconditioning-induced reduction of cognitive impairment and hippocampal necroptosis after cardiopulmonary bypass (CPB) in rats.Methods:Sixty SPF healthy male Sprague-Dawley rats, aged 6 months, weighing 400-450 g, were divided into 4 groups ( n=15 each) using the random number table method: control group (group C), sevoflurane group (Sev group), CPB group and CPB+ sevoflurane preconditioning group (CPB+ Sev group). The rats were exposed to 0.4% sevoflurane for 2 h in CPB+ Sev group and Sev group. The CPB model was established at 30 min after the end of sevoflurane preconditioning in CPB+ Sev group. The open field test was performed to assess the autonomic movement ability on the 2nd day after CPB. The Morris water maze test was used to assess the cognitive function on the 3rd day after CPB. The hippocampal tissues were removed after the end of the Morris water maze test for determination of the necroptosis rate and cytosolic calcium concentration of hippocampal neuron ([Ca 2+ ] i) (by flow cytometry) and the expression of phosphorylated receptor-interacting protein kinase 1 (p-RIPK1), phosphorylated RIPK3 and phosphorylated mixed-lineage kinase-like domain (p-MLKL) (by Western blot) and for microscopic examination of the ultrastructure of hippocampal neurons (by transmission electron microscopy). Results:There was no statistically significant difference in the parameters of the open field test among the four groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged, the number of crossing the original platform was decreased, the time of staying at the original platform quadrant was shortened, the hippocampal necroptosis rate and [Ca 2+ ] i were increased, the expression of p-RIPK1, p-RIPK3 and p-MLKL was up-regulated ( P<0.05), the organelles of hippocampal neurons swelled, lysosomes broke, and some chromatin in nuclei dissoluted in CPB group. Compared with CPB group, the escape latency was significantly shortened, the number of crossing the original platform was increased, the time of staying at the original platform quadrant was prolonged, the hippocampal necroptosis rate and [Ca 2+ ] i were decreased, the expression of p-RIPK1, p-RIPK3 and p-MLKL was down-regulated ( P<0.05), and the damage to the ultrastructure of hippocampal neurons was sinificantly reduced in CPB+ Sev group ( P<0.05). Conclusions:The mechanism by which sevoflurane preconditioning attenuates cognitive impairment may be related to the inhibition of calcium overload-mediated hippocampal necroptosis in a rat model of CPB.
4.Role of RhoA/ROCK2 signaling pathway in electroacupuncture preconditioning-induced reduction of perioperative neurocognitive disorders in aged rats
Chunxiao LIU ; Zhaojian LIU ; Jiajie ZHANG ; Yanan LI ; Lei SHI ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(9):1142-1147
Objective:To evaluate the role of RhoA/ROCK2 pathway in electroacupuncture (EA) preconditioning-induced reduction of the perioperative neurocognitive disorder (PND) in aged rats.Methods:Eighty SPF healthy male Sprague-Dawley rats, aged 20 months, weighing 600-650 g, were divided into 4 groups ( n=20 each) using the random number table method: sham operation group (group S), PND group, EA preconditioning group and EA preconditioning plus RhoA agonist arachidonic acid group (EA+ AA group). The PND model was prepared using exploratory laparotomy performed under 3% sevoflurane anesthesia. In PND, EA and EA+ AA groups, EA preconditioning was initiated 5 days before operation as follows: Bilateral acupoints Zusanli, Hegu and Neiguan were stimulated with sparse-dense waves at 2/15 Hz and an electric current intensity of 1 mA, applied for 30 min a day for 5 consecutive days. Arachidonic acidin 10 mg/kg was intraperitoneally injected at 30 min before surgery in group AA. The open field test was conducted at 3 days postoperatively to measure the autonomous motor function, and the Morris water maze test was conducted at 3-7 days postoperatively to evaluate the cognitive function. After the end of Morris water maze test, the rats were sacrificed, and the hippocampal tissue in CA1 region was obtained for determination of the apoptosis rate of cells and concentrations of cytoplasmic calcium ion ([Ca 2+ ] i) (by flow cytometry) and the expression of phosphorylated RhoA (p-RhoA), ROCK2, and cleaved caspase-3 (by Western blot) and for examination of the ultrastructure of hippocampal neurons (with a transmission electron microscope). Results:There was no statistically significant difference in each parameter of the open field test among the four groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was marked in PND group. Compared with PND group, the escape latency was significantly shortened, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was significantly attenuated in EA group. Compared with EA group, the escape latency was significantly prolonged, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was aggravated in EA+ AA group. Conclusions:The mechanism by which EA preconditioning reduces PND is related to inhibiting the activation of hippocampal RhoA/ROCK2 signaling pathway and reducing calcium overload-mediated apoptosis in cells of aged rats.
5.Role of IP3R1-regulated changes in mitochondria-associated endoplasmic reticulum membrane structure in long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice
Chunxiao LIU ; Jiajie ZHANG ; Yanan LI ; Lei SHI ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(1):59-64
Objective:To evaluate the role of inositol 1, 4, 5 triphosphate receptor 1 (IP3R1)-regulated changes in mitochondria-associated endoplasmic reticulum membrane (MAM) structure in the long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice.Methods:Sixty SPF-grade healthy neonatal C57BL/6J mice of either sex, aged 6 days, weighing 6-10 g, were divided into 3 groups ( n=20 each) using a random number table method: control group (group C), multiple sevoflurane anesthesia group (group S), and IP3R antagonist 2-APB+ multiple sevoflurane anesthesia group (group I+ S). Group S and group I+ S inhaled 3% sevoflurane anesthesia for 2 h starting from 6, 8 and 10 days after birth. In group I+ S, 2-APB 3 mg/kg was intraperitoneally injected before each sevoflurane anesthesia. The open field test was performed at day 31 after birth to assess the spontaneous mobility. The Morris water maze test was performed at days 31-36 after birth to assess the cognitive function. Mice were sacrificed at the end of the water maze test, hippocampal CA1 region was isolated and hippocampal tissues were obtained for determination of the intracellular calcium ion concentration ([Ca 2+ ] i) and rate of necroptosis (using Flow cytometry) and expression of IP3R1, G protein-coupled receptor 75 (GRP75), receptor-interacting protein kinase 1 (RIPK1), RIPK3, and phosphorylated human mixed-series protein kinase-like structural domains (p-MLKL) (by Western blot). Transmission electron microscopy was performed to observe and record the partial length of MAMs, endoplasmic reticulum circumference and mitochondrial circumference. Results:There were no statistically significant differences in the speed, distance, and time of staying at the center in open field tests among the three groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged on postnatal days 33-35, the number of crossing the original platform was reduced, the necroptosis rate in the hippocampal CA1 region and [Ca 2+ ] i were increased, the expression of IP3R, GRP75, RIPK1, RIPK3 and p-MLKL was up-regulated, and the ratio of MAMs partial length/endoplasmic reticulum perimeter and ratio of MAMs partial length/mitochondria perimeter in hippocampal neurons were elevated in group S ( P<0.05). Compared with group S, the escape latency was significantly shortened on postnatal days 32-35, the number of crossing the original platform was increased, the necroptosis rate in the hippocampal CA1 region and [Ca 2+ ] i were decreased, the expression of IP3R, GRP75, RIPK1, RIPK3 and p-MLKL was down-regulated, and the ratio of MAMs partial length/endoplasmic reticulum perimeter and ratio of MAMs partial length/mitochondria perimeter in hippocampal neurons were decreased in group I+ S ( P<0.05). Conclusions:Structural changes in MAMs in the hippocampal CA1 region mediated by the up-regulation of IP3R1 expression are involved in the process of long-term cognitive impairment induced by multiple exposures to sevoflurane anesthesia in neonatal mice.
6.Relationship between sevoflurane preconditioning-induced reduction of cognitive impairment and hippocampal necroptosis after cardiopulmonary bypass in rats
Jiajie ZHANG ; Liang CHEN ; Yanan LI ; Lei SHI ; Xiang LIU ; Yingchao JU ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(5):564-568
Objective:To evaluate the relationship between sevoflurane preconditioning-induced reduction of cognitive impairment and hippocampal necroptosis after cardiopulmonary bypass (CPB) in rats.Methods:Sixty SPF healthy male Sprague-Dawley rats, aged 6 months, weighing 400-450 g, were divided into 4 groups ( n=15 each) using the random number table method: control group (group C), sevoflurane group (Sev group), CPB group and CPB+ sevoflurane preconditioning group (CPB+ Sev group). The rats were exposed to 0.4% sevoflurane for 2 h in CPB+ Sev group and Sev group. The CPB model was established at 30 min after the end of sevoflurane preconditioning in CPB+ Sev group. The open field test was performed to assess the autonomic movement ability on the 2nd day after CPB. The Morris water maze test was used to assess the cognitive function on the 3rd day after CPB. The hippocampal tissues were removed after the end of the Morris water maze test for determination of the necroptosis rate and cytosolic calcium concentration of hippocampal neuron ([Ca 2+ ] i) (by flow cytometry) and the expression of phosphorylated receptor-interacting protein kinase 1 (p-RIPK1), phosphorylated RIPK3 and phosphorylated mixed-lineage kinase-like domain (p-MLKL) (by Western blot) and for microscopic examination of the ultrastructure of hippocampal neurons (by transmission electron microscopy). Results:There was no statistically significant difference in the parameters of the open field test among the four groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged, the number of crossing the original platform was decreased, the time of staying at the original platform quadrant was shortened, the hippocampal necroptosis rate and [Ca 2+ ] i were increased, the expression of p-RIPK1, p-RIPK3 and p-MLKL was up-regulated ( P<0.05), the organelles of hippocampal neurons swelled, lysosomes broke, and some chromatin in nuclei dissoluted in CPB group. Compared with CPB group, the escape latency was significantly shortened, the number of crossing the original platform was increased, the time of staying at the original platform quadrant was prolonged, the hippocampal necroptosis rate and [Ca 2+ ] i were decreased, the expression of p-RIPK1, p-RIPK3 and p-MLKL was down-regulated ( P<0.05), and the damage to the ultrastructure of hippocampal neurons was sinificantly reduced in CPB+ Sev group ( P<0.05). Conclusions:The mechanism by which sevoflurane preconditioning attenuates cognitive impairment may be related to the inhibition of calcium overload-mediated hippocampal necroptosis in a rat model of CPB.
7.Role of RhoA/ROCK2 signaling pathway in electroacupuncture preconditioning-induced reduction of perioperative neurocognitive disorders in aged rats
Chunxiao LIU ; Zhaojian LIU ; Jiajie ZHANG ; Yanan LI ; Lei SHI ; Qi ZHANG
Chinese Journal of Anesthesiology 2025;45(9):1142-1147
Objective:To evaluate the role of RhoA/ROCK2 pathway in electroacupuncture (EA) preconditioning-induced reduction of the perioperative neurocognitive disorder (PND) in aged rats.Methods:Eighty SPF healthy male Sprague-Dawley rats, aged 20 months, weighing 600-650 g, were divided into 4 groups ( n=20 each) using the random number table method: sham operation group (group S), PND group, EA preconditioning group and EA preconditioning plus RhoA agonist arachidonic acid group (EA+ AA group). The PND model was prepared using exploratory laparotomy performed under 3% sevoflurane anesthesia. In PND, EA and EA+ AA groups, EA preconditioning was initiated 5 days before operation as follows: Bilateral acupoints Zusanli, Hegu and Neiguan were stimulated with sparse-dense waves at 2/15 Hz and an electric current intensity of 1 mA, applied for 30 min a day for 5 consecutive days. Arachidonic acidin 10 mg/kg was intraperitoneally injected at 30 min before surgery in group AA. The open field test was conducted at 3 days postoperatively to measure the autonomous motor function, and the Morris water maze test was conducted at 3-7 days postoperatively to evaluate the cognitive function. After the end of Morris water maze test, the rats were sacrificed, and the hippocampal tissue in CA1 region was obtained for determination of the apoptosis rate of cells and concentrations of cytoplasmic calcium ion ([Ca 2+ ] i) (by flow cytometry) and the expression of phosphorylated RhoA (p-RhoA), ROCK2, and cleaved caspase-3 (by Western blot) and for examination of the ultrastructure of hippocampal neurons (with a transmission electron microscope). Results:There was no statistically significant difference in each parameter of the open field test among the four groups ( P>0.05). Compared with group C, the escape latency was significantly prolonged, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was marked in PND group. Compared with PND group, the escape latency was significantly shortened, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was significantly attenuated in EA group. Compared with EA group, the escape latency was significantly prolonged, the number of crossing the original platform was reduced, the apoptosis rate of hippocampal cells and [Ca 2+ ] i were increased, the expression of p-RhoA, ROCK2 and cleaved-caspase-3 was up-regulated ( P<0.05), and the pathological damage to hippocampal neurons was aggravated in EA+ AA group. Conclusions:The mechanism by which EA preconditioning reduces PND is related to inhibiting the activation of hippocampal RhoA/ROCK2 signaling pathway and reducing calcium overload-mediated apoptosis in cells of aged rats.
8.Mechanism of Ginkgo biloba extract in alleviating myocardial injury after myocardial infarction:a bioinformatics and neutrophil extracellular trap study
Dongsheng WEI ; Yuting LIU ; Han LI ; Jiajie QI ; Xiaosheng LIU ; Zhe ZHANG
Journal of China Medical University 2024;53(10):870-876
Objective To investigate the mechanism by which Ginkgo biloba extract reduces myocardial injury in rats with myocardial infarction(MI).Methods Bioinformatics was used to identify key targets of Ginkgo biloba extract in the treatment of MI in rats.An MI rat model was established via coronary artery ligation.Rats were randomly assigned to the model group,Betaloc ZOK group(2.5 mg/kg),and low-,medium-,and high-dose Ginkgo biloba extract groups(50,100,and 200 mg/kg,respectively).A sham-operation group was included for comparison.Following six weeks of gavage administration,myocardial tissues were examined using hematoxylin-eosin and Sirius red staining to assess pathological changes.Wheat germ agglutinin staining was used to observe cardiomyocyte hypertrophy.Western blotting was performed to evaluate changes in the expression of MCODE core targets,including HIF1α,MAPK14,MMP9,and CXCR4.Results Compared to the sham-operation group,the model group exhibited irregular arrangement of cardiomyocytes,significant inflam-matory infiltration,and a marked increase in type Ⅰ and Ⅲ collagen fibers in the myocardial tissue(P<0.05).Additionally,significant upregulation in the expression of MCODE core target proteins(P<0.05)was observed.In contrast,compared to the model group,low-,medium-,and high-dose Ginkgo biloba extract groups displayed more orderly arrangement of cardiomyocytes,reduced inflammatory infil-tration,significantly decreased levels of type Ⅰ and Ⅲ collagen fibers(P<0.05),notable downregulation in the expression of p-MAPK14,MMP9,and CXCR4 proteins(P<0.05),and significantly increased expression of HIF1α protein(P<0.05).Conclusion Ginkgo biloba extract may exert protective effects on myocardial cells following MI by inhibiting the formation of neutrophil extracellular traps.
9.Research on the differential diagnosis of phlegm and blood stasis pattern and qi deficiency and blood stasis pattern in stable angina pectoris based on coronary artery CT angiography radiomics
Dongsheng WEI ; Jiajie QI ; Xiaosheng LIU ; Luzhen LI ; Han LI ; Yuting LIU ; Chengkang DENG ; Xu DAI ; Baoying ZHAO ; Zhe ZHANG
Journal of Beijing University of Traditional Chinese Medicine 2024;47(4):545-554
Objective To establish a differential model of phlegm and blood stasis pattern and qi deficiency and blood stasis pattern in stable angina pectoris using radiomics.Methods A total of 91 patients with stable angina pectoris who underwent coronary artery CT angiography in Affiliated Hospital of Liaoning University of Traditional Chinese Medicine from January 2021 to January 2022 were collected,including 47 cases of phlegm and blood stasis pattern and 44 cases of qi deficiency and blood stasis pattern.The patients were divided into train set(64 cases)and test set(27 cases)according to the ratio of 7∶3 by stratified random sampling method.3D-slicer software was used to extract the radiomics features of pericoronary adipose tissue(PCAT)images.Principal component analysis was used to visualize the distribution of radiomics features of pattern of phlegm and blood stasis and pattern of qi deficiency and blood stasis.The least absolute shrinkage and selection operator regression analysis and support vector machine decreasing feature elimination were used for feature selection.The multinomial logistics regression was used for model construction.The receiver operating characteristic(ROC)curve was used to verify the model in the train set and the test set to evaluate the effectiveness of the radiomics features in differentiating phlegm and blood stasis pattern and qi deficiency and blood stasis pattern.Finally,Spearman coefficient was used to analyze the correlation between the differential features and clinical physicochemical data.Results A total of 837 radiomics features were extracted from PCAT images by 3D-slicer software.In the principal component analysis,PC1 and PC2 explained 77.9%and 8.1%of the total variance,respectively,and there was a relatively obvious separation trend between the two pattern groups.After feature screening,7 radiomics features were used to construct the differential model of phlegm and blood stasis pattern and qi deficiency and blood stasis pattern.The area under the ROC curve(AUC)of the differential model was 0.844 in the train set and 0.834 in the test set.Spearman correlation analysis showed that the differential features were significantly correlated with cTnI,neutrophil,triglyceride,total cholesterol,and leukocyte.Conclusion The CT radiomics model based on PCAT has a high discrimination efficiency for stable angina pectoris with phlegm and blood stasis pattern and qi deficiency and blood stasis pattern.
10.GRK2 inhibits Flt-1+ macrophage infiltration and its proangiogenic properties in rheumatoid arthritis.
Xuezhi YANG ; Yingjie ZHAO ; Qi WEI ; Xuemin ZHU ; Luping WANG ; Wankang ZHANG ; Xiaoyi LIU ; Jiajie KUAI ; Fengling WANG ; Wei WEI
Acta Pharmaceutica Sinica B 2024;14(1):241-255
Rheumatoid arthritis (RA) is an autoimmune disease with a complex etiology. Monocyte-derived macrophages (MDMs) infiltration are associated with RA severity. We have reported the deletion of G-protein-coupled receptor kinase 2 (GRK2) reprograms macrophages toward an anti-inflammatory phenotype by recovering G-protein-coupled receptor signaling. However, as more GRK2-interacting proteins were discovered, the GRK2 interactome mechanisms in RA have been understudied. Thus, in the collagen-induced arthritis mouse model, we performed genetic GRK2 deletion using GRK2f/fLyz2-Cre+/- mice. Synovial inflammation and M1 polarization were improved in GRK2f/fLyz2-Cre+/- mice. Supporting experiments with RNA-seq and dual-luciferase reporter assays identified peroxisome proliferator-activated receptor γ (PPARγ) as a new GRK2-interacting protein. We further confirmed that fms-related tyrosine kinase 1 (Flt-1), which promoted macrophage migration to induce angiogenesis, was inhibited by GRK2-PPARγ signaling. Mechanistically, excess GRK2 membrane recruitment in CIA MDMs reduced the activation of PPARγ ligand-binding domain and enhanced Flt-1 transcription. Furthermore, the treatment of mice with GRK2 activity inhibitor resulted in significantly diminished CIA pathology, Flt-1+ macrophages induced-synovial inflammation, and angiogenesis. Altogether, we anticipate to facilitate the elucidation of previously unappreciated details of GRK2-specific intracellular signaling. Targeting GRK2 activity is a viable strategy to inhibit MDMs infiltration, affording a distinct way to control joint inflammation and angiogenesis of RA.


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