1.Radiomics models based on gadolinium-ethoxybenzyl-diethylenetriamine pentaacetic acid enhanced hepatobiliary phase MRI for assessing clinical pathological stage of hepatic fibrosis
Yufan REN ; Genwen HU ; Shuyuan ZHONG ; Jiaqi LYU ; Haojun LU ; Jinsen ZOU ; Xinming LI ; Xianyue QUAN
Chinese Journal of Interventional Imaging and Therapy 2024;21(2):94-99
Objective To observe the value of radiomics models based on gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)enhanced hepatobiliary phase(HBP)MRI for assessing clinical pathological stage of hepatic fibrosis(HF).Methods Data of 240 patients with pathologically/clinically diagnosed and clinical pathological staged HF who underwent Gd-EOB-DTPA enhanced MR examination were retrospectively analyzed.The liver-to-muscle signal intensity ratio(SIR1)and liver-to-spleen signal intensity ratio(SIR2)were measured based on HBP images.Radiomics features of HBP images were extracted and screened to construct radiomics models.The signal intensity ratio(SIR)-radiomics combined models were constructed based on SIR and radiomics signatures.Receiver operating characteristic(ROC)curves were drawn to evaluate the efficacy of each model for assessing clinical pathological stage of HF.Results The area under the curve(AUC)of SIR1 and SIR2 models for assessing clinical pathological stage of HF were 0.63-0.70 and 0.65-0.71,respectively.The most effective radiomics model for assessing HF,significant HF,advanced HF and early cirrhosis was support vector machine(SVM),SVM,light gradient boosting machine and K-nearest neighbor model,respectively,with the AUC in validation set of 0.87,0.82,0.81 and 0.80,respectively,while the AUC of SIR-radiomics combined models in validation set of 0.88,0.82,0.82 and 0.81,respectively.Conclusion The radiomics models based on Gd-EOB-DTPA enhanced HBP MRI were helpful for assessing clinical pathological stage of HF.Combining with HBP SIR could improve their efficacy.
2.Mechanism of Anti-inflammatory Effects of Bupi Yichang Pills on Inhibiting Glycolytic Metabolic Pathway in Mice with Experimental Colitis
Qiuping XIAO ; Jiaqi HUANG ; Qi WAN ; Min SHI ; Shanshan LI ; Duanyong LIU ; Liling CHEN ; Youbao ZHONG
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(1):1-9
Objective To investigate the anti-inflammatory effects of Bupi Yichang Pills on mice with experimental colitis and its potential mechanism of action.Methods Dextran sulfate sodium(DSS)was used to model the experimental colitis,and low-,medium-and high-doses of Bupi Yichang Pills(1.5,3.0,6.0 g·kg-1·d-1)and Mesalazine(300 mg·kg-1·d-1)were fed at the same time.Mice were observed for general behavior and weighed.Hematoxylin-eosin staining was used to observe the pathological injury of colonic tissues.qPCR and ELISA were used to detect the levels of inflammatory cytokines(TNF-α,IL-1β,IL-6,IL-10,IL-35 and TGF-β1),qPCR and Western Blot were used to detect the mRNA and protein levels of glucose transporters and glycolytic kinases.Results Low-,medium-and high-doses of Bupi Yichang Pills significantly down-regulated disease activity index in colitis mice(P<0.05,P<0.01).The body mass and colon length were significantly increased,while colon mass,colon mass index and unit colon mass index were significantly reduced(P<0.05,P<0.01),and ulcer formation and inflammatory cell infiltration in colonic tissue were significantly improved.In addition,medium-and high-doses of Bupi Yichang Pills significantly down-regulated the mRNA levels and concentrations of pro-inflammatory cytokines including TNF-α,IL-1β and IL-6(P<0.01),while significantly up-regulated the mRNA levels and concentrations of anti-inflammatory cytokines such as IL-10,IL-35 and TGF-β1(P<0.01).We further found that high-dose of Bupi Yichang Pills significantly down-regulated the mRNA and protein expressions of glucose transporters(Glut1,Glut2,Glut4)and glycolytic kinases(HK2,Aldolase A,PKM2)in colonic tissue(P<0.01).Conclusions Bupi Yichang Pills effectively alleviates DSS-induced experimental colitis,and its specific mechanism of action is related to the improvement of glycolytic metabolic pathways and the regulation of inflammatory cytokine expression.
3.Research progress in systemic complications induced by autonomic dysfunction after acute ischemic stroke
Jiaqi ZHONG ; Wenfei CAO ; Huizhong ZHOU ; Jiajun YANG
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(7):928-934
Cerebrovascular diseases pose a serious threat to human health.According to the latest epidemiological data,stroke is one of the leading causes of death and disability among adults worldwide.Acute ischemic stroke(AIS),which is caused by local circulatory disorders in the brain,accounts for over 80%of all strokes and is the most common type of stroke.Due to extensive damage to the cerebral cortex or direct involvement of the autonomic nerve centers and pathways caused by AIS,the balance between the sympathetic and parasympathetic nervous systems is disturbed(with a predominance of sympathetic activation).Therefore,the organs targeted by the downstream pathways of the sympathetic and parasympathetic nervous systems are affected by the neurotransmitters they secrete,resulting in a range of systemic complications(such as cardiac complications,stroke-related infections,gastrointestinal complications,acute kidney injury,metabolic changes,and sexual dysfunction).These systemic pathological changes,in turn,affect the progression of AIS,thereby exacerbating brain damage or directly leading to patient death.Treatments targeting imbalances in the autonomic nervous system may play a role in reducing complications and improving the prognosis of AIS.This article reviews the systemic effects of autonomic dysfunction following AIS and its mechanisms,providing insights for the treatment of AIS and intervention of systemic complications.
4.Effect of endocannabinoid system on senile osteoporosis
Yujiong CHEN ; Jiaqi ZHONG ; Zhaoxiang PENG
Chinese Journal of Orthopaedics 2023;43(3):197-204
Osteoporosis is a common disease of old age that affects millions of people worldwide. Besides, it has been a chronic disease difficult to treat in the elderly, so it is of great significance to develop new drugs for the treatment of senile osteoporosis. The endocannabinoid system contains cannabinoid ligands, endocannabinoid receptors, and enzymes required for the synthesis and degradation of endocannabinoids, which play an important role in bone metabolism. Preclinical studies using endocannabinoid system-based therapies in animal models and in vitro have shown that endocannabinoid systems can prevent senile osteoporosis and highlight their therapeutic potential for senile osteoporosis. In this paper, PubMed, ScienceDirect, CNKY, and Wanfang databases were searched for articles related to the endocannabinoid system and osteoporosis. This paper analyzed the pathogenesis of senile osteoporosis (such as calcium, active vitamin D3 deficiency or insufficiency, sex hormone deficiency, cell function decline and secondary to chronic diseases, etc.), and reviewed the various components of the endocannabinoid system and their application in osteoporosis by regulating bone homeostasis in recent years, providing a new direction for the clinical treatment of senile osteoporosis.
5.Impact of sarcopenia on mortality in patients undergoing maintenance hemodialysis
Yuzhuo LI ; Jiaqi LI ; Yun LIU ; Rongshao TAN ; Xiaoshi ZHONG ; Yan LIU
Chinese Journal of Nephrology 2023;39(5):337-344
Objective:To investigate the impact of sarcopenia on mortality in maintenance hemodialysis (MHD) patients.Methods:It was a retrospective cohort study. MHD patients admitted to the blood purification center of Guangzhou Red Cross Hospital in March 2021 were recruited. Demographic data and laboratory indicators, grip strength, and bioelectrical impedance analysis indexes were collected. The patients were divided into sarcopenia group and non-sarcopenia group based on whether they had sarcopenia or not. By following up for 18 months, the survival status of the patients was documented. Kaplan-Meier method, multivariate Cox regression model, and Fine-Gray competing risk model were used to assess the relationship between sarcopenia and all-cause mortality, cardio-cerebrovascular disease mortality, and infection-related disease mortality.Results:A total of 143 MHD patients were enrolled in this study, with age of 65 (58,74) years old and 89 males (62.24%). The prevalence of sarcopenia was 25.17% (36/143). The sarcopenia group had older age ( Z=3.486, P<0.001), higher single-pool Kt/V ( Z=3.634, P<0.001), interleukin-6 ( Z=3.434, P<0.001) and extracellular water/intracellular water ratio ( Z=2.477, P=0.013), and lower body mass index ( Z=-3.210, P=0.001), serum phosphorus ( t=2.475, P=0.015), serum creatinine ( t=3.319, P=0.001), serum albumin ( t=2.851, P=0.005), serum prealbumin ( t=3.384, P<0.001), extracellular water ( Z=-5.124, P<0.001), intracellular water ( Z=-5.417, P<0.001), grip strength ( Z=-3.796, P<0.001) and appendicular skeletal muscle mass index ( t=3.862, P<0.001) than those in the non-sarcopenia group. Kaplan-Meier survival curves showed that the overall survival rate in the sarcopenia group was lower than that in the non-sarcopenia group (Log-rank test χ2=15.99, P<0.001). Multivariable Cox regression analysis demonstrated that sarcopenia was independently correlated with all-cause mortality in MHD patients after adjusting for confounding factors ( HR=2.75, 95% CI 1.07-7.10, P=0.036). Fine-Gray competing risk model result showed that there was no statistically significant difference in cardio-cerebrovascular disease mortality between sarcopenia group and non-sarcopenia group ( SHR=4.99, 95% CI 0.94-26.85, P=0.069); the risk of infection-related disease mortality in sarcopenia group was 5.76 folds than that in non-sarcopenia group ( SHR=5.76, 95% CI 1.15-28.96, P=0.034). Conclusions:There is prevalent sarcopenia in MHD patients. Moreover, sarcopenia is an independent risk factor of all-cause mortality and infection-related disease mortality in MHD patients.
6.Analysis of quality difference of different specifications and different origins of Citri Grandis Exocarpium
Zelin GAO ; Xiaoying ZHANG ; Baoyu MAI ; Xiating LIN ; Jiaqi FANG ; Jiarui ZHONG ; Ruoting ZHAN ; Fengxia XIAO
China Pharmacy 2022;33(7):825-829
OBJECTIVE To study the quality difference of different specifications of Citri Grandis Exocarpium from different origins,and to provide reference for the orderly development of Citri Grandis Exocarpium industry. METHODS Different specifications [ Citrus grandis ‘Tomentos’young fruit ,Citrus grandis (L.)Osbeck young fruits ,exocarp] of 93 batches of Citri Grandis Exocarpium medicinal materials (decoction pieces )from different origins [ Citrus grandis ‘Tomentosa’or Citrus grandis (L.)Osbeck] were taken as samples. The contents of naringin and rhoifolin in samples were determined by HPLC. Through pheatmap parameters of R language ,heatmap was drawn for the contents of naringin and rhoifolin according to origins and specifications (young fruit and exocarp ). RESULTS Of 93 batches of samples ,the contents of naringin and rhoifolin were 16.52-214.64 and 1.03-10.96 mg/g,respectively. Among different specifications ,the contents of naringin and rhoifolin in the young fruit were the highest (their average contents were 108.96 and 6.30 mg/g respectively ). Heatmap analysis of R language content showed that the contents of naringin and rhoifolin in Citri Grandis Exocarpium from origin of C. grandis ‘Tomentosa’were generally higher than those from origin of C. grandis (L.)Osbeck. Of different specifications of Citri Grandis Exocarpium from origins,the contents of naringin and rhoifolin were higher in KTP young fruit relatively. CONCLUSIONS The quality of Citri Grandis Exocarpium from origin of C. grandis ‘Tomentosa’with the young fruit as specification is the best.
7.The incidence of malignant tumors and its risk factors in patients on maintenance hemodialysis
Jiaqi XU ; Yumin LI ; Bixian ZHONG ; Shaohua LIU ; Ying LEI ; Yunfang ZHANG ; Yanyan SU
Journal of Chinese Physician 2022;24(11):1661-1664
Objective:To analyze the incidence of malignant tumors and its risk factors in patients on maintenance hemodialysis.Methods:Clinical data of 627 hemodialysis patients in Huadu District People′s Hospital of Guangzhou who met the inclusion criteria and exclusion criteria from January 2015 to December 2020 were retrospectively collected. Clinical characteristic of patients with malignant tumors was summarized. Multivariate logistics regression analysis was performed to explore the related factors of malignant tumors.Results:Among the 627 patients, 19(3.03%) developed malignant tumors. There were 14 males and 5 females with a mean age of (65.7±13.7)years. Their mean dialysis duration was (45.16±38.18)months. Gastrointestinal tumor was the most common tumor type (9/19). Univariate analysis showed that the age of the patients combined with malignant tumors was significantly higher, and the serum prealbumin was significantly lower than those patients without malignant tumors (all P<0.05). Logistic regression analysis showed that age was the independent risk factor of developing cancers after adjusting dialysis age, hemoglobin, albumin and parathyroid hormone ( P<0.05). Conclusions:The incidence of malignant tumor is significantly higher in maintenance hemodialysis patients than that in the general population. Age is the risk independent risk factor. Therefore, we should strengthen the monitoring of elderly hemodialysis patients, discover the disease in time, and take measures to improve the prognosis.
8.A study on the change of resting state functional connection of default mode network in clinically remitted patients with major depression disorder
Yang HAN ; Hui MA ; Zhenzhen WANG ; Jiaqi ZHONG ; Hui WANG ; Ning ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2020;29(5):394-399
Objective:To explore the functional connection (FC) changes of default mode network (DMN) with the patients who have clinically remitted from major depressed disorder (MDD) and the brain imaging basis of the rehabilitation mechanism of major depression.Methods:Seventeen right-handed outpatients in the medical and psychological ward of Nanjing Brain Hospital who met the inclusion criteria were recruited by psychiatrists.MDD subjects after enrollment were scanned by resting-state functional magnetic resonance (fMRI) in baseline period(rMDD) and a 6-month follow-up period (sMDD). Tweenty-two healthy controls (control group, HCs group) matched with the MDD group in gender, age, and educational level were recruited and given the same resting fMRI scan.The independent component analysis (ICA) was used to extract DMN brain regions of rMDD, sMDD and HCs in resting state separately and to compare the changes of DMN functional connectivity in full remitted MDD patients.Results:The DMN data showed that the functional connectivity of right orbital middle frontal gyrus(MNI: x, y, z=3, 54, -9), right posterior cingulate(MNI: x, y, z=6, -51, 30), and precuneus(MNI: x, y, z=9, -54, 27) in the rMDD was significantly higher than the HCs group, and no functional connectivity in the rMDD was found to be lower than that in HCs group.Furthermore, no significant difference been found between the sMDD and HCs group.Compared with the rMDD, the functional connectivity of orbital middle frontal gyrus(MNI: x, y, z=3, 54, -9) and left medial prefrontal cortex (mPFC) (MNI: x, y, z=-3, 66, 12)in the sMDD was significantly lower than that in the rMDD, and the functional connectivity of left angular gyrus in the sMDD(MNI: x, y, z=-57, -57, 33) was significantly higher than that in the rMDD.Conclusion:The DMN network has not fully returned to its normal level though the posttreatment Hamilton Depression Scale-17 score was lower than 7 points, and the injury of FC is still recovering in the following 6 months, suggesting that the recovery of the DMN network function was delayed in the full remission of clinical symptoms, and is related to the recure of MDD.
9. The functional connection of central executive network in patients with depression after clinical cure
Jiaqi ZHONG ; Zhenzhen WANG ; Yang HAN ; Changjun TENG ; Hui WANG ; Ning ZHANG ; Hui MA
Chinese Journal of Behavioral Medicine and Brain Science 2019;28(12):1085-1090
Objective:
To study the changes in the functional connections of the central executive network in patients with depression after clinical cure.
Methods:
Seventeen depression patients who met the clinical cure standard (patient group) and twenty-two healthy controls (control group) were selected.The baseline rs-fMRI data were collected from the healthy control group and the patient group respectively, and the rs-fMRI data in the patient group were collected again after 6 months.Compared the changes of central executive network function connection between the two groups.
Results:
At baseline, there was a high functional connection in the left inferior parietal lobule(MNI: x, y, z=-39, -69, 33)and right insula(MNI: x, y, z=15, -45, 30) in the patient group compared with the control group.Compared with the baseline, there were high functional connections in part of the left inferior parietal lobe (MNI: x, y, z=-60, -48, 21) and the right dorsolateral prefrontal lobe (MNI: x, y, z=24, 18, 60), and low functional connections in part of the left inferior parietal lobe (MNI: x, y, z=-51, -69, 18) in patient group 6 months after clinical cure.Compared with the control group, there was a high functional connection in the right dorsolateral prefrontal lobe (MNI: x, y, z=45, 51, -6) and the right inferior parietal lobe (MNI: x, y, z=42, -48, 27) in patient group 6 months after clinical cure.
Conclusion
The functional connection of central executive network of depression patients has not been restored, and the related abnormality is not stable in six months after reaching the clinical cure standard.
10.Effect of pulsed radiofrequency on phenotypic transformation of lumbar sympathetic ganglion in rats with diabetic neuropathic pain
Xueqin ZHENG ; Jiaqi TAN ; Wanyou HE ; Jian HE ; Jiying ZHONG ; Hanbing WANG
Chinese Journal of Anesthesiology 2019;39(2):209-212
Objective To evaluate the effect of pulsed radiofrequency (PRF) on the phenotypic transformation of the lumbar sympathetic ganglion (LSG) in the rats with diabetic neuropathic pain (PDN).Methods Twenty-four clean-grade healthy adult male Sprague-Dawley rats,aged 2 months,weighing 180-220 g,were divided into 4 groups (n =6 each) according to the method of random number table:control group (group C),group PDN,group PRF,and PRF control group (group PC).The PDN model was established by intraperitoneal injection of streptozotocin 60 mg/kg in anesthetized rats.Citrate-sodium citrate buffer 6 ml/kg was intraperitoneally injected in group C.Group PC only received radiofrequency needle puncture.PRF was performed on the right L3 LSG in group PRF.The mechanical paw withdrawal threshold (MWT) to yon Frey filament stimulation was measured before intraperitoneal injection (baseline,T0),before PRF and at 1,3,5,7 and 14 days after PRF.The rats were then sacrificed,and ipsilateral L3 LSGs were removed for determination of the expression of tyrosine hydroxylase (TH) and vesicle glutamate transporter2 (VGLUT2) in LSGs (by double immunofluorescent staining) and for examination of pathological changes (with a light microscope).The number of neurons expressing VGLUT2 was counted.Results Compared with group C,the MWT was significantly decreased at T1-6,and the number of neurons expressing VGLUT2 was increased at T6 in PDN,PC and PRF groups (P<0.05).Compared with PDN and PC groups,the MWT was significantly increased at T2-6,and the number of neurons expressing VGLUT2 was decreased at T6 in group PRF (P<0.05).TH expression in LSGs was found,and no VGLUT2 expression in LSGs was observed in group C,the expression of TH and VGLUT2 in LSGs was found in the other three groups,especially in PDN and PC groups,and most of the neurons expressing VGLUT2 expressed TH simultaneously.Conclusion The mechanism by which PRF mitigates PDN is related to inhibiting the phenotypic transformation of LSGs in the rats.

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