1.Application of 3D printed model combined with case-based learning in prenatal ultrasound teaching of complex heart malformations in standardized residency training
Jia HUANG ; Hongning SONG ; Wei HU ; Qian CHEN ; Jiaqi HU ; Hua SHI ; Qing ZHOU
Chinese Journal of Medical Education Research 2024;23(8):1129-1133
Objective:To investigate the application effect of 3D printed fetal heart model based on ultrasound data combined with case-based learning (CBL) in prenatal ultrasound teaching of complex heart malformations in standardized residency training of ultrasound medicine.Methods:A total of 60 students majoring in ultrasound imaging who received standardized residency training in Ultrasonography Center of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, from September 2020 to August 2022 were enrolled as subjects and divided into experimental group and control group, with 30 students in each group. The students in the experimental group received teaching with 3D printed fetal heart model and CBL teaching, and those in the control group received teaching with hand-painted heart diagram and CBL teaching. The two groups were compared in terms of the score of theoretical examination, the degree of satisfaction with teaching, and the self-rated score of the understanding of each disease before and after teaching, and the correlation of the increase in score with case complexity was also analyzed. MedCalc software was used to perform the t-test and the linear regression analysis. Results:The experimental group had a significantly higher score of theoretical examination than the control group [(85.70±8.70) vs. (71.40±9.50)]. The questionnaire survey showed that the experimental group had better feedbacks than the control group in the aspects such as the degree of satisfaction with teaching ( P<0.05). After the implementation of this teaching model, compared with the control group, the experimental group had significantly higher self-rated scores of the understanding of case 2, case 3, case 4, and case 5 ( P<0.05). The increase in score after teaching was positively correlated with the complexity score of abnormal cases ( R2=0.90, P=0.010; R2=0.94, P=0.010), and the experimental group tended to have a greater regression coefficient. Conclusions:The reasonable application of 3D printed fetal heart model combined with CBL teaching in fetal heart teaching in standardized residency training of ultrasound medicine can help the students to understand and enhance the knowledge of cardiac anatomy, improve the learning experience of fetal echocardiography, and deepen the understanding and awareness of complex congenital heart disease.
2.Effect and mechanism of IL-17 on heart failure in hypertensive rats
Yonggang DING ; Hongwu MA ; Jiaqi WEI ; Tiannan JIN ; Yihui LI ; Yingzi WANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(11):1343-1348
Objective To investigate the effect and mechanism of IL-17 on heart failure(HF)in hy-pertensive rats based on NF-κB/sarco-endoplasmic reticulum calcium ATPase 2(SERCA2)signa-ling pathway.Methods Thirty SPF male spontaneously hypertensive rats(SHR)aged 6-8 weeks were divided into control group,model group,phosphate buffer salt(PBS)solution injec-tion group(PBS group),IL-17 protein injection group(IL-17 group)and IL-17 and antibody injec-tion group(IL-17+IgG group),with 6 animals in each group.Hypertensive HF model was estab-lished,and corresponding agents were applied to the PBS group,IL-17 group and IL-17+IgG group intraperitoneally,respectively.The role of IL-17,NF-κB and SERCA2 in hypertensive HF was studied with HE staining,immunohistochemical assay,Western blotting,RT-qPCR and ELISA.Results Significantly higher serum levels of NT-proBNP and IL-17,enhanced myocardial expression of IL-17 mRNA and NF-κB protein,lower serum VEGF level,and down-regulated pro-tein level of SERCA2 in heart tissue were observed in the model group and the PBS group when compared with the control group(P<0.01).The IL-17 group had obviously higher serum NT-proBNP and IL-17 levels and myocardial expression of IL-17 mRNA and NF-κB protein,and reduced serum VEGF level and SERCA2 protein level in heart tissue than the model group(P<0.01).IL-17+IgG treatment resulted in notably lower serum IL-17 level and myocardial NF-κB protein level when compared with those of model group(8.98±1.20 vs 11.19±1.22,0.88±0.03 vs 0.93±0.03,P<0.01),and also resulted in remarkably reduced serum levels of NT-proBNP and IL-17 and myocardial expression of IL-17 mRNA and NF-κB protein but increased serum VEGF level and SERCA2 protein level in heart tissue when compared with the IL-17 group(P<0.01).The heart rate,SBP,IVSd,LVPWd,LVEDD and LVESD were significantly lower,while LVFS was notably higher in the IL-17+IgG group than the model group and IL-17 group(P<0.01).The IL-17+IgG group had obviously higher LVEF than the IL-17 group[(70.81±6.50)%vs(62.77±5.43)%,P<0.01].Conclusion IL-17/NF-κB/SERCA2 signaling pathway is involved in the regulation of inflammatory response after hypertensive HF,and inhibiting IL-17 can effective-ly improve the cardiac dysfunction caused by hypertensive HF.
3.Relationship between α-synuclein and ApoA1 expression and cognitive function in elderly patients with cerebral small vessel disease
Lijun WEI ; Jiaqi WANG ; Changming XU ; Tengchao YANG ; Pengfei HE
Chinese Journal of Geriatrics 2024;43(11):1426-1431
Objective:This study aims to investigate the expression levels of α-synuclein(α-synuclein)and apolipoprotein A-1(ApoA1)in elderly patients with cerebral small vessel disease(CSVD)and their association with cognitive function.Methods:A total of 176 elderly patients diagnosed with CSVD and admitted to Huludao Central Hospital between September 2022 and February 2024 were retrospectively selected as research subjects.Based on their cognitive function at the time of admission, patients were categorized into a disorder group comprising 71 cases and a normal group consisting of 105 cases.General information was collected from the patients, and the serum expression levels of α-synuclein and ApoA1 were measured.Pearson correlation analysis was employed to assess the relationship between the expression levels of α-synuclein and ApoA1 and the Montreal Cognitive Assessment(MoCA)scores.Furthermore, multi-factor logistic regression analysis was conducted to identify influencing factors, and receiver operating characteristic(ROC)curves were generated to evaluate the diagnostic value of serum levels.Results:Patients in the disorder group were older than those in the normal group.Additionally, the MoCA score and serum α-synuclein levels were significantly higher in the disorder group, while ApoA1 levels were lower(all P<0.05).Pearson correlation analysis indicated that the MoCA score was negatively correlated with α-synuclein expression and positively correlated with ApoA1 expression(all P<0.05).Multivariate logistic regression analysis revealed that age, smoking history, and α-synuclein levels are risk factors for cognitive dysfunction in patients with CSVD, whereas ApoA1 is identified as a protective factor for cognitive function in this population.Furthermore, ROC curve analysis demonstrated that serum α-synuclein and ApoA1 levels possess diagnostic value for cognitive dysfunction in patients.The area under the curve(AUC)for the combined predictions was 0.836, with sensitivity and specificity rates of 76.14% and 78.14%, respectively. Conclusions:Elderly patients with CSVD and cognitive dysfunction exhibit abnormally high levels of α-synuclein and abnormally low levels of ApoA1.Both factors are influential in the context of cognitive dysfunction among elderly patients with CSVD and contribute to improved diagnostic efficiency.
4.Value of preoperative vascular ultrasound parameters in predicting postoperative lower extremity deep venous thrombosis in patients with gynecological malignant tumors
Wenhui GAO ; Weiwei ZHANG ; Nirong WANG ; Jiaqi ZHANG ; Jinghua DAI ; Xinhui LI ; Jian-Feng WEI ; Shuzhen YU
Chinese Journal of Anesthesiology 2024;44(8):937-940
Objective:To evaluate the value of preoperative vascular ultrasound parameters in predicting the postoperative lower extremity deep venous thrombosis (DVT) in patients with gynecological malignant tumors.Methods:Ninety-nine patients with gynecological malignant tumors, aged>18 yr, with body mass index<30 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅱ or Ⅲ, scheduled for elective surgery under general anesthesia, were selected. Vascular ultrasound examination was performed before surgery. The flow velocity and diameter of common femoral vein (CFV), deep femoral vein (DFV), popliteal vein (POV), and intermuscular vein (IMV) were recorded. Ultrasound examination of lower limb veins (including anterior tibial vein, posterior tibial vein, IMV, CFV, DFV, POV) were conducted at 1-8 days after surgery to determine whether a DVT occurred. The receiver operating charcateristic curve was used to evaluate the accuracy of each indicator in predicting the lower extremity DVT, and the cut-off value was determined based on the maximum principle of Jorden index. Results:The incidence of lower extremity DVT was 13.1%. The area under the curve (95% confidence interval) of the preoperative CFV flow velocity and diameter, DFV flow velocity and diameter, POV flow velocity and diameter, IMV flow velocity and diameter in predicting the lower extremity DVT were 0.769 (0.616-0.923) and 0.800 (0.644-0.950), 0.797 (0.641-0.954) and 0.771 (0.596-0.945), 0.806 (0.645-0.968) and 0.754 (0.606-0.903), 0.764 (0.615-0.914) and 0.818 (0.645-0.990), respectively ( P<0.05), and the predicted cut-off values were 27.13 cm/s and 11.93 mm, 19.31 cm/s and 10.15 mm, 16.04 cm/s and 8.79 mm, 14.39 cm/s and 8.68 mm, respectively, and the sensitivity and specificity were 90.0%, 71.4% and 90.0%, 74.3%; 90.0%, 74.3% and 90.0%, 68.6%; 90.0%, 82.9% and 90.0%, 72.9%; 90.0%, 70.0% and 80.0%, 87.1%, respectively. Conclusions:Preoperative vascular vascular ultrasound parameters can accurately predict the occurrence of postoperative lower extremity DVT in patients with gynecological malignant tumors.
5.Clinical characteristics, diagnosis and treatment of pure paroxysmal kinesigenic dyskinesia and complicated type with epilepsy
Wensi HAO ; Jiaqi HAN ; Rui MA ; Xiating ZHANG ; Lehong GAO ; Hua WEI ; Yicong LIN ; Jia CHEN ; Yuping WANG
Chinese Journal of Neurology 2024;57(9):951-958
Objective:To summarize the clinical features, electroencephalogram (EEG) and magnetoencephalogram (MEG) of patients with pure paroxysmal kinesigenic dyskinesia (PKD) and PKD with epilepsy, so as to better distinguish them and guide the treatments.Methods:The clinical data of 200 patients diagnosed with PKD in the Outpatient Department of Xuanwu Hospital, Capital Medical University from 2000 to 2023 were analyzed retrospectively. The patients were divided into 2 groups: pure PKD (174 cases) and PKD with epilepsy (26 cases) according to whether accompanied by epilepsy. The differences in clinical features, drug therapy, EEG and MEG were compared between the 2 groups.Results:The clinical features of the 2 groups were essentially similar, and the proportion of PKD dyskinesia induced by emotional stress in the pure PKD group (54/174, 31.03%) was higher than that in the PKD with epilepsy group (2/26, 7.69%; χ 2=5.010, P=0.025). In terms of pharmacological response, carbamazepine was the most commonly used medication in both groups, but patients with PKD with epilepsy may need a higher therapeutic dosages (0.2-0.4 g/d, and gradually increased to 0.8 g/d) to effectively manage both dyskinesia and seizures. Regarding the EEG and MEG, the proportion of EEG abnormalities was higher in PKD patients with epilepsy, mainly manifested as focal spikes [1/70(1.43%) vs 9/21(42.86%), χ 2=24.268, P<0.001], together with aberrant MEG discharge (4/18 vs 3/5, χ 2=1.155, P=0.282). The MEG dipoles were mainly distributed in the brain regions close to the frontal lobe and central region. Conclusions:The clinical manifestations of motor symptoms of pure PKD and PKD with epilepsy are similar, and carbamazepine remains the most effective treatment. PKD patients with epilepsy have a higher proportion of abnormal EEG, mainly manifested as focal spikes, and are more likely to show abnormal discharge of MEG, which could be used to distinguish them.
6.dMRI based on various theories of brain microstructure and the application of that in the research for PD
Jiaqi TIAN ; Qiping WEN ; Jiabin LU ; Xuejiao LI ; Wei WANG
China Medical Equipment 2024;21(9):155-161
The diagnosis of Parkinson's disease(PD)mainly relies on clinical appearance of patients,and the routine magnetic resonance scan has difficulty in finding the abnormality of that,which is not able to meet the requirement of early and precise quantification for the PD lesion area.Diffusion magnetic resonance imaging(dMRI)technique is a noninvasive method of examining the microstructure of living tissue.Diffusion weighted imaging(DWI)and diffusion tensor imaging(DTI)were the most widely used in clinical practice.However,the principles of them have limitation,which are not able to fully outline the microstructure of brain tissue.This paper discussed several new dMRI techniques that are able to make up conventional dMRI model,which included diffusion kurtosis imaging(DKI),neurite orientation dispersion and density imaging(NODDI)and diffusion tensor imaging index of perivascular space(DTI-ALPS).Moreover,this paper summarized the applications of above imaging technique in exploring the changes of the microstructure of brain tissue of PD patients,so as to provide more imaging information for the pathological changes of PD patients.
7.Effects of astragaloside IV on acute myocardial injury in rats with high-level spinal cord injury
Qinfeng HUANG ; Ying ZHENG ; Liqin WEI ; Ye LIAO ; Jiaqi LI ; Lijun LIN ; Jiaxin CHEN ; Rujie ZHENG ; Wenna LIN ; Hui CHEN
Chinese Journal of Trauma 2024;40(11):1028-1039
Objective:To investigate the effects of astragaloside IV (AS-IV) on acute myocardial injury in rats with high-level spinal cord injury (SCI).Methods:Twenty-four healthy male SD rats, aged 8-10 weeks with a body weight of 250-300 g, were randomly divided into 4 groups using a random number table method: sham operation group, high-level SCI group (SCI group), high-level SCI+AS-IV group (SCI+AS-IV group) and high-level SCI+AS-IV+silent information regulator 1 (SIRT1) inhibitor EX527 group (SCI+AS-IV+EX527 group), with 6 rats in each group. The SCI model was established using the modified Allen method and the sham operation group underwent the spinal cord exposure only. In the SCI+AS-IV group, 40 mg/kg of AS-IV was injected intraperitoneally immediately after injury. SCI+AS-IV+EX527 group received an intraperitoneal injection of 5 mg/kg EX527 at one hour before injury and another injection of 40 mg/kg AS-IV in the same way immediately after injury. The sham operation group and the SCI group received an equal volume of saline via intraperitoneal injection. Immediately after awakening from injury, the hind limb motor function of the rats in each group was observed, recorded and then evaluated using the BBB method. At 24 hours after injury, the ultrastructure of the cardiomyocytes was examined under a transmission electron microscope; the levels of serum cardiac troponin I (cTnI), myocardial tissue inflammatory factors interleukin (IL)-18 and IL-1β were quantified by the ELISA method; the level of reactive oxygen species (ROS) of the myocardial tissue was assessed utilizing the dihydroethidium (DHE) assay; biochemical analyses were employed to determine the superoxide dismutase (SOD) activity and malondialdehyde (MDA) concentrations; mRNA and protein expression levels of nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cysteinyl aspartate specific proteinase-1 (caspase-1), gasdermin D (GSDMD), SIRT1 and peroxisome proliferator-activated receptor γ coactivator-1α (PGC-1α) were examined using RT-PCR and Western blot; cardiomyocyte pyroptosis rate was evaluated by caspase-1 and TUNEL double-labeled fluorescence staining.Results:Immediately after awakening from injury, the sham operation group exhibited normal hind limb activity, with BBB scores of 21(21, 21)points, while the remaining groups displayed flaccid paralysis in both hind limbs, accompanied by the cessation of spontaneous excretion, with BBB scores of 0(0, 0)points. At 24 hours after injury, transmission electron microscopy did not reveal any significant abnormalities in the ultrastructure of the myocardiomyocytes in the sham operation group, while changes of varying degrees were observed in the SCI group. The ELISA results indicated that at 24 hours after injury, the serum cTnI level in the SCI group was (1 435.3±148.1)pg/ml, higher than (619.6±95.4)pg/ml in the sham operation group ( P<0.01); the cTnI level was (1 154.0±80.0)pg/ml in the SCI+AS-IV group, lower than that in the SCI group ( P<0.01); the cTnI level was (1 321.8±50.2)pg/ml in the SCI+AS-IV+EX527 group, higher than that in the SCI+AS-IV group ( P<0.05). The levels of IL-18 and IL-1β in the myocardial tissue in the SCI group were (493.0±145.0)pg/ml and (936.7±93.2)pg/ml, higher than (131.1±62.5)pg/ml and (281.7±83.6)pg/ml in the sham operation group ( P<0.01); the levels of IL-18 and IL-1β in the SCI+AS-IV group were (182.4±45.6)pg/ml and (573.4±99.5)pg/ml, lower than those in the SCI group ( P<0.01); the levels of IL-18 and IL-1β in the SCI+AS-IV+EX527 group were (337.4±72.0)pg/ml and (742.6±82.7)pg/ml, higher than those in the SCI+AS-IV group ( P<0.05), yet lower than those in the SCI group ( P<0.01). At 24 hours after injury, DHE and biochemical assays showed that the levels of ROS and MDA in the myocardial tissue in the SCI group were (65±6)% and (1.97±0.27)nmol/mg, higher than (19±10)% and (1.03±0.16)nmol/mg in the sham operation group ( P<0.01); the ROS and MDA levels in the SCI+AS-IV group were (37±10)% and (1.39±0.11)nmol/mg, lower than those in the SCI group ( P<0.01); the ROS and MDA levels in the SCI+AS-IV+EX527 group were (52±7)% and (1.70±0.14)nmol/mg, higher than those in the SCI+AS-IV group ( P<0.05). The SOD level in the myocardial tissue of the SCI group was (658.48±77.56)U/mg, lower than (1 059.55±71.91)U/mg in the sham operation group ( P<0.01); the SOD level in the SCI+AS-IV group was (901.74±32.30)U/mg, higher than that in the SCI group ( P<0.01); the SOD level in the myocardial tissue in the SCI+AS-IV+EX527 group was (799.86±26.70)U/mg, lower than that in the SCI+AS-IV group ( P<0.05). At 24 hours after injury, RT-PCR showed that the mRNA expression levels of NLRP3, caspase-1 and GSDMD in the myocardial tissue of the SCI group were 2.07±0.25, 2.46±0.28 and 1.82±0.12 respectively, which were higher than 1.10±0.13, 0.95±0.17 and 1.03±0.08 in the sham operation group ( P<0.01); the mRNA expression levels of NLRP3, caspase-1 and GSDMD in the SCI+AS-IV group were 1.47±0.24, 1.51±0.16 and 1.42±0.13 respectively, which were lower than those in the SCI group ( P<0.01); the mRNA expression levels of NLRP3, caspase-1 and GSDMD in the SCI+AS-IV+EX527 group were 1.93±0.28, 1.97±0.31 and 1.65±0.16 respectively, which were higher than those in the SCI+AS-IV group, yet lower than those in the SCI group ( P<0.05). The mRNA expression levels of SIRT1 and PGC-1α in the myocardial tissue in the SCI group were 0.41±0.09 and 0.56±0.07, lower than 1.20±0.14 and 1.29±0.20 in the sham operation group ( P<0.01); the mRNA expression levels of SIRT1 and PGC-1α in the myocardial tissue in the SCI+AS-IV group were 0.78±0.08 and 1.01±0.19, higher than those of the SCI group ( P<0.01); the mRNA expression levels of SIRT1 and PGC-1α in the myocardial tissue of the SCI+AS-IV+EX527 group were 0.53±0.12 and 0.72±0.22, lower than those of the SCI+AS-IV group ( P<0.05). At 24 hours after injury, the western blot analysis showed that the protein expression levels of NLRP3, caspase-1 and GSDMD in the myocardial tissue in the SCI group were 1.00±0.20, 0.60±0.19 and 0.77±0.15 respectively, which were higher than 0.27±0.09, 0.18±0.10 and 0.28±0.08 in the sham operation group ( P<0.01); the protein expression levels of NLRP3, caspase-1 and GSDMD in the SCI+AS-IV group were 0.59±0.10, 0.25±0.11 and 0.33±0.11 respectively, lower than those in the SCI group ( P<0.01); the protein expression levels of NLRP3, caspase-1 and GSDMD in the myocardial tissue in the SCI+AS-IV+EX527 group were 0.85±0.15, 0.54±0.12 and 0.55±0.13 respectively, higher than those in the SCI+AS-IV group ( P<0.05). The protein expression levels of SIRT1 and PGC-1α in the myocardial tissue in the SCI group were 0.44±0.16 and 0.28±0.10, lower than 0.93±0.22 and 0.75±0.16 in the sham operation group ( P<0.01); the protein expression levels of SIRT1 and PGC-1α in the myocardial tissue in the SCI+AS-IV group were 0.78±0.19 and 0.55±0.12, higher than those in the SCI group ( P<0.01); the protein expression levels of SIRT1 and PGC-1α in the myocardial tissue in the SCI+AS-IV+EX527 group were 0.46±0.16 and 0.35±0.07, lower than those in the SCI+AS-IV group ( P<0.05). At 24 hours after injury, caspase-1 and TUNEL double-labeled fluorescence staining showed that the cardiomyocyte pyroptosis rate in the SCI group was (34.5±6.7)%, higher than (5.3±2.9)% in the sham operation group ( P<0.01); the cardiomyocyte pyroptosis rate in the SCI+AS-IV group was (13.4±3.0)%, lower than that in the SCI group ( P<0.01); the cardiomyocyte pyroptosis rate in the SCI+AS-IV+EX527 group was (22.5±5.9)%, higher than that in the SCI+AS-IV group ( P<0.01), yet lower than that in the SCI group ( P<0.01). Conclusions:AS-IV can significantly reduce acute myocardial injury in rats with high-level SCI. Its mechanism may involve activating the myocardial SIRT1/PGC-1α signaling pathway, protecting the mitochondria, enhancing the ability to resist oxidative stress, and effectively inhibiting the NLRP3 inflammasome-mediated pyroptosis pathway.
8.Quantitative Analysis of Multi-components in Gnaphalium affine Based on UPLC-Q-Exactive Orbitrap MS
Chunyan CAO ; Jiaqi ZHANG ; Zhenduo ZHAO ; Qin SHEN ; Shenglan QI ; Wei LIU ; Lichao ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):148-155
ObjectiveTo establish a rapid and stable liquid chromatography-mass spectrometry(LC-MS) for simultaneous analysis of 17 chemical components in Gnaphalium affine aboveground parts with flowers, so as to provide experimental basis for improving the quality standard of this herb. MethodUltra performance liquid chromatography-quadrupole/electrostatic field orbitrap mass spectrometry(UPLC-Q-Exactive Orbitrap MS) was used for the quantitative analysis of 17 constituents in 15 batches of G. affine from different origins, the separation was performed on an ACQUITY UPLC® BEH C18 column(2.1 mm×100 mm, 1.7 μm) with the mobile phase of methanol(A)-0.1% formic acid aqueous solution(B) for gradient elution(0-1.0 min, 8%A; 1.0-4.0 min, 8%-26%A; 4.0-9.0 min, 26%A; 9.0-14.0 min, 26%-34%A; 14.0-14.5 min, 34%-45%A; 14.5-15.0 min, 45%-60%A; 15.0-18.0 min, 60%-90%A; 18.0-19.0 min, 90%A; 19.0-19.01 min, 90%-8%A; 19.01-20.0 min, 8%A), the flow rate was 0.3 mL·min-1, the column temperature was 40 ℃ and the injection volume was 2 μL. And the electrospray ionization was used with full scanning in both positive and negative ion modes, and the scanning range was m/z 100-1 000. ResultThe established method has been verified by the methodology and could be used for the simultaneous quantification of 17 components in G. affine. The content ranges of the 17 components(quinic acid, gallic acid, protocatechuic acid, neochlorogenic acid, chlorogenic acid, cryptochlorogenic acid, caffeic acid, 1,3-O-dicaffeoylquinic acid, isochlorogenic acid A, isoquercitrin, 1,5-O-dicaffeoylquinic acid, apigenin-7-O-glucoside, astragalin, isochlorogenic acid C, luteolin, apigenin and hispidulin) in 15 batches of G. affine samples was 39.60-179.12, 0.17-0.84, 2.41-8.38, 4.33-31.50, 13.63-180.38, 2.43-14.75, 1.16-19.68, 0.49-5.63, 55.77-445.16, 0.23-10.26, 62.04-530.10, 1.11-18.01, 11.36-90.61, 12.22-65.98, 7.22-69.84, 3.37-45.65, 0.30-2.59 μg·g-1, respectively. The content of organic acids was higher than that of flavonoids in G. affine, and the contents of 1,5-O-dicaffeoylquinic acid, isochlorogenic acid A, quinic acid and chlorogenic acid were higher. Meanwhile, the content of flavonoids in the samples from Guizhou was higher than that from Jiangsu, while the content of organic acids in the samples from Jiangsu was higher than that from Guizhou. ConclusionThe established method can be used for the rapid and accurate determination of 17 components in G. affine, which clarifies the content range of the main components in this herb, and can provide a reference for the selection of quality control markers of G. affine.
9.Construction of prediction model of neonatal necrotizing enterocolitis based on machine learning algorithms
Zhenyu LI ; Ling LI ; Jiaqi WEI ; Qinlei JIANG ; Hui WU
Chinese Journal of Neonatology 2024;39(3):150-156
Objective:To construct prediction models of necrotizing enterocolitis (NEC) using machine learning (ML) methods.Methods:From January 2015 to October 2021, neonates with suspected NEC symptoms receiving abdominal ultrasound examinations in our hospital were retrospectively analyzed. The neonates were assigned into NEC group (modified Bell's staging≥Ⅱ) and non-NEC group for diagnostic prediction analysis (dataset 1). The NEC group was subgrouped into surgical NEC group (staging≥Ⅲ) and conservative NEC group for severity analysis (dataset 2). Feature selection algorithms including extremely randomized trees, elastic net and recursive feature elimination were used to screen all variables. The diagnostic and severity prediction models for NEC were established using logistic regression, support vector machine (SVM), random forest, light gradient boosting machine and other ML methods. The performances of different models were evaluated using area under the receiver operating characteristic curve (AUC), sensitivity, specificity, negative predictive value and positive predictive value.Results:A total of 536 neonates were enrolled, including 234 in the NEC group and 302 in the non-NEC group (dataset 1).70 were in the surgical NEC group and 164 in the conservative NEC group (dataset 2). The variables selected by extremely randomized trees showed the best predictive performance in two datasets. For diagnostic prediction models, the SVM model had the best predictive performance, with AUC of 0.932 (95% CI 0.891-0.973) and accuracy of 0.844 (95% CI 0.793-0.895). A total of 11 predictive variables were determined, including portal venous gas, intestinal dilation, neutrophil percentage and absolute monocyte count at the onset of illness. For NEC severity prediction models, the SVM model showed the best predictive performance, with AUC of 0.835 (95% CI 0.737-0.933) and accuracy of 0.787 (95% CI 0.703-0.871). A total of 25 predictive variables were identified, including age of onset, C-reactive protein and absolute neutrophil count at clincial onset. Conclusions:NEC prediction model established using feature selection algorithm and SVM classification model in ML is helpful for the diagnosis of NEC and grading of disease severity.
10.Causal Association Between Omega-3 Fatty Acids and Risk of Breast Cancer:A Mendelian Randomization Study
Jiaqi WANG ; Wei TANG ; Xiao HUANG ; Deyuan FU
Cancer Research on Prevention and Treatment 2024;51(7):567-572
Objective To explore the causal relationship between Omega-3 fatty acids and the risk of breast cancer via Mendelian randomization analysis.Methods Analysis was conducted on data from genome-wide association studies(GWASs)on Omega-3 fatty acids and breast cancer.The selected instrumental variables(IVs)comprised genetic loci associated with Omega-3 fatty acids.Various Mendelian randomization analysis methods,including inverse-variance weighted(IVW)method,MR-Egger regression analysis,weighted median,simple models,and weighted models,were used to evaluate the causal relationship between Omega-3 fatty acids and the risk of breast cancer.Results A total of 47 single-nucleotide polymorphisms strongly associated with Omega-3 fatty acids were selected as IVs.The analysis methods,including IVW method,revealed no causal relationship between Omega-3 fatty acids and the risk of breast cancer(P>0.05).Analysis methods,such as MR-Egger regression analysis,did not detect significant gene-level pleiotropy(P=0.319),which indicates the high sensitivity and robustness of analysis results.Conclusion The findings of this study suggest the absence of a causal relationship between Omega-3 fatty acids and the risk of breast cancer.

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