1.Exploration of Decision-Making Methods Based on Syndrome Differentiation by “Data-Knowledge” Dual-Driven Models: A Case Study of Gastric Precancerous State
Weichao XU ; Yanru DU ; Xiaomeng LANG ; Yingying LOU ; Wenwen JIA ; Xin KANG ; Shuo GUO ; Kun ZHANG ; Chunzhi SU ; Junbiao TIAN ; Xiaona WEI ; Qian YANG
Journal of Traditional Chinese Medicine 2024;65(2):154-158
Data analysis models may assist the transmission of traditional Chinese medicine (TCM) experience and clinical diagnosis and treatment, and the possibility of constructing a “data-knowledge” dual-drive model was explored by taking gastric precancerous state as an example. Data-driven is to make clinical decisions around data analysis, and its syndrome-differentiation decision-making research relies on hidden structural models and partially observable Markov decision-making processes to identify the etiology of diseases, syndrome elements, evolution of pathogenesis, and syndrome differentiation protocols; knowledge-driven is to make use of data and information to promote decision-making and action processes, and its syndrome-differentiation decision-making research relies on convolutional neural networks to improve the accuracy of local disease identification and syndrome differentiation. The “data-knowledge” dual-driven model can make up for the shortcomings of single-drive numerical simulation accuracy, and achieve a balance between local disease identification and macroscopic syndrome differentiation. On the basis of previous research, we explored the construction method of diagnostic assisted decision-making platform for gastric precancerous state, and believed that the diagnostic and decision-making ability of doctors can be extended through the assistance of machines and algorithms. Meanwhile, the related research methods were integrated and the core features of gastric precancerous state based on TCM syndrome differentiation and endoscopic pathology diagnosis and prediction were obtained, and the elements of endoscopic pathology recognition based on TCM syndrome differentiation were explored, so as to provide ideas for the in-depth research and innovative application of cutting-edge data analysis technology in the field of intelligent TCM syndrome differentiation.
2.Clinical practice of endoscopic ultrasound-guided liver biopsy among the liver transplant recipients
Wei RAO ; Qian LI ; Jia LIU ; Qiuju TIAN ; Qun ZHANG ; Jinzhen CAI ; Man XIE
Chinese Journal of Digestive Endoscopy 2024;41(2):121-126
Objective:To investigate the application of endoscopic ultrasound-guided liver biopsy (EUS-LB) to liver transplant recipients.Methods:In this retrospective cohort study, a total of 12 liver transplant recipients who underwent EUS-LB by the same endoscopist and specimens were diagnosed and reported by the same pathologist due to abnormal liver function or need to be evaluated for graft fibrosis in the Organ Transplantation Center of the Affiliated Hospital of Qingdao University were enrolled into the EUS-LB group from December 2021 to March 2022, meanwhile, a total of 23 patients whose PLB was completed by the same hepatologist and specimens were diagnosed by the same pathologist during the same period were enrolled in the PLB group. Acquisition of liver specimens and postoperative adverse events of the two groups were compared.Results:Patients in both groups were punctured 1-2 times on average, and the median total length of liver specimens in the EUS-LB group was significantly longer than that in the PLB group (61 mm VS 17 mm, Z=11.362, P=0.002). There was no significant difference in the length of the longest liver specimens between the two groups (17.6±6.9 mm VS 13.7±3.5 mm, t=2.382, P=0.086), while the number of liver specimens in the EUS-LB group was more than that in the PLB group (4.8±2.1 VS 2.3±1.2, t=9.271, P=0.001). The number of complete portal tracts was 11.3±4.6 in the EUS-LB group and 6.2±3.3 in the PLB group ( t=8.457, P=0.003). Abdominal pain was the only postoperative adverse event, and only 1 patient in the EUS-LB group had postoperative abdominal pain, which was fewer than that in the PLB group [8.3% (1/12) VS 43.5% (10/23), χ2=4.893, P=0.036]. Conclusion:Compared with PLB, EUS-LB delivers longer liver biopsy specimens with more complete portal tracts in liver transplant recipients, and fewer recipients complain about postoperative pain in EUS-LB group. Therefore, EUS-LB is a safer, more effective and more comfortable liver biopsy method.
3.Predicting the Risk of Arterial Stiffness in Coal Miners Based on Different Machine Learning Models.
Qian Wei CHEN ; Xue Zan HUANG ; Yu DING ; Feng Ren ZHU ; Jia WANG ; Yuan Jie ZOU ; Yuan Zhen DU ; Ya Jun ZHANG ; Zi Wen HUI ; Feng Lin ZHU ; Min MU
Biomedical and Environmental Sciences 2024;37(1):108-111
4.Trilogy of drug repurposing for developing cancer and chemotherapy-induced heart failure co-therapy agent.
Xin CHEN ; Xianggang MU ; Lele DING ; Xi WANG ; Fei MAO ; Jinlian WEI ; Qian LIU ; Yixiang XU ; Shuaishuai NI ; Lijun JIA ; Jian LI
Acta Pharmaceutica Sinica B 2024;14(2):729-750
Chemotherapy-induced complications, particularly lethal cardiovascular diseases, pose significant challenges for cancer survivors. The intertwined adverse effects, brought by cancer and its complication, further complicate anticancer therapy and lead to diminished clinical outcomes. Simple supplementation of cardioprotective agents falls short in addressing these challenges. Developing bi-functional co-therapy agents provided another potential solution to consolidate the chemotherapy and reduce cardiac events simultaneously. Drug repurposing was naturally endowed with co-therapeutic potential of two indications, implying a unique chance in the development of bi-functional agents. Herein, we further proposed a novel "trilogy of drug repurposing" strategy that comprises function-based, target-focused, and scaffold-driven repurposing approaches, aiming to systematically elucidate the advantages of repurposed drugs in rationally developing bi-functional agent. Through function-based repurposing, a cardioprotective agent, carvedilol (CAR), was identified as a potential neddylation inhibitor to suppress lung cancer growth. Employing target-focused SAR studies and scaffold-driven drug design, we synthesized 44 CAR derivatives to achieve a balance between anticancer and cardioprotection. Remarkably, optimal derivative 43 displayed promising bi-functional effects, especially in various self-established heart failure mice models with and without tumor-bearing. Collectively, the present study validated the practicability of the "trilogy of drug repurposing" strategy in the development of bi-functional co-therapy agents.
5.Clinical characteristics and prognosis of 28 cases of infant acute lymphoblastic leukemia
Yan SHI ; Yu LU ; Ruidong ZHANG ; Yuanyuan ZHANG ; Wei LIN ; Jiaole YU ; Ying WU ; Jia FAN ; Peijing QI ; Pengli HUANG ; Lixiao CAI ; Qian HUANG ; Pan ZHANG ; Yumei SUN ; Yan LIU ; Huyong ZHENG
Chinese Journal of Pediatrics 2024;62(1):49-54
Objective:To analyze the clinical characteristics and prognosis of patients with infant acute lymphoblastic leukemia (IALL).Methods:A retrospective cohort study.Clinical data, treatment and prognosis of 28 cases of IALL who have been treated at Beijing Children′s Hospital, Capital Medical University and Baoding Children′s Hospital from October 2013 to May 2023 were analyzed retrospectively. Based on the results of fluorescence in situ hybridization (FISH), all patients were divided into KMT2A gene rearrangement (KMT2A-R) positive group and KMT2A-R negative group. The prognosis of two groups were compared. Kaplan-Meier method and Log-Rank test were used to analyze the survival of the patients.Results:Among 28 cases of IALL, there were 10 males and 18 females, with the onset age of 10.9 (9.4,11.8) months. In terms of immune classification, 25 cases were B-ALL (89%), while the remaining 3 cases were T-ALL (11%). Most infant B-ALL showed pro-B lymphocyte phenotype (16/25,64%). A total of 22 cases (79%) obtained chromosome karyotype results, of which 7 were normal karyotypes, no complex karyotypes and 15 were abnormal karyotypes were found. Among abnormal karyotypes, there were 4 cases of t (9; 11), 2 cases of t (4; 11), 2 cases of t (11; 19), 1 case of t (1; 11) and 6 cases of other abnormal karyotypes. A total of 19 cases (68%) were positive for KMT2A-R detected by FISH. The KMT2A fusion gene was detected by real-time PCR in 16 cases (57%). A total of 24 patients completed standardized induction chemotherapy and were able to undergo efficacy evaluation, 23 cases (96%) achieved complete remission through induction chemotherapy, 4 cases (17%) died of relapse. The 5-year event free survival rate (EFS) was (46±13)%, and the 5-year overall survival rate (OS) was (73±10)%.The survival time was 31.3 (3.3, 62.5) months. There was no significant statistical difference in 5-year EFS ((46±14)% vs. (61±18)%) and 5-year OS ((64±13)% vs. (86±13)%) between the KMT2A-R positive group (15 cases) and the KMT2A-R negative group (9 cases) ( χ2=1.88, 1.47, P=0.170, 0.224). Conclusions:Most IALL patients were accompanied by KMT2A-R. They had poor tolerance to traditional chemotherapy, the relapse rate during treatment was high and the prognosis was poor.
6.Data-independent Acquisition-Based Quantitative Proteomic Analysis Reveals Potential Salivary Biomarkers of Primary Sj?gren's Syndrome
Tian YI-CHAO ; Guo CHUN-LAN ; Li ZHEN ; You XIN ; Liu XIAO-YAN ; Su JIN-MEI ; Zhao SI-JIA ; Mu YUE ; Sun WEI ; Li QIAN
Chinese Medical Sciences Journal 2024;39(1):19-28,中插3
Objective As primary Sj?gren's syndrome(pSS)primarily affects the salivary glands,saliva can serve as an indicator of the glands'pathophysiology and the disease's status.This study aims to illustrate the salivary proteomic profiles of pSS patients and identify potential candidate biomarkers for diagnosis. Methods The discovery set contained 49 samples(24 from pSS and 25 from age-and gender-matched healthy controls[HCs])and the validation set included 25 samples(12 from pSS and 13 from HCs).Totally 36 pSS patients and 38 HCs were centrally randomized into the discovery set or to the validation set at a 2:1 ratio.Unstimulated whole saliva samples from pSS patients and HCs were analyzed using a data-independent acquisition(DIA)strategy on a 2D LC-HRMS/MS platform to reveal differential proteins.The crucial proteins were verified using DIA analysis and annotated using gene ontology(GO)and International Pharmaceutical Abstracts(IPA)analysis.A prediction model for SS was established using random forests. Results A total of 1,963 proteins were discovered,and 136 proteins exhibited differential representation in pSS patients.The bioinformatic research indicated that these proteins were primarily linked to immunological functions,metabolism,and inflammation.A panel of 19 protein biomarkers was identified by ranking order based on P-value and random forest algorichm,and was validated as the predictive biomarkers exhibiting good performance with area under the curve(AUC)of 0.817 for discovery set and 0.882 for validation set. Conclusions The candidate protein panel discovered may aid in pSS diagnosis.Salivary proteomic analysis is a promising non-invasive method for prognostic evaluation and early and precise treatments for pSS patients.DIA offers the best time efficiency and data dependability and may be a suitable option for future research on the salivary proteome.
7.Iodine Nutrition,Thyroid-stimulating Hormone,and Related Factors of Postpartum Women from three Different Areas in China:A Cross-sectional Survey
Yun Xiao SHAN ; Yan ZOU ; Chun Li HUANG ; Shan JIANG ; Wen Wei ZHOU ; Lan Qiu QIN ; Qing Chang LIU ; Yan Xiao LUO ; Xi Jia LU ; Qian De MAO ; Min LI ; Yu Zhen YANG ; Chen Li YANG
Biomedical and Environmental Sciences 2024;37(3):254-265
Objective Studies on the relationship between iodine,vitamin A(VA),and vitamin D(VD)and thyroid function are limited.This study aimed to analyze iodine and thyroid-stimulating hormone(TSH)status and their possible relationships with VA,VD,and other factors in postpartum women. Methods A total of 1,311 mothers(896 lactating and 415 non-lactating)from Hebei,Zhejiang,and Guangxi provinces were included in this study.The urinary iodine concentration(UIC),TSH,VA,and VD were measured. Results The median UIC of total and lactating participants were 142.00 μg/L and 139.95 μg/L,respectively.The median TSH,VA,and VD levels in all the participants were 1.89 mIU/L,0.44 μg/mL,and 24.04 ng/mL,respectively.No differences in the UIC were found between lactating and non-lactating mothers.UIC and TSH levels were significantly different among the three provinces.The rural UIC was higher than the urban UIC.Obese mothers had a higher UIC and a higher prevalence of excessive TSH.Higher UICs and TSHs levels were observed in both the VD deficiency and insufficiency groups than in the VD-sufficient group.After adjustment,no linear correlation was observed between UIC and VA/VD.No interaction was found between vitamins A/D and UIC on TSH levels. Conclusion The mothers in the present study had no iodine deficiency.Region,area type,BMI,and VD may be related to the iodine status or TSH levels.
8.Correlation between the level of NT-proBNP and cardiorespiratory fitness of individuals following acute high altitude exposure
Ping-Ping LI ; Xiao-Wei YE ; Jie YANG ; Zhe-Xue QIN ; Shi-Zhu BIAN ; Ji-Hang ZHANG ; Xu-Bin GAO ; Meng-Jia SUN ; Zhen LIU ; Hai-Lin LYU ; Qian-Yu JIA ; Yuan-Qi YANG ; Bing-Jie YANG ; Lan HUANG
Medical Journal of Chinese People's Liberation Army 2024;49(9):998-1003
Objective To investigate the correlation between the level of N-terminal pro-Brain natriuretic peptide(NT-proBNP)and cardiorespiratory fitness following acute exposure to high altitude.Methods Forty-six subjects were recruited from the Second Affiliated Hospital of Army Medical University in June 2022,including 19 males and 27 females.After completing cardiopulmonary exercise test(CPET),serological detection of myocardial cell-related markers,and multiple metabolites at a plain altitude(300 meters above sea level),all subjects flew to a high-altitude location(3900 meters above sea level).Biomarker testing and CPET were repeated on the second and third days after arrival at high altitude.Changes in serum biomarker and key CPET indicators before and after rapid ascent to high altitude were compared,and the correlation between serum levels of various myocardial cell-related markers and metabolites and high altitude cardiorespiratory fitness was analyzed.Results Compared with the plain altitude,there was a significant decrease in maximal oxygen uptake after rapid ascent to high altitude[(25.41±6.20)ml/(kg.min)vs.(30.17±5.01)ml/(kg.min),P<0.001].Serum levels of NT-proBNP,Epinephrine(E),plasma renin activity(PRA),angiotensin Ⅱ(Ang Ⅱ),angiotensin-converting enzyme 2(ACE2)and leptin(LEP)significantly increased,with all differences being statistically significant(P<0.05)after acute high altitude exposure.In contrast,no statistically significant differences were observed for creatine kinase MB(CK-MB),cardiac troponin I(cTnI),myoglobin(Myo)and norepinephrine(NE)(P>0.05).Correlation analysis showed a significant negative correlation between NT-proBNP at plain altitude(r=-0.768,P<0.001)and at high altitude(r=-0.791,P<0.001)with maximal oxygen uptake at high altitude.Multivariate linear regression analysis indicated that maximal oxygen uptake at plain altitude(t=2.069,P=0.045),NT-proBNP at plain altitude(t=-2.436,P=0.020)and at high altitude(t=-3.578,P=0.001)were independent influencing factors of cardiorespiratory fitness at high altitude.Conclusion Cardiorespiratory fitness significantly decreases after rapid ascent to high altitude,and the baseline NT-proBNP level at plain altitude is closely related to cardiorespiratory fitness at high altitude,making it a potential predictor indicator for high altitude cardiorespiratory fitness.
9.Experimental Study on the Mechanism of ACSL4 Inhibition of Sevoflurane-induced Neuronal Iron Death through the AMPK/mTOR Pathway
Cheng LIU ; Juan ZHAO ; Qian JIA ; Shengchun XIE ; Bin LUO ; Guanfeng WEI
Journal of Modern Laboratory Medicine 2024;39(6):67-72
Objective To investigate the role and mechanism of acyl-CoA syntbetase long chain family member 4(ACSL4)in Sevoflurane(Sev)induced neuronal cell damage.Methods Human neuroblastoma SH-SY5Y cells were used as the research object,and control group(dimethyl sulfoxide,10 μmol/L),Sev group and Sev+iron death inhibitor Ferrostatin-1(Fer-1,10 μmol/L)group were set up.CCK-8 method was used to detect cell activity in each group.4.1%Sev exposed postoperative cognitive dysfunction model was constructed in vitro and divided into Ctrol group,Sev group,Sev+si-NC group,Sev+si-ACSL4 group,and Sev+si-ACSL4+compound C group according to the transfection category.The contents of Malonaldehyde(MDA),4-hydroxynonenal(4-HNE),Glutathione(GSH)and Fe2+in each group were detected by colorimetry.The level of reactive oxygen species was detected using a 2',7'-dichlorofluorescein diacetate(DCFH-DA)fluorescent probe.Real time fluorescence quantitative PCR(qRT-PCR)was used to detect the mRNA expression of ACSL4,glutathione peroxidase 4(GPX4),and solute carrier family 7 member 11(SLC7A11).Protein immunoblotting was used to detect the expression of ACSL4,GPX4,adenosine 5'-monophosphate activated protein kinase(AMPK),phosphorylated(p)-AMPK,mammalian target of rapamycin(mTOR)and p-mTOR proteins.Results CCK-8 results showed that the cell viability of Sev group(0.41±0.11)was significantly lower than that of control group(0.98±0.07),and the cell viability of Sev+Fer-1 group(0.83±0.09)was significantly higher than that of Sev group(0.41±0.11),and the differences were statistically significant(t=7.572,5.118,all P<0.01).The levels of Fe2+,MDA,4-HNE,ROS and p-AMPK/AMPK ratios,as well as the mRNA and protein expression of ACSL4 in the Sev group cells,were higher than those in the Ctrol group(t=5.900,7.421,4.795,13.517,10.825,9.945,11.334),the GSH conten,p-mTOR/mTOR ratio,and mRNA and protein expression of SLC7A11 and GPX4 were lower than those in the Ctrol group(t=20.438,3.551,11.460,12.211,6.845,8.287),and the differences were statistically significant(all P<0.05)repectively.The levels of Fe2+,MDA,4-HNE,ROS,and p-AMPK/AMPK ratios,as well as the mRNA and protein expression of ACSL4 in the Sev+si-ACSL4 group,were lower than those in the Sev+si-NC group(t=3.818,3.164,3.054,4.465,13.088,7.918,9.737),the cell viability,GSH content,p-mTOR/mTOR ratio,and protein expression of SLC7A11 and GPX4 were higher than those in the Sev+si-NC group(t=2.912,7.248,7.574,20.092,5.915),and the differences were statistically significant(all P<0.05),respectively.The cell viability,GSH content,SLC7A11,and GPX4 protein expression in the Sev+si-ACSL4+compound C group were lower than those in the Sev+si-ACSL4 group(t=4.435,8.521,4.522,8.767),while the levels of Fe2+,MDA,4-HNE,and ROS were higher than those in the Sev+si-ACSL4 group(t=10.046,4.004,2.957,3.752),and the differences were statistically significant(all P<0.05).Conclusion Inhibiting ACSL4 expression attenuates Sev-induced iron death in SH-SY5Y cells by activating the AMPK/mTOR signaling pathway.
10.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.

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