1.Mechanism study of impaired homocysteine transsulfuration metabolism in sepsis
He HUANG ; Ruofan WU ; Zhengkang SHI ; Yi HONG ; Ziwei FAN ; Dan FAN ; Jie LU ; Shuiyan WU ; Xiaoou HOU ; Lifang HU ; Zhenjiang BAI
Chinese Pediatric Emergency Medicine 2023;30(12):930-936
Objective:To investigate the clinical significance and possible mechanisms of elevated homocysteine(Hcy) levels in peripheral blood of children with sepsis.Methods:The clinical data of 51 children with sepsis (sepsis group) admitted to PICU at Xuzhou Children′s Hospital from January 2019 to December 2019 were analyzed, and the levels of Hcy in plasma were compared with 50 non-septic children (common infection group) and 50 healthy children (healthy control group) during the same period.The possible mechanism of metabolic disorders about Hcy was analyzed by detecting the levels of the key rate-limiting enzymes cystathionine-β-synthase(CBS) and cystathionine-γ-lyase(CSE), which were in the downstream of metabolism in septic mouse model induced by lipopolysaccharide.Results:The level of Hcy in plasma was (12.62±5.46)μmol/L in sepsis group, which was significantly higher than those in common infection group[(9.42±2.28) μmol/L] and healthy control group[(8.14±1.60) μmol/L]( P<0.05). The level of Hcy in plasma of 12 children with acute kidney injury in sepsis group was significantly higher than that of 39 children without acute kidney injury in sepsis group[(16.48±5.87)μmol/L vs.(11.62±4.74) μmol/L, P<0.05]. The level of Hcy in plasma of six children with acute liver failure in sepsis group was significant higher than that of 45 children without acute liver failure in sepsis group[(18.35±7.10) μmol/L vs.(11.84±4.78) μmol/L, P<0.05]. The level of Hcy in serum significantly increased in septic mouse models ( P<0.01). The transcription and protein expression levels of key rate-limiting Hcy transcription enzymes CBS and CSE in liver and kidney tissues of septic mouse were significantly down-regulated ( P<0.05). Conclusion:The level of Hcy in peripheral blood of children with sepsis increases, which is more obviously in children with acute kidney injury or acute liver injury.When patients developed sepsis, the expression of CBS and CSE will be restrained, leading to disorders related to transsulfuration metabolism and elevated level of Hcy in peripheral blood.
2.Ethical discussions and philosophical reflections on the application of artificial intelligence-assisted diagnosis
Jiaming LI ; Xi ZHANG ; Li YANG ; Ziwei WU ; Li HOU
Chinese Medical Ethics 2024;37(9):1037-1045
The thinking process of medical diagnosis requires a comprehensive and analytical judgment.However,in both judgment processes,human thinking has inevitable limitations.With the development of artificial intelligence(AI)technology,symbolism and connectionism can effectively compensate for the deficiencies of human thinking in some respects,making more accurate diagnostic judgments,but they also have their limitations.It is conceivable that the integration and development of symbolism and connectionism will assist in enhancing the capabilities of medical-assisted diagnosis.However,there is still a tension between accuracy,transparency,and interpretability regarding the application of connectionism in AI,and many concerns about AI have arisen due to its lack of transparency and interpretability.By sorting out the thought process of medical diagnosis,organizing the differences among various AI paradigms and the changes in semantic philosophy and truth concepts behind AI,ethical concerns about the application of AI can be alleviated to a certain extent,and the practical application of AI in the field of medical diagnosis can be promoted.
3.Prevalence and clinical characteristics of atrial fibrillation in hospitalized patients with coronary artery disease and hypertension: a cross-sectional study from 2008 to 2018
Qian XIN ; Sijin ZHANG ; Chi WANG ; Siyu YAO ; Cuijuan YUN ; Yizhen SUN ; Ziwei HOU ; Miao WANG ; Maoxiang ZHAO ; Lu TIAN ; Yanjie LI ; Zekun FENG ; Hao XUE
Chinese Medical Journal 2023;136(5):588-595
Background::The clinical characteristics of patients with the comorbidities of hypertension and coronary artery disease (HT-CAD) and atrial fibrillation (AF) are largely unknown. This study aimed to investigate the prevalence of AF in patients with HT-CAD and clinical characteristics of patients with both HT-CAD and AF.Methods::This cross-sectional study was conducted in Chinese People’s Liberation Army General Hospital in Beijing, China, and included 20,747 inpatients with HT-CAD with or without AF from August 2008 to July 2018. We examined the overall prevalence, clinical characteristics, comorbidity profiles, treatment patterns, and blood pressure (BP) control of patients with both HT-CAD and AF. Multivariate logistic regression was used to investigate the associations of cardiovascular risk factors with AF in patients with HT-CAD.Results::The overall prevalence of AF in patients with HT-CAD was 4.87% (1011/20,747), and this increased with age; to be specific, the prevalence in women and men increased from 0.78% (2/255) and 1.02% (26/2561) at the age of <50 years to 8.73% (193/2210) and 10.28 % (298/2900) at the age of ≥70 years, respectively. HT-CAD patients who had AF had a higher prevalence of cardiovascular-related comorbidities than those without AF. Multivariate logistic regression showed that age, gender (male), body mass index, heart failure, and chronic kidney disease were independently associated with the risk of AF in patients with HT-CAD. For those with both HT-CAD and AF, 73.49% (743/1011) had a CHA 2DS 2-VASc score of ≥4, and only about half of them had the BP controlled at <140/90 mmHg, which indicated a high risk of thromboembolism and stroke. The use of oral anticoagulation increased during the study period (10.00% [20/200] in 2008 to 2011 vs. 30.06% [159/529] in 2015 to 2018, P < 0.01), but remained at a relatively low level. Conclusions::AF is highly prevalent among patients with HT-CAD. Patients with both HT-CAD and AF have a higher prevalence of cardiovascular-related comorbidities, lower BP control rate, and lower use of oral anticoagulation.
4.Association between triglyceride glucose index and all-cause mortality in elderly patients with hypertension and coronary artery disease
Lu TIAN ; Chi WANG ; Maoxiang ZHAO ; Yanjie LI ; Zekun FENG ; Lihua LAN ; Yizhen SUN ; Ziwei HOU ; Hao XUE
Chinese Journal of Laboratory Medicine 2024;47(5):506-513
Objective:To investigate the association between triglyceride-glucose (TyG) index and all-cause mortality in elderly patients with hypertension and coronary artery disease.Methods:This was a retrospective cohort study, a total of 5 640 elderly inpatients (≥65 years) with hypertension and coronary artery disease who were admitted to the Department of Cardiology, Liberation Army General Hospital from August 2008 to July 2018 were enrolled in this study. The baseline clinical data of the patients were collected and the TyG index was calculated. Patients were divided into four groups according to their TyG index quartiles: TyG index<8.31 ( Q1 group, n=1 392), 8.31≤TyG index<8.67 ( Q2 group, n=1 417), 8.67≤TyG index<9.07 ( Q3 group, n=1 427), and TyG index≥9.07 ( Q4 group, n=1 404). All patients were followed up by obtaining outpatient/rehospitalization records or by telephone. The primary endpoint was all-cause mortality. Log-rank test was used to compare the cumulative all-cause mortality among groups. Cox proportional hazard regression model was used to analyze the risk of all-cause mortality in each group (the Q2 group with the lowest all-cause mortality was used as a reference), after adjusting for confounding factors, Restricted cubic spline analysis (RCS) was used to determine the association between TyG index and risk of all-cause mortality. Results:During a follow-up of 6.44 (4.70, 8.85) years, 1 037 all-cause deaths (18.39 %) were documented. The cumulative all-cause mortality in Q1- Q4 groups was 16.52%, 16.51%, 17.59% and 22.93%, respectively, and the difference was statistically significant ( χ2=26.49, P<0.01). In the Cox regression model, compared with Q2 group (reference), the HR (95% CI) for all-cause mortality was 1.06 (0.88-1.28) in the Q1 group, 1.23 (1.02-1.48) in the Q3 group and 1.48 (1.23-1.77) in the Q4 group, respectively ( P for trend<0.01). RCS curve analysis showed that when the TyG index was greater than 8.67, the risk of all-cause mortality increased with the TyG index, and there was a linear relationship between TyG index and all-cause mortality in this patient cohort (non-linearity P=0.31). Conclusion:The elevated TyG index is significantly associated with a higher risk for all-cause mortality in elderly hypertension and coronary artery disease patients.
5. Surgical treatment of ciliated muconodular papillary tumor of the lung: a report of 11 cases
Ziwei WAN ; Wei HUANG ; Gening JIANG ; Likun HOU
Chinese Journal of Thoracic and Cardiovascular Surgery 2019;35(9):520-522
Objective:
To investigate the clinical features of ciliated muconodular papillary tumor(CMPT) of the lung.
Methods:
We retrospectively reviewed 11 cases with final pathology being diagnosed as CMPT in our department from April 2017 to April 2018. There were 8 males and 3 females with a mean age of(63.7±5.6) years. The clinical data, histopathological features, treatment, and prognosis were reviewed. All patients received CT scan before operation.
Results:
The radiological features of CMPT include: located peripherally and most in right lower lobe; most CMPT lesions are GGO, some with air spaces in center and few being solid. All patients underwent video-assisted thoracic surgery(VATS) successfully, and there were no severe perioperative complications. The mean operating time was(78.0±28.2) min. The mean blood loss was(37.3±14.9) ml. The mean postoperative hospital stays were(3.45±0.93) days. Pathology examination of all patients were CMPT. Follow-up time ranged from 6 to 18 months and no recurrence was found.
Conclusion
CMPT is rare tumor, without specific clinical manifestation, but sometimes misdiagnosed as adenocarcinoma in situ or minimally invasive adenocarcinoma. VATS is feasible and safe for CMPT, and the prognosis is good.
6.Machine-learning-based models assist the prediction of pulmonary embolism in autoimmune diseases: A retrospective, multicenter study
Ziwei HU ; Yangyang HU ; Shuoqi ZHANG ; Li DONG ; Xiaoqi CHEN ; Huiqin YANG ; Linchong SU ; Xiaoqiang HOU ; Xia HUANG ; Xiaolan SHEN ; Cong YE ; Wei TU ; Yu CHEN ; Yuxue CHEN ; Shaozhe CAI ; Jixin ZHONG ; Lingli DONG
Chinese Medical Journal 2024;137(15):1811-1822
Background::Pulmonary embolism (PE) is a severe and acute cardiovascular syndrome with high mortality among patients with autoimmune inflammatory rheumatic diseases (AIIRDs). Accurate prediction and timely intervention play a pivotal role in enhancing survival rates. However, there is a notable scarcity of practical early prediction and risk assessment systems of PE in patients with AIIRD.Methods::In the training cohort, 60 AIIRD with PE cases and 180 age-, gender-, and disease-matched AIIRD non-PE cases were identified from 7254 AIIRD cases in Tongji Hospital from 2014 to 2022. Univariable logistic regression (LR) and least absolute shrinkage and selection operator (LASSO) were used to select the clinical features for further training with machine learning (ML) methods, including random forest (RF), support vector machines (SVM), neural network (NN), logistic regression (LR), gradient boosted decision tree (GBDT), classification and regression trees (CART), and C5.0 models. The performances of these models were subsequently validated using a multicenter validation cohort.Results::In the training cohort, 24 and 13 clinical features were selected by univariable LR and LASSO strategies, respectively. The five ML models (RF, SVM, NN, LR, and GBDT) showed promising performances, with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.962-1.000 in the training cohort and 0.969-0.999 in the validation cohort. CART and C5.0 models achieved AUCs of 0.850 and 0.932, respectively, in the training cohort. Using D-dimer as a pre-screening index, the refined C5.0 model achieved an AUC exceeding 0.948 in the training cohort and an AUC above 0.925 in the validation cohort. These results markedly outperformed the use of D-dimer levels alone.Conclusion::ML-based models are proven to be precise for predicting the onset of PE in patients with AIIRD exhibiting clinical suspicion of PE.Trial Registration::Chictr.org.cn: ChiCTR2200059599.
7.Study on HPLC Fingerprints of Nauclea officinalis Extract Syrup and Content Determination of 9 Components
Huan LIU ; Xinmiao YU ; Yue WANG ; Jiayue WANG ; Xing LYU ; Lijuan HOU ; Ziwei LIN ; Lixin SUN
China Pharmacy 2019;30(14):1940-1945
OBJECTIVE: To establish HPLC fingerprints of Nauclea officinalis extract syrup, and to determine the contents of 9 components. METHODS: HPLC method was adopted. The determination was performed on Diamonsil C18(2)column with mobile phase consisted of acetonitrile-0.1% phosphoric acid solution (gradient elution) at the flow rate of 1.0 mL/min. The detection wavelength was set at 240 nm, and column temperature was 30 ℃. The sample size was 10 μL. Using strictosamide as reference, HPLC chromatograms of 20 batches of N. officinalis extract syrup were drawn. The similarity of HPLC chromatograms were evaluated by using TCM Fingerprint Similarity Evaluation System (2004A edition) to confirm common peaks. The contents of 9 components were determined by standard curves. RESULTS: There were 26 common peaks in 20 batches of HPLC chromatograms, and the similarity was higher than 0.98. Compared with mixed control, 9 chemical components were identified, such as 3,4-dihydroxybenzoic acid, neochlorogenic acid, loganic acid, chlorogenic acid, cryptochlorogenic acid, swertioside, pumiloside, strictosamide and vincosamide. The linear range of 9 components were 17.24-275.84, 7.56-120.96, 15.40-246.40, 7.84-125.44, 8.64-138.24, 7.96-127.36, 8.40-134.40, 48.56-776.96, 4.16-66.56 μg/mL(all r≥0. 999), respectively. The limits of detection were 0.043 1, 0.126 0, 0.038 5, 0.130 7, 0.144 0, 0.066 3, 0.070 0, 0.012 1, 0.052 0 μg/mL, respectively. The limits of quantitation were 0.215 5, 0.189 0, 0.077 0, 0.196 0, 0.288 0, 0.132 7, 0.105 0, 0.097 6, 0.138 7 μg/mL, respectively. RSDs of precision, stability and reproducibility tests were all lower than 2.0% (n=6). Average recoveries were 99.6%、106.3%、100.1%、102.0%、98.4%、100.0%、99.3%、100.6% and 101.2%, and RSDs were 1.20%、0.24%、0.59%、1.00%、0.73%、1.30%、1.10%、1.80%、1.90%(n=6). CONCLUSIONS: Established HPLC fingerprints and quantitative determination method of N. officinalis extract syrup are accurate, specific and sensitive. It can provides reference for quality control of N. officinalis extract syrup.
8.Exploring the Effects and Mechanisms of Liver Failing to Control Dispersion Caused by Long-Term Negative Emotion Accumulation on Working Memory in Normal People Based on ERPs Technique
Linpei XU ; Lile ZHOU ; Yong LIU ; Junlin HOU ; Ziwei ZHAO ; Jinchai DENG ; Zhongpeng QIN ; Anqi GAO ; Gege WANG ; Xianghong ZHAN
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(8):2668-2676
Objective Using event-related potentials(ERPs),to study the effect and mechanism of negative emotion accumulation hepatic insufficiency on working memory in normal people.Methods Fifty subjects in each of the emotionally stable group and emotionally unstable group were given two load tasks(0-back and 1-back)in the N-back paradigm,the reaction time and correct rate were recorded,and the ERPs components N200 and P300 were detected.The latency and amplitude of P300 were analyzed statistically.Results ①Compared with the emotionally stable group,the emotionally unstable group had a longer reaction time(P<0.05).②Compared with the emotionally stable group,the subjects in the emotionally unstable group had prolonged N200 latency,decreased P300 amplitude significantly(P<0.05),and P300 latency had a tendency to extend(P<0.1).Conclusion Long-term accumulation of negative emotions and liver failure in normal people have the performance of decreased working memory,which may be related to the reduction of attention resource allocation and the impairment of cognitive processing function.
9. Therapeutic effect of different doses of bevacizumab on radiation brain necrosis
Xiangkun YUAN ; Guangying HOU ; Yongxia ZHANG ; Lei GAO ; Jianwei HU ; Junjun MIAO ; Ziwei QI
Chinese Journal of Radiological Medicine and Protection 2019;39(10):768-771
Objective:
To evaluate the efficacy and safety of bevacizumab in the treatment of radiation brain necrosis, and to provide guidance for rational clinical application.
Methods:
A retrospective analysis was made of 14 patients with radiation brain necrosis who had failed to receive mannitol and hormone treatment or had been treated for the first time. All the patients were divided into two groups according to different treatment regimens (5.0 mg/kg repeated every 14 d and 7.5 mg/kg repeated every 21 d). The changes of enhanced lesions in MRI T1W1 phase and edema in T2W1 phase were compared separately in the two groups. The clinical symptoms, changes of KPS score and adverse drug reactions were recorded.
Results:
Totally 14 patients completed at least two cycles of treatment. After two cycles of treatment, the KPS scores of both groups were improved. The KPS scores of 5.0 mg/kg group were increased by 31.66 points on average compared with those before treatment. The KPS scores of 7.5 mg/kg group were increased by 27.50 points on average compared with those before treatment. The volume of CRN lesions were decreased(46.0±9.4)%(
10.MICM classification for a case of acute myelomonocytic leukemia M
Liping HOU ; Yongping PENG ; Xiaoli SU ; Miaojuan FENG ; Ziwei CHANG ; Shan GAO ; Shuchun YU ; Zhiqiang TIAN ; Yan YU ; Xiaoli XIN ; Wenjing CUI ; Yaping ZHAO ; Guangxun GAO ; Huafeng ZHU
Chinese Journal of Clinical Laboratory Science 2019;37(6):497-471
Objective:
To describe the MICM (morphology, immunology, cytogenetics and molecular biology) characteristics of a case of acute myelomonocytic leukemia M 4C .
Methods:
The medical history data of the case of M 4C admitted to our hospital was reviewed. The results of bone marrow cell morphology, cytochemical stains, bone marrow biopsy, immunophenotype, cytogenetics, molecular test and NGS (next-generation sequencing) of the case were analyzed.
Results:
The bone marrow smear showed markedly active proliferation of bone marrow cells in which the myelomonocytic cells accounted for 85.6%. Cytochemical stains showed peroxidase (POX) stain partially and weakly positive; specific esterase AS-DCE partially positive; non-specific esterase α-NBE partially positive and smothered by sodium fluoride; non-specific esterase AS-DAE partially positive and smothered by sodium fluoride. Bone marrow biopsy showed hyperproliferative cells and diffused hyperplasia of blasts. Immunophenotype analysis showed that the abnormal cell population was positive for CD11B, CD64, CD56, cMPO, CD33, CD41, CD61, CD38 and CD58, but negative for CD13, CD34, CD117, CD7, CD123, HLA-DR, CD10, CD19, CD20, CD2, CD14, CD235, CD15, CD303, CD304, CD25, cCD79a, cCD3, cCD22, CD1a and TDT. Cytogenetic analysis showed 47, XY, t(9;11) (p22;q23),+mar. The molecular test for leukemia showed MLLT3/KMT2A gene rearrangement. NGS showed NRAS and TET2 mutation. The case was finally diagnosed as AML (acute myelomonocytic leukemia) M 4C with t(9;11)(p22;q23), MLLT3-KMT2A.
Conclusion
Leukemia M 4C may show the characteristics of both granulocytes and monocytes with complex morphological features. The combined examination of MICM should be necessary for the diagnosis of M 4C with great significance.