1.Correlation between body compositions and cardiopulmonary fitness in patients with coronary heart disease
Yang LI ; Jun MA ; Yihong DU ; Li XU ; Hanfen CHEN ; Xunhan QIU ; Meng JIANG ; Jun PU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(1):72-78
Objective·To explore the correlation between body compositions and cardiovascular fitness(CRF)in patients with coronary heart disease(CHD).Methods·The CHD patients(CHD group)who underwent elective percutaneous coronary intervention treatment at Renji Hospital,Shanghai Jiao Tong University School of Medicine from October 2022 to June 2023 as well as healthy people(control group)were selected.All the participants completed cardiopulmonary exercise testing(CPET)to determine CRF and bioelectrical impedance analysis(BIA)to determine body compositions on the same day.Results·A total of 191 patients with coronary heart disease and 188 healthy individuals were included.There was no statistically significant difference in baseline characteristics between the two groups.Compared with the control group,the CRF indicators of the CHD group were significantly reduced(all P<0.05).In terms of body composition indicators,the trunk muscle mass(TMM)of the CHD group was significantly lower than that of the control group(P<0.01),and the trunk fat mass(TFM)was significantly higher than that of the control group(P<0.01).Correlation analysis showed that TMM(R=0.538),lower limbs muscle mass(LMM)(R=0.754),and lower limbs fat mass(LFM)(R=0.593)were positively correlated with peak oxygen uptake per kilogram of bodyweight(VO2peak/kg)in the CHD group(all P<0.01),while TFM(R=-0.563)was negatively correlated with VO2peak/kg(P<0.01).There was no statistically significant correlation between other body composition indicators and VO2peak/kg.According to VO2peak/kg,the CHD patients were divided into low CRF group,medium CRF group,and high CRF group.The results showed that there were statistically significant differences in LMM,TMM,LFM,and TFM among the three groups of patients(all P<0.05).Multiple linear regression analysis suggested that age,gender,TMM,TFM,LMM,and LFM were related factors of VO2peak/kg in the patients with CHD.The VO2peak/kg of CHD patients increased with the increase of TMM,LMM,and LFM and the decrease of age and TFM;the female patients had lower VO2peak/kg compared to the males.Conclusion·The CRF of CHD patients is significantly lower than that of the healthy population,with higher TFM and lower TMM;in the CHD patients,CRF is negatively correlated with TFM and positively correlated with TMM,LMM,and LFM.
2.Short-axis cine cardiac magnetic resonance images-derived radiomics for hypertrophic cardiomyopathy and healthy control classification
Qiming LIU ; Qifan LU ; Yezi CHAI ; Meng JIANG ; Jun PU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(1):79-86
Objective·To analyze the differences and classify hypertrophic cardiomyopathy(HCM)patients and healthy controls(HC)using short-axis cine cardiac magnetic resonance(CMR)images-derived radiomics features.Methods·One hundred HCM subjects were included,and fifty HC were randomly selected at 2∶1 ratio during January 2018 to December 2021 in the Department of Cardiology,Renji Hospital,Shanghai Jiao Tong University School of Medicine.The CMR examinations were performed by experienced radiologists on these subjects.CVI 42 post-processing software was used to obtain left ventricular morphology and function measurements,including left ventricular ejection fraction(LVEF),left ventricular end-diastolic volume(LVEDV)and left ventricular end-diastolic mass(LVEDM).The 3D radiomic features of the end-diastolic myocardial region were extracted from short-axis images CMR cine.The distribution of the radiomic features in the two groups was analysed and machine learning models were constructed to classify the two groups.Results·One hundred and seven 3D radiomic features were selected and extracted.After exclusion of highly correlated features,least absolute shrinkage and selection operator(LASSO)was used,and a 5-fold cross-validation was performed.There were still 11 characteristics with non-zero coefficients.The K-best method was used to decide the top 8 features for subsequent analysis.Among them,four features were significantly different between the two groups(all P<0.05).Support vector machine(SVM)and random forest(RF)models were constructed to discriminate the two groups.The results showed that the maximum area under the curve(AUC)for the single-feature model(first order grayscale:entropy)was 0.833(95%CI 0.685?0.968)and the maximum accuracy for the multi-feature model was 83.3%with an AUC of 0.882(95%CI 0.705?0.980).Conclusion·There are significant differences in both left ventricular function and left ventricular morphology between HCM and HC.The 3D myocardial radiomic features of the two groups are also significantly different.Although single feature is able to distinguish the two groups,the combination of multi-features show better classification performance.
3.Evaluation of machine learning prediction of altered inflammatory metabolic state after neoadjuvant therapy for breast cancer
Qizhen WU ; Qiming LIU ; Yezi CHAI ; Zhengyu TAO ; Yinan WANG ; Xinning GUO ; Meng JIANG ; Jun PU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(9):1169-1181
Objective·To develop a machine learning approach for early identification of metabolic syndromes associated with inflammatory metabolic state changes in breast cancer patients after neoadjuvant therapy,using common laboratory and transthoracic echocardiography indices.Methods·Female patients with primary invasive breast cancer diagnosed at the Department of Breast Surgery,Renji Hospital,Shanghai Jiao Tong University School of Medicine,between September 2020 and September 2022,were included.General patient information,laboratory test results,and transthoracic echocardiography data were collected.After feature extraction,five machine learning algorithms,including random forest(RF),gradient boosting(GB),support vector machine(SVM),K-nearest neighbor(KNN),and decision tree(DT),were applied to construct a prediction model for the changes of the patients' metabolic state after neoadjuvant therapy,and the prediction performances of the five models were compared.Results·A total of 232 cases with valid clinical data were included,comprising 135 cases before neoadjuvant therapy and 97 cases after completing 4 cycles of neoadjuvant therapy.Feature extraction identified five key features:white blood cell count,hemoglobin,high-density lipoprotein(HDL),interleukin-2 receptor,and interleukin-8.In the multi-feature analysis,the area under the receiver operating characferistic curve(AUC)was higher in the combination of white blood cell count,hemoglobin and HDL compared to the combination of interleukin-2 receptor and interleukin-8(RF:0.928 vs 0.772,GB:0.900 vs 0.792,SVM:0.941 vs 0.764,KNN:0.907 vs 0.762,DT:0.799 vs 0.714).The RF,SVM,and GB models showed higher AUC(0.928,0.941,0.900)and accuracy(0.914,0.897,0.776).The SVM model exhibited superior accuracy in the training data compared to the RF and GB models(P=0.394,0.122 and 0.097,respectively).Conclusion·The SVM model can be used to establish a prediction model for identifying breast cancer patients at high risk of developing inflammatory metabolic state-related metabolic syndrome after neoadjuvant therapy by incorporating five common clinical indicators,namely,white blood cell count,hemoglobin,high-density lipoprotein,interleukin-2 receptor,and interleukin-8.SVM modeling may be useful for clinicians to establish individualized screening protocols based on a patient's inflammatory metabolic state.
5.Development of evaluation index system for community screening and referral procedure of patients with chronic heart failure
Huimin DAI ; Jun PU ; Meng JIANG ; Lan TANG
Chinese Journal of General Practitioners 2022;21(4):324-330
Objective:To develop an evaluation index system for community screening and referral procedure of patients with chronic heart failure.Methods:Experts in fields of medical education, health administration and various clinical specialties were selected from Shanghai through the purpose sampling method. Two rounds of expert consultation with Delphi method were conducted during October 2020 to February 2021, the contents of consultation included the importance and availability of the index system. According to the consultation results, the index system for community screening and referral procedure of patients with chronic heart failure was developed.Results:A total of 16 experts participated in the consultation, among whom 15 held senior or associate senior titles and 14 had worked for 20 years. The recovery rates of valid questionnaires of two rounds expert of consultation were 16/16. The familiarity and judgment coefficient were 0.82 and 0.90 in the first round of expert consultation, and 0.86 and 0.90 in the second round. The expert consultation coordination coefficient of the importance in the community screening and referral procedure were 0.652 and 0.462 for the first consultation; 0.741 and 0.525 for the second consultation. In the final version of the evaluation index system there were 7 first-level indicators, 15 secondary indicators and 3 conditions for screening; and 2 first-level indicators, 5 secondary indicators and 1 condition for referral.Conclusion:In this study the positivity coefficient and authority degree of experts are high; the opinions are relatively concentrated. The consultation results have a high rationality and feasibility, which would be applicable for assessment of community screening and referral procedure of patients with chronic heart failure.
6.Progress on clinical trials of common gastrointestinal cancer drugs in China from 2012 to 2021.
Hui Yao HUANG ; Da Wei WU ; Qi ZHU ; Yue YU ; Hai Xue WANG ; Jun WANG ; Man GA ; Xin Yu MENG ; Jing Ting DU ; Shuang Man MIAO ; Zhi Xia ZHAO ; Xin WANG ; Pu SHANG ; Min Jiang GUO ; Li Hong LIU ; Yu TANG ; Ning LI ; Cai CAO ; Bing He XU ; Yan SUN ; Jie HE
Chinese Journal of Oncology 2022;44(3):276-281
Objective: Systematically summarize the research progress of clinical trials of gastric cancer oncology drugs and the overview of marketed drugs in China from 2012 to 2021, providing data and decision-making evidence for relevant departments. Methods: Based on the registration database of the drug clinical trial registration and information disclosure platform of Food and Drug Administration of China and the data query system of domestic and imported drugs, the information on gastric cancer drug clinical trials, investigational drugs and marketed drugs from January 1, 2012 to December 31, 2021 was analyzed, and the differences between Chinese and foreign enterprises in terms of trial scope, trial phase, treatment lines and drug type, effect and mechanism studies were compared. Results: A total of 114 drug clinical trials related to gastric tumor were registered in China from 2012 to 2021, accounting for 3.7% (114/3 041) of all anticancer drug clinical trials in the same period, the registration number showed a significant growth rate after 2016 and reached its peak with 32 trials in 2020. Among them, 85 (74.6%, 85/114) trials were initiated by Chinese pharmaceutical enterprise. Compared with foreign pharmaceutical enterprise, Chinese pharmaceutical enterprise had higher rates of phase I trials (35.3% vs 6.9%, P=0.001), but the rate of international multicenter trials (11.9% vs 67.9%, P<0.001) was relatively low. There were 76 different drugs involved in relevant clinical trials, of which 65 (85.5%) were targeted drugs. For targeted drugs, HER2 is the most common one (14 types), followed by PD-1 and multi-target VEGER. In the past ten years, 3 of 4 marketed drugs for gastric cancer treatment were domestic and included in the national medical insurance directory. Conclusions: From 2012 to 2021, China has made some progress in drug research and development for gastric carcinoma. However, compared with the serious disease burden, it is still insufficient. Targeted strengthening of research and development of investment in many aspects of gastric cancer drugs, such as new target discovery, matured target excavating, combination drug development and early line therapy promotion, is the key work in the future, especially for domestic companies.
China
;
Gastrointestinal Agents/therapeutic use*
;
Gastrointestinal Neoplasms
;
Humans
;
Pharmaceutical Preparations
;
United States
;
United States Food and Drug Administration
7.Historical Evolution and Clinical Application of Classical Prescription Xiao Xumingtang
Jin ZENG ; Yu-ting YANG ; Meng-lei WANG ; Ping CHEN ; Yan-mei SHENG ; Yu-mei YAN ; Ai-jun ZHANG ; Hong-mei ZHU ; Ying DAI ; Zhu-jun YIN ; Li LI ; Yao-hua LI ; Pu-yan LI ; Jun-ning ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(6):182-191
Xiao Xumingtang in The Catalogue of Famous Ancient Classics (The First Batch) issued by the National Administration of Traditional Chinese Medicine is derived from the Important Prescriptions Worth a Thousand Gold for Emergency (Bei Ji Qian Jin Yao Fang) written by SUN Si-miao in the Tang dynasty. The present study systematically explored the origin, development, historical evolution, and clinical application of Xiao Xumingtang. As revealed by the results, Xiao Xumingtang as well as its analogues are primary prescriptions indicated for apoplexy before the Tang and Song dynasties and serve as the benchmark for the treatment of apoplexy. After the Song dynasty, due to the changes in the understanding of the pathogenesis of apoplexy and the limitations of the understanding of Xiao Xumingtang, its clinical application to apoplexy gradually decreased. In modern times, it has been re-recognized and applied, during which its clinical applications have undergone great changes. Its clinical applications are extensive, involving a variety of diseases related to the brain and nervous systems, such as stroke and its sequelae, peripheral facial paralysis, rheumatoid arthritis, hypertension, and other diseases related to the motor nervous system. Its primary indications are stroke and its sequelae, followed by peripheral facial paralysis. Other new indications are gradually found. This study is expected to provide references for the clinical application of Xiao Xumingtang and the transformation of new drugs.
8.Childhood Adversity Phenotypes and Risky Health Behaviors among Chinese Adolescents: Extending the Concept of Adversity.
Geng Fu WANG ; Meng Yuan YUAN ; Jun Jie CHANG ; Yong Han LI ; Pu Yu SU
Biomedical and Environmental Sciences 2022;35(8):699-710
OBJECTIVE:
To present an approach to phenotyping ACEs and explore the association between ACEs and adolescent health risky behaviors based on the social context of China.
METHODS:
Totally, 5,726 adolescents aged 12-18 years were investigated about their ACEs in the family, peer, school, and personal domains and the occurrence of six types of risky health behaviors (i.e., smoking, drinking, sexual intercourse, self-harm, and suicidal ideation and attempts). Latent class analysis (LCA) was used to explore the ACE patterns.
RESULTS:
Six latent classes of ACEs were identified, including low adversity, school adversity, school adversity and peer victimization, peer victimization, maltreatment and peer victimization, and high adversity, and associated with risky health behaviors in adolescents. Being physically punished by a teacher, experiencing sexual abuse, and experiencing family trauma most strongly differentiated from the six ACE classes and were correlated with an increased risk for risky adolescent health behaviors.
CONCLUSION
This study supports a positive association between ACEs and risky adolescent health behaviors. Peer victimization, school adversity and associated contexts need to be considered in future ACE studies.
Adverse Childhood Experiences
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Health Risk Behaviors
;
Humans
;
Phenotype
;
Self-Injurious Behavior/epidemiology*
9.The effect of healthy dietary patterns on male semen quality: a systematic review and meta-analysis.
Lei-Lei CAO ; Jun-Jie CHANG ; Shao-Jie WANG ; Yong-Han LI ; Meng-Yuan YUAN ; Geng-Fu WANG ; Pu-Yu SU
Asian Journal of Andrology 2022;24(5):549-557
The incidence of infertility has recently risen. Semen quality is an important male fertility indicator, and dietary factors can affect semen quality. We conducted this systematic review and meta-analysis to determine the effects of healthy dietary patterns on semen quality. A literature search was conducted in 3 databases (Embase, Web of Science and PubMed) on August 21, 2021. The included cross-sectional studies examined the influence of the Mediterranean, Dietary Approaches to Stop Hypertension (DASH), and prudent diet patterns on semen quality parameters; six studies (1244 subjects) were included. By comparing high consumption with low consumption of healthy dietary patterns, the results of the meta-analysis showed significantly higher sperm concentrations (mean difference [MD] = 6.88 × 106 ml-1, 95% confidence interval [CI]: 1.26 × 106 ml-1-12.49 × 106 ml-1; P < 0.05), a significant increase in total sperm count (MD = 16.70 × 106, 95% CI: 2.37 × 106-31.03 × 106; P < 0.05), and a significant increase in progressive sperm motility (MD = 5.85%, 95% CI: 2.59%-9.12%; P < 0.01). The sperm concentration, progressive sperm motility, and total sperm count were significantly higher in men with higher versus lower consumption of healthy dietary patterns. However, the results must be interpreted with caution.
Cross-Sectional Studies
;
Humans
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Infertility, Male
;
Male
;
Semen
;
Semen Analysis
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Sperm Count
;
Sperm Motility
;
Spermatozoa
10.Efficacy of Han-uvulopalatopharyngoplasty (HUPPP) combined with radiofrequency ablation of tongue base or HUPPP with traction of tongue base on moderate to severe patients with obstructive sleep apnea hypopnea syndrome (OSAHS):a multicenter randomized controlled trial.
Wen Jun YU ; Hua Ming ZHU ; Hua Jun XU ; Jian Yin ZOU ; Xin Yi LI ; Yu Pu LIU ; Li Li MENG ; Su Ru LIU ; Jian GUAN ; Hong Liang YI ; Ji Ping LI ; Pin DONG ; Shan Kai YIN
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2021;56(12):1248-1255
Objective: To compare the therapeutic efficacy of Han-uvulopalatopharyngoplasty (HUPPP) combined with radiofrequency ablation of tongue base or HUPPP with traction of tongue base on moderate to severe patients with obstructive sleep apnea hypopnea syndrome (OSAHS). Methods: This is a multicenter randomized controlled trial. From March 2017 to July 2019, moderate to severe OSAHS patients from three clinical center in Shanghai who were intolerant to continuous positive airway pressure (CPAP) and with velopharyngeal and glossopharyngeal plane obstruction were enrolled in this study. According to the surgical type, they were 1∶1 randomized to HUPPP plus radiofrequency ablation of tongue base group (Ablation group) or HUPPP plus traction of tongue base group (Traction group). All patients completed over-night standard Polysomnography (PSG), upper-airway assessment (Friedman classification, Müller test, CT and cephalometric examination), preoperative routine examination, Epworth Sleepiness Scale (ESS) and Quebec sleep questionnaire (QSQ). Six to 12 months after operation, all the above-mentioned examinations were repeatedly performed. Changes of aforementioned variables before and after operation were assessed. Results: A total of 43 patients with moderate to severe OSAHS were enrolled in this study. One patient lost to follow-up, the remaining 21 were allocated to Ablation group and 21 were allocated to Traction group. The total therapeutic efficacy of all patients was 69.05% (61.90% in Ablation group and 76.19% in Traction group), but there was no statistical significance between the two groups (P= 0.317). The value of sleep scale score (ESS and QSQ), objective sleep variables (apnea-hypopnea index, oxygen saturation, percentage of time with blood oxygen less than 90% in total sleep time, oxygen desaturation index and micro-arousals) and upper airway cross-sectional area (palatopharyngeal and retrolingual area) of the two groups were improved (P<0.05), but the differences between the two groups were not statistically significant (P>0.05). Conclusion: For moderate to severe OSAHS who had glossopharyngeal plane obstruction, both HUPPP plus radiofrequency ablation of tongue base or HUPPP plus traction of tongue base are effective treatment for OSAHS, and the curative effect is similar. The choice of surgical type could be selected according to patient's or surgical conditions.
China
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Humans
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Oxygen Saturation
;
Radiofrequency Ablation
;
Sleep Apnea, Obstructive/surgery*
;
Tongue/surgery*
;
Traction

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