1.Construction and clinical application exploration of an artificial intelligence-based high-quality lung cancer surgery dataset
Xuhua HUANG ; Yunfeng NIE ; Liang SHEN ; Pengxu KONG ; Xin TAN ; Zihao LI ; Wang LV ; Min ZHOU ; Xudong LV ; Jian HU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(05):717-727
Objective To construct a lung cancer surgery-oriented disease-specific database covering the entire perioperative care pathway, thereby improving the quality and usability of key surgical data elements. Methods Real-world clinical data were extracted from a single-center thoracic surgery department. A standardized data model was established based on the open electronic health record (openEHR) standard. Large language model (LLM), optical character recognition (OCR), and artificial intelligence (AI)-driven techniques were employed to extract, structure, and perform quality control on unstructured clinical narratives, imaging reports, and radiological data, with a focus on capturing surgically relevant perioperative indicator. Results A multimodal database comprising 19 917 patients was established, including 7 930 males and 11 987 females, with ages ranging from 15 to 97 (61.7±9.7) years. The database includes 582 structured data variables, textual report data corresponding to 69 clinical indicators, 13 000 pulmonary function test PDF reports, and chest CT imaging data from 16 884 patients. This database comprehensively covers major information relevant to surgical diagnosis and treatment of lung cancer, significantly improving the completeness and granularity of surgical detail data. Large language models (LLMs) and optical character recognition (OCR) technologies enhanced the efficiency of converting unstructured data into structured formats, while a multi-level manual verification process ensured data accuracy and traceability. The database supports real-world research including comparisons of surgical procedures, prediction of postoperative complications, prognosis assessment, and multimodal data association analyses.
2.Effectiveness of Lianhua Qingwen Granule and Jingyin Gubiao Prescription in Omicron BA.2 Infection and Hospitalization: A Real-World Study of 56,244 Cases in Shanghai, China.
Yu-Jie ZHANG ; Guo-Jian LIU ; Han ZHANG ; Chen LIU ; Zhi-Qiang CHEN ; Ji-Shu XIAN ; Da-Li SONG ; Zhi LIU ; Xue YANG ; Ju WANG ; Zhe ZHANG ; Lu-Ying ZHANG ; Hua FENG ; Yan-Qi ZHANG ; Liang TAN
Chinese journal of integrative medicine 2025;31(1):11-18
OBJECTIVE:
To examine the effectiveness of Chinese medicine (CM) Lianhua Qingwen Granule (LHQW) and Jingyin Gubiao Prescription (JYGB) in asymptomatic or mild patients with Omicron infection in the shelter hospital.
METHODS:
This single-center retrospective cohort study was conducted in the largest shelter hospital in Shanghai, China, from April 10, 2022 to May 30, 2022. A total of 56,244 asymptomatic and mild Omicron cases were included and divided into 4 groups, i.e., non-administration group (23,702 cases), LHQW group (11,576 cases), JYGB group (12,112 cases), and dual combination of LHQW and JYGB group (8,854 cases). The length of stay (LOS) in the hospital was used to assess the effectiveness of LHQW and JYGB treatment on Omicron infection.
RESULTS:
Patients aged 41-60 years, with nadir threshold cycle (CT) value of N gene <25, or those fully vaccinated preferred to receive CM therapy. Before or after propensity score matching (PSM), the multiple linear regression showed that LHQW and JYGB treatment were independent influence factors of LOS (both P<0.001). After PSM, there were significant differences in LOS between the LHQW/JYGB combination and the other groups (P<0.01). The results of factorial design ANOVA proved that the LHQW/JYGB combination therapy synergistically shortened LOS (P=0.032).
CONCLUSIONS
Patients with a nadir CT value <25 were more likely to accept CM. The LHQW/JYGB combination therapy could shorten the LOS of Omicron-infected individuals in an isolated environment.
Humans
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Drugs, Chinese Herbal/therapeutic use*
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Male
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Female
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Middle Aged
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Adult
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China/epidemiology*
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Hospitalization
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COVID-19 Drug Treatment
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COVID-19/epidemiology*
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SARS-CoV-2
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Retrospective Studies
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Treatment Outcome
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Length of Stay
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Young Adult
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Aged
3.Nontarget Screening and Identification of Novel Per-and Polyfluoroalkyl Substances in Cosmetics Using Ultra-High Performance Liquid Chromatography-High-Resolution Mass Spectrometry
Xin-Ling LI ; Tao YANG ; Wen-Yao LIANG ; Jian-Hua TAN ; Xian-Zhi PENG
Chinese Journal of Analytical Chemistry 2025;53(4):640-651,中插23-中插28
Cosmetics may be an important source of human exposure to per-and polyfluoroalkyl substances(PFASs),posing risks to human health.In this study,a nontarget screening method for PFASs in cosmetics was developed using ultra-high performance liquid chromatography-high-resolution mass spectrometry(UHPLC-Q-Orbitrap HRMS)based on the Kendrick mass defect(KMD).The sample was extracted by ultrasonic assisted extraction prior to being analyzed by UHPLC-Q-Orbitrap HRMS.Acquisition of HRMS data was achieved in both full scan and data-dependent(Full MS/dd MS2)mode.The data collected by HRMS were imported into an in-lab built R script for processing.Samples retained the mass spectra peaks with KMD values in the range of 0.85-1 or 0-0.15 for in-and out-of-library matching;when KMD deviation(δKMD)<0.001 and CF 2 mass error(δMS)<15 ppm,it was considered as a potential PFASs homologues.According to matches of parent ions(MS),fragment ions(MS2)and retention time(RT)with the in-house built PFASs database,the screened and identified potential PFASs were categorized to 5 confidence levels(CL1-CL5).A total of 15 kinds of PFASs homologues with confidence level of CL3 and above were screened from 13 cosmetics products and 8 cosmetic raw materials,including perfluoroalkyl alcohol,hydroperfluoroalkyl sulfonic acid,chloroperfluoroalkyl sulfonic acid,etc.with concentrations ranging from 1.9 ng/g to 98.1 ng/g.The nontarget screening method could be used to screen and identify PFASs homologues feasibly and therefore provided data basis for management and control of PFASs addition in cosmetics.
4.Value of preoperative 18F-FDG PET metabolic heterogeneity parameters in predicting tumor deposits in colorectal cancer
Qiaoliang CHEN ; Jing CHEN ; Di LIANG ; Ruihe LAI ; Jian HE ; Shuangxiu TAN
Journal of Chinese Physician 2025;27(9):1376-1381
Objective:To explore the value of preoperative 18F-fluorodeoxyglucose ( 18F-FDG) positron emission tomography (PET) metabolic heterogeneity parameters in predicting tumor deposits (TD) in colorectal cancer (CRC). Methods:A retrospective analysis was conducted on 91 CRC patients who underwent surgical treatment at the Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School from February 2013 to March 2024. All patients underwent preoperative 18F-FDG PET/CT examination. The LIFEx-7.5.15 software was used to delineate the primary lesion with 40% of maximum standardized uptake value (SUV max) as the relative threshold, and metabolic parameters were extracted. Intratumoral metabolic heterogeneity parameters included cumulative SUV histogram area under the curve (AUC-CSH), heterogeneity index (HI), heterogeneity factor (HF), and coefficient of variation (CV). The presence of TD was confirmed by postoperative pathological examination. Differences in data between the TD group and non-TD (NTD) group were compared. Binary logistic regression analysis was used to identify independent risk factors for TD, and receiver operating characteristic (ROC) curve was used to evaluate the predictive efficacy of each parameter for TD. Results:Postoperative pathological diagnosis showed that 27 patients were included in the TD group and 64 in the NTD group. There were statistically significant differences between the TD group and NTD group in CV ( Z=-3.145, P=0.002) and the proportion of patients with carcinoembryonic antigen (CEA) >10 ng/ml (χ 2=10.751, P=0.001), while no statistically significant differences were found in HI, HF, or AUC-CSH (all P>0.05). Binary logistic regression analysis showed that CV was an independent risk factor for TD. ROC curve analysis showed that the area under the ROC curve (AUC) of CV for predicting TD was 0.709(95% CI: 0.593-0.826), which was higher than that of other metabolic heterogeneity parameters. Conclusions:The preoperative 18F-FDG PET/CT metabolic heterogeneity parameter CV has value in predicting TD in CRC patients.
5.Value of preoperative 18F-FDG PET metabolic heterogeneity parameters in predicting tumor deposits in colorectal cancer
Qiaoliang CHEN ; Jing CHEN ; Di LIANG ; Ruihe LAI ; Jian HE ; Shuangxiu TAN
Journal of Chinese Physician 2025;27(9):1376-1381
Objective:To explore the value of preoperative 18F-fluorodeoxyglucose ( 18F-FDG) positron emission tomography (PET) metabolic heterogeneity parameters in predicting tumor deposits (TD) in colorectal cancer (CRC). Methods:A retrospective analysis was conducted on 91 CRC patients who underwent surgical treatment at the Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School from February 2013 to March 2024. All patients underwent preoperative 18F-FDG PET/CT examination. The LIFEx-7.5.15 software was used to delineate the primary lesion with 40% of maximum standardized uptake value (SUV max) as the relative threshold, and metabolic parameters were extracted. Intratumoral metabolic heterogeneity parameters included cumulative SUV histogram area under the curve (AUC-CSH), heterogeneity index (HI), heterogeneity factor (HF), and coefficient of variation (CV). The presence of TD was confirmed by postoperative pathological examination. Differences in data between the TD group and non-TD (NTD) group were compared. Binary logistic regression analysis was used to identify independent risk factors for TD, and receiver operating characteristic (ROC) curve was used to evaluate the predictive efficacy of each parameter for TD. Results:Postoperative pathological diagnosis showed that 27 patients were included in the TD group and 64 in the NTD group. There were statistically significant differences between the TD group and NTD group in CV ( Z=-3.145, P=0.002) and the proportion of patients with carcinoembryonic antigen (CEA) >10 ng/ml (χ 2=10.751, P=0.001), while no statistically significant differences were found in HI, HF, or AUC-CSH (all P>0.05). Binary logistic regression analysis showed that CV was an independent risk factor for TD. ROC curve analysis showed that the area under the ROC curve (AUC) of CV for predicting TD was 0.709(95% CI: 0.593-0.826), which was higher than that of other metabolic heterogeneity parameters. Conclusions:The preoperative 18F-FDG PET/CT metabolic heterogeneity parameter CV has value in predicting TD in CRC patients.
6.Clinical efficacy of overall repair technique for rheumatic mitral valve lesions: A retrospective study in a single center
Ming HOU ; Yong LIU ; Ning ZHANG ; Xiong TAN ; Liang WANG ; Jian ZHANG ; Weitao JIN ; Hongmei LIAN ; Yinglong LAI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(06):867-871
Objective To investigate the clinical efficacy of mitral valve repair technique in the treatment of rheumatic mitral valve lesions. Methods The clinical data of patients diagnosed with rheumatic mitral valve lesions and undergoing mitral valve repair under extracorporeal circulation in our department from 2021 to 2022 were retrospectively analyzed. Results A total of 100 patients were collected, including 78 females and 22 males with an average age of 52 years. There were no secondary open heart or death in the whole group. Extracorporeal circulation time was 136.3±33.1 min, aortic cross-clamping time was 107.6±27.5 min, ventilator use time was 12.9±5.9 h, ICU stay was 2.6±1.4 d, and vasoactive medication use was 823.4±584.4 mg. Before and after the surgery, there were statistical differences in the left ventricular end diastolic diameter, left atrial end systolic diameter, effective mitral valve orifice area, shortening rate of left ventricular short axis, mitral E-peak blood flow velocity, mean mitral transvalvular pressure difference, mitral pressure half-time, and cardiac function graded by New York Heart Association (P<0.05). While there was no statistical difference in left ventricular ejection fraction or left ventricular end-diastolic volume (P>0.05). Conclusion Overall repair of rheumatic mitral valve lesions can significantly improve the cardiac function and hemodynamics of the patients, and is a good choice for patients with rheumatic mitral valve lesions.
7.Adverse Events in Total Artificial Heart for End-Stage Heart Failure:Insight From the Food and Drug Administration Manufacturer and User Facility Device Experience (MAUDE)
Min Choon TAN ; Yong Hao YEO ; Jia Wei THAM ; Jian Liang TAN ; Hee Kong FONG ; Bryan E-Xin TAN ; Kwan S LEE ; Justin Z LEE
International Journal of Heart Failure 2024;6(2):76-81
Background and Objectives:
Real-world clinical data, outside of clinical trials and expert centers, on adverse events related to the use of SyncCardia total artificial heart (TAH) remain limited. We aim to analyze adverse events related to the use of SynCardia TAH reported to the Food and Drug Administration (FDA)’s Manufacturers and User Defined Experience (MAUDE) database.
Methods:
We reviewed the FDA’s MAUDE database for any adverse events involving the use of SynCardia TAH from 1/01/2012 to 9/30/2020. All the events were independently reviewed by three physicians.
Results:
A total of 1,512 adverse events were identified in 453 “injury and death” reports in the MAUDE database. The most common adverse events reported were infection (20.2%) and device malfunction (20.1%). These were followed by bleeding events (16.5%), respiratory failure (10.1%), cerebrovascular accident (CVA)/other neurological dysfunction (8.7%), renal dysfunction (7.5%), hepatic dysfunction (2.2%), thromboembolic events (1.8%), pericardial effusion (1.8%), and hemolysis (1%). Death was reported in 49.4% of all the reported cases (n=224/453).The most common cause of death was multiorgan failure (n=73, 32.6%), followed by CVA/other non-specific neurological dysfunction (n=44, 19.7%), sepsis (n=24, 10.7%), withdrawal of support (n=20, 8.9%), device malfunction (n=11, 4.9%), bleeding (n=7, 3.1%), respiratory failure (n=7, 3.1%), gastrointestinal disorder (n=6, 2.7%), and cardiomyopathy (n=3, 1.3%).
Conclusions
Infection was the most common adverse event following the implantation of TAH. Most of the deaths reported were due to multiorgan failure. Early recognition and management of any possible adverse events after the TAH implantation are essential to improve the procedural outcome and patient survival.
8.Predictive value of a nomogram model constructed based on imaging and serological characteristics for prostate biopsy positivity in patients with PSA levels of 4-10 ng/mL
Jianchang LIANG ; Jinfeng WU ; Yongxin ZHANG ; Junxin SHEN ; Zhenjie CHEN ; Jian TAN ; Rui ZHONG ; Wei ZHAO ; Yangbai LU ; Runqiang YUAN
Chinese Journal of Medical Physics 2024;41(12):1494-1500
Objective To investigate the predictive value of a nomogram model constructed based on imaging combined with prostate-specific antigen(PSA)and its related parameters for biopsy in patients with PSA levels of 4-10 ng/mL.Methods The serological and imaging data of 191 patients who were detected for PSA and related indicators and underwent the first biopsy of prostate by transrectal ultrasound at Zhongshan City People's Hospital and/or Yunfu Hospital of TCM from January 2018 to December 2023 were analyzed retrospectively.Multivariate Logistic regression identified independent risk factors for prostate cancer,and a nomogram model was developed for patients with PSA levels of 4-10 ng/mL.The predictive performance of the model was evaluated using receiver operating characteristic(ROC)curves,calibration curves,and decision curves.Results The multivariate Logistic regression analysis showed that free PSA,prostate volume,transition zone volume,PSA density,and the prostate imaging-reporting and data system(PI-RADS v2.1)score were independent risk factors for prostate cancer.The model incorporating these significant variables demonstrated the best performance,with an area under the curve(AUC)of 0.750(95%CI:0.678-0.821),sensitivity of 72.7%,specificity of 77.2%,and accuracy of 74.9%.The calibration curve indicated good agreement between the predicted probability and the actual probability of prostate cancer;and the decision curve analysis further confirmed that the model had high clinical utility.Conclusion The constructed nomogram prediction model can effectively estimate the preoperative risk of prostate cancer in patients with PSA levels of 4-10 ng/mL,providing clinicians with an intuitive tool to adjust treatment plans based on the assessed risk,thereby optimizing patient outcomes.
9.Predictive value of a nomogram model constructed based on imaging and serological characteristics for prostate biopsy positivity in patients with PSA levels of 4-10 ng/mL
Jianchang LIANG ; Jinfeng WU ; Yongxin ZHANG ; Junxin SHEN ; Zhenjie CHEN ; Jian TAN ; Rui ZHONG ; Wei ZHAO ; Yangbai LU ; Runqiang YUAN
Chinese Journal of Medical Physics 2024;41(12):1494-1500
Objective To investigate the predictive value of a nomogram model constructed based on imaging combined with prostate-specific antigen(PSA)and its related parameters for biopsy in patients with PSA levels of 4-10 ng/mL.Methods The serological and imaging data of 191 patients who were detected for PSA and related indicators and underwent the first biopsy of prostate by transrectal ultrasound at Zhongshan City People's Hospital and/or Yunfu Hospital of TCM from January 2018 to December 2023 were analyzed retrospectively.Multivariate Logistic regression identified independent risk factors for prostate cancer,and a nomogram model was developed for patients with PSA levels of 4-10 ng/mL.The predictive performance of the model was evaluated using receiver operating characteristic(ROC)curves,calibration curves,and decision curves.Results The multivariate Logistic regression analysis showed that free PSA,prostate volume,transition zone volume,PSA density,and the prostate imaging-reporting and data system(PI-RADS v2.1)score were independent risk factors for prostate cancer.The model incorporating these significant variables demonstrated the best performance,with an area under the curve(AUC)of 0.750(95%CI:0.678-0.821),sensitivity of 72.7%,specificity of 77.2%,and accuracy of 74.9%.The calibration curve indicated good agreement between the predicted probability and the actual probability of prostate cancer;and the decision curve analysis further confirmed that the model had high clinical utility.Conclusion The constructed nomogram prediction model can effectively estimate the preoperative risk of prostate cancer in patients with PSA levels of 4-10 ng/mL,providing clinicians with an intuitive tool to adjust treatment plans based on the assessed risk,thereby optimizing patient outcomes.
10.Current status of surgery for portal hypertension in China: a national multi-center survey analysis
Lei ZHENG ; Haiyang LI ; Jizhou WANG ; Xiao LIANG ; Jian DOU ; Jitao WANG ; Qiang FAN ; Xiong DING ; Wenlong ZHAI ; Yun JIN ; Bo LI ; Songqing HE ; Tao LI ; Jun LIU ; Kui WANG ; Zhiwei LI ; Yongyi ZENG ; Yingmei SHAO ; Yang BU ; Dong SHANG ; Yong MA ; Cheng LOU ; Xinmin YIN ; Jiefeng HE ; Haihong ZHU ; Jincai WU ; Zhidan XU ; Dunzhu BASANG ; Jianguo LU ; Liting ZHANG ; Jianguo ZHAO ; Ling LYU ; Guoyue LYU ; Nim CHOI ; To Tan CHEUNG ; Meng LUO ; Wanguang ZHANG ; Xiaolong QI ; Xiaoping CHEN
Chinese Journal of Organ Transplantation 2023;44(3):152-159
Objective:To explore the current status of surgery for portal hypertension to grasp current status and future development of surgery in China.Methods:This study is jointly sponsored by China Hepatobiliary & Pancreatic Specialist Alliance & Portal Hypertension Alliance in China (CHESS).Comprehensive surveying is conducted for basic domestic situations of surgery for portal hypertension, including case load, surgical approaches, management of postoperative complications, primary effects, existing confusion and obstacles, liver transplantation(LT), laparoscopic procedures and transjugular intrahepatic portosystemic shunt(TIPS), etc.Results:A total of 8 512 cases of portal hypertension surgery are performed at 378 hospitals nationwide in 2021.Splenectomy plus devascularization predominated(53.0%)and laparoscopy accounted for 76.1%.Primary goal is preventing rebleeding(67.0%) and 72.8% of hospitals used preventive anticoagulants after conventional surgery.And 80.7% of teams believe that the formation of postoperative portal vein thrombosis is a surgical dilemma and 65.3% of hospitals practiced both laparoscopy and TIPS.The major reasons for patients with portal hypertension not receiving LT are due to a lack of qualifications for LT(69.3%)and economic factors(69.0%).Conclusions:Surgery is an integral part of management of portal hypertension in China.However, it is imperative to further standardize the grasp of surgical indications, the handling of surgical operation and the management of postoperative complications.Moreover, prospective, multi-center randomized controlled clinical studies should be performed.

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