1.Construction of an artificial intelligence-driven lung cancer database
Libing YANG ; Chao GUO ; Huizhen JIANG ; Lian MA ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):167-174
Objective To develop an artificial intelligence (AI)-driven lung cancer database by structuring and standardizing clinical data, enabling advanced data mining for lung cancer research, and providing high-quality data for real-world studies. Methods Building on the extensive clinical data resources of the Department of Thoracic Surgery at Peking Union Medical College Hospital, this study utilized machine learning techniques, particularly natural language processing (NLP), to automatically process unstructured data from electronic medical records, examination reports, and pathology reports, converting them into structured formats. Data governance and automated cleaning methods were employed to ensure data integrity and consistency. Results As of September 2024, the database included comprehensive data from 18 811 patients, encompassing inpatient and outpatient records, examination and pathology reports, physician orders, and follow-up information, creating a well-structured, multi-dimensional dataset with rich variables. The database’s real-time querying and multi-layer filtering functions enabled researchers to efficiently retrieve study data that meet specific criteria, significantly enhancing data processing speed and advancing research progress. In a real-world application exploring the prognosis of non-small cell lung cancer, the database facilitated the rapid analysis of prognostic factors. Research findings indicated that factors such as tumor staging and comorbidities had a significant impact on patient survival rates, further demonstrating the database’s value in clinical big data mining. Conclusion The AI-driven lung cancer database enhances data management and analysis efficiency, providing strong support for large-scale clinical research, retrospective studies, and disease management. With the ongoing integration of large language models and multi-modal data, the database’s precision and analytical capabilities are expected to improve further, providing stronger support for big data mining and real-world research of lung cancer.
2.Efficacy and safety of nicorandil and ticagrelor de-escalation after percutaneous coronary intervention for elderly patients with acute coronary syndrome
Xiang SHAO ; Ning BIAN ; Hong-Yan WANG ; Hai-Tao TIAN ; Can HUA ; Chao-Lian WU ; Bei-Xing ZHU ; Rui CHEN ; Jun-Xia LI ; Tian-Chang LI ; Lu MA
Medical Journal of Chinese People's Liberation Army 2024;49(1):75-81
Objective To explore the efficacy and safety of ticagrelor de-escalation and nicorandil therapy in elderly patients with acute coronary syndrome(ACS)after percutaneous coronary intervention(PCI).Methods A total of 300 elderly patients with ACS were selected from the Sixth and Seventh Medical Center of Chinese PLA General Hospital and Beijing Chaoyang Integrative Medicine Emergency Rescue and First Aid Hospital from November 2016 to June 2019,including 153 males and 147 females,aged>65 years old.All the patients received PCI,and all had double antiplatelet therapy(DAPT)scores≥2 and a new DAPT(PRECISE-DAPT)score of≥25.All patients were divided into two groups by random number table method before operation:ticagrelor group(n=146,ticagrelor 180 mg load dose followed by PCI,and ticagrelor 90 mg bid after surgery)and ticagrelor de-escalation + nicorandil group(n=154,ticagrelor 180 mg load dose followed by PCI,ticagrelor 90 mg bid+nicorandil 5 mg tid after surgery,changed to ticagrelor 60 mg bid+ nicorandil 5 mg tid 6 months later).Follow-up was 12 months.The composite end points of cardiovascular death,myocardial infarction and stroke,the composite end points of mild hemorrhage,minor hemorrhage,other major hemorrhage and major fatal/life-threatening hemorrhage as defined by the PLATO study,and the composite end points of cardiovascular death,myocardial infarction,stroke and bleeding within 12 months in the two groups were observed.Results The comparison of general baseline data between the two groups showed no statistically significant difference(P>0.05).There was also no significant difference in the composite end points of cardiovascular death,myocardial infarction and stroke between the two groups(P>0.05).The cumulative incidence of bleeding events in ticagrelor de-escalation + nicorandil group was significantly lower than that in ticagrelor group(P<0.05),while the composite end points of cardiovascular death,myocardial infarction,stroke and bleeding were also significantly lower than those in tecagrelor group(P<0.05).Conclusion In elderly patients with ACS,the treatment of ticagrelor de-escalation + nicorandil after PCI may not increase the incidence of ischemic events such as cardiovascular death,myocardial infarction or stroke,and it may reduce the incidence of hemorrhagic events.
3.Genetic factors, risk factors and pathogenesis of cerebral palsy comorbid epilepsy
Chao GONG ; Beibei LIAN ; Xuemei LI ; Peng ZHANG ; Fanxu SONG ; Jin GUO
Chinese Journal of Child Health Care 2024;32(2):174-180
Compared to the general population, there is a higher prevalence of epilepsy in individuals with cerebral palsy (CP). Epilepsy serves as an indicator of CP severity and has a significant impact on the early survival and future quality of life of children with CP. Therefore, it is crucial to investigate the shared mechanisms underlying CP and epilepsy. This study aims to summarize the comorbidity of CP and epilepsy from genetic factors, risk factors, and pathophysiological mechanisms, in order to provide a reference for further research.
4.Association between coronary artery stenosis and myocardial injury in patients with acute pulmonary embolism: A case-control study
Yinjian YANG ; Chao LIU ; Jieling MA ; Xijie ZHU ; Jingsi MA ; Dan LU ; Xinxin YAN ; Xuan GAO ; Jia WANG ; Liting WANG ; Sijin ZHANG ; Xianmei LI ; Bingxiang WU ; Kai SUN ; Yimin MAO ; Xiqi XU ; Tianyu LIAN ; Chunyan CHENG ; Zhicheng JING
Chinese Medical Journal 2024;137(16):1965-1972
Background::The potential impact of pre-existing coronary artery stenosis (CAS) on acute pulmonary embolism (PE) episodes remains underexplored. This study aimed to investigate the association between pre-existing CAS and the elevation of high-sensitivity cardiac troponin I (hs-cTnI) levels in patients with PE.Methods::In this multicenter, prospective case-control study, 88 cases and 163 controls matched for age, sex, and study center were enrolled. Cases were patients with PE with elevated hs-cTnI. Controls were patients with PE with normal hs-cTnI. Coronary artery assessment utilized coronary computed tomographic angiography or invasive coronary angiography. CAS was defined as ≥50% stenosis of the lumen diameter in any coronary vessel >2.0 mm in diameter. Conditional logistic regression was used to evaluate the association between CAS and hs-cTnI elevation.Results::The percentage of CAS was higher in the case group compared to the control group (44.3% [39/88] vs. 30.1% [49/163]; P = 0.024). In multivariable conditional logistic regression model 1, CAS (adjusted odds ratio [OR], 2.680; 95% confidence interval [CI], 1.243–5.779), heart rate >75 beats/min (OR, 2.306; 95% CI, 1.056–5.036) and N-terminal pro-B type natriuretic peptide (NT-proBNP) >420 pg/mL (OR, 12.169; 95% CI, 4.792–30.900) were independently associated with elevated hs-cTnI. In model 2, right CAS (OR, 3.615; 95% CI, 1.467–8.909) and NT-proBNP >420 pg/mL (OR, 13.890; 95% CI, 5.288–36.484) were independently associated with elevated hs-cTnI. Conclusions::CAS was independently associated with myocardial injury in patients with PE. Vigilance towards CAS is warranted in patients with PE with elevated cardiac troponin levels.
5.Comparison of the risk of gastroesophageal reflux between the lithotomy position and the supine position under SaCoVLM laryngeal mask ventilation
Kun LIU ; Xiao ZHAO ; Chao GONG ; Shuang WU ; Shi-Tong LI ; Lian-Hua CHEN
Fudan University Journal of Medical Sciences 2024;51(3):385-391
Objective To observe whether SaCoVLM laryngeal mask can cause gastroesophageal reflux when the body position changes(lithotomy position and supine position).Methods A total of 70 patients were selected for elective surgery in Shanghai General Hospital from Dec 1st,2021 to Sep 30th,2022.There were 35 patients with ureteroscopy in urology and 35 patients with ankle surgery in trauma orthopedics selected as lithotomy position group and supine position group,respectively.Under SaCoVLM laryngeal mask anesthesia,a dual probe pH electrode was placed in the esophagus to continuously monitor the pH value in the esophagus.The pH values and their changing trends in the lithotomy position and supine position of the esophagus were compared under general anesthesia with SaCoVLM laryngeal mask ventilation,and the possibility of gastroesophageal reflux occurring in both positions was explored.Results The peak airway pressure at each time point(5 min,10 min,15 min,20 min and 30 min)after body position was determined in the two groups,and it in lithotomy position group was significantly higher than that in supine position group,and the difference was statistically significant(P<0.05).The middle and upper esophageal pH values of the two groups were compared 10 min after laryngeal mask insertion,and it in lithotomy position group(6.045±0.490)was significantly lower than the supine group(6.532±0.366),and the difference was statistically significant(P<0.05).The middle and upper esophageal pH values of the two groups were compared 10 min and 15 min after laryngeal mask insertion.They in lithotomy position group were significantly lower than those in supine position group,and the differences were statistically significant(10 min:6.045±0.490 vs.6.532±0.366,P=0.031;15 min:5.828±0.487 vs.6.474±0.411,P=0.048).There was no significant difference in the pH of the middle and upper esophagus between the two groups at 1,5,20 and 30 minutes of laryngeal mask insertion.There was no significant difference in the pH value of the esophageal opening between the two groups at each time point after laryngeal mask insertion.Conclusion Under SaCoVLM laryngeal mask ventilation,the risk of gastroesophageal reflux during lithotomy surgery may be higher than during supine surgery.
6.Effects of tramadol hydrochloride preemptive analgesia in kyphoplasty of thoracolumbar osteoporotic fractures un-der local anesthesia
Guo-Qing LI ; Hua-Guo ZHAO ; Shao-Hua SUN ; Wei-Hu MA ; Hao-Jie LI ; Yang WANG ; Lian-Song LU ; Chao-Yue RUAN
China Journal of Orthopaedics and Traumatology 2024;37(6):560-564
Objective To explore preemptive analgesic effect of preoperative intramural tramadol injection in percutaneous kyphoplasty(PKP)of vertebrae following local anesthesia.Methods From August 2019 to June 2021,118 patients with thora-co lumbar osteoporotic fractures were treated and divided into observation group and control group,with 59 patients in each gruop.In observation group,there were 26 males and 33 females,aged from 57 to 80 years old with an average of(67.69±4.75)years old;14 patients on T11,12 patients on T12,18 patients on L1,15 patients on L2;tramadol with 100 mg was injected intramuscularly half an hour before surgery in observation group.In control group,there were 24 males and 35 females,aged from 55 to 77 years old with an average of(68.00±4.43)years old;19 patients on T11,11 patients on T12,17patients on L1,12 patients on L2;the same amount of normal saline was injected intramuscularly in control group.Observation indicators included operation time,intraoperative bleeding,visual analogue scale(VAS)evaluation and recording of preoperative(T0),intraoper-ative puncture(T1),and working cannula placement(T2)between two groups of patients,at the time of balloon dilation(T3),when the bone cement was injected into the vertebral body(T4),2 hours after the operation(T5),and the pain degree at the time of discharge(T6);adverse reactions such as dizziness,nausea and vomiting were observed and recorded;the record the patient's acceptance of repeat PKP surgery.Results All patients were successfully completed PKP via bilateral pedicle ap-proach,and no intravenous sedative and analgesic drugs were used during the operation.There was no significant difference in preoperative general data and VAS(T0)between two groups(P>0.05).There was no significant difference in operation time and intraoperative blood loss between the two groups(P>0.05).VAS of T1,T2,T3,T4 and T5 in observation group were all lower than those in control group(P<0.05),and there was no significant difference in T6 VAS(P>0.05).T6 VAS between two groups were significantly lower than those of T0,and the difference was statistically significant(P<0.05).There was no signifi-cant difference in incidence of total adverse reactions between two groups(P>0.05).There was a statistically significant differ-ence in the acceptance of repeat PKP surgery(P<0.05).Conclusion Half an hour before operation,intramuscular injection of tramadol has a clear preemptive analgesic effect for PKP of single-segment thoracolumbar osteoporotic fracture vertebral body under local anesthesia,which could increase the comfort of patients during operation and 2 hours after operation,and improve patients satisfaction with surgery.
7.Clinical analysis of 39 cases of retroperitoneal paraganglioma
Hainan GUO ; Junxiang ZHANG ; Xiaoqiang SHI ; Chao ZHU ; Jie LIAN ; Guangbing WEI ; Xuqi LI ; Shufeng WANG
Chinese Journal of General Surgery 2023;38(12):894-899
Objective:To summarize the clinicopathologic features and clinical diagnosis and treatment experience of retroperitoneal paraganglioma.Methods:This study retrospectively analyzed the clinical, pathological and follow-up data of 39 patients admitted to the First Affiliated Hospital of Xi'an Jiaotong University from 1 Oct 2012 to 1 Oct 2022 for retroperitoneal paragangliomas undergoing resection.Results:There were 19 males and 20 females with tumor being functional in 11 cases (28%) and non-functional in 28 cases (72%). CT angiography showed that the tumors were distributed around the abdominal aorta and inferior vena cava in most cases. All 39 patients underwent tumor rescetion.Patients in laparoscopic group had shorter operation time and postoperative hospital saty compared with open sugery [(135±66)min vs. (194±67)min, t=-2.529, P=0.016; (6.6±2.2)d vs.(9.6±4.8)d, t=-2.096, P=0.043], while there was no statistically significant difference between the two groups in terms of intraoperative blood loss [(152±151)ml vs. (361±608)ml, t=-1.169, P=0.250]. There were no major postoperative complications in the laparoscopic group, and pulmonary infection in 1 case and intestinal obstruction in 1 case in the open group. Thrity-six cases were followed up, ranging from 2 to 115 months, 1 patient in the laparoscopic group died 1 year after surgery due to recurrence and metastasis. In the open group, 1 case recurred 2 years later and was discharged after the second operation, and 1 case died of recurrence 2 years after surgery. Conclusions:Surgery is indicated for retroperitoneal paraganglioma. Adequate perioperative management is the key to the success of the operation. Laparoscopic surgery is superior to open surgery in terms of operation time and postoperative recovery .
8.Detection of regulatory T cells in peripheral blood of keloid patientsa nd its significance
Mengyuan ZHANG ; Chao LIAN ; Xuelei LI ; Xiaojun LIU ; Baolin ZHANG
Chinese Journal of Medical Aesthetics and Cosmetology 2023;29(6):464-467
Objective:To explore the abnormally low expression of regulatory T cells (Tregs) in the peripheral blood of patients with keloids, its correlation with the formation and evolution of keloids.Methods:A total of 50 peripheral blood samples of patients diagnosed with keloids were collected in the first diagnosis of Changzhi City People′s Hospital from January 2019 to January 2021 as keloid group, including 22 males and 28 females, with an age range of 18-55 years and an average age of 32.13 years; the control group was normal healthy beauty seekers in the outpatient department of Changzhi People′s Hospital during the same period, and finally 25 peripheral blood samples were also collected, including 15 males and 10 females, with an age range of 18-55 years and an average age of 32.96 years. All patients had 2 ml of venous blood drawn on an empty stomach early in the morning before admission for treatment, and placed in an ethylene diamine tetraacetic acid (EDTA) potassium anticoagulation tube. Fresh peripheral blood samples were generated and sent for examination immediately. Flow cytometry was used to detect the CD4 + , CD25 + , CD127 + cells and low Tregs ratio in peripheral blood of keloid patients ( n=50) and normal healthy people ( n=25); the fluorescence intensity was analyzed, the light scattering data were saved, and Cell Quest Plot was used on the computer after the test. The point diagram and the group square diagram were analyzed by SPSS 24.0 for statistical software analysis; peripheral blood Tregs ratio was expressed as the mean ± standard deviation ( ±s), and the mean comparison between the two groups was conducted by using independent sample t test; multiple groups One-way analysis of variance was used for the comparison of the averages, and the difference was statistically significant at P<0.05. The keloid questionnaire and clinical grading were utilized to deeply analyze the relationship between the Tregs ratio in peripheral blood of keloid patients and the severity of keloid. Results:Compared with the normal control group, the peripheral blood Tregs ratio of the keloid group was significantly reduced [(4.39±1.31)% vs. (6.64±1.83)%, P<0.001]; according to the Sawada score scale, keloids were classified as mild, moderate and severe degrees; the Tregs ratio in peripheral blood of the moderate keloid group was significantly lower than that of the mild keloid group [(4.43±1.23)% vs. (5.37±1.12)%, P<0.05], while in the severe keloid group it was also significantly lower than the moderate keloid group [(3.55±0.97)% vs. (4.43±1.23)%, P<0.05]. Conclusions:The Tregs ratio of peripheral blood in patients with keloids is significantly decreased, suggesting that Tregs cell is one of the biomarkers to reflect the severity of keloids.
9.PTPRN mediates endocytosis of NaV1.2 sodium chan-nels and suppresses epileptogenesis in mice
Yifan WANG ; Hui YANG ; Na LI ; Weining MA ; Shiqi LIU ; Hedan CHEN ; Huifang SONG ; Xinyue MA ; Jingyun YI ; Jingjing LIAN ; Xinyu TU ; Chao PENG ; Zhuo HUANG
Chinese Journal of Pharmacology and Toxicology 2023;37(7):481-481
Epilepsy is a disorder of the brain charac-terized by abnormal neuron excitability.However,the underlying molecular mechanism of neuron excitability modulation remains elusive.With the help of bioinformatic methods,we have identified receptor-type tyrosine-pro-tein phosphatase-like N(PTPRN)as a critical gene dur-ing epileptogenesis.PTPRN recruits NEDD4L ubiquitin E3 ligase to NaV1.2 sodium channels,facilitating NEDD4L-mediated ubiquitination and endocytosis.Knockout of PTPRN endows hippocampal granule cells with augmented depolarization currents and higher intrinsic excitability,which is reflected by increased seizure susceptibility of transgenic mice.On the contrary,reduced neuron excit-ability and decreased seizure susceptibility are observed after PTPRN overexpression.Meanwhile,we find that a 133 aa fragment recaptures modulation effect of PTPRN full-length,and this fragment shows therapeutic potential towards epilepsy caused by NaV1.2 gain of function vari-ants.In brief,our results demonstrate PTPRN playsa criti-calroleinregulatingneuronexcitability,providing a poten-tial therapeutic approach for epilepsy.
10.Lifestyle improvement and the reduced risk of cardiovascular disease: the China-PAR project.
Ying-Ying JIANG ; Fang-Chao LIU ; Chong SHEN ; Jian-Xin LI ; Ke-Yong HUANG ; Xue-Li YANG ; Ji-Chun CHEN ; Xiao-Qing LIU ; Jie CAO ; Shu-Feng CHEN ; Ling YU ; Ying-Xin ZHAO ; Xian-Ping WU ; Lian-Cheng ZHAO ; Ying LI ; Dong-Sheng HU ; Jian-Feng HUANG ; Xiang-Feng LU ; Dong-Feng GU
Journal of Geriatric Cardiology 2023;20(11):779-787
BACKGROUND:
The benefits of healthy lifestyles are well recognized. However, the extent to which improving unhealthy lifestyles reduces cardiovascular disease (CVD) risk needs to be discussed. We evaluated the impact of lifestyle improvement on CVD incidence using data from the China-PAR project (Prediction for Atherosclerotic Cardiovascular Disease Risk in China).
METHODS:
A total of 12,588 participants free of CVD were followed up for three visits after the baseline examination. Changes in four lifestyle factors (LFs) (smoking, diet, physical activity, and alcohol consumption) were assessed through questionnaires from the baseline to the first follow-up visit. Cox proportional hazard models were used to estimate hazard ratios (HRs) and corresponding 95% confidence intervals (CIs). The risk advancement periods (RAPs: the age difference between exposed and unexposed participants reaching the same incident CVD risk) and population-attributable risk percentage (PAR%) were also calculated.
RESULTS:
A total of 909 incident CVD cases occurred over a median follow-up of 11.14 years. Compared with maintaining 0-1 healthy LFs, maintaining 3-4 healthy LFs was associated with a 40% risk reduction of incident CVD (HR = 0.60, 95% CI: 0.45-0.79) and delayed CVD risk by 6.31 years (RAP: -6.31 [-9.92, -2.70] years). The PAR% of maintaining 3-4 unhealthy LFs was 22.0% compared to maintaining 0-1 unhealthy LFs. Besides, compared with maintaining two healthy LFs, improving healthy LFs from 2 to 3-4 was associated with a 23% lower risk of CVD (HR = 0.77, 95% CI: 0.60-0.98).
CONCLUSIONS
Long-term sustenance of healthy lifestyles or improving unhealthy lifestyles can reduce and delay CVD risk.

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