1.Application of artificial intelligence in pulmonary nodule analysis and lung segment resection planning for standardized training in thoracic surgery
Chao GAO ; Xiaoyun ZHOU ; Chao GUO ; Hongsheng LIU ; Shanqing LI ; Naixin LIANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(04):469-472
Objective To explore the application of artificial intelligence (AI) in the standardized training of thoracic surgery residents, specifically in enhancing clinical skills and anatomical understanding through AI-assisted lung nodule identification and lung segment anatomy teaching. Methods Thoracic surgery residents undergoing standardized training at Peking Union Medical College Hospital from September 2023 to September 2024 were selected. They were randomly assigned to a trial group and a control group using a random number table. The trial group used AI-assisted three-dimensional reconstruction technology for lung nodule identification, while the control group used conventional chest CT images. After basic teaching and self-practice, the ability to identify lung nodules on the same patient CT images was evaluated, and feedback was collected through questionnaires. Results A total of 72 residents participated in the study, including 30 (41.7%) males and 42 (58.3%) females, with an average age of (24.0±3.0) years. The trial group showed significantly better overall diagnostic accuracy for lung nodules (91.9% vs. 73.3%) and lung segment identification (100.0% vs. 83.70%) compared to the control group, and the reading time was significantly shorter [ (118.5±10.5) s vs. (332.1±20.2) s, P<0.01]. Questionnaire results indicated that 94.4% of the residents had a positive attitude toward AI technology, and 91.7% believed that it improved diagnostic accuracy. Conclusion AI-assisted teaching significantly improves thoracic surgery residents’ ability to read images and clinical thinking, providing a new direction for the reform of standardized training.
2.Establishment of a rat model with aortic dissection induced by β-aminopropionitrile combined with angiotensin Ⅱ
Yi ZHANG ; Xinmei LIU ; Guangqi ZHOU ; Yanli QIAO ; Haiyang HU ; Hongsheng LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):127-134
Objective To investigate the optimal administration combination of β-aminopropionitrile (BAPN) and Angiotensin Ⅱ (Ang-Ⅱ) in the establishment of SD rat aortic dissection (AD) model and the related complications. Methods Forty-two three-week-old male SD rats were randomly divided into 7 groups: a group A (0.25% BAPN), a group B (0.40% BAPN), a group C (0.80% BAPN), a group D [1 g/(kg·d) BAPN], a group E [1 g/(kg·d) BAPN+ 1 μg/(kg·min) saline], a group F [1 g/(kg·d) BAPN+1 μg/(kg·min) Ang-Ⅱ] and a group G (control group). There were 6 rats in each group. The intervention period was 4 weeks (groups E and F were 4 weeks+5 days). Rats were dissected immediately if they died during the experiment. After the intervention, the surviving rats were sacrificed by pentobarbital sodium, and the whole aorta was separated and retained. Hematoxylin-eosin staining was used to observe the changes of aorta from the pathological morphology. Results There was no statistical difference in the survival rate among the groups after 4 weeks of BAPN intervention (P>0.05). After 5 days of mini-osmotic pumps implantation, the survival rate of rats was higher in the group E than that in the group F (P=0.008), and the incidence of AD in the group E was lower than that in the group F (P=0.001). BAPN could affect the food and water intake of rats. After BAPN intervention for 4 weeks, the body weight of rats in the group G was higher than those in the intervention groups (P<0.05). BAPN combined with Ang-Ⅱ could make the aortic intima thick, elastic fiber breakage, arrangement disorder, and inflammatory cell infiltration in rats, which conformed to the pathological and morphological changes of AD. BAPN could also affect mental state and gastrointestinal tract. Conclusion The combination of BAPN [1 g/(kg·d)] and Ang-Ⅱ [1 μg/(kg·min)] can stably establish AD model in rats, which will provide a stable carrier for further study of the pathogenesis and therapeutic targets of AD. However, the complications in this process are an unstable factor. How to balance the influence of BAPN on other tissues and organs in the process of AD model establishment remains to be further studied.
3.The value of minimal residual disease and IKZF1 deletion for predicting prognosis in adult patients with B-cell acute lymphoblastic leukemia
Shiyu DENG ; Jiawang OU ; Zicong HUANG ; Junjie CHEN ; Zihong CAI ; Qifa LIU ; Hongsheng ZHOU
Chinese Journal of Hematology 2024;45(3):257-263
Objective:To reassess the prognostic value of minimal residual disease (MRD) and IKZF1 gene deletions in adults with B-cell acute lymphoblastic leukemia (B-ALL) who received pediatric-specific chemotherapy regimens during the Nanfang Hospital PDT-ALL-2016 trial.Methods:We retrospectively analyzed the prognosis of 149 adult patients with B-ALL who were admitted to Nanfang Hospital from January 2016 to September 2020. Prognostic factors were identified using Cox regression models.Results:The complete remission rate was 93.2% in 149 patients, with a 5-year overall survival (OS) rate of (54.3±5.0) % and a cumulative incidence of relapse (CIR) of (47.5±5.2) %. The Cox regression analysis revealed that MRD positivity at day 45 (MRD 3) after induction therapy was independently associated with relapse risk ( HR=2.535, 95% CI 1.122-5.728, P=0.025). Deletion of IKZF1 gene was independently associated with mortality risk ( HR=1.869, 95% CI 1.034-3.379, P=0.039). Based on MRD 3 and IKZF1 gene status, we categorized adult patients with B-ALL into the low-risk (MRD 3-negative and IKZF1 gene deletion-negative) and high-risk (MRD 3-positive and/or IKZF1 gene wild type) groups. The 5-year OS and CIR rates were (45.5±6.0) % vs (69.4±8.6) % ( P<0.001) and (61.6±8.3) % vs (25.5±6.5) % ( P<0.001), respectively, in the high-risk and low-risk groups, respectively. The multivariate analysis showed that the high-risk group was an independent risk factor for OS ( HR=3.937, 95% CI 1.975-7.850, P<0.001) and CIR ( HR=4.037, 95% CI 2.095-7.778, P<0.001) . Conclusion:The combined use of MRD and IKZF1 gene in prognostic stratification can improve clinical outcome prediction in adult patients with B-ALL, helping to guide their treatment.
4.A nomogram based on multimodal CT parameters predicts outcome after endovascular therapy in patients with vertebrobasilar artery occlusion stroke
Sha CHEN ; Yang ZHANG ; Lei PING ; Qiao LI ; Shiwu CHEN ; Enle WANG ; Yiewen ZHOU ; Hongsheng XU
International Journal of Cerebrovascular Diseases 2024;32(8):569-575
Objective:To investigate the predictive value of a nomogram based on multimodal CT parameters for the outcome of endovascular therapy (EVT) in patients with acute vertebrobasilar artery occlusion (AVBAO).Methods:Patients with AVBAO underwent EVT at Xuzhou Central Hospital from January 2021 to March 2024 were included retrospectively. At 90 days after EVT, the modified Rankin Scale was used to evaluate clinical outcome. 0-3 points were defined as good outcome and 4-6 points were defined as poor outcome. Multivariate stepwise logistic regression model was used to screen for predictive variables. Then a nomogram was drawn and the prediction model was evaluated. Results:A total of 91 patients with AVBAO were included. There were 60 males (65.9%), aged 69.09±10.57 years. Thirty-eight patients (41.8%) had good outcome, 53 (58.2%) had poor outcome, and 35 (38.5%) died. Univariate analysis showed that there were significant differences in white blood cell count, neutrophil count, National Institutes of Health Stroke Scale (NIHSS) score, Glasgow Coma Scale (GCS) score, posterior circulation Alberta Stroke Program Early CT Score (pc-ASPECTS), Basilar Artery on Computed Tomography Angiography (BATMAN) score, core infarct volume, mismatched volume ratio, onset to door time between the poor outcome group and the good outcome group (all P<0.05). The above indicators were included in a binary multivariate stepwise logistic regression model. The results showed that higher NIHSS scores (odds ratio [ OR] 1.154, 95% confidence interval [ CI] 1.070-1.244; P<0.001), lower BATMAN scores ( OR 0.626, 95% CI 0.416-0.943; P=0.025), and larger core infarct volumes ( OR 1.147, 95% CI 1.046-1.258; P=0.004) on admission were the independent risk factors for poor outcome. A nomogram was plotted using the above three independent risk factors as predictor variables. Its area under the receiver operating characteristic curve for predicting poor outcome was 0.942 (95% CI 0.894-0.990). The sensitivity and specificity were 81.1% and 97.4%, respectively. The calibration curve fluctuates within a small range around the ideal curve. A mean absolute error was 0.027 and a mean square error was 0.001. The clinical decision curve suggested that the model had good clinical applicability. The dynamic nomogram is shown in: https://yuepeng.shinyapps.io/VBAO_model/. Conclusion:The nomogram prediction model based on multimodal CT parameters has good predictive performance for poor outcome in patients with AVBAO after EVT.
5.Exploration on the reform of stomatology practice teaching under the background of new medicine
Lina JIANG ; Dajin ZHOU ; Hongsheng LIU ; Kun LU
Journal of Shenyang Medical College 2024;26(6):650-653
Objective:To explore the effect of stomatology practice teaching reform under the background of new medicine.Methods:Seventy undergraduates majoring in Stomatology in 2018 of Bengbu Medical University were selected as the control group.According to the plan of practical courses,practical skills were cultivated in the laboratory under the guidance of teachers on the basis of theoretical courses.Seventy undergraduates majoring in Stomatology in grade 2019 were selected as the teaching reform group.In addition to practical exercises guided by teachers in the laboratory on the basis of theoretical courses,professional internship was carried out in the summer vacation of the second and third grades through teamwork.The effect of teaching reform was evaluated through the survey of teaching satisfaction,the test of theoretical knowledge and the examination of operational skills.Results:The teaching reform group had high teaching satisfaction.The scores of theoretical knowledge test and operational skill test of the teaching reorganization group were higher than those of the control group(P<0.01).Conclusion:Through the innovation of practical teaching mechanism,this teaching reform can help students accept clinical teaching,improve practical ability,form professional quality and deepen understanding of medical knowledge,so as to improve the training quality of students.
6.Role of RNA modifications in tumor mitochondria:challenges and therapeutic oppor-tunities
Zhou JIAWANG ; Tao LIJUN ; Wang HONGSHENG
Chinese Journal of Clinical Oncology 2024;51(17):873-880
Chemical modifications of nitrogenous bases or ribosemoieties are common in RNA molecules and these RNA modifications regu-late tumor progression by modulating gene expression in malignancies.Therefore,delving into the role of RNA modifications in tumor pro-gression is essential for understanding tumor progression mechanisms and developing intervention strategies.Mitochondria are crucial for maintaining the energy state of malignant tumor cells.Recent studies have indicated that RNA modifications and tumor mitochondria are closely connected,implying that mitochondrial function within tumors can be disrupted due to RNA modifications.This article focuses on the role and underlying mechanisms of RNA modifications in tumor mitochondria,offering crucial insights for a deeper understanding of the reg-ulatory mechanisms of tumor metabolism and the development of new innovative therapeutic strategies.
7.Clinical study of exercise-based acupuncture for motor dysfunction after ischemic stroke
Liang ZHOU ; Shuang MA ; Peifeng ZHENG ; Yi LI ; Guirong DONG ; Chunling BAO ; Bangyou DING ; Hongsheng DONG ; Jue HONG
Journal of Acupuncture and Tuina Science 2024;22(3):223-231
Objective:To observe the clinical efficacy of exercise-based acupuncture in treating ischemic stroke and its effects in improving the patient's motor function and daily living ability. Methods:A total of 106 patients with motor dysfunction due to cerebral infarction were randomized into a trial group and a control group,each consisting of 53 cases.Both groups received conventional rehabilitation;in addition,the control group was given point-toward-point acupuncture at scalp points,and the trial group was offered exercise-based acupuncture,3 times weekly for 4 consecutive weeks.Before treatment,after 2 and 4 weeks of treatment,and at the 2-month follow-up,the Fugl-Meyer assessment(FMA)scale,Lovett scale for muscle strength,modified Ashworth scale(MAS),and activities of daily living(ADL)scale were used to assess the patient's motor function,muscle strength,muscle tension,and daily living ability. Results:After treatment,both groups gained improvements in motor function and daily living ability;after 4-week treatment and at the 2-month follow-up,the trial group had higher FMA and ADL scores than the control group(P<0.05).The MAS score decreased after treatment in both groups;after 2 and 4 weeks of treatment and at the 2-month follow-up,the MAS score was lower in the trial group than in the control group(P<0.05).After the intervention,the Lovett score increased in both groups;after 4 weeks of treatment,the Lovett score was higher in the trial group than in the control group(P<0.05). Conclusion:Based on routine rehabilitation,exercise-based acupuncture and scalp point-toward-point acupuncture both can improve the motor function and daily living ability in ischemic stroke patients;exercise-based acupuncture performs better than scalp point-toward-point acupuncture.
8.Safety and clinical outcomes of thoracoscopic segmentectomy in bilateral lung cancer: A single-center retrospective study
Xuehan GAO ; Chao GUO ; Libing YANG ; Jiaqi ZHANG ; Lei LIU ; Mengxin ZHOU ; Ke ZHAO ; Hongsheng LIU ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(01):39-46
Objective To assess the safety and clinical outcomes of segmentectomy in one- or two-staged video-assisted thoracoscopic surgery (VATS) for bilateral lung cancer. Methods We retrospectively enrolled 100 patients who underwent VATS segmentectomy for bilateral lung cancer at the Department of Thoracic Surgery of Peking Union Medical College Hospital from December 2013 to May 2022. We divided the patients into two groups: a one-stage group (52 patients), including 17 males and 35 females with a mean age of 55.17±11.09 years, and a two-stage group (48 patients), including 16 males and 32 females with a mean age of 59.88±11.48 years. We analyzed multiple intraoperative variables and postoperative outcomes. Results All 100 patients successfully completed bilateral VATS, and at least unilateral lung received anatomical segmentectomy. Patients in the one-stage group were younger (P=0.040), had lower rate of comorbidities (P=0.030), were less likely to have a family history of lung cancer (P=0.018), and had a shorter interval between diagnosis and surgery (P=0.000) compared with patients in the two-stage group. Wedge resection on the opposite side was more common in the one-stage group (P=0.000), while lobectomy was more common in the two-stage group. The time to emerge from anesthesia in the one-stage group was longer than that in the first and second operations of the two-stage group (P=0.000, P=0.002). Duration of surgery and anesthesia were similar between two groups (P>0.05). Total number of lymph node stations for sampling and dissection (P=0.041) and lymph nodes involved (P=0.026) were less in the one-stage group. Intraoperative airway management was similar between two groups (P>0.05). The one-stage group was associated with lower activities of daily living (ADL) scores. Conclusion Segmentectomy is safe in one- or two-staged VATS for bilateral lung cancer, including contralateral sublobectomy and lobectomy. Duration of surgery and perioperative complications are similar between two groups, but the one-stage group is associated with lower ADL scores. On the basis of comprehensive consideration in psychological factors, physical conditions and personal wishes of patients, one-staged sequential bilateral VATS can be the first choice.
9.Venous thromboembolism in children with acute lymphoblastic leukemia in China: a report from the Chinese Children's Cancer Group-ALL-2015.
Mengmeng YIN ; Hongsheng WANG ; Xianmin GUAN ; Ju GAO ; Minghua YANG ; Ningling WANG ; Tianfeng LIU ; Jingyan TANG ; Alex W K LEUNG ; Fen ZHOU ; Xuedong WU ; Jie HUANG ; Hong LI ; Shaoyan HU ; Xin TIAN ; Hua JIANG ; Jiaoyang CAI ; Xiaowen ZHAI ; Shuhong SHEN ; Qun HU
Frontiers of Medicine 2023;17(3):518-526
Venous thromboembolism (VTE) is a complication in children with acute lymphoblastic leukemia (ALL). The Chinese Children's Cancer Group-ALL-2015 protocol was carried out in China, and epidemiology, clinical characteristics, and risk factors associated with VTE were analyzed. We collected data on VTE in a multi-institutional clinical study of 7640 patients with ALL diagnosed in 20 hospitals from January 2015 to December 2019. First, VTE occurred in 159 (2.08%) patients, including 90 (56.6%) during induction therapy and 108 (67.92%) in the upper extremities. T-ALL had a 1.74-fold increased risk of VTE (95% CI 1.08-2.8, P = 0.022). Septicemia, as an adverse event of ALL treatment, can significantly promote the occurrence of VTE (P < 0.001). Catheter-related thrombosis (CRT) accounted for 75.47% (n = 120); and, symptomatic VTE, 58.49% (n = 93), which was more common in patients aged 12-18 years (P = 0.023), non-CRT patients (P < 0.001), or patients with cerebral thrombosis (P < 0.001). Of the patients with VTE treated with anticoagulation therapy (n = 147), 4.08% (n = 6) had bleeding. The VTE recurrence rate was 5.03% (n = 8). Patients with VTE treated by non-ultrasound-guided venous cannulation (P = 0.02), with residual thrombus (P = 0.006), or with short anticoagulation period (P = 0.026) had high recurrence rates. Thus, preventing repeated venous puncture and appropriately prolonged anticoagulation time can reduce the risk of VTE recurrence.
Humans
;
Child
;
Venous Thromboembolism/etiology*
;
East Asian People
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/epidemiology*
;
Risk Factors
;
Thrombosis/chemically induced*
;
China/epidemiology*
;
Anticoagulants/adverse effects*
;
Recurrence
10.Analysis of clinical characteristics and risk factors of early heat stroke-related acute liver injury.
Aiming LIU ; Zunguo PU ; Lulu CHU ; Hongsheng DING ; Yaqing ZHOU
Chinese Critical Care Medicine 2023;35(7):724-729
OBJECTIVE:
To analyze the clinical characteristics and risk factors of early acute liver injury in patients with heat stroke (HS), and to provide basis for early identification of HS-related liver injury and its pathogenesis in clinical practice.
METHODS:
The clinical data of patients with HS admitted to the department of critical care medicine of Haian People's Hospital from June 2015 to August 2022 were retrospectively analyzed. The patients with HS were divided into early liver injury group and early non-liver injury group according to the occurrence of acute liver injury within 24 hours of admission. The differences of basic data, clinical data, laboratory indexes and clinical outcomes of the two groups were analyzed. Logistic regression was used to analyze the risk factors for early HS-related acute liver injury, and receiver operator characteristic (ROC) curves were drawn to evaluate their value in predicting the occurrence of early HS-related acute liver injury.
RESULTS:
A total of 76 patients with HS were enrolled, and 46 patients with acute liver injury, accounting for 60.53%. In the early liver injury group, 14 patients (30.43%) had elevated aminotransferase alone, 9 patients (19.57%) had elevated total bilirubin (TBil) alone, and 23 patients (50.00%) had elevated both aminotransferase and TBil. Among the patients with elevated aminotransferases, 24 patients (64.87%) had mild elevation, 5 patients (13.51%) had moderate elevation, 8 patients (21.62%) had severe elevation. Compared with the early non-liver injury group, acute physiology and chronic health evaluation II (APACHE II), sequential organ failure assessment (SOFA), arterial blood lactate (Lac), interleukin-6 (IL-6), procalcitonin (PCT), alanine aminotransferase (ALT), aspartate aminotransferase (AST), TBil, γ-gamma glutamyl transferase (γ-GGT), lactate dehydrogenase (LDH), creatine kinase (CK), MB isoenzyme of creatine kinase (CK-MB), cardiac troponin I (cTnI), myoglobin (MYO), N-terminal B-type pro-brain natriuretic peptide (NT-proBNP), prothrombin time (PT), activated partial thromboplastin time (APTT), D-dimer in the early liver injury group were significantly increased, while platelet count (PLT) were significantly decreased within 24 hours after admission, the 28-day mortality was significantly increased [28.26% (13/46) vs. 6.67% (2/30)], and the differences were statistically significant (all P < 0.05). Univariate Logistic regression analysis showed that APACHE II score, SOFA score, PLT, Lac, IL-6, PCT, γ-GGT, LDH, CK, CK-MB, cTnI, MYO, PT, APTT, D-dimer were risk factors of early HS-related acute liver injury (all P < 0.05). Multivariate Logistic regression analysis showed that PLT, IL-6, and LDH were independent risk factors of early HS-related acute liver injury [odds ratio (OR) and 95% confidence interval (95%CI) were 0.986 (0.974-0.998), 1.027 (1.012-1.041), and 1.002 (1.000-1.004), all P < 0.05]. The ROC curve analysis showed that the area under the ROC curve (AUC) of PLT, IL-6 and LDH for predicting the occurrence of early HS-related acute liver injury was 0.672 (95%CI was 0.548-0.797), 0.897 (95%CI was 0.824-0.971) and 0.833 (95%CI was 0.739-0.927), respectively. IL-6 had the highest predictive value for early HS-related liver injury. When the optimal diagnostic threshold of IL-6 was 48.25 ng/L, the sensitivity was 95.7%, the specificity was 73.3%, and the predictive value of PLT was the lowest.
CONCLUSIONS
The early HS-related liver injury is mainly manifested as the simultaneous elevation of aminotransferase and TBil, and most of cases are mild liver injury. PLT, IL-6 and LDH are independent risk factors of early HS-related acute liver injury.
Humans
;
Prognosis
;
Retrospective Studies
;
Interleukin-6
;
ROC Curve
;
Sepsis/diagnosis*
;
Heat Stroke/complications*
;
Risk Factors
;
Alanine Transaminase
;
Creatine Kinase, MB Form
;
Lactic Acid
;
Creatine Kinase

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