1.Deep learning for accurate lung artery segmentation with shape-position priors
Chao GUO ; Xuehan GAO ; Qidi HU ; Jian LI ; Haixing ZHU ; Ke ZHAO ; Weipeng LIU ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(03):332-338
Objective To propose a lung artery segmentation method that integrates shape and position prior knowledge, aiming to solve the issues of inaccurate segmentation caused by the high similarity and small size differences between the lung arteries and surrounding tissues in CT images. Methods Based on the three-dimensional U-Net network architecture and relying on the PARSE 2022 database image data, shape and position prior knowledge was introduced to design feature extraction and fusion strategies to enhance the ability of lung artery segmentation. The data of the patients were divided into three groups: a training set, a validation set, and a test set. The performance metrics for evaluating the model included Dice Similarity Coefficient (DSC), sensitivity, accuracy, and Hausdorff distance (HD95). Results The study included lung artery imaging data from 203 patients, including 100 patients in the training set, 30 patients in the validation set, and 73 patients in the test set. Through the backbone network, a rough segmentation of the lung arteries was performed to obtain a complete vascular structure; the branch network integrating shape and position information was used to extract features of small pulmonary arteries, reducing interference from the pulmonary artery trunk and left and right pulmonary arteries. Experimental results showed that the segmentation model based on shape and position prior knowledge had a higher DSC (82.81%±3.20% vs. 80.47%±3.17% vs. 80.36%±3.43%), sensitivity (85.30%±8.04% vs. 80.95%±6.89% vs. 82.82%±7.29%), and accuracy (81.63%±7.53% vs. 81.19%±8.35% vs. 79.36%±8.98%) compared to traditional three-dimensional U-Net and V-Net methods. HD95 could reach (9.52±4.29) mm, which was 6.05 mm shorter than traditional methods, showing excellent performance in segmentation boundaries. Conclusion The lung artery segmentation method based on shape and position prior knowledge can achieve precise segmentation of lung artery vessels and has potential application value in tasks such as bronchoscopy or percutaneous puncture surgery navigation.
2.All-cause evaluation and prognosis analysis of patients retreated for locoregional recurrence of esophageal cancer after radical chemoradiotherapy
Shuguang LI ; Di WU ; Xiaobin WANG ; Xuehan GUO ; Wenbin SHEN ; Shuchai ZHU
Chinese Journal of Radiological Medicine and Protection 2024;44(11):936-943
Objective:To conduct a systematic evaluation of prognostic factors for retreatment of esophageal cancer patients with locoregional recurrence after radical chemoradiotherapy, and provide a clinical reference for selecting individualized retreatment schemes and improving their survival.Methods:A retrospective analysis was performed on the clinical data of 85 patients with esophageal cancer who experienced locoregional recurrence at least 1 year after radical radiotherapy or chemotherapy at the Department of Radiation Oncology in the Fourth Hospital of Hebei Medical University from January 2008 to December 2017. The effects of different nutritional and immune status and retreatment schemes on survival were compared, and the prognostic factors for retreatment were subjected to comprehensive subgroup analysis.Results:As of December 2021, the follow-up rate for all patients was 93%. The 1-, 2-, 3-, and 5-year overall survival rates of all patients after retreatment were 31.5%, 18.6%, 10.6%, and 6.6%, respectively. For patients who received radiotherapy or chemoradiotherapy, the 1-, 2-, 3-, and 5-year overall survival rates were 36.8%, 22.3%, 13.0% and 9.3%, respectively. Multivariable analysis showed that the time interval between the first treatment and recurrence, the retreatment schemes after recurrence, the level of serum albumin before retreatment, and the prognostic nutritional index before retreatment were independent prognostic factors for survival after retreatment ( P<0.05). Subgroup analysis was performed on the combinations of peripheral blood hemoglobin level, albumin level, and prognostic nutritional index before retreatment, as well as systemic immune inflammation index and short-term curative effect after retreatment. The results showed that the comprehensive analysis of blood routine and serum albumin indicators could accurately predict the survival after retreatment. Conclusions:The nutritional and immune status of patients with locoregional recurrence of esophageal cancer after chemoradiotherapy can be used to predict the prognosis of retreatment. The time interval between the first treatment and recurrence and the retreatment scheme significantly affect the survival after retreatment. The retreatment scheme should be rigorously evaluated and appropriately selected to improve the benefit-risk ratio.
3.Identification of lipid droplets in gut bacteria.
Kai ZHANG ; Chang ZHOU ; Zemin LI ; Xuehan LI ; Ziyun ZHOU ; Linjia CHENG ; Ahmed Hammad MIRZA ; Yumeng SHI ; Bingbing CHEN ; Mengwei ZHANG ; Liujuan CUI ; Congyan ZHANG ; Taotao WEI ; Xuelin ZHANG ; Shuyan ZHANG ; Pingsheng LIU
Protein & Cell 2023;14(2):143-148
4.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.
5.Diagnosis, treatment and prognosis of primary mediastinal yolk sac tumor in 18 patients
Xuehan GAO ; Yeye CHEN ; Jiaqi ZHANG ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(09):1280-1289
Objective To investigate the clinical characteristics and treatment of primary mediastinal yolk sac tumor (PMYST). Methods We collected the clinical data of PMYST patients who were admitted to the Department of Thoracic Surgery of Peking Union Medical College Hospital from September 2000 to September 2020. The clinical and pathological characteristics, treatment and prognosis of PMYST patients were retrospectively analyzed. Results Finally 18 patients were enrolled, including 17 males and 1 female with a median age of 22.0 (16.6, 26.2) years. Patients had increased level of alpha fetoprotein (AFP). The pathological type can be single yolk sac tumor or combined with other mediastinal germ cell tumors. Chemotherapy and radical surgery were the main treatment methods. Extensive resection was feasible for patients with tumor invasion of other organs. Seven patients developed lung or pleural metastasis after operation, and 3 of them had extrapleural metastasis. One patient recurred within 1 year after surgery. All patients were followed up by telephone or outpatient department. At the last follow-up, 5 patients survived, 9 died, and 4 were lost to follow up, with a median survival of 16.8 months. The median disease-free survival was 14.9 months. The survival rates at 1, 3 and 5 years were 73.3%, 28.6% and 11.8%, respectively. Conclusion PMYST often occurs in young-middle aged male patients. Preoperative puncture can provide an effective diagnostic basis. R0 resection, AFP returning to normal after treatment and no metastasis may be potential indicators of good prognosis. The overall prognosis of PMYST is poor, and some patients can achieve long-term survival after treatment.
6.Prognostic value of pre-treatment prognostic nutrition index in patients with cervical and thoracic upper esophageal squamous cell carcinoma and radiation induced esophagitis
Shuguang LI ; Junqiang CHEN ; Youmei LI ; Xuehan GUO ; Wenzhao DENG ; Xiaobin WANG ; Shuchai ZHU ; Wenbin SHEN
Chinese Journal of Radiation Oncology 2023;32(8):689-696
Objective:To investigate the prognostic value of Onodera's prognostic nutrition index (PNI) before treatment in patients with cervical and upper thoracic esophageal squamous cell carcinoma (CUTESCC) undergoing definitive chemoradiotherapy (dCRT) and its predictive value in the occurrence of ≥ grade 2 radiation esophagitis (RE).Methods:The data of 163 CUTESCC patients eligible for inclusion criteria admitted to the Fourth Hospital of Hebei Medical University from January 2012 to December 2017 were retrospectively analyzed. The receiver operating characteristic (ROC) curve was used to calculate the best cut-off value of PNI for predicting the prognosis of patients. The prognosis of patients was analyzed by univariate and Cox multivariate analyses. Logistics binary regression model was adopted to analyze the risk factors of ≥ grade 2 RE in univariate and multivariate analyses. The significant factors in logistic multivariate analysis were used to construct nomogram for predicting ≥ grade 2 RE.Results:The optimal cut-off value of PNI was 48.57 [area under the curve (AUC): 0.653, P<0.001]. The median overall survival (OS) and progression-free survival (PFS) were 26.1 and 19.4 months, respectively. The OS ( χ2=6.900, P=0.009) and PFS ( χ2=9.902, P=0.003) of patients in the PNI ≥ 48.57 group ( n=47) were significantly better than those in the PNI < 48.57 group ( n=116). Cox multivariate analysis showed that cTNM stage and PNI were the independent predictors of OS ( HR=1.513, 95% CI: 1.193-1.920, P=0.001; HR=1.807, 95% CI: 1.164-2.807, P=0.008) and PFS ( HR=1.595, 95% CI: 1.247-2.039, P<0.001; HR=2.260, 95% CI: 1.439-3.550, P<0.001). Short-term efficacy was another independent index affecting PFS ( HR=2.072, 95% CI: 1.072-4.003, P=0.030). Logistic multivariate analysis showed that the maximum transverse diameter of the lesion ( OR=3.026, 95% CI: 1.266-7.229, P=0.013), gross tumor volume (GTV) ( OR=3.456, 95% CI: 1.373-8.699, P=0.008), prescription dose ( OR=3.124, 95% CI: 1.346-7.246, P=0.009) and PNI ( OR=2.072, 95% CI: 1.072-4.003, P=0.030) were the independent factors affecting the occurrence of ≥ grade 2 RE. These four indicators were included in the nomogram model, and ROC curve analysis showed that the model could properly predict the occurrence of ≥ grade 2 RE (AUC=0.686, 95% CI: 0.585-0.787). The calibration curve indicated that the actually observed values were in good agreement with the predicted RE. Decision curve analysis (DCA) demonstrated satisfactory nomogram positive net returns in most threshold probabilities. Conclusions:PNI before treatment is an independent prognostic factor for patients with CUTESCC who received definitive chemoradiotherapy. The maximum transverse diameter of the lesion, GTV, prescription dose and PNI are the risk factors for ≥ grade 2 RE in this cohort. Establishing a prediction model including these factors has greater predictive value.
7.Efficacy and safety of controlled low central venous pressure applied during hepatectomy: a meta-analysis
Xuehan WU ; Lanmei LIANG ; Kun WEI ; Tong YUAN ; Han LI
Chinese Journal of Anesthesiology 2022;42(11):1353-1359
Objective:To systematically evaluate the efficacy and safety of controlled low central venous pressure (CLCVP) applied in patients undergoing hepatectomy.Methods:PubMed, Web of Science, Cochrane Library, CNKI, Wanfang, and VIP databases were searched from inception to October 1, 2022 for randomized controlled trials (RCTs) involving CLCVP in hepatectomy.All RCTs enrolled included CLCVP group and conventional operation group.The major evaluation indicators were intraoperative blood loss, operation duration and intraoperative blood transfusion.The secondary evaluation indicators were intraoperative monitoring indicators, postoperative liver and renal function, and complications at 1 day after operation.Meta-analysis was performed using the RevMan 5.3 software.Results:A total of 25 RCTs involving 1 816 patients were finally included.Compared with conventional operation group, the intraoperative blood loss was significantly reduced, the operation time was shorten, the rate of intraoperative blood transfusion was decreased, the amount of blood transfused was decreased ( P<0.01), and no significant change was found in intraoperative hemodynamic parameters and parameters of liver and renal function at 1 day after operation, and incidence of gas embolism, pleural effusion and bile leakage in CLCVP group ( P>0.05). Conclusions:CLCVP is safe and effective during hepatectomy.
8.The diagnosis and treatment of pulmonary inflammatory myofibroblastic tumor: a single center retrospective study and literature review
Ke ZHAO ; Jiaqi ZHANG ; Ke RAO ; Lei LIU ; Guige WANG ; Wenliang BAI ; Mengxin ZHOU ; Xuehan GAO ; Shanqing LI
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(6):380-384
Pulmonary inflammatory myofibroblastic tumor (PIMT) is a rare lung tumor that is poorly understood by clinicians. Based on the data of patients with PIMT in our center, a comprehensive search and a brief summary analysis of previous reports of the disease were carried out in this article. PIMTs were more likely to be present in male patients and in the right lung, and their clinical and radiographic findings were heterogeneous. Surgery is the most important treatment method, and complete resection is of great significance to the prognosis of patients. Targeted therapy represented by crizotinib may be helpful for patients with positive ALK mutations.
9.Association between smoking and surgical site infection after spine surgery: a meta-analysis
Yan SUN ; Xuehan LI ; Benqing ZHU
International Journal of Biomedical Engineering 2021;44(5):367-373
Objective:To investigate the effect of smoking on surgical site infection (SSI) after spinal surgery, and to provide evidence-based information for preventing the occurrence of SSI after spinal surgery.Methods:Literature searches were independently conducted in PubMed, EMBASE, CNKI, Wanfang and other databases from January 2000 to June 2020 by two researchers. Stata13.0 software was used to analyze the included literatures. Statistical analysis and subgroup analysis were preformed based on different population, research types, and adjustments.Results:44 literatures were finally included, involving 79 601 samples including 3 016 cases in the infected group. Compared with non-smokers, the combined odds ratio ( OR) of SSI in smokers after spinal surgery was 1.45 (95% CI: 1.25~1.68). The results of subgroup analysis showed that the risk of SSI in the yellow population and smokers after spinal surgery was 1.69 times that of the control group (95% CI: 1.35~2.12), and no such association was found in the white population. Smokers in the case-control studies and cohort studies had a higher risk of SSI after spinal surgery than that of the control group. Regardless of whether the effect size was adjusted, smokers had a higher risk of SSI after spinal surgery than that of the control group. Conclusions:This study has the advantages of using the latest data, including more literature, and analyzing ethnicity for the first time. The results show that smokers have a higher risk of SSI after spinal surgery. Clinically, patients should be encouraged to quit smoking to reduce the risk of SSI after spinal surgery. However, when to quit smoking to achieve the maximum benefit still needs further research.
10.Comparison of Autogenous Tooth Materials and Other Bone Grafts
Shuxin ZHANG ; Xuehan LI ; Yanxin QI ; Xiaoqian MA ; Shuzhan QIAO ; HongXin CAI ; Bing Cheng ZHAO ; Heng Bo JIANG ; Eui-Seok LEE
Tissue Engineering and Regenerative Medicine 2021;18(3):327-341
Autogenous odontogenic materials are a new, highly biocompatible option for jaw restoration. The inorganic component of autogenous teeth acts as a scaffold to maintain the volume and enable donor cell attachment and proliferation; the organic component contains various growth factors that promote bone reconstruction and repair. The composition of dentin is similar to that of bone, which can be a rationale for promoting bone reconstruction. Recent advances have been made in the field of autogenous odontogenic materials, and studies have confirmed their safety and feasibility after successful clinical application. Autogenous odontogenic materials have unique characteristics compared with other bone-repair materials, such as the conventional autogenous, allogeneic, xenogeneic, and alloplastic bone substitutes. To encourage further research into odontogenic bone grafts, we compared the composition, osteogenesis, and development of autogenous odontogenic materials with those of other bone grafts. In conclusion, odontogenic bone grafts should be classified as a novel bone substitute.

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