1.The effect of body mass index and inferior pulmonary ligament division on the residual lung expansion after right upper lobectomy: A retrospective cohort study in a single center
Guang MU ; Wenhao ZHANG ; Hongchang WANG ; Yan GU ; Chenghao FU ; Wentao XUE ; Shiyuan XIE ; Tong WANG ; Ke WEI ; Yang XIA ; Liang CHEN ; Jun WANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):261-266
Objective To analyze the effect of releasing the lower pulmonary ligament on right residual lung expansion after right upper lobe resection under different body mass index (BMI) levels. Methods The clinical data of patients who underwent thoracoscopic right upper lobe resection in the First Affiliated Hospital with Nanjing Medical University from 2021 to 2022 were retrospectively analyzed. Patients were divided into a group A (17 kg/m2<BMI≤23 kg/m2), a group B (23 kg/m2<BMI≤29 kg/m2) and a group C (BMI>29 kg/m2) according to BMI. The presence of residual cavity was judged by chest X-ray at 7-10 days after operation, the degree of compensation change of the right main bronchus angle was measured, and the changes in lung volume were determined by CT three-dimensional reconstruction. Results A total of 157 patients who underwent thoracoscopic right upper lobe resection were included, including 71 males and 86 females, with an average age of (59.7±11.2) years. There were 50 patients in the group A, 75 patients in the group B, and 32 patients in the group C. In the group A, compared with those without releasing the lower pulmonary ligament, patients with releasing had a lower incidence of postoperative residual cavity (P=0.016), greater changes in bronchus angle (P<0.001), and smaller changes in lung volume (P<0.001). In the group B and C, there was no significant effect of releasing the lower pulmonary ligament on postoperative residual cavity, bronchus angle, and lung volume changes (P>0.05). Conclusion For patients with thin and long body shape and low BMI, releasing the lower pulmonary ligament is helpful to promote the expansion of the residual lung after right upper lobe resection and reduce the occurrence of postoperative residual cavity in patients.
2.Effect of Heat-sensitive Moxibustion on Quality of Life and Immune Function in Non-Small Cell Lung Cancer Patients with Qi Deficiency and Phlegm Stasis Syndrome Undergoing Chemotherapy:A Randomized Controlled Trial
Wenhao ZHAN ; Qian DING ; Zhiwei DONG ; Ting LI ; Shumei FU ; Ning TIAN
Journal of Traditional Chinese Medicine 2026;67(12):1289-1296
ObjectiveTo observe the effect of heat-sensitive moxibustion on quality of life and immune function in non-small cell lung cancer (NSCLC) patients undergoing chemotherapy. MethodsSeventy NSCLC patients with qi deficiency and phlegm stasis syndrome were randomly divided into an intervention group and a control group, with 35 cases in each group. The control group received chemotherapy combined with routine symptomatic treatment, while the intervention group additionally received heat-sensitive moxibustion since the first day of chemotherapy. Acupoints included Dazhui (GV14), bilateral Feishu (BL13), Zhongwan (CV12), Qihai (CV6), and Guanyuan (CV4). The site exhibiting the strongest heat-sensitization response was selected for moxibustion. Treatment was administered for 45 minutes per session, three times weekly for three consecutive weeks, totaling nine sessions. Before and after treatment, quality of life was assessed using the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30), and traditional Chinese medicine (TCM) syndrome scores were evaluated. Peripheral blood levels of natural killer (NK) cells and T-lymphocyte subsets including CD3+, CD4+, and CD8+, and CD4+/CD8+ ratio were measured. Levels of programmed cell death protein-1 (PD-1), including PD-1⁺CD4⁺ and PD-1⁺CD8⁺ cells, were also assessed. Liver and renal function were monitored before and after treatment, and adverse events were recorded. ResultsIn the intervention group, 1 participant withdrew and 1 was excluded, while in the control group, 2 participants withdrew. Ultimately, 33 participants in each group were included in the final analysis. The intervention group showed significant improvements in physical, role, emotional, cognitive, and social functioning, as well as global health status after treatment, while scores for fatigue, nausea and vomiting, dyspnea, appetite loss, diarrhea, and TCM syndrome scale were significantly decreased (P<0.05). Moreover, the intervention group demonstrated higher scores in physical functioning, role functioning, and global health status, as well as lower scores for fatigue, nausea and vomiting, dyspnea, appetite loss, diarrhea, and the TCM syndrome scale than the control group (P<0.05). After treatment, the levels of peripheral NK cells and PD-1⁺CD8⁺ T cells in the intervention group increased significantly; furthermore, the intervention group exhibited higher peripheral NK cell levels and lower PD-1⁺CD8⁺ T cell levels than the control group (P<0.05). No significant differences were found in liver or renal function between the two groups (P>0.05). In addition, no adverse events such as burns or moxibustion-induced syncope occurred during the study. ConclusionHeat-sensitive moxibustion as an adjunctive therapy may enhance immune function, alleviate clinical symptoms, and improve quality of life, while demonstrating a favorable safety profile in NSCLC patients with qi deficiency and phlegm stasis.
3.Status and influencing factors of air quality in static state of clean operating rooms in 41 medical institutions in Xi'an from 2017 to 2021
Ruru LIU ; Xin WANG ; Chen CHEN ; Fei WANG ; Wenhao LI ; Pengfei WANG ; Yulong LIU ; Han FU
Chinese Journal of Nosocomiology 2025;35(15):2368-2373
OBJECTIVE To investigate the current status of air quality in clean operating rooms in Xi'an and explore the possible influencing factors,thus to provide data support for improving the quality of operating room manage-ment.METHODS According to GB50333-2013"Architectural technical code for hospital clean operating depart-ment",on-site monitoring was conducted from 2017 to 2021 on the air quality of 242 clean operating rooms in 41 hospitals in Xi'an,and the results were compared and analyzed.RESULTS Among the operating rooms being sur-veyed,130 were from secondary hospitals,112 from tertiary hospitals;seventy-nine were ClassⅠoperating rooms,26 were ClassⅡ,137 were ClassⅢ.The pass rate for settling bacterial was 98.35%,with 94.94%for ClassⅠoperating rooms,which was significantly lower than that in ClassⅡand ClassⅢ operating rooms(χ2=6.565,P=0.022).The pass rate for dust particles was 69.01%,with 43.04%for ClassⅠoperating rooms,and there was significant difference among different levels of operating rooms(χ2=37.304,P<0.001).The pass rate for dust particles in tertiary hospitals was 61.61%,lower than that in secondary hospitals(75.38%;χ2=5.340,P=0.021).The pass rate for dust particles≥0.5μm and≥5μm were 85.12%and 74.79%,respectively.Among the operating rooms with unqualified dust particles,those with both≥0.5 μm and≥5 μm dust particles not meeting standards accounted for 29.33%,and those with only≥0.5 μm dust particles not meeting standards accounted for 18.67%.Multivariate logistic regression analysis showed that influencing factors for air quality in clean operating rooms included the year of monitoring and the level of the operating room,while the sampling area and hospital level were not statistically associated with the outcomes.CONCLUSION The overall air quality of op-erating rooms in Xi'an is not optimistic,the pass rate is affected by the year of monitoring and the clean levels of the operating rooms,indicating a need to strengthen routine management and monitoring of clean operating rooms.
4.Prediction of lymph node metastasis in invasive lung adenocarcinoma based on radiomics of the primary lesion, peritumoral region, and tumor habitat: A single-center retrospective study
Hongchang WANG ; Yan GU ; Wenhao ZHANG ; Guang MU ; Wentao XUE ; Mengen WANG ; Chenghao FU ; Liang CHEN ; Mei YUAN ; Jun WANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(08):1079-1085
Objective To predict the lymph node metastasis status of patients with invasive pulmonary adenocarcinoma by constructing machine learning models based on primary tumor radiomics, peritumoral radiomics, and habitat radiomics, and to evaluate the predictive performance and generalization ability of different imaging features. Methods A retrospective analysis was performed on the clinical data of 1 263 patients with invasive pulmonary adenocarcinoma who underwent surgery at the Department of Thoracic Surgery, Jiangsu Province Hospital, from 2016 to 2019. Habitat regions were delineated by applying K-means clustering (average cluster number of 2) to the grayscale values of CT images. The peritumoral region was defined as a uniformly expanded area of 3 mm around the primary tumor. The primary tumor region was automatically segmented using V-net combined with manual correction and annotation. Subsequently, radiomics features were extracted based on these regions, and stacked machine learning models were constructed. Model performance was evaluated on the training, testing, and internal validation sets using the area under the receiver operating characteristic curve (AUC), F1 score, recall, and precision. Results After excluding patients who did not meet the screening criteria, a total of 651 patients were included. The training set consisted of 468 patients (181 males, 287 females) with an average age of (58.39±11.23) years, ranging from 29 to 78 years, the testing set included 140 patients (56 males, 84 females) with an average age of (58.81±10.70) years, ranging from 34 to 82 years, and the internal validation set comprised 43 patients (14 males, 29 females) with an average age of (60.16±10.68) years, ranging from 29 to 78 years. Although the habitat radiomics model did not show the optimal performance in the training set, it exhibited superior performance in the internal validation set, with an AUC of 0.952 [95%CI (0.87, 1.00)], an F1 score of 84.62%, and a precision-recall AUC of 0.892, outperforming the models based on the primary tumor and peritumoral regions. Conclusion The model constructed based on habitat radiomics demonstrated superior performance in the internal validation set, suggesting its potential for better generalization ability and clinical application in predicting lymph node metastasis status in pulmonary adenocarcinoma.
5.Development and multicenter validation of machine learning models for predicting postoperative pulmonary complications after neurosurgery.
Ming XU ; Wenhao ZHU ; Siyu HOU ; Hongzhi XU ; Jingwen XIA ; Liyu LIN ; Hao FU ; Mingyu YOU ; Jiafeng WANG ; Zhi XIE ; Xiaohong WEN ; Yingwei WANG
Chinese Medical Journal 2025;138(17):2170-2179
BACKGROUND:
Postoperative pulmonary complications (PPCs) are major adverse events in neurosurgical patients. This study aimed to develop and validate machine learning models predicting PPCs after neurosurgery.
METHODS:
PPCs were defined according to the European Perioperative Clinical Outcome standards as occurring within 7 postoperative days. Data of cases meeting inclusion/exclusion criteria were extracted from the anesthesia information management system to create three datasets: The development (data of Huashan Hospital, Fudan University from 2018 to 2020), temporal validation (data of Huashan Hospital, Fudan University in 2021) and external validation (data of other three hospitals in 2023) datasets. Machine learning models of six algorithms were trained using either 35 retrievable and plausible features or the 11 features selected by Lasso regression. Temporal validation was conducted for all models and the 11-feature models were also externally validated. Independent risk factors were identified and feature importance in top models was analyzed.
RESULTS:
PPCs occurred in 712 of 7533 (9.5%), 258 of 2824 (9.1%), and 207 of 2300 (9.0%) patients in the development, temporal validation and external validation datasets, respectively. During cross-validation training, all models except Bayes demonstrated good discrimination with an area under the receiver operating characteristic curve (AUC) of 0.840. In temporal validation of full-feature models, deep neural network (DNN) performed the best with an AUC of 0.835 (95% confidence interval [CI]: 0.805-0.858) and a Brier score of 0.069, followed by Logistic regression (LR), random forest and XGBoost. The 11-feature models performed comparable to full-feature models with very close but statistically significantly lower AUCs, with the top models of DNN and LR in temporal and external validations. An 11-feature nomogram was drawn based on the LR algorithm and it outperformed the minimally modified Assess respiratory RIsk in Surgical patients in CATalonia (ARISCAT) and Laparoscopic Surgery Video Educational Guidelines (LAS VEGAS) scores with a higher AUC (LR: 0.824, ARISCAT: 0.672, LAS: 0.663). Independent risk factors based on multivariate LR mostly overlapped with Lasso-selected features, but lacked consistency with the important features using the Shapley additive explanation (SHAP) method of the LR model.
CONCLUSIONS:
The developed models, especially the DNN model and the nomogram, had good discrimination and calibration, and could be used for predicting PPCs in neurosurgical patients. The establishment of machine learning models and the ascertainment of risk factors might assist clinical decision support for improving surgical outcomes.
TRIAL REGISTRATION
ChiCTR 2100047474; https://www.chictr.org.cn/showproj.html?proj=128279 .
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
;
Algorithms
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Lung Diseases/etiology*
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Machine Learning
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Neurosurgical Procedures/adverse effects*
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Postoperative Complications/diagnosis*
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Risk Factors
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ROC Curve
6.Status and influencing factors of air quality in static state of clean operating rooms in 41 medical institutions in Xi'an from 2017 to 2021
Ruru LIU ; Xin WANG ; Chen CHEN ; Fei WANG ; Wenhao LI ; Pengfei WANG ; Yulong LIU ; Han FU
Chinese Journal of Nosocomiology 2025;35(15):2368-2373
OBJECTIVE To investigate the current status of air quality in clean operating rooms in Xi'an and explore the possible influencing factors,thus to provide data support for improving the quality of operating room manage-ment.METHODS According to GB50333-2013"Architectural technical code for hospital clean operating depart-ment",on-site monitoring was conducted from 2017 to 2021 on the air quality of 242 clean operating rooms in 41 hospitals in Xi'an,and the results were compared and analyzed.RESULTS Among the operating rooms being sur-veyed,130 were from secondary hospitals,112 from tertiary hospitals;seventy-nine were ClassⅠoperating rooms,26 were ClassⅡ,137 were ClassⅢ.The pass rate for settling bacterial was 98.35%,with 94.94%for ClassⅠoperating rooms,which was significantly lower than that in ClassⅡand ClassⅢ operating rooms(χ2=6.565,P=0.022).The pass rate for dust particles was 69.01%,with 43.04%for ClassⅠoperating rooms,and there was significant difference among different levels of operating rooms(χ2=37.304,P<0.001).The pass rate for dust particles in tertiary hospitals was 61.61%,lower than that in secondary hospitals(75.38%;χ2=5.340,P=0.021).The pass rate for dust particles≥0.5μm and≥5μm were 85.12%and 74.79%,respectively.Among the operating rooms with unqualified dust particles,those with both≥0.5 μm and≥5 μm dust particles not meeting standards accounted for 29.33%,and those with only≥0.5 μm dust particles not meeting standards accounted for 18.67%.Multivariate logistic regression analysis showed that influencing factors for air quality in clean operating rooms included the year of monitoring and the level of the operating room,while the sampling area and hospital level were not statistically associated with the outcomes.CONCLUSION The overall air quality of op-erating rooms in Xi'an is not optimistic,the pass rate is affected by the year of monitoring and the clean levels of the operating rooms,indicating a need to strengthen routine management and monitoring of clean operating rooms.
7.Imaging manifestation of crossed ectopic fused kidney
Liuliu ZHANG ; Wenhao FU ; Mengya SUN ; Guanglei TANG ; Jian GUAN
Chinese Journal of Medical Imaging Technology 2024;40(2):261-265
Objective To explore imaging manifestations of crossed ectopic fused kidney.Methods Data of 12 patients with crossed ectopic fused kidney were retrospectively analyzed,and the imaging manifestations of crossed ectopic fused kidney were observed.Results L type crossed ectopic fused kidney was detected in 5 cases,while inferior ectopic type(Ii type),S-shaped type and lump type(O type)ectopic fused kidney was found each in 2 cases,respectively,and doughnut or disc type(C-C type)ectopic fused kidney was noticed in 1 case.The ectopic fused kidney presented with empty one side renal cavity,while the morphology and position of the contralateral kidney were generally normal in all 12 cases,which crossed the midline and fused with the contralateral in situ kidney,including right to left crossed ectopic fusion in 8 cases and left to right crossed ectopic fusion in 4 cases.The ureters of the crossing kidney went across the midline,opened into the bladder trigone on the contralateral side in 11 cases or prostate in 1 case.Combined reproductive system abnormalities were found in 3 cases,including unicornous uterus,bicornuate uterus and cryptorchidism each in 1 case.Two cases were found complicated with abnormal inferior vena cava,including 1 case of both side inferior vena cava and 1 case of left inferior vena cava.Conclusion The imaging manifestations of crossed ectopic fused kidney had characteristics.Complete displaying of reveal fused kidney,ureteral course and opening was helpful to accurate diagnosis and classification of crossed ectopic fused kidney.
8.Effect of apoptosis inhibitor of macrophage in inflammatory reactions and lipid metabolic diseases
Fan ZHANG ; Chunyu TIAN ; Jingcun WANG ; Xiaojin LA ; Qianru FU ; Jie LI ; Wenhao FU
Chinese Journal of Comparative Medicine 2024;34(3):142-148
Apoptosis inhibitor of macrophage(AIM)belongs to group B of the scavenger receptor cysteine rich-super family.AIM is a soluble protein secreted by macrophages.The expression of this protein is controlled by the liver X receptor.AIM,which is secreted by macrophages,plays important and broad roles in the immune responses of the body.It not only inhibits the apoptosis of macrophages but also participates in the regulation of macrophage polarization.In addition,studies have revealed that AIM is involved in various physiological and pathological processes,such as inflammation,obesity,atherosclerosis,and cancer.It has been used as a biological marker for the diagnosis of diseases such as tuberculosis and liver cirrhosis.Moreover,it can promote the lipolysis of adipose cells by inhibiting the activity of fatty acid synthase(FAS),playing an important role in the regulation of lipid homeostasis,lipid metabolism,and autoimmune diseases.In this paper,we review the multiple functional characteristics of AIM and its effects on inflammation,lipid metabolism,and related diseases to provide a theoretical basis for relevant medical research.
9.Targeting macrophagic 17β-HSD7 by fenretinide for the treatment of nonalcoholic fatty liver disease.
Xiaoyu DONG ; Yiting FENG ; Dongqin XU ; Mengya ZHANG ; Xiao WEN ; Wenhao ZHAO ; Qintong HU ; Qinyong ZHANG ; Hui FU ; Jie PING
Acta Pharmaceutica Sinica B 2023;13(1):142-156
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease worldwide and macrophage polarization plays an important role in its pathogenesis. However, which molecule regulates macrophage polarization in NAFLD remains unclear. Herein, we showed NAFLD mice exhibited increased 17β-hydroxysteroid dehydrogenase type 7 (17β-HSD7) expression in hepatic macrophages concomitantly with elevated M1 polarization. Single-cell RNA sequencing on hepatic non-parenchymal cells isolated from wild-type littermates and macrophage-17β-HSD7 knockout mice fed with high fat diet (HFD) for 6 weeks revealed that lipid metabolism pathways were notably changed. Furthermore, 17β-HSD7 deficiency in macrophages attenuated HFD-induced hepatic steatosis, insulin resistance and liver injury. Mechanistically, 17β-HSD7 triggered NLRP3 inflammasome activation by increasing free cholesterol content, thereby promoting M1 polarization of macrophages and the secretion of pro-inflammatory cytokines. In addition, to help demonstrate that 17β-HSD7 is a potential drug target for NAFLD, fenretinide was screened out from an FDA-approved drug library based on its 17β-HSD7 dehydrogenase inhibitory activity. Fenretinide dose-dependently abrogated macrophage polarization and pro-inflammatory cytokines production, and subsequently inhibited fat deposition in hepatocytes co-cultured with macrophages. In conclusion, our findings suggest that blockade of 17β-HSD7 signaling by fenretinide would be a drug repurposing strategy for NAFLD treatment.
10.Clinical characteristics and electron transfer flavoprotein dehydrogenase genetic mutations in 26 patients with riboflavin reactive lipid deposition myopathy
Haiyan LIU ; Jun FU ; Mingming MA ; Qianqian QU ; Qi QIAN ; Wenhao CUI ; Yan ZHANG ; Haidong LYU
Chinese Journal of Neuromedicine 2022;21(5):486-491
Objective:To investigate the clinical characteristics and electron transfer flavoprotein dehydrogenase ( ETFDH) genetic mutations in patients with riboflavin responsive lipid storage myopathy (RR-LSM). Methods:A retrospective analysis was performed. The clinical data and muscular pathology of 26 patients with RR-LSM, admitted to our hospital from January 2009 to June 2021, were collected. Peripheral venous blood DNA was extracted, and the mutations of ETFDH gene were detected and analyzed by whole exome sequencing. Results:These 26 patients had onset of proximal limb myasthenia, 17 patients had difficulty in raising their head, 12 patients had mastication weakness, 6 had dysphagia, 5 had nausea and vomiting, and one was complicated with rhabdomyolysis and one was with reversible splenic lesion syndrome. Muscle biopsy indicated pathological deposition of lipid droplet, which type I fibers were involved mainly; degenerative necrotic muscle fibers were seen in a few cases. ETFDH gene mutations were detected in 26 patients; 23 patients had compound heterozygous mutation, two had single heterozygous mutation and one had homozygous mutation; 25 different mutation sites were found, mainly missense mutations; the C.770A>G frequency was the highest, accounting for 20% alleles (10/50); two novel mutation sites were found: c.1115A>G and c.1781T>C. Conclusion:RR-LSM is mainly characterized by proximal limb muscle weakness and fatigue intolerance, often accompanied by neck extensor and masticatory weakness; c. 770A>G is the hot site of ETFDH genetic mutations in RR-LSM patients.

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