1.Clinical applicability analysis of predictive models for radiation-induced lung injury in non-small cell lung cancer
Feng GUO ; Meng ZHANG ; Aonan DU ; Wenbin SHEN ; Honglin CHEN ; Qiang WANG
Chinese Journal of Radiological Health 2025;34(1):126-134
Objective To develop and validate a model to predict the risk of radiation-induced lung injury (RILI) and assess its clinical feasibility. Methods Clinical data from 125 patients with non-small cell lung cancer (NSCLC) were included in the study. The patients were divided into training group (88 cases) and validation group (38 cases). Key predictive factors were identified using univariate and multivariate logistic regression analyses combined with least absolute shrinkage and selection operator (LASSO) regression. A predictive model was constructed and evaluated using a nomogram, receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis. Results The key variables identified by the model were tumor volume (P = 0.017), Eastern Cooperative Oncology Group performance status score (P = 0.035), 95% of the minimum dose to the target volume (P = 0.028), percentage of bilateral lung volume receiving 20 Gy of radiation (P < 0.001), and neutrophil-to-lymphocyte ratio (P = 0.021). The ROC curve showed that the areas under the curve (AUC) for the model in the training and validation groups were 0.987 and 0.992, respectively, indicating good predictive ability. The calibration curve and decision curve further confirmed the accuracy and clinical practicability of the model. Conclusion The predictive model proposed in this study can accurately assess the risk of developing RILI in patients with NSCLC who have undergone radiotherapy, demonstrating its potential value in clinical practice.
2.Application of precise-guided temporary fixation assistive devices in proximal femoral nail antirotation fixation for femoral intertrochanteric fractures.
Wanming QU ; Hongbin ZHOU ; Xiangwei ZHANG ; Qinghua XIANG ; Wenbin SHEN ; Xin YU ; Wenyao CHEN ; Xinzhi LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(6):680-685
OBJECTIVE:
To investigate the feasibility and effectiveness of precise-guided temporary fixation assistive devices in assisting the main nail guide pin placement and precise temporary fixation in proximal femoral nail antirotation (PFNA) internal fixation of femoral intertrochanteric fractures.
METHODS:
A prospective randomized controlled study was conducted to analyze the clinical data of 60 patients with femoral intertrochanteric fractures over 65 years old who met the selection criteria between January 2020 and June 2022 and were treated with PFNA internal fixation. The patients were randomly divided into the trial group (auxiliary device guided main nail guide pin placement and temporary fixation) and the control group (conventional treatment), with 30 cases in each group. There was no significant difference in baseline data such as gender, age, cause of injury, time from injury to operation, fracture side, AO/Orthopaedic Trauma Association (AO/OTA) classification, and combined medical diseases between the two groups ( P>0.05). The operation time, times of main nail guide pin placement, intraoperative fluoroscopy frequency, intraoperative blood loss, and perioperative blood transfusion were recorded and compared between the two groups. The quality of fracture reduction was evaluated by CHANG Shimin et al criteria. Harris score was used to evaluate the hip function at 1 year after operation.
RESULTS:
In the trial group, 2 temporary fixation needles were successfully placed 2-5 times, including 2 times in 13 cases (43.3%), 3 times in 8 cases (26.7%), 4 times in 7 cases (23.3%), and 5 times in 2 cases (6.7%). The operation time, times of main nail guide pin placement, intraoperative fluoroscopy frequency, and intraoperative blood loss in the trial group were significantly less than those in the control group, and the reduction quality score was significantly better than that in the control group ( P<0.05). There was no significant difference in perioperative blood transfusion between the two groups ( P>0.05). All patients were followed up 12-19 months (mean, 15 months). There was no complication such as incision infection, deep vein thrombosis, or internal fixation loosening. At 1 year after operation, the Harris score of the affected hip joint in the trial group was significantly higher than that in the control group ( P<0.05).
CONCLUSION
The technique of main nail guide pin placement and temporary fixation under the guidance of auxiliary devices in PFNA internal fixation can achieve faster insertion of the main nail guide pin, accurate temporary fixation to maintain reduction, and avoid the subsequent operation space, so as to improve the effectiveness.
Humans
;
Bone Nails
;
Male
;
Female
;
Hip Fractures/surgery*
;
Fracture Fixation, Intramedullary/instrumentation*
;
Aged
;
Prospective Studies
;
Operative Time
;
Treatment Outcome
;
Fracture Fixation, Internal/instrumentation*
;
Aged, 80 and over
3.Study on the Application of Named Entity Recognition in Electronic Medical Records for Lymphedema Disease
Haocheng TANG ; Wanchun SU ; Xiuyuan JI ; Jianfeng XIN ; Song XIA ; Yuguang SUN ; Yi XU ; Wenbin SHEN
Journal of Medical Informatics 2024;45(2):52-58
Purpose/Significance The paper discusses the application of artificial intelligence technology to the key entity recognition ofunstructured text data in the electronic medical records of lymphedema patients.Method/Process It expounds the solution of model fine-tuning training under the background of sample scarcity,a total of 594 patients admitted to the department of lymphatic surgery of Beijing Shijitan Hospital,Capital Medical University are selected as the research objects.The prediction layer of the GlobalPointer model is fine-tuned according to 15 key entity categories labeled by clinicians,nested and non-nested key entities are identified with its glob-al pointer.The accuracy of the experimental results and the feasibility of clinical application are analyzed.Result/Conclusion After fine-tuning,the average accuracy rate,recall rate and Macro_F1 ofthe model are 0.795,0.641 and 0.697,respectively,which lay a foundation for accurate mining of lymphedema EMR data.
4.A study of the indicators for vitality measurement based on structural equation model analysis
Qi ZHOU ; Hong LI ; Jie ZHANG ; Qiang GAO ; Ji SHEN ; Jing LI ; Hong SHI ; Wenbin WU
Chinese Journal of Geriatrics 2024;43(3):324-328
Objective:To use structural equation modeling to identify the indicator variables of intrinsic ability vitality among the elderly population.Methods:The study collected data on seven variables commonly used to measure vitality and mobility, including body mass index, weight loss, calf circumference, grip strength, gait speed at 4 m, up and go, and up and sit, from the comprehensive geriatric assessment(CGA)of patients admitted to the Department of Geriatrics of Beijing Hospital between May 2020 and May 2022.The study used a structural equation model to explore and verify the indicator variables of activity, utilizing exploratory factor analysis, confirmatory factor analysis, and correlation analysis.Results:The study conducted an exploratory factor analysis on seven variables, which resulted in two latent variables named vitality and locomotion.Body mass index, weight loss, and calf circumference were found to reflect vitality, while grip strength, 4 m-walking speed, time up and go test, and standing up and down test were found to reflect locomotion.Confirmatory factor analysis indicated that the measurement model was well-constructed and the indicator variables of vitality and locomotion were reasonably assigned[ χ2/ df=35/13, CFI=0.96, RMSEA(95% CI)=0.06(0.04, 0.08)].Correlation analysis showed that grip strength had a stronger correlation with locomotion-related variables than vitality-related variables( for grip strength and locomotion=0.33, for grip strength and vitality=0.21). Conclusions:The intrinsic ability and vitality of elderly individuals can be assessed through various means, including body mass index, weight loss, and calf circumference.However, grip strength is considered a more appropriate measure for reflecting locomotion rather than overall vitality.
5.Expression and clinicopathologic features of ARL5B in esophageal cancer and its mechanism
Xiaohan ZHAO ; Chunyue GAI ; Hesong WANG ; Duo WANG ; Bibo TAN ; Wenbin SHEN
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(2):237-243
【Objective】 To evaluate the clinical implications of ARL5B in esophageal cancer and its underlying mechanisms by using bioinformatics methods. 【Methods】 ARL5B transcriptomic expression data were obtained from The Cancer Genome Atlas (TCGA), R software was employed to detect the differential expression mRNAs, and related clinical information was collected for survival analysis. To validate the bioinformatics results, Real-time quantitative PCR (qRT-PCR) and Western blotting were carried out for clinical specimens of esophageal cancer tumor tissues and adjacent tissues. Immunohistochemistry was used to evaluate the expression of ARL5B and its associated clinicopathologic features. The underlying mechanisms of ARL5B in esophageal cancer were preliminarily explored by bioinformatics and qRT-PCR. 【Results】 Bioinformatics method showed that the expression of ARL5B in human esophageal cancer tissues was significantly higher than in adjacent tissues and correlated with poor prognosis. Clinical specimens were detected, the expressions of ARL5B mRNA and protein were the highest in metastases lymph node, followed by esophageal cancer tissues and adjacent tissues, which corresponded with bioinformatics results. The expression of ARL5B was strongly correlated with lymph node metastases and advanced clinical stage. Kaplan-Meier analysis results denoted high ARL5B level, indicating poor prognosis. Enrichment analysis showed that ARL5B was associated the biological processes such as vacuolar transport, late endosome to lysosome transport, and organelle localization. Protein-protein interaction analysis (PPI) suggested that ARL5B might interact with VPS16, KIF1A and TOM1, whose expressions were verified by qRT-PCR and positively correlated with ARL5B expression. 【Conclusion】 ARL5B was highly expressed in esophageal cancer and associated with lymph node metastases, advanced clinical stage, and poor prognosis. ARL5B may be involved in the progression of esophageal cancer with several molecular mechanisms.
6.Disease Burden and Indirect Economic Burden Due to Lung Cancer from 1981 to 2020 in Kunshan, Jiangsu Province, China
Yijun SHEN ; Wenbin HU ; Bin NI
Cancer Research on Prevention and Treatment 2024;51(2):121-126
Objective To identify the disease burden and indirect economic burden caused by lung cancer in Kunshan City, Jiangsu Province, from 1981 to 2020. Methods The incidence and death cases of lung cancer were obtained from cancer registry and death cause monitoring data. The disability adjusted life years (DALY) was used as the evaluation index for burden posed by lung cancer on health, and the indirect economic burden was calculated by a human capital method. Results From 1981 to 2020, a total of 9272 deaths due to lung cancer were reported in Kunshan, of which 7106 were males and 2166 were females. The DALY caused by lung cancer in the whole population were 3.81, 4.14, 4.38, and 9.46 in 1981–1990, 1991–2000, 2001–2010, and 2011–2020, respectively. The indirect economic burden caused by lung cancer was 10.515, 141.657, 813.794, and 6659.149 million yuan. From 2011 to 2020, the ratios of years of life lost due to premature mortality to DALY in males, females, and the general population were 92.42%, 95.15%, and 93.60%, respectively. Conclusion The health burden and indirect economic burden for lung cancer are substantial in the Kunshan City. Moreover, age-specific DALY and indirect economic burden are not exactly symmetrical, suggesting that an effective control strategy to lower cost is urgently needed, especially for individuals aged 40-59.
7.Clinical features of 50 patients with primary intestinal lymphangiectasia
Youlei QIAN ; Yuguang SUN ; Wanchun SU ; Jianfeng XIN ; Kun CHANG ; Song XIA ; Wenbin SHEN
Chinese Journal of Surgery 2024;62(12):1150-1156
Objective:To investigate the clinical features of primary intestinal lymphangiectasia (PIL).Methods:This study was a retrospective case series study. Fifty consecutive patients diagnosed with PIL in Department of Lymphatic Surgery, Beijing Shijitan Hospital, Capital Medical University from March 2019 to March 2021 were included and their clinical data was retrospectively reviewed. There were 20 males and 30 females included, with an age of ( M(IQR)) 14 (40) years (range:0 to 67 years). No patient had the family history. There were 26 children, including 9 males and 17 females, aged 0 (7) years (range:0 to 14 years). There were 24 adults, including 11 males and 13 females, aged 40 (26) years (range:20 to 67 years). The clinical manifestations and the results of laboratory examinations, gastrointestinal endoscopy, 99Tc m-labeled human albumin ( 99Tc m-HSA) scintigraphy, 99Tc m-DX scintigraphy, direct lymphangiography (DLG), histopathology, diet treatment, surgical intervention, and clinical symptom remission at discharge were collected. Comparisons between groups were performed using independent samples t-test, Mann-Whitney U test, or χ2 test. Results:Among the 50 cases of PIL, the main manifestations were edema (86.0%), diarrhea (76.0%), and abdominal effusion (48.0%). Lymphedema (36.0%) and chylous ascites (18.0%) were not rare in PIL patients. In 99Tc m-HAS scintigraphy, 95.9% (47/49) cases showed signs of intestinal protein loss, and 91.7% (44/48) ceses showed positive findings in 99Tc m-DX scintigraphy. In DLG, 97.8% (45/46) cases showed signs of thoracic duct obstruction, 82.6% (38/46) cases showed retroperitoneal lymphatic hyperplasia, and 23.9% (11/46) cases showed backflow of contrast agent into intestine. No significant difference was seen in gender, course of disease, clinical manifestation, serum level of albumin or globulin, lymphocyte count, positive rate of fecal occult blood and prevalence of lymphedema between adults and children (all P>0.05). Conclusions:The clinical presentations of PIL between children and adults had no significant difference. The diagnosis of PIL should be made according to clinical manifestation, 99Tc m-HAS scintigraphy, 99Tc m-DX scintigraphy, DLG, gastrointestinal endoscopy and pathological findings.
8.Clinical features of 50 patients with primary intestinal lymphangiectasia
Youlei QIAN ; Yuguang SUN ; Wanchun SU ; Jianfeng XIN ; Kun CHANG ; Song XIA ; Wenbin SHEN
Chinese Journal of Surgery 2024;62(12):1150-1156
Objective:To investigate the clinical features of primary intestinal lymphangiectasia (PIL).Methods:This study was a retrospective case series study. Fifty consecutive patients diagnosed with PIL in Department of Lymphatic Surgery, Beijing Shijitan Hospital, Capital Medical University from March 2019 to March 2021 were included and their clinical data was retrospectively reviewed. There were 20 males and 30 females included, with an age of ( M(IQR)) 14 (40) years (range:0 to 67 years). No patient had the family history. There were 26 children, including 9 males and 17 females, aged 0 (7) years (range:0 to 14 years). There were 24 adults, including 11 males and 13 females, aged 40 (26) years (range:20 to 67 years). The clinical manifestations and the results of laboratory examinations, gastrointestinal endoscopy, 99Tc m-labeled human albumin ( 99Tc m-HSA) scintigraphy, 99Tc m-DX scintigraphy, direct lymphangiography (DLG), histopathology, diet treatment, surgical intervention, and clinical symptom remission at discharge were collected. Comparisons between groups were performed using independent samples t-test, Mann-Whitney U test, or χ2 test. Results:Among the 50 cases of PIL, the main manifestations were edema (86.0%), diarrhea (76.0%), and abdominal effusion (48.0%). Lymphedema (36.0%) and chylous ascites (18.0%) were not rare in PIL patients. In 99Tc m-HAS scintigraphy, 95.9% (47/49) cases showed signs of intestinal protein loss, and 91.7% (44/48) ceses showed positive findings in 99Tc m-DX scintigraphy. In DLG, 97.8% (45/46) cases showed signs of thoracic duct obstruction, 82.6% (38/46) cases showed retroperitoneal lymphatic hyperplasia, and 23.9% (11/46) cases showed backflow of contrast agent into intestine. No significant difference was seen in gender, course of disease, clinical manifestation, serum level of albumin or globulin, lymphocyte count, positive rate of fecal occult blood and prevalence of lymphedema between adults and children (all P>0.05). Conclusions:The clinical presentations of PIL between children and adults had no significant difference. The diagnosis of PIL should be made according to clinical manifestation, 99Tc m-HAS scintigraphy, 99Tc m-DX scintigraphy, DLG, gastrointestinal endoscopy and pathological findings.
9.Proteomic analysis of NUS1 mutant R290C interaction proteins and their potential roles in Lennox-Gastaut syndrome
Lizhi CHEN ; Xiaoyan SHI ; Nanxiang SHEN ; Cuixia FAN ; Zilong YE ; Wenbin LI
Chinese Journal of Neuromedicine 2024;23(11):1113-1119
Objective:To investigate the changes in interaction proteome of NUS1 mutant R290C and their relations with pathogenicity of Lennox Gastaut syndrome (LGS). Methods:The wild-type and mutant NUS1(R290C) plasmids were constructed and transfected into human embryonic kidney HEK293T cells; 48 h after that, NUS1 protein expression in HEK293T cells was detected by Western blotting. Co-immunoprecipitation, silver nitrate staining, and proteomic analysis were used to analyze the proteins interacted with wild-type or mutant NUS1 and identify the differential interacting proteins. Enrichment analyses of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were performed to annotate the molecular function and signaling pathways involved in the differential proteins. DisGeNet database was used to analyze the association between differential proteins and human diseases. Protein-protein interaction (PPI) was used to analyze the interaction network of NUS1 with protein folding regulatory proteins (RTN4 and DHDDS) and developmental epileptic encephalopathy related proteins.Results:(1) There was no significant difference in NUS1 protein expression between the wild-type and mutant NUS1 transfected HEK293T cells ( t=0.536, P=0.620). (2) Compared with that with wild-type NUS1 plasmid, number of proteins interacting with mutant NUS1 plasmid was significantly reduced in the transfected cells; 310 differential interacting proteins were screened in the mutant NUS1. (3) GO and KEGG enrichment analyses showed that the differential proteins were mainly involved in protein folding reaction and translation regulation. (4) DisGeNet association analysis showed that the two most relevant proteins in the differential interacting proteins were associated with frontotemporal dementia and developmental epileptic encephalopathy. (5) PPI analysis showed that NUS1 may be involved in occurrence of neurological diseases such as LGS by affecting protein folding signaling pathways. Conclusion:NUS1 mutant R290C alters its interacting protein lineage and mediates the development of LGS and other neurological diseases probably by regulating protein folding-related signaling.
10.Application of multiple frequency bioelectrical impedance analysis in evaluation of the effect of staged surgery on breast cancer-related lymphedema
Xin LIU ; Wenbin SHEN ; Song XIA ; Yuguang SUN ; Kun CHANG ; Jianfeng XIN ; Ran AN ; Zhong LIU
Chinese Journal of Microsurgery 2024;47(4):368-374
Objective:To explore the significance of multiple frequency bioelectrical impedance analysis (MFBIA) in the combined surgical treatment of breast cancer-related lymphedema (BCRL).Methods:A retrospective analysis was conducted on the clinical data of 30 patients with unilateral postoperative BCRL. The patients recieved staged liposuction and lymphaticovenular anastomosis (LVA) from April to October 2021 at the Department of Lymphatic Surgery in Beijing Shijitan Hospital, Capital Medical University. After LVA surgery, patients were followed-up by telephone and other means, and asked to come to the hospital at 1 year and 2 years, respectively. The circumference of each part of the upper limbs, the length of forearm and arm were measured, and the limb volume was calculated. MFBIA were also performed to record limb bioelectrical impedance, extracellular water(ECW), and extracellular water ratios (ECW/TBW). SPSS 21.0 was used for statistical analysis. Clinical data of the patients were analysed by One-way Repeated Measurement Anova to examine the changes in volume of the affected arms before and after surgery and the changes in values collected by MFBIA. Subsequently, differences in the volumes and values of MFBIA of the affected arms before and after surgery, and the ratios of the above were analysed by paired t-test to compare each pair, then followed by Pearson correlation test. P<0.05 was considered statistically significant. Results:After liposuction, the volume differences of affected and healthy arms were reduced from 1 147 ml ± 484 ml before surgery to 261 ml ± 304 ml after surgery, which achieved a significant reduction with statistical significance ( P<0.05). However, there were no significant changes in ECW or bioelectrical impedance at various frequencies (1-1 000 K) ( P>0.05). After LVA, the differences in volume of the affected and healthy arms further decreased to 17 ml±264 ml with statistical significance compared to that before surgery ( P<0.05), ECW decreased from 1.115 L ± 0.207 L to 0.937 L ± 0.164 L with statistical significance ( P<0.05), ECW/TBW decreased from 0.412 ± 0.008 to 0.405 ± 0.007 with statistical significance ( P<0.05), and the bioelectrical impedance at various frequencies was significantly increased with statistical significance ( P<0.05). After LVA, the difference in arm volume was positively correlated with the difference in ECW (correlation coefficient 0.602, P<0.05), positively correlated with the difference in Rate of ECW (correlation coefficient 0.560, P<0.05), and negatively correlated with the ratios of impedance at various frequencies (correlation coefficients 0.529-0.545, P<0.05). Conclusion:In the staged surgical treatment of BCRL, with the application of MFBIA, it is found that lymphatic liposuction removes the pathological adipose tissue of an arm, hence significantly reduces the volume of the affected arm. However, lymphatic stasis remains unrelieved, therefore without a significant reduction in arm oedema. After the second-stage LVA, the improvement of lymphatic return leads to the relief of arm oedema, and the volume of the affected arm approaches to that of the healthy side. MFBIA can be used for assessment of arm oedema.

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