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.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.
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.Clinical analysis of digital subtraction angiography-guided foam sclerotherapy for lower limb varicose veins
Weiguang SHEN ; Xiaodong JIANG ; Qingjie CHI ; Wenbin DING
Journal of Practical Radiology 2024;40(9):1508-1510,1522
Objective To investigate the clinical effect of digital subtraction angiography(DSA)-guided foam sclerotherapy on lower limb varicose veins.Methods The relevant data of patients with lower limb varicose veins treated by DSA-guided foam sclerotherapy were analyzed retrospectively.At the same time,the safety and efficacy were compared before and after operation according to clinical etiology anatomy pathophysiology(CEAP)and clinical symptoms.Results Among the 278 affected limbs treated,2(0.72%)had neurological complications during treatment,8(2.88%)had chest tightness or cough during treatment,7(2.52%)had thrombophlebitis after treatment,and 28(10.07%)had hyperpigmentation after treatment.No serious complications such as skin necrosis,deep vein thrombosis(DVT)or pulmonary embolism(PE)occurred.There were 48 cases of grade C1 and 201 cases of grade C2 before treat-ment,while 244 cases of grade C0 and 26 cases of grade C1 after treatment,and the differences were statistically significant(P<0.05).Conclusion DSA-guided foam sclerotherapy on lower limb varicose veins is a safe and effective minimally invasive treatment with high technical success rate.
7.Staged operations of acquired lymphangiectasia of the vulva: 10 cases clinical analysis
Chen LIANG ; Song XIA ; Yuguang SUN ; Kun CHANG ; Jianfeng XIN ; Xin LIU ; Ran AN ; Wenbin SHEN
Chinese Journal of Obstetrics and Gynecology 2024;59(10):794-801
Objective:To investigate the characteristics, diagnosis and therapeutic effect of acquired lymphangiectasia of the vulva (ALV).Methods:A retrospective analysis of clinicopathological and follow-up data was conducted on the patients treated in Capital Medical University Affiliated Beijing Shijitan Hospital due to female ALV from July 2009 to July 2023. The patients who completed the staged operations [partial labiectomy and reconstruction + thoracic ductplasty and (or) perineal lymphovenous anastomosis] were included in the study and followed up. The improvement of perineal swelling, blister range, fluid leakage volume and frequency were evaluated through outpatient visits by the symptom rating scale of ALV (hereinafter referred to as the symptom rating scale) before and after surgery.Results:A total of 48 patients were treated due to ALV from July 2009 to July 2023, of which 98% (47/48) were postoperative pelvic malignant tumors and 94% (45/48) had a history of radiotherapy. A total of 10 patients with ALV who completed the staged operations were included in this study. (1) Clinical characteristics and diagnosis: 10 patients had a median age of 60 years old (50, 63 years old ). The median duration from cervical cancer surgery and radiation therapy to vulvar swelling was 1.5 years (0.0, 2.0 years), and the median duration from vulvar swelling to blister formation and leakage was 0.0 years (0.0, 4.8 years). Seven patients (7/10) had a history of recurrent erysipelas; 7 patients (7/10) had the most severe symptom (widespread blisters, persistent fluid leakage, and large amount of fluid leakage); noncontrast magnetic resonance lymphography (NCMRL) showed edema signals in the perineal region of all the patients, and increase of agent in the perineal region was observed in lymphoscintigram (LS). (2) Surgical treatment and postoperative pathological examination: of the 10 ALV patients who completed staged surgical treatment, 6 cases (6/10) were diagnosed with thoracic duct outlet obstruction and underwent thoracic ductplasty and partial labiectomy and reconstruction. Perineal lymphovenous anastomosis and partial labiectomy and reconstruction were performed in 4 cases (4/10) without thoracic duct outlet obstruction. Postoperative routine pathological examination of 10 patients (10/10) showed dermal papilla lymphangiectasia. Immunohistochemical tests were performed on 5 patients, all of which were positive for D2-40 and negative for CD 34. (3) Efficacy: 8 patients completed the postoperative follow-up, and the median follow-up time was 31.0 months (17.5, 78.3 months). The perineal swelling and the blister fluid leakage were all significantly improved after the staged operations. All indexes of the symptom rating scale, including the degree of perineal swelling, blister range, fluid leakage volume and frequency, were significantly improved in 8 follow-up patients, and 3 (3/8) of them were cured; the median symptom score decreased significantly from 11.0 before surgery to 3.0 after surgery ( P<0.001). The incidence of erysipelas was significantly reduced from 7/10 before surgery to 2/8 after surgery ( P=0.035). Conclusions:The main causes of female ALV are pelvic tumor surgery and radiotherapy. The clinical diagnosis is made from relevant medical history, clinical manifestations, LS and magnetic resonance imaging. The diagnosis is confirmed by histopathological findings. Pathological results show lymphangiectasia in the dermal papilla, and immunohistochemical staining show positive for D2-40 and negative for CD 34. The effect of staged surgery on ALV is remarkable and even cured, and could effectively reduce the incidence of erysipelas.
8.The clinical characteristics of connective tissue disease complicated with lymphatic duct obstruction
Lingling ZHANG ; Lan GAO ; Guohua ZHANG ; Junli LUO ; Jianfeng XIN ; Wenbin SHEN ; Yuhua WANG
Chinese Journal of Rheumatology 2024;28(9):631-639
Objective:To investigate the clinical characteristics and treatment strategies of patients with connective tissue disease (CTD) related lymphatic duct obstruction.Methods:The clinical data, laboratory tests results, imaging data, and treatment of CTD patients associated with lymphatic vessel obstruction were retrospectively collected from January 2008 to December 2020 at Beijing Shijitan Hospital. Lymphatic duct obstruction was confirmed by thoracic duct ultrasound or thoracic duct MRI or lymphoscintigraphy or direct lymphangiography. SLE and RA patients were matched with gender and age in a 1∶2 ratio, and SLE and RA patients without lymphatic reflux disorder admitted at the same time were randomly selected as the control group. When comparing the data between the two groups, t-test or rank sum test was used to test continuous variables, and chi-square test or Fisher′s exact probability method was used to test categorical variables. Results:Forty-four patients with CTD complicated with thoracic duct obstruction were included, with a male-to-female ratio of 7∶37, including 14 cases of rheumatoid arthritis (RA), 21 cases of systemic lupus erythematosus (SLE), 8 cases of primary Sjogren's syndrome (pSS), and 1 case of systemic sclerosis (SSc). The onset age of CTD ranged from 14 to 68 years, the mean age was (37±15) years and the median duration of CTD was 66 (range 1~480) months. The median age at the onset of lymphatic duct obstruction such as limb edema or thoracoabdominal effusion was (42±17) years, and the median duration of lymphatic duct obstruction symptoms was 12 (range 3~480) months. 59%(26/44) of patients were diagnosed with CTD followed by the diagnosis of thoracic duct obstruction, and 41%(18/44) of patients had lymphatic duct obstruction symptoms as the initial presentation of CTD. Thoracic duct-related imaging was performed in 44 patients and showed thoracic duct obstruction (64%, 28/44), thoracic duct malformation or variation (36%, 16/44), limb lymphatic reflux disorder (34%, 15/44), and small bowel lymphatic duct dilatation or intestinal protein loss (18%, 8/44), respectively. Compared with the control group, among these patients, patients with RA complicated with lymphatic involvement had a younger onset age [(34±14)years old vs. (44±13)years old, t=-2.15, P=0.037)] and longer RA course [(17±11)months vs. (7±7)months, t=3.38, P=0.002] and presented with limb swelling (12/14). While compared with the control group, SLE patients complicated with lymphatic duct obstruction presented with celiac multi-plasmatic effusion (20/21), more patients presented with multiple serous cavity effusion [95%(20/21) vs. 62%(25/42), χ2=7.63, P=0.006], but the prevalence of lupus nephritis [(60%(12/21) vs. 86%(36/42), χ2=4.87, P=0.027] and lupus encephalopathy [0%(0/21) vs. 16.7%(17/42), χ2=6.11, P=0.013] was lower. 27% (12/44) of patients improved with aggressive glucocorticoids combined with immunosuppressive therapy, 54%(24/44) of patients were performed with lymphatic duct reconstruction surgery on top of medical treatment, 5 patients were lost of follow-up, and 2 patients deceased. Conclusion:CTD patients may develop lymphatic duct obstruction during the disease course, while lymphatic duct obstruction can also be the initial presentation of CTD. Rheumatologists and surgeons should be alert to this rare situation. Young women with refractory polyserositis or lymphedema should be examined for the possibility of combined CTD. Lymphatic duct obstruction may be associated with long-term chronic inflammation in CTD. Glucocorticoids combined with immunosuppressive agents and surgery can be used to treat lymphatic duct obstruction in patients with CTD.
9.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.
10.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.

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