1.Construction of a prediction model for lung cancer combined with chronic obstructive pulmonary disease by combining CT imaging features with clinical features and evaluation of its efficacy
Taohu ZHOU ; Wenting TU ; Xiuxiu ZHOU ; Wenjun HUANG ; Tian LIU ; Yan FENG ; Hanxiao ZHANG ; Yun WANG ; Yu GUAN ; Xin′ang JIANG ; Peng DONG ; Shiyuan LIU ; Li FAN
Chinese Journal of Radiology 2023;57(8):889-896
Objective:To assess the effectiveness of a model created using clinical features and preoperative chest CT imaging features in predicting the chronic obstructive pulmonary disease (COPD) among patients diagnosed with lung cancer.Methods:A retrospective analysis was conducted on clinical (age, gender, smoking history, smoking index, etc.) and imaging (lesion size, location, density, lobulation sign, etc.) data from 444 lung cancer patients confirmed by pathology at the Second Affiliated Hospital of Naval Medical University between June 2014 and March 2021. These patients were randomly divided into a training set (310 patients) and an internal test set (134 patients) using a 7∶3 ratio through the random function in Python. Based on the results of pulmonary function tests, the patients were further categorized into two groups: lung cancer combined with COPD and lung cancer non-COPD. Initially, univariate analysis was performed to identify statistically significant differences in clinical characteristics between the two groups. The variables showing significance were then included in the logistic regression analysis to determine the independent factors predicting lung cancer combined with COPD, thereby constructing the clinical model. The image features underwent a filtering process using the minimum absolute value convergence and selection operator. The reliability of these features was assessed through leave-P groups-out cross-validation repeated five times. Subsequently, a radiological model was developed. Finally, a combined model was established by combining the radiological signature with the clinical features. Receiver operating characteristic (ROC) curves and decision curve analysis (DCA) curves were plotted to evaluate the predictive capability and clinical applicability of the model. The area under the curve (AUC) for each model in predicting lung cancer combined with COPD was compared using the DeLong test.Results:In the training set, there were 182 cases in the lung cancer combined with COPD group and 128 cases in the lung cancer non-COPD group. The combined model demonstrated an AUC of 0.89 for predicting lung cancer combined with COPD, while the clinical model achieved an AUC of 0.82 and the radiological model had an AUC of 0.85. In the test set, there were 78 cases in the lung cancer combined with COPD group and 56 cases in the lung cancer non-COPD group. The combined model yielded an AUC of 0.85 for predicting lung cancer combined with COPD, compared to 0.77 for the clinical model and 0.83 for the radiological model. The difference in AUC between the radiological model and the clinical model was not statistically significant ( Z=1.40, P=0.163). However, there were statistically significant differences in the AUC values between the combined model and the clinical model ( Z=-4.01, P=0.010), as well as between the combined model and the radiological model ( Z=-2.57, P<0.001). DCA showed the maximum net benifit of the combined model. Conclusion:The developed synthetic diagnostic combined model, incorporating both radiological signature and clinical features, demonstrates the ability to predict COPD in patients with lung cancer.
2.Disialyllacto-N-tetraose improves intestinal homeostasis of metabolic microenvironment to prevent the pathological development of necrotizing enterocolitis in neonatal rats
Wenting ZHANG ; Jingyu YAN ; Wenjun ZHUANG ; Chunhong JIANG ; Wenjuan TU
Chinese Journal of Applied Clinical Pediatrics 2022;37(5):371-376
Objective:To investigate the effects of disialyllacto-N-tetraose (DSLNT) on low molecular weight metabolic profile of intestinal contents in neonatal rats with necrotizing enterocolitis (NEC), in an attempt to explore the protective mechanism of DLSNT on intestinal tract of neonates.Methods:Immediately after birth, SD rats were randomly divided into the control group, the NEC group and the NEC+ DSLNT group according to random number tale method.All rats were hand-fed by special formula milk.Rats in the NEC group and NEC+ DSLNT group were exposed to hypoxia (950 mL/L nitrogen, 10 min, thrice per day) and cold stress (4 ℃, 10 min, thrice per day) for continuous 3 days to establish rodent NEC model.Rats in the NEC+ DSLNT group were hand-fed with special formula containing 300 μmol/L DSLNT.All rats were sacrificed after 72 h, and intestinal contents were collected from ileum and colon, followed by untargeted metabolomic determination with the ultrahigh-performance liquid chromatography Q extractive mass spectrometry (UHPLC-QE-MS) method.The terminal ileum was examined by hematoxylin-eosin staining.The metabolome data were analyzed with multivariable analysis using SIMCA 14.1.The metabolites that met both variable importance in the projection (VIP) >1 in the orthogonal partial least squares analysis (OPLS-DA) model and P<0.05 in the t-test were screened as differential metabolites between groups. Results:DSLNT reduced the incidence of NEC and pathological scores of ileum tissue from neonatal rats with NEC [3.0(2.0, 3.0) scores vs.1.0(1.0, 2.0) scores, P<0.01], and also significantly suppressed inflammatory infiltration.OPLS-DA model based on the metabolome data determined by UHPLC-QE-MS could perform effective discrimination between the NEC group and the control group, as well as the NEC+ DSLNT group and the NEC group.There were 64 differential metabolites between the NEC group and the control group (VIP value>1 and P<0.05 for the OPLS-DA model). These metabolites included docosahexaenoic acid (+ 288.0%, P=0.028), xanthine (+ 372.1%, P=0.007), L-arginine (+ 233.1%, P=0.027), L-leucine (+ 232.7%, P=0.015), N-acetylneuraminic acid (-41.6%, P=0.014), and so forth.These metabolites were associated with 34 metabolic pathways.Among them, such 6 pathways as arginine biosynthesis, arginine and proline metabolism were the most disturbed pathways affected by NEC.There were 15 diffe-rential metabolites in between NEC+ DSLNT group and NEC group, which included D-mannose (-73.5%, P=0.032), xanthine (-63.4%, P=0.008), linoleic acid (+ 137.9%, P=0.047), nicotinamide adenine dinucleotide (+ 278.2%, P=0.005), and so forth.These metabolites were mapped to 7 metabolic pathways, among them, linoleic acid metabolism pathway was the most relevant differential pathway affected by DSLNT.There were 8 overlapped meta-bolites in both comparison strategies, and the variation trend of these overlapped metabolites in the NEC group was significantly reversed by DSLNT supplementation. Conclusions:DSLNT could significantly attenuate the NEC pathological damage caused by hypoxia/cold stress in neonatal rats.This protective effect is associated with the improvement of the metabolic profile of intestinal contents caused by NEC and the modulation of the linoleic acid metabolic pathway.The early preventive supplementation of DSLNT is of great significance in maintaining neonatal intestinal homeostasis and preventing the process of NEC.
3.Research progress in robotics research for radiation accident response
Pengfei LI ; Hong WANG ; Wenjun TU ; Qiang LIU
International Journal of Biomedical Engineering 2022;45(2):171-175
Nuclear energy is an environmentally friendly and powerful new clean energy source, and its related technologies and applications are rapidly developing around the world. However, nuclear safety is a very important issue in the process of safe use of nuclear energy. As an important tool in nuclear emergency response and rescue, radiation emergency robots play a very important role in helping rescuers to understand the accident site in advance and make scientific decisions. In this paper, the latest technologies and achievements in radiation accident emergency robots in recent years were described, including new shielding materials, radiation protection of camera elements, robotic communication, new nuclear emergency robots, parameter optimization of robotic arms, nuclear fuel assembly breakage and leakage monitoring robots, and quick-change devices for nuclear emergency handling robots.
4.Status of hyperhomocysteinemia in China: results from the China Stroke High-risk Population Screening Program, 2018.
Wenjun TU ; Feng YAN ; Baohua CHAO ; Xunming JI ; Longde WANG
Frontiers of Medicine 2021;15(6):903-912
A nationwide survey was conducted from October 2018 to September 2019 to assess the prevalence of hyperhomocysteinemia (Hhcy) and its influencing factors in China. A standardized questionnaire was used to collect information. Hhcy was defined as the level of serum homocysteine (HCY) ⩾ 15.0µmol/L. The H-type hypertension (HHYP) was defined as hypertension with an elevated serum HCY 15.0µmol/L). Finally, 110 551 residents ⩾ 40 years of age from 31 provinces in the mainland of China were included. Overall, the median serum HCY level was 10.9µmol/L (interquartile range 7.9-15.1). A total of 28 633 participants (25.9%) were defined as Hhcy. The Hhcy prevalence ranged from 7.9% in Shanghai to 56.8% in Tianjin. The data showed that serum HCY levels were associated with age, male gender, cigarette smoking, hypertension, diabetes, ethnicity, endurance in exercise (inverse), and fruit and vegetable intake (inverse). In addition, 15 486 participants were defined as HHYP, and the rate was 14.0%. HHYP was an independent predictor of stroke with an adjusted odds ratio of 1.752 (95% CI 1.338-2.105). The geographical distribution pattern of the Hhcy epidemic reflects dynamic differences, and national strategies should be carried out to further improve the care of patients with Hhcy across China.
China/epidemiology*
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Humans
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Hyperhomocysteinemia/epidemiology*
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Hypertension/epidemiology*
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Male
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Prevalence
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Risk Factors
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Stroke/epidemiology*
5.Analysis and process improvement concerning adverse events to insufficient plasma transfusion
Li LV ; Wenjun QUE ; Xin LI ; Tingxi ZHAN ; Qing LI ; Pan QIN ; Huan TU ; Zebo YU ; Xue HU
Chinese Journal of Blood Transfusion 2021;34(9):978-982
【Objective】 To analyze the root causes of adverse events to insufficient plasma transfusion, so as to explore improvement measures, optimize the transfusion strategy and avoid such adverse events. 【Methods】 The root causes of insufficient plasma transfusion were analyzed by health care failure mode and effect analysis, the targeted improvement measures were formulated and the effect was evaluated. 【Results】 After the improvement, the incidence of adverse events to insufficient plasma transfusion decreased significantly.The risk priority value affecting the safety of blood transfusion decreased from 70 to 8, and the proportion of coagulation function test after blood transfusion increased from 44.61%(1 309/2 934)in 2012 to 80.55% (2 187/2 715)in 2019, and plasma transfusion volume per capital increased from 300 mL to 528 mL. PT and APTT values after plasma transfusion in 2019 significantly increased compared with those in 2012. Meanwhile, the proportion of plasma transfusion in hospitalized patients decreased from 3.16% (2 934/92 838)to 2.12%(2 715/128 352). 【Conclusion】 Risk management of quality and safety of blood transfusion by combing healthcare failure mode, effect analysis and root cause analysis(RCA) can improve the risk awareness of clinical blood transfusion, optimize the proportion of plasma transfusion, and is essential to ensure the safety and effectiveness of blood transfusion and improve the prognosis of transfused patients.
6.Preliminary results of multicenter studies on ABO-incompatible kidney transplantation
Hongtao JIANG ; Tao LI ; Kun REN ; Xiaohua YU ; Yi WANG ; Shanbin ZHANG ; Desheng LI ; Huiling GAN ; Houqin LIU ; Liang XU ; Zhigang LUO ; Peigen GUI ; Xiangfang TAN ; Bingyi SHI ; Ming CAI ; Xiang LI ; Junnan XU ; Liang XU ; Tao LIN ; Xianding WANG ; Hongtao LIU ; Lexi ZHANG ; Jianyong WU ; Wenhua LEI ; Jiang QIU ; Guodong CHEN ; Jun LI ; Gang HUANG ; Chenglin WU ; Changxi WANG ; Lizhong CHEN ; Zheng CHEN ; Jiali FANG ; Xiaoming ZHANG ; Tongyi MEN ; Xianduo LI ; Chunbo MO ; Zhen WANG ; Xiaofeng SHI ; Guanghui PEI ; Jinpeng TU ; Xiaopeng HU ; Xiaodong ZHANG ; Ning LI ; Shaohua SHI ; Hua CHEN ; Zhenxing WANG ; Weiguo SUI ; Ying LI ; Qiang YAN ; Huaizhou CHEN ; Liusheng LAI ; Jinfeng LI ; Wenjun SHANG ; Guiwen FENG ; Gang CHEN ; Fanjun ZENG ; Lan ZHU ; Jun FANG ; Ruiming RONG ; Xuanchuan WANG ; Guisheng QI ; Qiang WANG ; Puxun TIAN ; Yang LI ; Xiaohui TIAN ; Heli XIANG ; Xiaoming PAN ; Xiaoming DING ; Wujun XUE ; Jiqiu WEN ; Xiaosong XU
Chinese Journal of Organ Transplantation 2020;41(5):259-264
Objective:To summarize the patient profiles and therapeutic efficacies of ABO-incompatible living-related kidney transplantations at 19 domestic transplant centers and provide rationales for clinical application of ABOi-KT.Methods:Clinical cases of ABO-incompatible/compatible kidney transplantation (ABOi-KT/ABOc-KT) from December 2006 to December 2009 were collected. Then, statistical analyses were conducted from the aspects of tissue matching, perioperative managements, complications and survival rates of renal allograft or recipients.Results:Clinical data of 342 ABOi-KT and 779 ABOc-KT indicated that (1) no inter-group differences existed in age, body mass index (BMI), donor-recipient relationship or waiting time of pre-operative dialysis; (2) ABO blood type: blood type O recipients had the longest waiting list and transplantations from blood type A to blood type O accounted for the largest proportion; (3) HLA matching: no statistical significance existed in mismatch rate or positive rate of PRA I/II between two types of surgery; (4) CD20 should be properly used on the basis of different phrases; (5) hemorrhage was a common complication during an early postoperative period and microthrombosis appeared later; (6) no difference existed in postoperative incidence of complications or survival rate of renal allograft and recipients at 1/3/5/10 years between ABOi-KT and ABOc-KT. The acute rejection rate and serum creatinine levels of ABOi-KT recipients were comparable to those of ABOc-KT recipients within 1 year.Conclusions:ABOi-KT is both safe and effective so that it may be applied at all transplant centers as needed.
7. Construction of national stroke center network system
Baohua CHAO ; Lei CAO ; Wenjun TU ; Longde WANG
International Journal of Biomedical Engineering 2019;42(5):363-366
Stroke is one of the main causes of mortality, long-term physical and cognitive impairment in China. In order to meet the challenge, Stroke Prevention and Treatment Project of the National Health Commission(SPTPC) was established in April 2011 in the Ministry of Health. In 2016, SPTPC issued a work plan of stroke center hospital. In order to shorten the time of pre-hospital, the SPTPC established the stroke center network, stroke map and stroke green channel to create "the three 1-hour gold rescue circle" to form a hierarchical stroke diagnosis and treatment system. The current construction of the Chinese Stroke Center is divided into two levels and four layers. As of December 31, 2018, SPTPC has certified a total of 310 advanced stroke centers, including 30 demonstration advanced stroke centers and 280 advanced stroke centers, and 127 stroke prevention centers, including 85 demonstration stroke prevention centers and 42 stroke prevention centers. The median time from admission to intravenous thrombolysis (DNT) at the advanced stroke center was decreased by 13.2% (53 min vs. 46 min) in the fourth quarter of 2018 as compared with that in the first quarter of 2017.The national thrombolytic rate of acute ischemic stroke was increased 3.24 times (1.78% vs. 0.42%) in 2017 compared that in 2010. In the next step, SPTPC will vigorously promote the construction of stroke centers and graded diagnosis and treatment mechanisms, consolidate quality control and standardization, increase the scope of influence of mobile stroke and remote diagnosis and treatment, and further improve the construction of stroke center systems with Chinese characteristics.
8.Therapeutic effects of enteral nutrition support combined with rehabilitation therapy in senile dementia patients with malnutrition
Qianqian TU ; Xiping TUO ; Wenjun ZHANG ; Haitao CHEN ; Ning ZHAO ; Zeya JU ; Rihan WU ; Feng HUANG
Chinese Journal of Geriatrics 2019;38(3):274-277
Objective To investigate changes in nutritional status in senile dementia patients with malnutrition treated with enteral nutrition combined with rehabilitation therapy evaluated by using the Mini Nutritional Assessment-Short Form(MNA-SF).Methods Fifty hospitalized patients with senile dementia and malnutrition at the internal medicine department of our hospital from July 2014 to July 2017 were enrolled and further divided into an enteral nutrition group(a control group,n =25)and an enteral nutrition combined with rehabilitation therapy group(an observation group,n=25).Anthropometric parameters including body mass index,biceps circumference,calf circumference,triceps skin-fold thickness,and blood biochemical parameters including hemoglobin,total cholesterol,triacylglycerol,albumin,lymphocyte count before and after treatment were compared between the groups.Results Anthropometric parameters such as body mass index,biceps circumference,calf circumference and triceps skin-fold thickness had no significant difference between the two groups before treatment (P > 0.05),while after 30 days of treatment,anthropometric parameters saw improvement in both groups compared with those before treatment,and the improvement was greater in the observation group than in the control group(P <0.01).Blood biochemical parameters had no significant difference between the two groups before treatment(P>0.05).After 30 days of treatment,levels of total cholesterol and triacylglycerol had no significant difference compared with those before treatment or between the two groups(P >0.05),while levels of hemoglobin,albumin and lymphocyte count improved compared with those before treatment (t =2.645,2.843,2.967,respectively,P <0.01),and had significant differences between the groups (t =2.548,2.864,2.976,respectively,P<0.01).Conclusions Enteral nutrition combined with rehabilitation therapy has a measurable,positive influence on nutritional status in senile dementia patients with malnutrition.
9.Biophysical characteristics of genipin-crosslinked amniotic membrane bio-scaffold
Yanfeng YIN ; Liu YANG ; Qiufen TU ; Sha LYU ; Zheng GUAN ; Wenjun SU ; Yunchuan LI ; Lan LI
Chinese Journal of Experimental Ophthalmology 2018;36(2):107-112
Objective To investigate the characteristics and feasibility of genipin-crosslinked amniotic membrane(AM) as bio-scaffold.Methods Human umbilical cord mesenchymal stem cells (hUCMSCs) were isolated from fresh umbilical cord and cultured by adherent method.The expressions of PE-CD34,PE-CD45,PE-CD90,FITC-105 and FITC-Oct-4,the markers of hUCMSCs,were detected by flow cytometry.Alizarin red and oil red O staining were performed to identify the cells after adipogenesis and osteogenesis induction on the third-generation cells.Human AMs were treated at 37 ℃ and 45 ℃ by 0.5% and 1% genipin solution for 24,36 and 48 hours respectively,and the mechanical properties of AM in each group were measured and compared.The hUCMSCs were divided into only hUCMSCs culture group,fresh AM group,crosslinked AM group,gelatin group and crosslinked AM+gelatin group,and the cells were cultured in the corresponding medium.The content of hydroxyproline among the groups was detected with hydroxyproline kit,and proliferation of the cells (absorbance) was assayed by MTT method to evaluate the biological compatibility of crosslinked AM.Results The maximum tensile displacement of the crosslinked-AM by 0.5% and 1% genipin was (8.31±0.43)mm and (4.49±0.37)mm respectively,and those after crosslinked with 0.5% genipin under the 37 ℃ and 45 ℃ for 24 hours was (9.89±1.09)mm and (5.39±0.59)mm,respectively,showing a significant difference between them (t =6.389,P<0.05).The maximum tensile displacement of the crosslinked-AM was gradually decreased as the lapse of crosslinking time,and an insignificant difference was found among 24,36 and 48 hours after 0.5% genipin treatment under the 37 ℃ (P>0.05).The loading force of the crosslinked-AM was significantly higher in the 1% genipin treated group than that in the 0.5% genipin treated group (P<0.05),and the loading force of the AM was significantly increased in 45 ℃,0.5% genipin,24 hours crosslinked group compared with the 37 ℃,0.5% genipin,24 hours crosslinked group (t =5.528,P<0.05).The content of hydroxyproline in the AM was (1.28±0.36),(2.03 ±0.49) and (2.11 ±0.10) mg/g in the 1% genipin crosslinked AM group,0.5% genipin crosslinked AM group and fresh AM group,respectively,and the content of hydroxyproline in the AM in the 1% genipin group was significantly lower than that in the 0.5% genipin group in the fresh AM group (both at P<0.05).The proliferative values of the hUCMSCs were significantly lower in the only hUCMSCs culture group,fresh AM group and gelatin group were significantly reduced in comparison with the crosslinked AM group and crosslinked AM+gelatin group (all at P<0.05).There was no significant difference in the proliferative values of the hUCMSCs between crosslinked AM group and crosslinked AM+gelatin group (P>0.05).Conclusions Different crosslinked temprature,crosslinking period and concentration of genipin impact the mechanical properties of AM.Crosslinked AM with genipin is feasible as a carrier scaffold of artificial cornea because of less tissue toxicity and better plasticity.
10.Survival analysis of 256 patients with oral cancer
Laiping ZHONG ; Jian SUN ; Wei GUO ; Wenyong TU ; Hanguang ZHU ; Tong JI ; Yongjie HU ; Jun LI ; Weimin YE ; Liqun XU ; Yue HE ; Wenjun YANG ; Yan'an WANG ; Guoxin REN ; Qiuming YIN ; Yili CAI ; Xi YANG ; Chenping ZHANG ; Zhiyuan ZHANG
Chinese Journal of Clinical Oncology 2015;46(4):217-221
Objective:To analyze survival in patients with advanced oral cancer from prospective clinical trials. Methods:From 2008 to 2010, 256 patients with oral cancer at clinical stage III/IVA were randomly categorized into two groups. Patients in the experi-mental group received neo-adjuvant chemotherapy, surgery, and post-operative radiation, and patients in the control group underwent surgery and post-operative radiation. All patients were routinely followed-up after treatments. Survival was analyzed using Kaplan–Meier method and log-rank test, and differences were considered statistically significant at P value lower than 0.05. Results: Each group was composed of 128 patients. With the median follow-up period of 60 months, the 5-year overall survival rate was 61.7%and the disease-free survival rate was 53.9%. The overall survival rate (P=0.350) and the disease-free survival rate (P=0.160) were not sig-nificantly different between the experimental and control groups. Patients with positive pathological response to neo-adjuvant chemo-therapy exhibited significantly improved overall survival (P<0.05). Conclusion:Radical surgery should be emphasized to improve the prognosis of oral cancer. Functional reconstruction could also improve the quality of life and survival of patients. Despite that neo-adju-vant chemotherapy could not improve the survival of patients with advanced oral cancer in entirety, it could benefit patients exhibiting positive treatment responses.

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