1.Multicenter study on distinguishing long bone osteosarcoma from Ewing sarcoma based on CT image histogram and texture feature analysis
Jianwei LI ; Jingzhen HE ; Jiuming JIANG ; Sheng DING ; Libin XU ; Sijie HU ; Chengyi JIANG ; Li ZHANG ; Meng LI
Chinese Journal of Postgraduates of Medicine 2024;47(10):875-880
Objective:To explore the application value of histogram and texture feature analysis based on CT images in distinguishing long bone osteosarcoma (OS) from Ewing sarcoma (ES).Methods:A retrospective collection of 25 patients with long bone osteosarcoma and 25 patients with Ewing sarcoma confirmed by surgery and pathology in National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Qilu Hospital of Shandong University and Nanjing Drum Tower Hospital, Nanjing University Medical School, from March 2018 to May 2023 was conducted. All patients were randomly divided into a training set (21 cases of OS and 19 cases of ES) and a validation set (4 cases of OS and 6 cases of ES) in an 8∶2 ratio. The region of interest (ROI) on CT images to extract texture feature parameters was manually sketched. Random forest and least absolute shrinkage and selection operator (LASSO) algorithm were used for feature screening. Logistic regression (LR), random forest (RF), support vector machine (SVM) and K-nearest neighbor (KNN) classifiers were used to establish models respectively. Receiver operating characteristic (ROC)curve was drawn and area under the curve (AUC) was calculated to evaluate the diagnostic efficiency of the four models.Results:A total of 100 texture parameters were extracted from CT images, and 8 feature parameters (maximum 3D diameter, 10th percentile, kurtosis, maximum pixel intensity value, inverse normalization, grayscale level variance, long range high grayscale emphasis, and low grayscale area emphasis) were obtained through screening. Four classifiers were used to establish models, and the AUC values of the four models (LR, RF, SVM, KNN) in the validation group were 0.92, 0.79, 0.83, and 0.73, respectively. LR and SVM classifier algorithm trains models had high diagnostic efficiency, with an accuracy of 90%, sensitivity of 83%, specificity of 100%, and AUC of 92% for the LR classifier validation set; the accuracy of SVM classifier validation set was 80%, sensitivity was 67%, specificity was 100%, and AUC was 83%.Conclusions:LR and SVM models have high value in distinguishing OS and ES.
2.Analysis on the current monitoring and management of blood donation adverse reaction in Chongqing
Binglingyi HU ; Junhong YANG ; Zaiyun CHEN ; Mingxiu WANG ; Chengyi HU ; Congmei ZHANG ; Jie SHI ; Xia HUANG ; Tao HE
Chinese Journal of Blood Transfusion 2021;34(12):1282-1285
【Objective】 To investigate the management of adverse reactions to blood donation(ARBD) in blood services, so as to promote the surveillance of ARBD and improve the quality of blood donation service in Chongqing. 【Methods】 A questionnaire, involving the staff and facilities in blood donation sites as well as the prevention and treatment, the record and report, the following up and data related to ARBD was developed by Chongqing Society of Blood Transfusion in February 2019, and was issued to 18 blood services(1 blood center and its sub-center, 6 central blood stations and 11 hospital blood banks) in the Chongqing via email. The questionnaire was filled in and submitted before March 31 by management personnel participating in the investigation, and the data was collected, collated, revised and analyzed by Excel 2011. 【Results】 A total 19 questionnaires were collected, with the valid rate at 100%(19/19). 78.95%(15/19) of the blood services met the requirements of medical personnel allocation(>6 medical staff) when the number of daily blood collection was more than 60, and 100%(19/19)met the requirements of medical personnel allocation(2 to 6 medical staff) when the number of daily blood collection was less than 60. 89.47%(17/19) of the blood services were equipped with epinephrine hydrochloride, and 84.21%(16/19) with dexamethasone(an anti-allergic drug). There were significant differences in the allocation of other types of drugs. 100.00%(19/19) of the blood services formulated prevention and treatment measures concerning ARBD. In 2019, the incidence of ARBD in Chongqing was reported to be 0.54%(1 958 / 359 871), with the highestas [1.35%(223/16 543)] in subcenters and the lowest [0.32%(179/56 299)] in central blood centers (P<0.05). There was statistical significances in the incidences of ARBD reported by different blood stations(P<0.05). 【Conclusion】 The monitoring and management of ARBD among blood services in Chongqing should be further standardized in terms of staffing allocation, emergency drugs allocation and reporting, so as to gradually realize regional homogenization and ensure blood safety.
3.Effect of hypertension on outcomes of patients with COVID-19
Chengyi HU ; Lushan XIAO ; Hongbo ZHU ; Yanpei ZHANG ; Wenfeng ZHANG ; Li LIU ; Hong ZHU
Journal of Southern Medical University 2020;40(11):1537-1542
Objective To determine the impact of hypertension on the outcomes of patients with COVID-19. Methods This matched cohort study was conducted among a total 442 patients with COVID-19 admitted in Honghu People's Hospital and First Affiliated Hospital of Nanchang University between January 1 to March 18, 2020, including 61 patients with hypertension and 381 normotensive patients. To minimize the effects of the confounding factors including age, gender and other comorbidities, we excluded patients with comorbidities other than hypertension, and matched the patients with and without hypertension for age and gender at a 1:1 ratio. We analyzed the clinical characteristics, laboratory findings and clinical outcomes of in 32 matched pairs of patients with and without hypertension. Results Compared with the normotensive patients, COVID-19 patients with hypertension were more likely to develop bacterial infections (P=0.002) and had higher neutrophil counts (P=0.007), neutrophil/lymphocyte ratio (P=0.045), and lactate dehydrogenase levels (P=0.035). A greater proportion of patients had bilateral patchy opacities on chest CT (P=0.012) in the hypertension group than in the normotensive group. COVID-19 patients with hypertension group were more likely to receive antibiotics (P=0.035) and corticosteroid therapies (P=0.035). Conclusion Hypertension increases the risk of bacterial infection in patients with COVID-19. Hypertensive patients with COVID-19 have higher neutrophil counts and neutrophil/lymphocyte ratios and are more likely to require treatment with antibiotics. Hypertensive patients with COVID-19 should therefore take cautions to avoid bacterial infections.
4.Effect of hypertension on outcomes of patients with COVID-19
Chengyi HU ; Lushan XIAO ; Hongbo ZHU ; Yanpei ZHANG ; Wenfeng ZHANG ; Li LIU ; Hong ZHU
Journal of Southern Medical University 2020;40(11):1537-1542
Objective To determine the impact of hypertension on the outcomes of patients with COVID-19. Methods This matched cohort study was conducted among a total 442 patients with COVID-19 admitted in Honghu People's Hospital and First Affiliated Hospital of Nanchang University between January 1 to March 18, 2020, including 61 patients with hypertension and 381 normotensive patients. To minimize the effects of the confounding factors including age, gender and other comorbidities, we excluded patients with comorbidities other than hypertension, and matched the patients with and without hypertension for age and gender at a 1:1 ratio. We analyzed the clinical characteristics, laboratory findings and clinical outcomes of in 32 matched pairs of patients with and without hypertension. Results Compared with the normotensive patients, COVID-19 patients with hypertension were more likely to develop bacterial infections (P=0.002) and had higher neutrophil counts (P=0.007), neutrophil/lymphocyte ratio (P=0.045), and lactate dehydrogenase levels (P=0.035). A greater proportion of patients had bilateral patchy opacities on chest CT (P=0.012) in the hypertension group than in the normotensive group. COVID-19 patients with hypertension group were more likely to receive antibiotics (P=0.035) and corticosteroid therapies (P=0.035). Conclusion Hypertension increases the risk of bacterial infection in patients with COVID-19. Hypertensive patients with COVID-19 have higher neutrophil counts and neutrophil/lymphocyte ratios and are more likely to require treatment with antibiotics. Hypertensive patients with COVID-19 should therefore take cautions to avoid bacterial infections.
5.Application value of cone-shaped gastric tube combined with cervical end-to-end anastomosis in thoracoscopic and laparoscopic esophagectomy for esophageal cancer
Xin XIAO ; Siyuan LUAN ; Yushang YANG ; Chengyi MAO ; Qixin SHANG ; Weipeng HU ; Wenjia WANG ; Hanlu ZHANG ; Yang HU ; Longqi CHEN ; Yong YUAN
Chinese Journal of Digestive Surgery 2019;18(6):542-548
Objective To explore the application value of cone-shaped gastric tube combined with cervical end-to-end anastomosis in thoracoscopic and laparoscopic esophagectomy for esophageal cancer.Methods The retrospective and descriptive study was conducted.The clinical data of 122 patients with esophageal cancer who were admitted to West China Hospital of Sichuan University from December 2016 to December 2017 were collected.There were 89 males and 33 females,aged (61±8)years,with a range from 48 to 81 years.McKeowntype three-incision esophagectomy was performed,and the cone-shaped gastric tube was pulled up to esophagus in left neck for hand-sewn end-to-end anastomosis after the dissection of esophagus and stomach under total thoracoscopy and laparoscopy.Observation indicators:(1) surgical treatment situations;(2) postoperative complications;(3) follow-up.Follow-up using outpatient examination was performed to detect postoperative gastroesophageal reflux,anastomotic stenosis and evaluate anastomotic width at 1,3,6 months and one year postoperatively up to December 2018.Measurement data with normal distribution were represented by Mean±SD.Measurement data with skewed distribution were described by M (P25,P75) or M (range).Count data were expressed by absolute number.Results (1) Surgical treatment situations:122 patients underwent laparocopic McKeown-type three-incision esophagectomy successfully,using cone-shaped gastric tube combined with cervical hand-sewn end-to-end anastomosis as digestive tract reconstruction,with no intraoperative conversion to open surgery.The operation time,cervical anastomosis time,and volume of intraoperative blood loss were (229 ± 49) minutes,(27± 1) minutes,and 50 mL (40 mL,60 mL),respectively.There were 6-8 stations of lymph node dissected,and the number of lymph node dissected were 19 (15,25).Duration of postoperative hospital stay was 10 days (9 days,11 days) in the 122 patients.(2) Postoperative complications:31 of 122 patients had postoperative complications.The primary complications:3 patients with anastomotic fistula were cured by conservative treatment including enteral nutrition through placement of nutritional tube under gastroscope,closed thoracic drainage and anti-infection;6 cases with severe thoracic gastric dilation were cured after gastrointestinal decompression.The secondary complications of 22 patients included 8 cases with hoarseness caused by recurrent laryngeal never injury,5 with arrhythmia,9 with pulmonary infection.They were cured after symptomatic and supportive treatment.No chylothorax occured,and there was no perioperative death.(3) Follow-up:all the 122 patients were followed up for 10-24 months,with a median time of 19 months.During the follow-up,7 cases with anastomotic stenosis including 4 scoring less than grade 2 and 3 scoring more than grade 3 were relieved after dilation through gastroscope.There were 33 of 122 patients without any reflux symptoms,and 89 with reflux symptoms,among which 52 were scored 1,25 were scored 2 and 12 were scored 3.The width of gastroesophageal anastomosis measured by barium radiography at 1 month after operation was (1.2±0.4) cm.Conclusion Coneshaped gastric tube combined with cervical end-to-end anastomosis in digestive tract reconstruction of thoracoscopic and laparoscopic esophagectomy can reduce the incidence of postoperative anastomotic complications and thoracic gastric dilation,and nasogastric tube placement could be abandoned,which demonstrates good safety and universality.
6.Comparison of DHS, Gamma nail and PFNA fixations for treatment of intertrochanteric femoral fractures in elderly patients
Baota CAI ; Chengyi XU ; Jun CAO ; Guangzhou HU ; Shaoan YANG ; Songjian LI
Chinese Journal of Orthopaedic Trauma 2016;18(7):564-568
Objective To compare the clinical effects of dynamic hip screw(DHS),Gamma interlocking intramedullary nail and proximal femoral nail antirotation (PFNA) in the treatment of intertrochanteric femoral fractures in elderly patients.Methods From January 2008 to June 2015,103 elderly patients with intertrochanteric femoral fracture were treated with DHS (DHS group,33 cases),Gamma nails (Gamma group,30 cases),or PFNA (PFNA group,40 cases).By the AO classification,there were 44 cases of type 31-Al,30 cases of type 31-A2 and 29 cases of type 31-A3.The 3 groups were compared in terms of incision length,operation time,intraoperative blood loss,fracture healing time,postoperative weight-bearing time,Harris scoring,and incidence of postoperative complications.Results PFNA group incurred significantly shorter incision length (5.4 ±0.5 cm) and operation time (70.8 ± 16.2 min) than DHS group (12.6 ±2.7 cm and 102.6±17.4min) and Gamma group (7.5±0.8 cmand93.0±35.9 min) (P <0.05).The intraoperative blood loss in PFNA group (163.2 ± 60.6 mL) was significantly less than in DHS group (280.5 ±89.8 mL) and in Gamma group (204.9 ±62.2 mL),and that in Gamma group was also significantly less than in DHS group (P < O.05).PFNA group had significantly shorter weight-beating time (11.0 ± 0.8 weeks),fracture healing time(13.6 ± 1.5 weeks) and significantly higher Harris good to excellent rate (92.5%) than DHSgroup (13.3±1.0weeks,15.8 ± 1.2 weeks and 84.8%) and Gamma group (12.5±1.3 weeks,14.2 ± 1.0 weeks and 86.7%) (P < 0.05).The incidence of postoperative complications in DHS group (21.2%)was significantly higher than in Gamma group(10.0%) and in PFNA group (7.5%) (P < 0.05).Conclusions DHS,Gamma nail and PFNA are effective means for the treatment of intertrochanteric femoral fractures in the elderly.Intramedullary fixation,especially by PFNA,shows superiority in the clinical outcomes.
7.Body mass index, waist circumference and waist-to-height ratio associated with the incidence of type ;2 diabetes mellitus:a cohort study
Xiangyu YANG ; Ming ZHANG ; Xinping LUO ; Jinjin WANG ; Lei YIN ; Chao PANG ; Guoan WANG ; Yanxia SHEN ; Dongting WU ; Lu ZHANG ; Yongcheng REN ; Bingyuan WANG ; Hongyan ZHANG ; Junmei ZHOU ; Chengyi HAN ; Yang ZHAO ; Tianping FENG ; Dongsheng HU ; Jingzhi ZHAO
Chinese Journal of Preventive Medicine 2016;50(4):328-333
Objective To investigate the association between body mass index (BMI), waist circumference (WC), waist?to?height ratio (WHtR), and the incidence risk of type 2 diabetes mellitus (T2DM). Methods In total, 20 194 participants≥18 years old were selected randomly by cluster sampling from two township (town) of the county in Henan province from July to August of 2007 and July to August of 2008 and the investigation included questionnaires, anthropometric measurements, fasting plasma glucose,and lipid profile examination were performed at baseline; 17 236 participants were enrolled in this cohort study. 14 720 (85.4%) were followed up from July to August 2013 and July to October 2014. Finally, 11 643 participants (4 301 males and 7 342 females) were included in this study. Incidence density and Cox proportional hazards regression models were used to evaluate the risk of T2DM associated with baseline BMI, WC, WHtR, and their dynamic changes. Results After average of 6.01 years following up for 11 643 participants, 613 developed T2DM and the incidence density was 0.89 per 100 person?years. After adjusted for baseline sex, age, smoking, drinking, family history of diabetes, as well as the difference of fasting plasma?glucose (FPG), total cholesterol (TC), triglyceride (TG), high density lipoprotein cholesterol (HDL?C), systolic blood pressure (SBP), diastolic blood pressure (DBP) between baseline and follow?up, Cox Proportional?Hazards regression analysis indicated that T2DM risk of baseline BMI overweight group, BMI obesity group, abnormal WC group and abnormal WHtR group were significantly higher than that of the corresponding baseline normal groups , and the incidence risk of T2DM reached the highest for those whose baseline BMI, WC and WHtR were all abnormal, the corresponding HR (95%CI) were 2.05 (1.62-2.59), 3.01 (2.33-3.90), 2.34 (1.89-2.90), 2.88 (2.21-3.74), 3.32 (2.50-4.40), respectively. Whether baseline BMI/WC was normal or not, T2DM risk increased if baseline WHtR was abnormal, and the HR (95%CI) of baseline normal BMI/abnormal WHtR group, baseline abnormal BMI/abnormal WHtR group, baseline normal WC/abnormal WHtR group, baseline abnormal WC/abnormal WHtR group were 1.88 (1.29-2.74), 3.08 (2.34-4.05), 2.15 (1.53-3.00), 3.22 (2.45-4.23), respectively. The analysis for dynamic changes of BMI, WC, and WHtR indicated that in baseline normal WC or WHtR group, T2DM risk increased when baseline normal WC or WHtR developed abnormal at follow?up, and the corresponding HR (95%CI) were 1.79 (1.26-2.55), 2.12 (1.32-3.39), respectively. In baseline abnormal WC or WHtR group, T2DM risk decresed when baseline abnormal WC or WHtR reversed to normal at follow?up, and the corresponding HR (95%CI) were 2.16 (1.42-3.29), 2.62 (1.63-4.20), respectively. Conclusion BMI, WC, and WHtR were associated with increased T2DM risk. The more abnormal aggregation of BMI, WC, and WHtR presents, the higher T2DM risk was. T2DM risk could be decreased when abnormal WC or WHtR reversed to normal.
8.Body mass index, waist circumference and waist-to-height ratio associated with the incidence of type ;2 diabetes mellitus:a cohort study
Xiangyu YANG ; Ming ZHANG ; Xinping LUO ; Jinjin WANG ; Lei YIN ; Chao PANG ; Guoan WANG ; Yanxia SHEN ; Dongting WU ; Lu ZHANG ; Yongcheng REN ; Bingyuan WANG ; Hongyan ZHANG ; Junmei ZHOU ; Chengyi HAN ; Yang ZHAO ; Tianping FENG ; Dongsheng HU ; Jingzhi ZHAO
Chinese Journal of Preventive Medicine 2016;50(4):328-333
Objective To investigate the association between body mass index (BMI), waist circumference (WC), waist?to?height ratio (WHtR), and the incidence risk of type 2 diabetes mellitus (T2DM). Methods In total, 20 194 participants≥18 years old were selected randomly by cluster sampling from two township (town) of the county in Henan province from July to August of 2007 and July to August of 2008 and the investigation included questionnaires, anthropometric measurements, fasting plasma glucose,and lipid profile examination were performed at baseline; 17 236 participants were enrolled in this cohort study. 14 720 (85.4%) were followed up from July to August 2013 and July to October 2014. Finally, 11 643 participants (4 301 males and 7 342 females) were included in this study. Incidence density and Cox proportional hazards regression models were used to evaluate the risk of T2DM associated with baseline BMI, WC, WHtR, and their dynamic changes. Results After average of 6.01 years following up for 11 643 participants, 613 developed T2DM and the incidence density was 0.89 per 100 person?years. After adjusted for baseline sex, age, smoking, drinking, family history of diabetes, as well as the difference of fasting plasma?glucose (FPG), total cholesterol (TC), triglyceride (TG), high density lipoprotein cholesterol (HDL?C), systolic blood pressure (SBP), diastolic blood pressure (DBP) between baseline and follow?up, Cox Proportional?Hazards regression analysis indicated that T2DM risk of baseline BMI overweight group, BMI obesity group, abnormal WC group and abnormal WHtR group were significantly higher than that of the corresponding baseline normal groups , and the incidence risk of T2DM reached the highest for those whose baseline BMI, WC and WHtR were all abnormal, the corresponding HR (95%CI) were 2.05 (1.62-2.59), 3.01 (2.33-3.90), 2.34 (1.89-2.90), 2.88 (2.21-3.74), 3.32 (2.50-4.40), respectively. Whether baseline BMI/WC was normal or not, T2DM risk increased if baseline WHtR was abnormal, and the HR (95%CI) of baseline normal BMI/abnormal WHtR group, baseline abnormal BMI/abnormal WHtR group, baseline normal WC/abnormal WHtR group, baseline abnormal WC/abnormal WHtR group were 1.88 (1.29-2.74), 3.08 (2.34-4.05), 2.15 (1.53-3.00), 3.22 (2.45-4.23), respectively. The analysis for dynamic changes of BMI, WC, and WHtR indicated that in baseline normal WC or WHtR group, T2DM risk increased when baseline normal WC or WHtR developed abnormal at follow?up, and the corresponding HR (95%CI) were 1.79 (1.26-2.55), 2.12 (1.32-3.39), respectively. In baseline abnormal WC or WHtR group, T2DM risk decresed when baseline abnormal WC or WHtR reversed to normal at follow?up, and the corresponding HR (95%CI) were 2.16 (1.42-3.29), 2.62 (1.63-4.20), respectively. Conclusion BMI, WC, and WHtR were associated with increased T2DM risk. The more abnormal aggregation of BMI, WC, and WHtR presents, the higher T2DM risk was. T2DM risk could be decreased when abnormal WC or WHtR reversed to normal.
9.Effect of Ulinastatin on T-cytoimmunity in patients with infetility undergoing laparoscopic surgery
Lian DENG ; Zurong HU ; Jing YI ; Danchen SU ; Chengyi CAI
The Journal of Practical Medicine 2015;(13):2081-2083
Objective To research the effect of ulinastatin on T-cytoimmunity in patients with infertility undergoing laparoscopic surgery. Methods Forty patients scheduled for receiving laparoscopic surgery were equally randomized into two groups, ulinastatin group (Group U) and control group (Group C). Ulinastatin was given to patients in the Group U at a dose of 20 × 104 U before anesthetic. No ulinastatin was given to patients in the Group C. Patients′venous blood samples for T-lymphocyte subset (CD3+,CD3+CD4+,CD3+CD8+) and CD3+CD4+/ CD3+CD8+ ratio calculation were collected before the surgery (T0) and at 0 h (T1),1st day (T2),3rd day (T3) after the surgery. Results CD3+ had less difference at T1~3 compared with T0 in the Group C but raised obviously at T2~3 in the Group U. CD3+CD4+ were only raised at T3 compared with T0 but raised obviously at T2~3 in the Group U. CD3+CD8+ were raised obviously at T2~3 compared with T0 in the Group C but had less difference in the Group U. CD3+CD4+/CD3+CD8+ had less difference at T1~3 compared with T0 in the Group C but raised obviously at T3 in the Group U. Conclusion The application of ulinastatin in laparoscopic surgery could significantly produce protective effect on T-cytoimmunity.
10.Diagnostic value of contrast-enhanced ultrasonography in typical and atypical breast cancer
Xiaoqiu DONG ; Siming WANG ; Chengyi HU ; Xiaohui SHAO
Chinese Journal of Ultrasonography 2010;19(10):874-877
Objective To investigate the diagnostic value of contrast enhanced ultrasound in breast cancer. Methods Thirty-six cases including 51 typical and 22 atypical breast cancer were examined with injecting contrast agent before operation. The enhanced charaters of perfusion pattern, enhanced level, and modes were observed and reanalyzed when pathology was got. Results There was no statistical meanings in perfusion pattern, enhanced level and mode between typical and atypical breast cancer. They all enhanced like branch or annulus with high lever and there were 3 enhanced modes:"fast in slow out"(48% ,35/73) ,"lastly fast in slow out"(44% ,32/73) and "same in same out"(8% ,6/73). Conclusions The enhanced modes of breast cancer showed "fast in slow out" , "lastly fast in slow out"and "same in same out", enhanced like "branch or annulus" and high level enhanced. Contrast enhanced ultrasound can increase the diagnostic accuracy in the early stage of breast cancer.

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