1.Drug Appearance Recognition Based on Object Detection
Xiaoyu ZHANG ; Jianzhi DENG ; Jun LUO ; Jiaqing XU
Chinese Journal of Modern Applied Pharmacy 2024;41(7):983-989
OBJECTIVE
In the process of drug dispensing, using computer vision technology to identify drugs is vulnerable to the influence of lighting, angle, packaging and other factors, which will produce large identification errors. Therefore, this paper proposes an object detection algorithm for drug appearance recognition(YOLOv4-GhostNet-CMB).
METHODS
Firstly, the algorithm redesigned the backbone feature extraction network in YOLOv4 by using GhostNet. Secondly, the CA attention model was brought into the Ghost module, aggregate features along horizontal and vertical directions to enhance the precise positioning of drugs. Finally, Bi-FPN feature pyramid structure was introduced to connect with the new backbone, and added a feature graph output which could enhance feature extraction and improved the detection accuracy of drugs.
RESULTS
The experimental results show that the average detection accuracy of YOLOv4-GhostNet-CMB algorithm reached 92.24%, which was a significant improvement of 4.49% compared with YOLOv4 algorithm in term of detection accuracy.
CONCLUSION
The model size is only 150 MB, nd this algorithm can effectively identify drugs.
2.Bone densities and biomechanical properties on different layers of the trabecular bone in the proximal tibia
Yuanyuan QUAN ; Haicheng WANG ; Yanlin LI ; Kai DING ; Yifan ZHANG ; Jianzhi ZHANG ; Wei CHEN
Chinese Journal of Orthopaedic Trauma 2024;26(8):711-718
Objective:To investigate the correlations between the bone mineral densities and biomechanical properties on different layers of the cancellous bone in the proximal tibia.Methods:Quantitative CT was conducted of the 15 specimens of adult male tibia. Based on the artificial destruction levels at the trabecular bone on the tibial plateau, the 15 specimens were randomly divided into 3 groups ( n=5): group A (cancellous bone on the 1.5 cm layer below the articular cartilage), group B (cancellous bone on the 3.0 cm layer under the articular cartilage) and group C (cancellous bone on the 0 to 3 cm range of the subchondral bone). After standing positions were simulated in the 3 sets of specimens, they were connected to a biomechanical testing machine. Twenty-four sites were selected and subjected to a vertical load of 600 N. Strain values and overall displacement values of the specimens were recorded before and after trabecular bone destruction. The correlations were analyzed between bone density and displacement values in groups A and B. The strain values before and after trabecular bone destruction, as well as the overall deformation values of the specimens were compared between the 3 groups. Results:The bone densities of specimens in groups A and B were negatively correlated with the displacement values before and after destruction ( P<0.05). Comparisons of strain values at the 24 sites before and after trabecular bone destruction within 3 groups: There were statistically significant differences in the strain values at 8 sites between before and after trabecular bone destruction in group A ( P<0.05). Of the 8 sites, 6 showed increased strains which were mainly concentrated around the insertion point of the anterior cruciate ligament and the medial tibial plateau. There were statistically significant differences in the strain values between before and after trabecular bone destruction at 3 sites in group B ( P<0.05). The strains at all the 3 sites increased, mainly concentrated behind the surface below the level of destruction. There were statistically significant differences in the strain values at 10 sites in group C between before and after trabecular bone destruction ( P<0.05). Of the 10 sites, 5 showed a decrease in the strain which was concentrated above the destruction plane, and 5 showed an increase in the strain which was concentrated below the destruction plane. The overall deformation values of the specimens in groups A, B, and C were (0.033±0.003) mm, (0.015±0.003) mm, and (0.066±0.007) mm, respectively, showing statistically significant differences between the 3 groups ( P<0.05) as well as between any 2 groups ( P<0.05). Conclusions:Bone mineral density in the cancellous bone of the proximal tibia has some value in assessment of the bone strength. Destruction of the proximal tibial cancellous bone can significantly change the strain distribution on the proximal tibia. The proximal cancellous bone of the tibia plays a key role in stress support and load conduction.
3.Efficacy evaluation of combined heparin-binding protein,total bilirubin,and white blood cell count in predicting sepsis in patients with severe trauma
Li HE ; Ying WU ; Xiaozhen JI ; Bangjia GAN ; Jintao TANG ; Qinqin ZHANG ; Jianzhi YING ; Yongan XU
Chinese Journal of Pathophysiology 2024;40(7):1292-1299
AIM:To evaluate the effectiveness of heparin-binding protein(HBP)in combination with organ function indicators for early diagnosis and prognosis prediction in patients with severe trauma complicated with sepsis.METHODS:A retrospective analysis was conducted on 184 patients with multiple injuries who were admitted to the Emergency Medicine Department of the Second Affiliated Hospital of Zhejiang University Medical College between January 2019 and September 2020 and underwent HBP testing.Patients were classified according to the SEPSIS 3.0 diagnostic cri-teria into a sepsis group(n=89)and a non-sepsis group(n=95).Clinical outcomes were tracked,dividing patients into a deceased group(n=43)and a survival group(n=141).HBP levels were continuously measured,and the peak values of the two groups were compared to assess the efficacy of diagnosing sepsis.Further analysis on the correlation of HBP peak value median with clinical prognosis was conducted.The effectiveness of HBP alone and in combination with total biliru-bin(TBil)and white blood cell(WBC)count in prognosis assessment was evaluated.RESULTS:(1)No significant dif-ference was found in the peak level of HBP between the sepsis group(n=89)and the non-sepsis group(n=95)(71.7±68.6 vs 52.5±56.1,P=0.051).(2)Among the 184 patients,the peak level of HBP was positively correlated with WBC count(r=0.244,P<0.01)and TBil levels(r=0.241,P<0.01).(3)The area under curve(AUC)for independent diag-nosis of sepsis using TBil levels,WBC count,and PCT levels were 0.618,0.631,and 0.718,respectively,and the com-bined AUC was 0.684,with a diagnostic sensitivity of 60.7%and specificity of 71.6%(P<0.05).(4)Prognostic analy-sis of mortality showed that patients in the high HBP level group had a significantly higher mortality rate than those in the low-level group(30.4%vs 16.3%,P<0.05).The WBC count was also significantly higher in the deceased group than in the survival group(17.5±6.9 vs 12.8±4.7,P<0.01),especially in those with sepsis(P<0.01).The AUCs for predict-ing sepsis mortality prognosis using HBP peak level,TBil levels,WBC count,SOFA score,and APACHE-II score were 0.618,0.603,0.719,0.823,and 0.811,respectively.The combined AUC of HBP with TBil and WBC for assessing sepsis prognosis was 0.750,with a sensitivity of 74.4%and specificity of 74.5%,showing statistically significant differ-ences(P<0.05).(5)The combined assessment of these three indicators showed no statistically significant difference from artificial scoring systems in predicting sepsis prognosis(P>0.05).CONCLUSION:The combination of HBP,TBil,and WBC is highly effective in predicting the risk of sepsis in patients with multiple injuries and has significant clinical value in predicting the mortality risk of trauma patients with sepsis.
4.Analysis of sex differences in severe traumatic death patients of different ages
Shu ZHANG ; Yong'an XU ; Jianzhi YING
Chinese Journal of Primary Medicine and Pharmacy 2023;30(6):895-900
Objective:To investigate the sex differences in severe traumatic death patients of different ages.Methods:A total of 408 patients with severe trauma who received treatment in The Second Affiliated Hospital of Zhejiang University School of Medicine and Taizhou First People's Hospital from June 2017 to June 2022 were retrospectively analyzed. These patients were divided into the children group (≤ 14 years old, n = 47), the adult group (14-50 years old, n = 171), and the older adult group (> 50 years old, n = 90). Multivariate logistic regression was used to evaluate the difference in sex-based mortality among the groups. Nonlinear regression was used to evaluate the mutual interaction of increasing age and sex on the predicted survival rate. Results:Traffic accidents were the most common cause of death among men in the adult group (58.93%, χ2 = 7.95, P = 0.027). Falls were the most common cause of death among men in the older adult group (57.36%, χ2 = 8.63, P = 0.001). The Injury Severity Score of women in the adult and older adult groups was significantly higher in women than that of men in the same group [adult group: men: (24.39 ± 4.17) points, women: (26.32 ± 4.31) points, t = 2.84, P = 0.005). The incidence of post-traumatic complications in the older adult group was very higher in men than in women (respiratory failure: 28.68% in men, 14.75% in women, χ2 = 4.37, P = 0.036; circulatory failure: men: 27.13%, women: 13.11%, χ2 = 4.64, P=0.031; neuropsychiatric disorders: men: 20.93%, women: 8.20%, χ2 = 4.79, P = 0.029; respiratory infection: men: 31.78%, women: 18.03%, χ2 = 5.55, P = 0.047; other infectious diseases: men: 28.68%, women: 13.11%, χ2 = 0.69, P = 0.018). After adjusting for covariates, the mortality rate of men in the older adult group was significantly higher than that of women in the same group ( OR: 1.261, 95% CI: 1.185-1.343, P < 0.001). With the increase of age, the predicted survival rate after the trauma in patients of different sexes also decreased, in particular in men aged > 50 years (interaction P = 0.051). Among patients with blunt and severe head trauma, age-related mortality decline in patients aged > 50 years had a strong interaction with sex (interaction P = 0.002). In patients with penetrating trauma, there was a weak interaction between the predicted survival rate of different sexes (interaction P = 0.192). Conclusion:There is no significant difference in age-related change in post-traumatic mortality between different sexes. In the population aged > 50 years, men have a relatively higher risk of death than women.
5.Clinical efficacy and prognostic influencing factors of radical surgery for duodenal gastro-intestinal stromal tumor: a multicenter retrospective study
Jianzhi CUI ; Xin WU ; Peng ZHANG ; Linxi YANG ; Ye ZHOU ; Yuan YIN ; Xingyu FENG ; Zaisheng YE ; Yongjian ZHOU ; Youwei KOU ; Heli LIU ; Yuping ZHU ; Yan ZHAO ; Yongwen LI ; Haibo QIU ; Hao XU ; Zhijian YE ; Guoli GU ; Ming WANG ; Hui CAO
Chinese Journal of Digestive Surgery 2022;21(8):1056-1070
Objective:To investigate the clinical efficacy and prognostic influencing factors of radical surgery for duodenal gastrointestinal stromal tumor (GIST).Methods:The retrospective cohort study was conducted. The clinicopathological data of 741 duodenal GIST patients who under-went radical surgery in 17 medical centers, including 121 cases in Renji Hospital Affiliated to Shanghai Jiaotong University School of Medicine, 121 cases in Chinese PLA General Hospital, 116 cases in Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 77 cases in Fudan University Shanghai Cancer Center, 77 cases in West China Hospital, Sichuan University, 31 cases in Guangdong Provincial People′s Hospital, 24 cases in Fujian Cancer Hospital, 22 cases in Fujian Medical University Union Hospital, 25 cases in Shengjing Hospital of China Medical University, 19 cases in Xiangya Hospital, Central South University, 23 cases in Zhejiang Cancer Hospital, 17 cases in Liaoning Cancer Hospital&Institute, 17 cases in the First Affiliated Hospital of Xiamen University, 15 cases in Sun Yat-sen University Cancer Center, 14 cases in the First Affiliated Hospital of Nanjing Medical University, 14 cases in Zhongshan Hospital Affiliated to Xiamen University and 8 cases in General Hospital of Chinese People′s Liberation Army Air Force, from January 2010 to April 2020 were collected. There were 346 males and 395 females, aged 55(range, 17?86)years. Observation indicators: (1) neoadjuvant treatment; (2) surgical and postoperative situations; (3) follow-up; (4) stratified analysis. Follow-up was conducted using outpatient examination or telephone interview. Patients were followed up once every 3?6 months during neoadjuvant therapy and once every 6?12 months after radical surgery to detect tumor recurrence and survival of patient up to April 2022. Measurement data with normal distribution were represented as Mean± SD. Measurement data with skewed distribution were represented as M(range), and comparison between groups was conducted using the Mann-Whitney U test. Count data were described as absolute numbers or percentages, and comparison between groups was conducted using chi-square test or Fisher exact probability. The Kaplan-Meier method was used to draw survival curves and calculate survival rates. Log-rank test was used for survival analysis. The COX regression model was used for univariate and multivariate analyses. Propensity score matching was done by the 1∶1 nearest neighbor matching method, and the matching tolerance was 0.02. Results:(1) Neoadjuvant therapy. Of the 741 patients, 34 cases received neoadjuvant therapy for 8(range, 3?44)months. Cases assessed as partial response, stable disease and progressive disease before the radical surgery of the 34 cases were 21, 9, 4, respectively. The tumor diameter of the 34 patients before the neoadjuvant therapy and before the radical surgery were 8.0(range, 3.0?26.0)cm and 5.3(range, 3.0?18.0)cm, with the regression rate as 31.9%(range, ?166.7% to 58.3%). (2) Surgical and postoperative situations. Of the 741 patients, 34 cases underwent radical surgery after receiving neoadjuvant therapy, and 707 cases underwent radical surgery directly. All the 741 patients underwent radical surgery successfully, in which 633, 102 and 6 cases received open surgery, laparoscopic surgery and endoscopic treatment, respectively. Of the 633 cases receiving open surgery and the 102 cases receiving laparoscopic surgery, cases with surgical resection range as pancreatoduodenectomy (PD) was 238, and cases with surgical resection range as duodenal limited resection, including duodenal wedge resection, distal gastrectomy, segmental duodenal resection, local resection of duodenal tumor or segmental duodenum combined with subtotal gastrectomy, was 497, 226, 55, 204, 12. Of the 741 patients, 131 cases had post-operative complications including 113 cases with grade Ⅰ?Ⅱ complications and 18 cases with ≥ grade Ⅲ complications of the Clavien-Dindo classification. The duration of postoperative hospital stay of the 741 patients was 13(range, 4?120)days. Of the 707 patients receiving direct radical surgery, 371 cases were evaluated as extremely low risk, low risk, medium risk of the modified National Institutes of Health (NIH) risk classification after surgery, and 336 cases were evaluated as high risk in which 205 cases receive postoperative adjuvant imatinib therapy with the treatment time as 24(range, 6?110)months. (3) Follow-up. All the 741 patients were followed up for 58(range, 7?150)months. During the follow-up, 110 patients had tumor recurrence and metastasis. The 1-, 3-, 5-year overall survival rates and 1-, 3-, 5-year disease-free survival rates of the 741 patients were 100.0%, 98.6%, 94.5% and 98.4%, 90.9%, 84.9%, respectively. The 1-, 3-, 5-year overall survival rates and 1-, 3-, 5-year disease-free survival rates of the 707 patients receiving direct radical surgery were 100.0%, 98.5%, 94.3% and 98.4%, 91.1%, 85.4%, respectively. (4) Stratified analysis. ① Analysis of prognostic factors in patients undergoing radical surgery directly. Results of univariate analysis showed that primary tumor location, tumor diameter, mitotic count, modified NIH risk classification and tumor gene information were related factors affecting the overall survival of 707 patients with primary duodenal GIST who underwent direct radical surgery ( hazard ratio=0.43, 0.18, 0.22, 0.06, 0.29, 95% confidence intervals as 0.20?0.93, 0.09?0.35, 0.10?0.50, 0.03?0.12, 0.09?0.95, P<0.05). The primary tumor location, tumor diameter, mitotic count, modified NIH risk classification were related factors affecting the disease-free survival of 707 patients with primary duodenal GIST who underwent direct radical surgery ( hazard ratio=0.65, 0.25, 0.25, 0.10, 95% confidence intervals as 0.41?1.03, 0.17?0.37, 0.15?0.42, 0.07?0.15, P<0.05). Results of multivariate analysis showed that primary tumor located at the horizontal segment of duodenum, mitotic count >5/50 high power field, tumor gene KIT exon 9 mutation were independent risk factors affecting the overall survival of 365 patients with primary duodenal GIST after removing 342 patients without tumor gene information who underwent direct radical surgery ( hazard ratio=2.85, 2.73, 3.13, 95% confidence intervals as 1.12?7.20, 1.07?6.94, 1.23?7.93, P<0.05). Tumor diameter >5 cm and mitotic count >5/50 high power field were independent risk factors affecting the disease-free survival of 707 patients with primary duodenal GIST who underwent direct radical surgery ( hazard ratio=3.19, 2.98, 95% confidence intervals as 2.05?4.97, 1.99?4.45, P<0.05). ② Effect of postoperative adjuvant therapy on prognosis of high-risk patients of modified NIH risk classification. Of the 336 patients evaluated as high risk of the modified NIH risk classification, the 5-year overall survival rate and 5-year disease-free survival rate were 94.6% and 77.3% in the 205 cases with postoperative adjuvant therapy, versus 83.2% and 64.4% in the 131 cases without postoperative adjuvant therapy, showing significant differences between them ( χ2=8.39, 4.44, P<0.05). Of the 205 patients evaluated as high risk of the modified NIH risk classification who received postoperative adjuvant therapy, there were 106 cases receiving postoperative adjuvant therapy <36 months, with the 5-year overall survival rate and 5-year disease-free survival rate were 87.1% and 58.7%, and there were 99 cases receiving post-operative adjuvant therapy ≥36 months, with the 5-year overall survival rate and 5-year disease-free survival rate were 100.0% and 91.5%. There were significant differences in the 5-year overall survival rate and 5-year disease-free survival rate between the 106 patients and the 99 patients ( χ2=13.92, 29.61, P<0.05). ③ Comparison of clinical efficacy of patients with different surgical methods. Before propensity score matching, cases with primary tumor located at bulb, descending, horizontal, ascending segment of duodenum, cases with tumor diameter ≤5 cm and >5 cm were 95, 307, 147, 34, 331, 252, in the 583 patients receiving open surgery with complete clinical data, versus 15, 46, 17, 5, 67, 16 in the 83 patients receiving laparoscopic surgery with complete clinical data, showing no significant difference in the primary tumor location ( χ2=0.94, P>0.05), and a significant difference in the tumor diameter ( χ2=17.33, P<0.05) between them. After propensity score matching, the above indicator were 16, 39, 20, 8, 67, 16 in the 83 patients receiving open surgery, versus 15, 46, 17, 5, 67, 16 in the 83 patients receiving laparoscopic surgery, showing no significant difference between them ( χ2=1.54, 0.00, P>0.05). Cases with postoperative complications, cases with grade Ⅰ?Ⅱ complica-tions and ≥grade Ⅲ complications of the Clavien-Dindo classification, duration of postoperative hospital stay, the 5-year overall survival rate and 5-year disease-free survival rate were 17, 12, 5, 11(range, 5?120)days, 92.0%, 100.0% in the 83 patients receiving open surgery, versus 9, 7, 2, 11(range, 5?41)days, 91.6%, 97.3% in the 83 patients receiving laparoscopic surgery, showing no signi-ficant difference in postoperative complications, duration of postoperative hospital stay, the 5-year overall survival rate and 5-year disease-free survival rate ( χ2=2.91, Z=3 365.50, χ2=3.02, 1.49, P>0.05) between them. There was no significant difference in complications of the Clavien-Dindo classification between them ( P>0.05). ④ Comparison of clinical efficacy of patients with primary tumor located at the descending segment of duodenum who underwent surgery with different surgical resection scopes. Before propensity score matching, cases with tumor diameter ≤5 cm and >5 cm, cases with tumor located at opposite side of mesangium and mesangium were 71, 85, 28, 128 in the 156 patients with primary tumor located at the descending segment of duodenum who underwent PD with complete clinical data, versus 92, 41, 120, 13 in the 133 patients with primary tumor located at the descending segment of duodenum who underwent duodenal limited resection with complete clinical data, showing significant differences between them ( χ2=16.34, 150.10, P<0.05). After propensity score matching, the above indicator were 28, 13, 16, 25 in the 41 patients with primary tumor located at the descending segment of duodenum who underwent PD with complete clinical data, versus 28, 13, 16, 25 in the 41 patients with primary tumor located at the descending segment of duodenum who underwent duodenal limited resection with complete clinical data, showing no significant difference between them ( χ2=0.00, 0.00, P>0.05). Cases with postopera-tive complications, cases with grade Ⅰ?Ⅱ complications and ≥grade Ⅲ compli-cations of the Clavien-Dindo classification, duration of postoperative hospital stay, the 5-year overall survival rate and 5-year disease-free survival rate were 13, 11, 2, 15(range, 9?62)days, 94.2%, 64.3% in the 41 patients with primary tumor located at the descending segment of duodenum who underwent PD with complete clinical data, versus 9, 8, 0, 15(range, 7?40)days, 100.0%, 78.8% in the 41 patients with primary tumor located at the descending segment of duodenum who underwent duodenal limited resection with complete clinical data, showing no significant difference in post-operative complica-tions, the 5-year overall survival rate and 5-year disease-free survival rate ( χ2=0.99, 0.34, 1.86, P>0.05) between them. There was no significant difference in complications of the Clavien-Dindo classification ( P>0.05) and there was a significant difference in duration of postopera-tive hospital stay ( Z=614.50, P<0.05) between them. Conclusions:The clinical efficacy of radical surgery for duodenal GIST are ideal. Primary tumor located at the horizontal segment of duodenum, mitotic count >5/50 high power field, tumor gene KIT exon 9 mutation are independent risk factors affec-ting the overall survival of patients undergoing direct radical surgery and tumor diameter >5 cm and mitotic count >5/50 high power field are independent risk factors affecting the disease-free survival of patients. There is no significant difference in the short-term efficacy and long-term prognosis between patients undergoing open surgery and laparoscopic surgery. For patients with primary tumor located at the descending segment of duodenum, the duration of postoperative hospital stay is longer in patients undergoing PD compared with patients undergoing duodenal limited resection. For patients evaluated as high risk of the modified NIH risk classification, posto-perative adjuvant therapy and treatment time ≥36 months are conducive to improving the prognosis of patients.
6.Correlation between bone mineral density and neutrophil/lymphocyte ratio in patients with rheumatoid arthritis
Li ZHANG ; Tao HOU ; Jianzhi ZHAO ; Jianyao ZHOU
Chinese Journal of Rheumatology 2022;26(7):461-465,C7-2
Objective:To investigate the relationship between neutrophil/lymphocyte ratio (NLR) and bone mineral density (BMD) in rheumatoid arthritis (RA), and to evaluate its diagnostic value in RA with osteoporosis.Methods:134 RA patients and 69 healthy subjects were screened and NLR levels were compared between the two groups. Bone mineral density of lumbar L1-4 and femoral neck was measured by dual energy X-ray absorption (DXA), and the patients were divided into normal bone mass group (44 cases), reduced bone mass group (47 cases) and osteoporosis group (43 cases). Height, weight, course of disease, mean platelet volume, erythrocyte sedimentation rate (ESR), C-reactionprotein (CRP), complement C3, complement C4, rheumatoid factor (RF), anti-cyclic citrullinated peptide (anti-CCP) antibody, bone mineral density and other related indicators were recorded. The differences of NLR, body mass index(BMI) gender, age and other indicators among the three groups were compared by One-way Analysis of Variance (ANOVA) and Kruskal-Wallis test, or χ2 test. Correlation analysis was conducted to detect the correlation between NLR, bone mass and each indicator, and ordered multi-classification Logistic regression analysis was used to evaluate the im-pact of each indicator on osteoporosis, and receiver operating characteristic curve (ROC) was used to predict the diagnostic value of NLR and combined related indicators on osteoporosis. Results:NLR of RA patients (3.1±1.7) was higher than that of healthy controls (1.7±0.5) ( F=21.27, P<0.001). In the osteoporosis group, the reduced bone mass group, and the normal bone mass group, age (66±8), (62±10), (50±13), disease course (15±10), (9±8, (7±7), BMI (20±4) kg/m 2, (22±3) kg/m 2, (24±3) kg/m 2, NLR (3.9±2.3, 2.7±1.2, 2.6±1.0), CRP (41±43) mg/L, (28±34) mg/L, (18±26) mg/L, ESR (46±30) mm/1 h, (36±26) mm/1 h, (26±20) mm/1 h were significantly different among the three groups ( χ2=32.92, P<0.001; H=17.41, P<0.001; F=12.04, P<0.001; H=11.62, P=0.030; H=13.78, P=0.001; F=7.18, P=0.001). Correlation analysis showed that NLR was correlated with CRP, ESR, anti-CCP antibody, femoral neck bone mineral density, DAS28 score and age. The correlation coefficients were 0.49 ( P<0.001), 0.39 ( P<0.001), 0.30( P<0.001), -0.18( P=0.042), 0.50( P<0.001), 0.17( P=0.046), respectively. Femoral neck was correlated with age, BMI, course of disease, CRP, ESR. The correlation coefficients were -0.46( P<0.001), 0.38 ( P<0.001),-0.39 ( P<0.001), -0.34 ( P<0.001), the correlation coefficients of L1-4 with age, BMI, CRP and ESR were -3.41( P<0.001), 0.39( P<0.001), -0.22( P=0.010), -2.42( P=0.005), respectively. There was no correlation between bone mineral density and DAS28 and anti-CCP antibody. Ordered multi-classification Logistic regression analysis showed that: age, course of disease, NLR and ESR were risk factors for osteoporosis, and their OR values were 1.12 ( P<0.001), 1.05 ( P=0.025), 1.29 ( P=0.031), 1.02 ( P=0.039), 0.28 ( P=0.008), respectively. Body mass index ( OR=0.76, P<0.001) were protective factors. ROC curve showed that the AUC area of NLR was 0.68, the AUC area of NLR, BMI, age, sex and course of disease was 0.90, the cut-off value was 0.20, sensitivity was 0.95, and specificity was 0.73[95% CI(0.84, 0.95)]. Conclusion:In osteoporosis, NLR is related to bone mass and disease activity of patients with rheumatoid arthritis. Combined with other related indexes, NLR can be used as a predictive diagnostic index and has a guiding role in clinical practice.
7.A multicenter study on learning curve of laparoscopic transanal total mesorectal excision for rectal cancer
Meng LI ; Mingyang REN ; Qing XU ; Jianzhi CHEN ; Hongyu ZHANG ; Yi XIAO ; Zhicong FU ; Qingtong ZHANG ; Hongwei YAO ; Quan WANG ; Zhongtao ZHANG
Chinese Journal of Digestive Surgery 2021;20(3):306-314
Objective:To investigate the learning curve of laparoscopic transanal total mesorectal excision (taTME) for rectal cancer operated by one or two surgery teams.Methods:The retrospective cross-sectional study was conducted. Based on the concept of real-world research, the clinical data of 1 458 patients undergoing laparoscopic rectal cancer taTME from 44 medical centers who were registered in the Chinese taTME registry collaborative (CTRC) database from May 2010 to May 2020 were collected. The 1 458 patients were divided into cohorts with one surgery team or two surgery teams according to the operation method. Patients with one surgery team underwent taTME by transabdominal operation and then by transanal operation. Patients with two surgery teams underwent taTME by transabdominal and transanal operation simultaneously with duration of the simutaneous operation time ≥30 minutes. The entire surgical process of patients with two surgery teams is not required to be performed by two surgery teams simutaneously. The clinical data were collected from the medical centers with similar operation amount according to the operation time sequence to analyze the difference between different operation stages and explore the learning curve. The operation time was taken as the parameter to carry out cumulative sum analysis and draw the learning curve of laparoscopic rectal cancer taTME in each medical center. The clinicopathological characteristics of patients from two medical centers with the largest difference in learning curves were analyzed. Observation indicators: (1) screening results of clinical data; (2) clinical data collection of patients with one surgery team; (3) surgical situations of laparoscopic rectal cancer taTME from the one surgery team in different operation stages; (4) learning curve of the one surgery team; (5) clinical data collection of patients with two surgery teams; (6) surgical situations of laparoscopic rectal cancer taTME from the two surgery teams; (7) learning curve of the two surgery teams. The cumulative sum was calculated by the CUSUM=∑i=1nXi-U, where Xi represented the operation time of each taTME, U represented the average operation time of all cases, and n represented the operation number. Fitting process was conducted on scatter plot of learning curves. Taking the apex of learning curve as the boundary, the learning curve was divided into two stages. The abscissa corresponding to the apex of learning curve was the number of operations that needed to be performed to cross the learning curve. Measurement data with normal distribution were represented as Mean±SD. Comparison between two groups was conducted using the t test and comparison between multiple groups was conducted using the ANOVA. Measurement data with skewed distribution were represented as M( P25,P75), and comparison between groups was conducted using the Mann-Whitney U test. Comparison of ordinal data was analyzed using the rank sum test. Count data were analyzed using the chi-square test or Fisher exact probability. Results:(1) Screening results of clinical data:the clinical data of 661 patients from 7 medical centers with one surgery team and two surgery teams were collected. (2) Clinical data collection of patients with one surgery team: the clinical data of 312 patients undergoing laparoscopic rectal cancer taTME from 5 medical centers were collected including 42 cases in the number 2 medical center, 97 cases in the number 20 medical center, 82 cases in the number 33 medical center, 35 cases in the number 37 medical center and 56 cases in the number 39 medical center, respectively. (3) Surgical situations of laparoscopic rectal cancer taTME from the one surgery team in different operation stages: three medical centers including the number 2, number 37 and number 39 medical center with close operation volume provided the clinical data of cases distributed in five operation stages. Among the five operation stages, the proportion of high-quality operation of total mesorectal excision (TME) was ≥17/18, the incidence of postoperative complications was ≤13.3%(4/30) and the incidence of anastomotic leakage was ≤10.0%(3/30). There was no significant difference in the TME quality, postoperative complications or anastomotic leakage among the five operation stages ( P>0.05). There was no significant difference in the operation time among the five operation stages ( χ2=6.950, P>0.05). (4) Learning curve of the one surgery team: the number of operations corresponding to the turning point of learning curve in number 2 and number 20 medical center was 22 and 39, respectively. The number of operations corresponding to the turning points of learning curve in number 33 and number 37 medical center was 15, 66 and 10, 28, respectively. The number of operations corresponding to the turning point of learning curve in number 39 medical center was 20. The overall curve of number 20 medical center was in line with the trend of learning curve and 39 cases of operations was the minimum number needed to cross the learning curve. The biggest difference in learning curve was shown between the number 20 and number 33 medical center. Cases with the gender of male or female, age, body mass index, cases classified as stage 1, stage 2, stage 3 or stage 4 of the American Society of Anesthesiologists (ASA) Classification, cases with neoadjuvant therapy, duration of postoperative hospital stay of the number 20 medical center were 77, 20, (60±10)years, 24 kg/m 2(22 kg/m 2, 26 kg/m 2), 1, 88, 8, 0, 8, 8, 11 days (9 days, 13 days), respectively, versus 51, 31, (64±11)years, 23 kg/m 2(21 kg/m 2, 26 kg/m 2), 0, 35, 43, 1, 31, 16 days (13 day, 21 day) of number 33 medical center, showing significant differences in the above indicators between the two medical centers ( χ2 =6.442, t=-2.265, Z=-2.032, -6.870, χ2 =22.120, Z=-8.408, P<0.05). (5) Clinical data collection of the two surgery teams: the clinical data of 259 patients undergoing laparoscopic rectal cancer taTME from 5 medical centers were collected, including 46 cases in the number 2 medical center, 47 cases in the number 8 medical center, 78 cases in the number 18 medical center, 43 cases in the number 33 medical center and 45 cases in the number 44 medical center, respectively. (6) Surgical situations of laparoscopic rectal cancer taTME from the two surgery teams: four medical centers including the number 2, number 8, number 33 and number 44 medical center with close operation volume provided the clinical data of cases distributed in four operation stages. Among the four operation stages, the proportion of high-quality operation of TME was ≥50.0%(13/26), the incidence of postoperative complications was ≤35.0%(14/40) and the incidence of anastomotic leakage was ≤22.5%(9/40). There was no significant difference in the TME quality, postoperative complications or operation time among the four operation stages ( χ2 =3.252, 4.733, 8.848, P>0.05). There was a significant difference in the incidence of anastomotic leakage among the four operation stages ( P<0.05). (7) Learning curve of the two surgery teams: the number of operations corresponding to the turning point of learning curve in number 2 and number 8 medical center was 28 and 16, respectively. The number of operations corresponding to the turning points of learning curve in number 18, number 33 and number 44 medical center was 12 and 58, 10 and 36, 14 and 36, respectively. The overall curve of number 2 medical center was in line with the trend of learning curve and 28 cases of operations was the minimum number needed to cross the learning curve. The biggest difference in learning curve was shown between the number 2 and number 33 medical center. The age and cases with tumor in stage T0 and (or) Tis, stage T1, stage T2, stage T3 or stage T4 of the T staging of the number 2 and number 33 medical center were (60±12)years, 3, 1, 9, 11, 20 and (65±10)years, 2, 3, 22, 15, 0, respectively, showing significant differences in the above indicators between the two medical centers ( t=-2.280, Z=-4.033, P<0.05). Conclusion:Thirty-nine cases of operations was the minimum number for the one surgery team to cross the learning curve of laparoscopic rectal cancer taTME and 28 cases of operations was the minimum number for the two surgery teams to cross the learning curve of laparoscopic rectal cancer taTME.
8.Value of serum amyloid A in patients with acute exacerbation of chronic pulmonary diseases
Yancong LI ; Jiesi ZHANG ; Chaowen GUO ; Jianzhi YUAN ; Fuyi LI
The Journal of Practical Medicine 2017;33(14):2349-2352
Objective To assess the value of serum amyloid A(SAA)in patients with acute exacerbation of chronic pulmonary diseases. Methods Seventy AECOPD patients were randomly chosen. The AECOPD patients were divided into bacterial infection induced group and non-bacterial infection induced group by sputum bacteria culture. Thirty five SCOPD patients were chosen as control group. General data was collected. Lung function ,chest X ray,blood routine,CRP,SAA,IL6 and PCT were deteced and compared in the 3 groups. The diagnostic value of SAA to distinguish bacterial infection induced AECOPD was estimated. Results SAA of both AECOPD sub-groups were significantly higher than that of healthy controls. SAA in infection group is higher that that in exacerba-tion group. In terms of ROC curve,AUC was 0.8682 for SAA to distinguish merging bacterial infection,and the cut-off value was 72.10 mg/L with sensitivity of 94.29% and specificity of 65.71%. Conclusion SAA increases in AECOPD patients,and more obviously in AECOPD patients with bacterial infection. SAA may be used as a reliable biomarker not only to distinguish AECOPD patients from SCOPD patients ,but also distinguish merging bacterial infection during AECOPD.
9.A Survey on Diet for Infants in Some Parts of Poor Areas of Yunnan
Jianzhi PENG ; Yanhong LI ; Sha ZHANG ; Haisong SUN ; Yan LI
Journal of Kunming Medical University 2016;37(9):45-48
Objective To investigate the characteristics of diet for infants in relatively poor counties in different cities of Yunnan and to provide a reference for carrying out educational consultation in the future by comparing and analyzing the data of infant diet in those areas.Methods Based on the GDP and habits of diet,the characteristics of infants' diet was investigated and analyzed in four counties including Yiliang in Zhaotong,Jianchuan in Dali,Lushui in Nujiang,and Mojiang in Puer,with low income and different habits of diet.Results No difference was found among people who fed the infants in terms of sex,age groups,feeding relationship and degree of education except for one fact that the feeding rate of parents in Jianchuan county was lower than that in Yiliang county.Based on the standard intake of nutrient in Chinese people,the intake of infant protein in 6-12 months achieved Chinese standard in four counties.Energy,fat and carbohydrates were lower than the standard (P<O.05).Apart from the fact that energy,protein,fat and carbohydrates were lower in Yiliang county,no significant difference was found among four counties.The intake of protein and carbohydrates for infants in 13-24 months achieved Chinese standard in the four counties,but energy and fat were lower than the standard.The carbohydrates of infants in 6-24 months was normal and the fat was lower compared with acceptable macro nutrient distribution ranges.The intake of carbohydrates,fat and protein were similar among four counties.Conclusion The diet composition and the nutrient condition for infants are poor in four counties.Health education of nutrition for infants is needed in those areas.
10.Selection of peptide specifically binding to bladder carcinoma by using phage display in vivo
Junqian LUO ; Fan ZHANG ; Xiaofeng YANG ; Fang LUO ; Jiehao LIU ; Jianzhi PANG ; Sanhua YAN ; Xiaolei ZHANG
Chinese Journal of Immunology 2015;(4):509-513
Objective:To screen the peptide binding to human bladder carcinoma cells specifically by using phage display technology in vivo.Methods: Nude mice were inoculated with bladder carcinoma cells BIU87 for establishing tumor-bearing mice model.The Ph.D.-C7CTM Peptide Library was injected intravenously via tail vein.Then we screened Phage containing exogenous peptides binding to bladder transitional carcinoma cells specifically.The phage peptide homed to the tumor tissues was obtained after 3 rounds screening in vivo.The phage clones affinity to BIU87 were identified by immunohistochemistry and ELISA.The positive peptide was synthetized by chemical methods after sequencing the positive monoclonal phage DNA.The tumor cell specificity of target peptide was identified by confocal laser scanning microscope and flow cytometry.Results:After 3 rounds screening in vivo,enrichment rate of phage was 4.334×102 times.Immunohistochemistry results showed that the dyeing of the tumor tissue had a rising trend following each round of phage screening,while liver had a lot of non-specific binding phage because the phages were metabolized through liver and kid-ney.The 30 phage clones were identified by ELISA and 10 clones had a strong affinity on BIU87 among 24 positive clones.Three amino acid sequences of positive phage clones were obtained.The highest rate of repeat sequences CSSPIGRHC(8/10) named NYZL1 and the FITC-C6-NYZL1 peptide was synthesized.Our results showed that it could bind to bladder carcinoma cells BIU87 specifically.Conclusion:We obtained the small molecular peptide NYZL1 binding to human bladder carcinoma specifically by means of phage display in vivo,which provide a theoretical basis for bladder carcinoma early diagnosis and targeted therapy.


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