1.Different receptive fields-based automatic segmentation network for gross target volume and organs at risk of patients with nasopharyngeal carcinoma
Yuliang LIU ; Yongbao LI ; Mengke QI ; Aiqian WU ; Xingyu LU ; Ting SONG ; Linghong ZHOU
Chinese Journal of Radiation Oncology 2021;30(5):468-474
Objective:To establish an automatic segmentation network based on different receptive fields for gross target volume (GTV) and organs at risk in patients with nasopharyngeal carcinoma.Methods:Radiotherapy data of 100 cases of nasopharyngeal carcinoma including CT images and GTV and organs at risk delineated by the physicians were collected. Ninety plans were randomly selected as the training dataset, and the other 10 plans as the validation dataset. Firstly, the images were subject to three data augmentation methods including center cropping, vertical flipping and rotation (-30°to 30°), and then input into MA_net networks proposed in this study for training. The model performance of networks was assessed by the number of network parameters (NP), floating-point number (FPN), the running memory (RM) and Dice index (DI), and eventually compared with DeeplabV3+ , PSP_net, UNet+ + and U_Net networks.Results:When the input image was in the size of 240×240, MA_net had a NP of 23.20%, 20.10%, 25.55% and 27.11% of these 4 networks, 50.02%, 19.86%, 6.37% and 13.44% for the FPN, 40.63%, 23.60%, 11.58% and 14.99% for the RM, respectively. For the DI of GTV, MA_net was 1.16%, 2.28%, 1.27% and 3.59% higher than these 4 networks. For the average DI of GTV and OAR, MA_net was 0.16%, 1.37%, 0.30% and 0.97% higher than these 4 networks.Conclusion:Compared with those four networks, the proposed MA_net network has slightly higher Dice index with fewer parameters, lower FPN and smaller RM.
2.Efficacy and safety of ulinastatin for treatment of upper gastrointestinal ulcer complicated with hemorrhage in children
Xinguang LIU ; Mengke LIU ; Tongshuai MA
Chinese Journal of General Practitioners 2021;20(8):881-884
From January 2018 to August 2019, 87 children aged 2 to 8 years with upper gastrointestinal ulcer bleeding were admitted to the Department of Pediatrics of Shangqiu First People′s Hospital. Patients were randomly assigned in two groups, 45 cases received omeprazole for treatment (group A) and 42 cases received ulinastatin and omeprazole for treatment (group B). The omeprazole 10 mg/d was administrated orally for 2 to 4 weeks in two groups, while in group B additional ulinastatin injection (10 000-50 000 IU·kg -1·d -1 was given for 1 week. The effective rate in group B was 95.2% (40/42), which was significantly higher than that in group A (80.0%, 36/45) (χ2=4.567, P=0.03). After treatment, gastroscopy showed that the time of hemostasis, the time of stopping hematemesis, the time of fecal occult blood turning negative, and the length of hospital stay in group B were significantly shorter than those in group A ( P<0.05). The results of flow cytometry showed that the percentages of CD3 + and CD4 + increased and the percentages of CD8 + decreased significantly after treatment in the two groups, while the changes in group B were more marked than those in group A ( P<0.05). Serum inflammatory factors (serum procalcitonin, high-sensitivity C-reactive protein and tumor necrosis α) were significantly reduced after treatment in the two groups, while the above indicators in group A were significantly lower than those in group A (all P<0.05). In group A, there was 1 case of nausea and vomiting, 1 case of abdominal pain and diarrhea, and 1 case of lethargy; in group B, there was 1 case of nausea and vomiting and 1 case of abdominal pain and diarrhea. The study suggests that ulinastatin combined with omeprazole has a better effect than omeprasole alone in treatment of children with upper gastrointestinal ulcer bleeding without increasing adverse effects.
3.Current implementation of informed consent among counselors in Beijing
Haoyu WANG ; Mengke GOU ; Mingyi QIAN ; Wenting SUN ; Shujie ZHUANG ; Jingjing YANG ; Tianyue MI ; Tianshu LIU ; Jianlan YANG
Chinese Mental Health Journal 2017;31(1):58-63
Objects:To investigate the current situation of counselors'implementation and their attitude to informed consent in Beijing.Methods:Eleven counselors who worked in Beijing were interviewed,the average of their working years was (7.4 ± 4.4).A semi-structured interview was used to learn about their practicing processes in and viewpoints on informed consent,and their interview transcripts were analyzed through qualitative method.Results:The results could be categorized into four categories,including the content of informed consent,the influential factors of informed consent,problems and confusions,and the significance of informed consent.The crucial role of informed consent in psychotherapy was generally recognized by counselors,and they could obey the related rules as well.The therapists had some confusion and problems about informed consent,such as the form and length,the consent for special population and online consultation.Conclusion:Basically,the counselors in Beijing could comply with the ethical standards of informed consent.However,they also suggest that certain limitations of these rules should be noticed.
4.Reliability and validity of the Chinese version of the Tool for Evaluating the Ways Nurses Assess Pain in the aged
Na CAO ; Juan HUANG ; Guocai LIU ; Mengke ZHANG ; Ye ZHU
Chinese Journal of Modern Nursing 2018;24(30):3628-3633
Objective To translate the Tool for Evaluating the Ways Nurses Assess Pain (TENAP) in the aged into the Chinese version and to evaluate its reliability and validity. Methods The model of Brislin double translation and back translation as well as expert consultation were used to translate the English version TENAP into the Chinese version. A total of 210 nurses of geriatrics associated departments were investigated. At the same time, the reliability and validity of the TENAP were evaluated. Results The Chinese version TENAP consisted of two parts including the cognition subscale and the behavior subscale, along with a total 18 items. There were 12 items in the cognition subscale; exploratory factor analysis extracted three common factors of it (pain of the aged, analgesic of drugs and pain measurement) which accounted for 47.035% of the cumulative contribution rate; the correlation coefficients among scores of factors and the total score was 0.778 to 0.800; the Cronbach's α and retest reliability of the subscale were 0.756 and 0.762 respectively. There were 6 items in the behavior subscale whose one common factor was extracted with 52.097% for the cumulative contribution rate;the Cronbach's α and retest reliability of the subscale were 0.803 and 0.815 respectively. The average content validity of all items of the Chinese version TENAP was 0.92 and content validity index per item ranged from 0.8 to 1.0. Conclusions The Chinese version TENAP has the acceptable reliability and validity, which can be used to evaluate the knowledge-attitude-practice of nurses in assessing pain of the aged in China.
5.Study on Immune Efficacy of Single and Double Fusion DNA Vaccine from Mycobacterium bovis
Qiang GONG ; Si-Guo LIU ; Chun-Lai WANG ; Yong WANG ; Jian-Dong LIU ; Lei CHI ; Kun ZHAO ; Yuan-Yuan ZHOU ; Yue-Hong CHANG ; Mengke YUN ; Xiangang KONG ;
China Biotechnology 2006;0(02):-
The DNA fragments of ag85b、esat-6、hsp65、mpb64 and ag85b-esat-6、hsp65-esat-6、mpb64-esat-6 were amplified by PCR and SOE technique.These seven fragments were inserted into pCDNA3.1(+)vector to construct recombinant plasmids pCA、pCE6、pCH、pCM、pCAE、pCHE and pCME.The seven plasmids were transfected into SP2/0 cell in vitro to detect the expression of target genes.BALB/c mice were intramuscularly vaccinated with the seven plasmids and the control vector pCDNA3.1(+)and PBS respectively.The serum antibodies and the spleen lymphocyte proliferation(SLP)and secreted IFN~? of spleen were tested.The results of indirect ELISA showed the levels of antibodies in all recombinant plasmids groups were significantly higher than the two control groups(P
6.Neuroprotective effect of CDDO-Im on ischemic stroke in rats based on Nrf2/ARE signaling pathway
Xiaoxiao GUO ; Mengke LIU ; Huanhuan LIU ; Jinggui SONG
Chinese Journal of Immunology 2023;39(12):2513-2516,2522
Objective:To investigate the neuroprotective effect of synthetic triterpenoid(CDDO-Im)on ischemic stroke rats and its influence on inflammatory response by activating the nuclear factor 2-related factor 2(Nrf2)/antioxidant response elements(ARE)signaling pathway.Methods:SD rats were divided into sham group(S group),MCAO group(M group)and CDDO-Im inter-vention group(M+C group).The middle cerebral artery occlusion(MCAO)was used in M group and M+C group to establish ischemic stroke model in rats,and sham operation was used in S group to control.After operation,M+C group was injected with CDDO-Im(64 μg/300 g)every12 hours via caudal vein,S group and M group were given the same amount of normal saline.After 3 days,the nerve function of rats was measured by Longa score,and the area of cerebral infarction was evaluated by 2,3,5-triphenyltetrazolium chlo-ride(TTC)staining.The expressions of Nrf2,heme oxygenated-1(HO-1),ionic calcium binding adaptor molecule 1(Iba1),IL-1β and IL-4 protein were detected by Western blot.Results:Compared with S group,M group rats showed significant neurologic deficit and cerebral infarction area,and the expression of Nrf2 protein had no significant difference,and the expression levels of HO-1,Iba1,IL-1β and IL-4 protein were increased significantly(P<0.05).Compared with M group,the neurological deficit score,cerebral infarction area,the expression levels of Iba1 and IL-1β protein were decreased significantly(P<0.05),while Nrf2,HO-1 and IL-4 pro-tein expression increased significantly in M+C group(P<0.05).Conclusion:CDDO-Im may activate the Nrf2/ARE signaling pathway and play a neuroprotective role,which may be related to the modulation of microglia to M2 and the regulation of inflammatory response.
7.Clinical retrospective control study of single-port laparoendoscopic and multi-port laparoscopic ovarian cystectomy
Xiu LIU ; Mengke WEN ; Haiyuan LIU ; Dawei SUN ; Jinghe LANG ; Qingbo FAN ; Honghui SHI
Chinese Journal of Obstetrics and Gynecology 2017;52(10):675-678
Objective To investigate clinical outcomes of laparoendoscopic single-site ovarian cystectomy compared with traditional multi-port laparoscopic ovarian cystectomy. Methods Data of 81 patients with ovarian cystectomy from January 2016 to May 2017, the single-site group (n=40) and the multi-port group (n=41) in Peking Union Medical College Hospital were retrospectively collected. The outcomes of single-site and multi-port groups were analyzed and compared, including: postoperative fever, operation time, blood loss, hemoglobin change, surgical complications, postoperative pain score, postoperative analgesic requirements, body image scale and cosmetic score, length of hospital stay, postoperative total cost. Results No complication was found in two groups. No difference was found in postoperative fever, blood loss, hemoglobin change, postoperative pain score, length of hospital stay, and total cost between the two groups(all P>0.05).Operation time was(50±20)minutes in single-site group,and (40 ± 15) minutes in multi-port group; postoperative analgesic requirements was 28%(11/40) in single-site group,and 7%(4/41)in multi-port group;cosmetic score was 22.6±2.6 in single-site group,and 17.3±2.6 in multi-port group;body image scale was 5.7±1.2 in single-site group,and 6.2±1.2 in multi-port group;these four clinical parameters were statistical differences(all P<0.05).Conculsion Laparoendoscopic single-site ovarian cystectomy is feasible and safe,although it could′t relieve the postoperative pian,it do offer a higher cosmetic satisfaction.
8.MR lymphangiography radiomics for evaluating central conducting lymphatic anomaly
Yimeng ZHANG ; Jixue FENG ; Xiaojie ZHANG ; Haoyue LIU ; Mengke LIU ; Xingpeng LI ; Mingxia ZHANG ; Rengui WANG
Chinese Journal of Medical Imaging Technology 2024;40(11):1677-1681
Objective To observe the value of MR lymphangiography(MRL)radiomics for evaluating central conducting lymphatic anomaly(CCLA).Methods Sixty-one patients with complex lymphatic anomaly,including 41 CCLA(group A),20 non-CCLA(generalized lymphatic anomaly and Gorham-Stout disease)and 20 subjects with normal thoracic duct(group B,n=38)were retrospectively enrolled.Cervical and thoracic(combined with abdominal if necessary)MRL was acquired using three-dimensional heavily T2W fast spin echo sequence.ROI was delineated along overall thoracic duct,and radiomics features were extracted.Data sets of group A and B were divided into K subsets using 5-fold cross-validation.The union of(K-1)subset was always used as training set,while the other subsets were used as validation set.Radiomics model was constructed based on support vector machine(SVM)algorithm.Receiver operating characteristic curve was drawn,the area under the curve(AUC)was calculated to evaluate the efficacy of SVM model for assessing CCLA.Results The proportions of bifurcation,cystoid change and extension of main thoracic duct,and extension of terminal thoracic duct in group A were all higher,while of normal main and terminal thoracic duct in group A were both lower than those in group B(all P<0.05).No significant difference of proportions of multiple thoracic ducts,dextral thoracic duct,part of thoracic duct invisible,multiple terminal thoracic ducts,cystoid change of terminal thoracic duct nor terminal thoracic duct pampiniform was found between groups(all P>0.05).The sensitivity,specificity,accuracy,positive predictive,negative predictive and AUC of SVM model for evaluating CCLA in training set was 78.95%,97.56%,88.61%,96.77%,83.33%and 0.920,respectively,which in validation set was 78.95%,83.57%,82.28%,83.33%,81.40%and 0.833,respectively.Conclusion MRL radiomics could be used to effectively evaluate CCLA.
9.Evaluation of three predictive models of knowledge-based treatment strategies for radiotherapy
Aiqian WU ; Yongbao LI ; Mengke QI ; Qiyuan JIA ; Futong GUO ; Xingyu LU ; Yuliang LIU ; Linghong ZHOU ; Ting SONG ; Chaomin CHEN
Chinese Journal of Radiation Oncology 2020;29(5):363-368
Objective:To compare the accuracy and generalized robustness of three predictive models of knowledge-based treatment strategies for radiotherapy for optimized model selection.Methods:The clinical radiotherapy plans of 45 prostate cancer (PC) cases and 25 nasopharyngeal cancer (NPC) cases were collected, and analyzed using three models (Z, L and S model), proposed by Zhu et al, Appenzoller et al and Shiraishi et al, respectively, to predict the dose-volume histogram (DVH) of bladder and rectum on PC cases and that of left and right parotid on NPC cases. The prediction error was measured by the difference of area under the predicted DVH and the clinical DVH curves (|V (pre_DVH)-V (clin_DVH)|), where a smaller prediction error implies a greater prediction accuracy. The accuracies of these three models were compared on the single organ at risk (OAR), and the generalized robustness of models was evaluated and compared by calculating the standard deviation of the prediction accuracy on different OAR. Results:For bladder and rectum, the prediction error of L model (0.114 and 0.163, respectively) was significantly higher than those values of Z and S models (≤0.071, P<0.05); for left parotid gland, the predicted error of S model (0.033) did not present significant difference from those values of Z and L models (≤0.025, P>0.05); for right parotid gland, S model (0.033) demonstrated significantly higher prediction error than those of Z and L models (≤0.028, P<0.05). Regarding different OAR, S model showed a lower standard deviation of prediction accuracy when comparing to Z and L models (0.016, 0.018 and 0.060, respectively). Conclusions:In the prediction of DVH in bladder and rectum of PC, Z and S models were more accurate than L model. In contrast, Z and L models demonstrated higher accuracy than S model in the prediction of left and right parotid glands of NPC. In respect to different OAR, the generalized robustness of S model was superior than the other two models.
10.Clinical diagnositic value of dynamic platelet and blood coagulation related indicators in acute pancreatitis
Mengke LI ; Sanyang CHEN ; Yanna LIU ; Yaodong SONG ; Qiaofang WANG ; Bo CHENG ; Yan ZHANG ; Zongchao CUI ; Zhongwei WU ; Changju ZHU
Chinese Journal of Emergency Medicine 2021;30(9):1113-1118
Objective:To investigate the predictive value of dynamic platelet and hemagglutination-related parameters in patients with acute pancreatitis (AP).Methods:The patients admitted to the Department of Emergency Surgery in the First Affiliated Hospital of Zhengzhou University from January 2020 to December 2020 were analyzed. According to the inclusion criteria and exclusion criteria, patients with AP were retrospectively enrolled. According to the Chinese Guidelines for the Diagnosis and Treatment of Acute Pancreatitis (Shenyang, 2019), the patients were divided into two groups: severe acute pancreatitis (SAP group) and non-severe acute pancreatitis (non-SAP group) [including mild acute pancreatitis (MAP) and moderate severe acute pancreatitis (MSAP)]. A normal distribution of the maximum and mean aggregation rates of dynamic platelets (arachiidonic acid), plateletcrit (PCT) and bedside index for severity in acute pancreatitis (BISAP) scores and other measurement data were tested by t test, while measurement data of prothrombin time (PT), fibrinogen (FIB) and D-dimer that did not conform to normal distribution were tested by Mann-Whitney U test. χ 2 test was used for the counting data such as sex, age and etiology of patients in the two groups. The prognostic value of statistically significant indicators for non-SAP group and SAP group was further analyzed by receiver operating characteristic (ROC) curve. Results:A total of 146 patients with AP were enrolled, including 50 patients in SAP group and 96 in non-SAP group. The maximum and average aggregation rates of dynamic platelet (aracidonic acid) in the SAP group were (71.76±17.62) % and (67.91±18.10) %, PT (12.02±1.33) s, FIB (4.76±2.08) g/L, D-dimer (3.75±6.04) μg/L, PCT (0.23±0.08) %, and BISAP scores (1.42±1.18), which were all significantly higher than those in the non-SAP group [the maximum and average aggregation rates of dynamic platelet (arachiidonic acid) (46.65±20.11) % and (42.50±20.71) %, PT (11.50±1.51) s and FIB (3.91±1.48) g/L, D-dimer (1.00±1.37) μg/L, PCT (0.19±0.06) %, BISAP scores (0.45±0.66)] (all P<0.05). According to area under the ROC curve, the maximum and average aggregation rates of dynamic platelets (arachiidonic acid) in serum of patients with SAP were 0.83 and 0.82, respectively, and the sensitivities were 0.56 and 0.68, respectively. The specificity was 0.99 and 0.81, respectively, which was better than PT, FIB, D-dimer, PCT and BISAP scores in predicting the severity of AP. Conclusions:The maximum and average aggregation rates of dynamic platelets (arachidonic acid), PT, FIB, D-dimer, PCT and BISAP scores can be used as predictors of the severity of acute pancreatitis. The maximum and average aggregation rates of dynamic platelets (arachiidonic acid) were the best in predicting the severity of AP.