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1.
Acta Academiae Medicinae Sinicae ; (6): 464-470, 2023.
Article in Chinese | WPRIM | ID: wpr-981292

ABSTRACT

Bladder cancer is a common malignant tumor of the urinary system.The prognosis of patients with positive lymph nodes is worse than that of patients with negative lymph nodes.An accurate assessment of preoperative lymph node statushelps to make treatmentdecisions,such as the extent of pelvic lymphadenectomy and the use of neoadjuvant chemotherapy.Imaging examination and pathological examination are the primary methods used to assess the lymph node status of bladder cancer patients before surgery.However,these methods have low sensitivity and may lead to inaccuate staging of patients.We reviewed the research progress and made an outlook on the application of clinical diagnosis,imaging techniques,radiomics,and genomics in the preoperative evaluation of lymph node metastasis in bladder cancer patients at different stages.


Subject(s)
Humans , Lymphatic Metastasis , Neoplasm Staging , Cystectomy/methods , Urinary Bladder Neoplasms/pathology , Lymph Node Excision/methods , Lymph Nodes/pathology
2.
Chinese Journal of Radiation Oncology ; (6): 131-137, 2023.
Article in Chinese | WPRIM | ID: wpr-993163

ABSTRACT

Objective:To compare the effect of neoadjuvant chemotherapy vs. concurrent chemoradiotherapy on the target volume and organs at risk for locally advanced bulky (>4 cm) cervical cancer. Methods:From March 1, 2019 to June 30, 2021, 146 patients pathologically diagnosed with cervical cancer were selected and randomly divided into two groups using random number table method: the neoadjuvant chemotherapy (NACT) + concurrent chemoradiotherapy (CCRT) group ( n=73) and CCRT group ( n=73). Patients in the NACT+CCRT group received 2 cycles of paclitaxel combined with cisplatin NACT, followed by CCRT, the chemotherapy regimen was the same as NACT. In the CCRT group, CCRT was given. Statistical description of categorical data was expressed by rate. The measurement data between two groups were compared by Wilcoxon rank-sum test for comparison of two independent samples, and the rate or composition ratio of two groups was compared by χ2 test. Results:Before radiotherapy, GTV in the NACT+CCRT group was (31.95±25.96) cm 3, significantly lower than (71.54±33.59) cm 3 in the CCRT group ( P<0.01). Besides, CTV and PTV in the NACT+CCRT group were also significantly lower compared with those in the CCRT group (both P<0.05). In terms of target volume dosimetry, D 100GTV, D 95CTV, V 100GTV, V 100CTV and V 95PTV in the NACT+CCRT group were significantly higher than those in the CCRT group (all P<0.05). The complete remision (CR) rates in the NACT+CCRT and CCRT groups were 86.3% and 67.6%, with statistical significance between two groups ( P<0.01) . Regarding organs at risk, NACT+CCRT group significantly reduced the dose to the bladder, rectum, small intestine and urethra compared with CCRT group (all P<0.05). Conclusions:NACT can reduce the volume of tumors in patients with large cervical masses, increase the radiation dose to tumors, reduce the dose to organs at risk, and make the three-dimensional brachytherapy easier. Therefore, NACT combined with CCRT may be a new choice for patients with locally advanced cervical cancer with large masses.

3.
Chinese Journal of Radiological Medicine and Protection ; (12): 189-197, 2023.
Article in Chinese | WPRIM | ID: wpr-993072

ABSTRACT

Objective:To analyze the clinical characteristics of long-term survival patients with advanced non-small cell lung cancer (NSCLC) treated with chemotherapy combined with primary tumor radiotherapy, and to establish a Nomogram prognostic model, aiming to provide a certain reference for making a decision about the treatment of advanced NSCLC.Methods:A retrospective analysis was made on the data of 260 NSCLC patients who participated in two prospective clinical studies from January 2003 to May 2012 and the data of 138 NSCLC patients admitted to the Affiliated Cancer Hospital of Guizhou Medical University from January 2014 to August 2020. The former 260 cases were used as a training set and the latter 138 cases were used as the validation set. The overall survival (OS) of ≥ 18 months was defined as long-term survival (LTS). The clinical characteristics of LTS patients were compared with those with OS less than 18 months. The clinical characteristics and treatment-related parameters between the two types of patients were compared using the χ2 test. A multivariate analysis was made using logistic regression, and a nomogram model was built using RStudio. Results:The median OS of the training set was 13.4 months (95% CI: 11.9-14.9), with 1-, 2-, and 3-year OS rates of 55.4%, 19.1%, and 11.9%, respectively. In the training set, 87 cases had LTS and were classified as the LTS group, while 173 cases had OS less than 18 months and were classified as the non-LTS group. The univariate analysis showed that the prognostic factors affecting LST included the KPS score, T status, the number of metastatic organs, the number of metastatic lesions, brain metastasis, bone metastasis, the number of chemotherapy cycles, the biologically effective dose (BED) to the primary tumor, hemoglobin level, platelet count, plasma D-dimer, fibrinogen level, lactate dehydrogenase, and lung immune prognostic index (LIPI; χ2=4.72-12.63, P < 0.05). The multivariable analysis showed that the independent prognostic factors of LTS included a number of chemotherapy cycles ≥ 4, BED ≥ 70 Gy, platelets ≤ 220×10 9/L, D-dimer ≤ 0.5 mg/L, and a good LIPI score ( P= 0.002, 0.036, 0.005, 0.008, and 0.002). A nomogram model was established using the meaningful parameters obtained in the multivariable analysis, determining that the training and validation sets had a consistency index (C-index) of 0.750 and 0.727, respectively. As shown by the analytical result of the corrected curves, for the advanced NSCLC patients treated with thoracic radiotherapy, their LTS probability predicted using the nomogram prognostic model was highly consistent with their actual LTS probability. Both the analytical result of the receiver operating characteristic (ROC) curves and the decision curve analysis (DCA) result showed that the composite prediction model was more beneficial than a single prediction model. Conclusions:For patients with advanced NSCLC treated with thoracic radiotherapy, the independent prognostic factors of LTS included the number of chemotherapy cycles, BED, platelet count, pre-chemotherapy D-dimer, and LIPI score. The Nomogram prognostic model built based on these prognostic factors is a convenient, intuitive, and personalized prediction model used to screen patients who can benefit from thoracic radiotherapy.

4.
Chinese Journal of School Health ; (12): 370-374, 2023.
Article in Chinese | WPRIM | ID: wpr-965861

ABSTRACT

Objective@#To understand the influence of experiential health education on diet control of college students with pre diabetes mellitus, and to provide reference for healthy eating habits promotion among college students.@*Methods@#According to the method of random number table, 78 pre diabetic college students screened from Changzhi Medical College from September 2020 to June 2021 were randomly assigned to observation group and control group (39 students in each group). The control group received routine health education for 10 months, once a week for 1 hour each time; On the basis of the above, the observation group received experiential health education once a week for 1 hour, including diet experience, exercise experience, blood sugar test experience and chronic complications experience. Blood glucose and lipids level, body mass index (BMI), dietary control as well as the stages of change for dietary control behavior were compared between the two groups.@*Results@#There was significant difference between the observation group and the control group in the stages of change for dietary control behavior 10 months after intervention ( χ 2=8.92, P <0.05). The compliance score of the observation group was significantly higher than that of the control group in the same period 10 months after the intervention ( t =3.74, P <0.01), the score of the knowledge of diet control in the observation group 10 months after intervention was significantly higher than that in the control group ( t =11.51, P <0.05). The levels of BMI, TG and TC in the observation group were significantly lower than those in the control group at 5 and 10 months after intervention, and the differences were statistically significant ( P <0.05).@*Conclusion@#Experiential health education helps to promote awareness of diabete related knowledge, enhance self management behavior and good diet control habits, and is effective for blood glucose control.

5.
Chinese Journal of Surgery ; (12): 372-377, 2022.
Article in Chinese | WPRIM | ID: wpr-935613

ABSTRACT

Objective: To investigate the efficacy and safety of enhanced recovery after surgery (ERAS) in perioperative management of patients with gallbladder carcinoma. Methods: The data of the patients with gallbladder carcinoma admitted at Peking Union Medical College Hospital between January 2017 and December 2021 were analyzed retrospectively. There were 69 males(42.1%) and 95 females(57.9%),with age of (64.0±10.3) years(range:37 to 89 years). Patients were divided into ERAS group(n=53) and normal group(n=111) according to whether they were treated with ERAS measures during the perioperative period.The basic characteristics of the two groups were matched by propensity score matching,and then the perioperative information was compared between the two groups. Categorical variables were presented as absolute numbers or frequencies. Differences between study groups were analyzed using χ2 test, Fisher's exact test, t-test, or Mann-Whitney U test, as appropriate. Results: Each group had 45 patients after propensity score matching with well-balanced basic characteristics. There was no difference in basic characteristics, operation time,bleeding,complication,and hospitalization expenses between two groups(all P>0.05). Compared with the normal group,time of ambulation (M(IQR)) (1(1) day vs. 2(2) days;Z=-3.839,P<0.01),postoperative anal exhaust time (2(1) days vs. 3(1) days;Z=-3.013,P=0.003),feeding time(2(1) days vs. 2(1) days;Z=-3.647,P<0.01),postoperative (5(2) days vs. 7(4) days;Z=-3.984,P<0.01) and total(8(4) days vs. 13(6) days;Z=-3.605,P<0.01) hospitalization time were shorter in ERAS group. Postoperative complications occurred in 12 patients. According to the Clavien-Dindo classification,6,4,and 2 patients were classified as grade Ⅰ,Ⅱ,and Ⅲa,respectively. Conclusion: The ERAS measures is safe and effective for perioperative management of patients with gallbladder carcinoma, enhancing patient recovery and shortening hospitalization time without increasing complication or hospitalization cost.


Subject(s)
Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Enhanced Recovery After Surgery , Gallbladder Neoplasms/surgery , Length of Stay , Postoperative Complications , Propensity Score , Retrospective Studies , Treatment Outcome
6.
Chinese Journal of Ocular Fundus Diseases ; (6): 146-152, 2022.
Article in Chinese | WPRIM | ID: wpr-934285

ABSTRACT

Objective:To observe the diagnostic value of six classification intelligent auxiliary diagnosis lightweight model for common fundus diseases based on fundus color photography.Methods:A applied research. A dataset of 2 400 color fundus images from Nanjing Medical University Eye Hospital and Zhejiang Mathematical Medical Society Smart Eye Database was collected, which was desensitized and labeled by a fundus specialist. Of these, 400 each were for diabetic retinopathy, glaucoma, retinal vein occlusion, high myopia, age-related macular degeneration, and normal fundus. The parameters obtained from the classical classification models VGGNet16, ResNet50, DenseNet121 and lightweight classification models MobileNet3, ShuffleNet2, GhostNet trained on the ImageNet dataset were migrated to the six-classified common fundus disease intelligent aid diagnostic model using a migration learning approach during training as initialization parameters for training to obtain the latest model. 1 315 color fundus images of clinical patients were used as the test set. Evaluation metrics included sensitivity, specificity, accuracy, F1-Score and agreement of diagnostic tests (Kappa value); comparison of subject working characteristic curves as well as area under the curve values for different models.Result:Compared with the classical classification model, the storage size and number of parameters of the three lightweight classification models were significantly reduced, with ShuffleNetV2 having an average recognition time per sheet 438.08 ms faster than the classical classification model VGGNet16. All 3 lightweight classification models had Accuracy > 80.0%; Kappa values > 70.0% with significant agreement; sensitivity, specificity, and F1-Score for the diagnosis of normal fundus images were ≥ 98.0%; Macro-F1 was 78.2%, 79.4%, and 81.5%, respectively.Conclusion:The intelligent assisted diagnosis of common fundus diseases based on fundus color photography is a lightweight model with high recognition accuracy and speed; the storage size and number of parameters are significantly reduced compared with the classical classification model.

7.
Chinese Journal of Geriatrics ; (12): 388-392, 2022.
Article in Chinese | WPRIM | ID: wpr-933091

ABSTRACT

Objective:To compare clinical characteristics and results on parameters for muscle measurement in elderly sarcopenia patients of different age groups.Methods:This was a cross-sectional study, and 404 outpatients aged 60 years and over were enrolled and received a long-term follow-up.According to the World Health Organization classification of the elderly, the subjects were divided into a youngest-old group, a middle old group and an oldest-old group; and according to the diagnostic criteria of the Asian Working Group for Sarcopenia in 2019, elderly people of all ages were divided into a sarcopenia group and a non-sarcopenia group.General clinical data were recorded, and the upper arm circumference, leg circumference, skeletal muscle index, grip strength and walking speed, the Short Physical Performance Battery and timed up and go were conducted.At the same time, the body composition was measured by multifrequency bioelectrical impedance analysis.Results:The subjects had a mean age of(85.24 ± 8.23)years, including 90(22.28%)youngest-old, 165(40.84%)middle old and 149(36.88%)oldest-old.123 patients(30.45%)were diagnosed with sarcopenia, with a prevalence of 27.78%(25)in the youngest-old group, 28.48%(47)in the middle old group and 34.23%(51)in the oldest-old group.Compared with those without sarcopenia, the basal metabolic rate in sarcopenia patients of all age groups decreased significantly, the levels of hemoglobin and albumin in youngest-oldsarcopenia patients decreased, the waist circumference and body mass index in middle old and oldest-old sarcopenia patients decreased, and the body fat rate in middle old sarcopenia patients increased.In the subjects with sarcopenia, the proportion of men in the oldest-old group was higher than in the other two groups.Compared with the youngest-old group, the levels of alanine aminotransferase and prealbumin decreased, serum creatinine increased, and skeletal muscle index values did not change in the middle old and longest-old groups, but handgrip strength(27.7±5.9 vs.23.2±6.9 vs.21.4±5.8, F=5.81, P=0.004), gait speed(0.8±0.2 vs.0.7±0.2 vs.0.5±0.2, F=11.88, P=0.000)and calf circumference(33.4±3.3 vs.15.9± 8.4 vs.31.5±3.1 vs.30.9±3.3, F=3.58, P=0.031)significantly decreased, and time up and go values(10.0±2.1 vs.15.9±8.4 vs.20.8±12.8, F=6.98, P=0.001)increased in the middle old and longest-old groups.Partial correlation analysis showed that age had a significant negative correlation with handgrip( r=-0.374, P=0.001), daily gait speed( r=-0.441, P=0.000), and calf circumference( r=-0.223, P=0.017), but a significant positive correlation with timed up and go( r=0.319, P=0.009). Conclusions:Compared with youngest-old sarcopenia patients, middle old patients show significant decline in muscle function, muscle strength and muscle mass in the lower limb.With increasing age, the impact of changes in muscle function, muscle strength and regional muscle mass on adverse events should receive heightened attention.

8.
Chinese Journal of Radiation Oncology ; (6): 370-375, 2022.
Article in Chinese | WPRIM | ID: wpr-932678

ABSTRACT

Objective:To investigate the implication of micro RNA-21(miR-21) in Endostar combined with X-ray irradiation of cardiac fibroblasts (CF).Methods:Rat CFs were used in this experiment and been divided into the blank control group, 10 Gy X-ray irradiation group, Endostar group, 10 Gy X-ray+ Endostar group, 10 Gy X-ray+ Endostar+ NC mimic group (negative control 1), 10 Gy X-ray+ Endostar+ miR-21 mimic group, 10 Gy X-ray+ Endostar+ NC inhibitor group (negative control 2) and 10 Gy X-ray+ Endostar+ miR-21 inhibitor group. The proliferation of CF was determined by Methyl thiazolyl tetrazolium (MTT) assay. The expression level of Collagen Ⅰ protein was analyzed by Western blot. The expression levels of Collagen Ⅰ and miR-21 mRNA were assayed by real-time quantitative polymerase chain reaction (q-PCR).Results:In the 10 Gy X-ray+ Endostar+ miR-21 mimic group, the CF proliferation, Collagen Ⅰ and miR-21 mRNA were increased significantly compared with those in the blank control group, 10 Gy X-ray+ Endostar group, and negative control group 1 (all P<0.05). In the 10 Gy X-ray+ Endostar+ miR-21 inhibitor group, the CF proliferation and expression levels of Collagen Ⅰ mRNA were decreased significantly compared with those in the blank control group, 10 Gy X-ray+ Endostar group and negative control group 2(all P<0.05). Conclusions:The CF proliferation and Collagen Ⅰ expression are increased when the expression level of miR-21 gene is simulated. When inhibiting the expression of miR-21 gene, the CF proliferation and Collagen Ⅰ expression are reduced.

9.
Chinese Journal of Radiation Oncology ; (6): 242-247, 2022.
Article in Chinese | WPRIM | ID: wpr-932661

ABSTRACT

Objective:To analyze the mediastinal displacement of target volume in the postoperative radiotherapy (PORT) process for non-small cell lung cancer (NSCLC) and the value of mid-term evaluation.Methods:For 100 patients with postoperativeN 2 stage NSCLC, R 1-2 and any N staging, bone anatomy was utilized to measure the change of the first and second CT localization on the same level. Statistical analysis were performed using the WilCoxon, Kruskal-Wallis and χ2 tests. The cut-off values were calculated with the receiver operating characteristic (ROC) curve. Results:Among the included patients, in the PORT process, the mediastinal displacement in the x (front and rear), Y (left and right) and Z (upper and lower) directions were 0.04-0.53 cm, 0.00-0.84 cm and 0.00-1.27 cm, respectively, and the order of mediastinal displacement distance wasz > Y> X,respectively. According to the ROC curve calculation, the cut-off values were 0.263, 0.352 and 0.405, respectively, which were greater than the cut-off values in 25 cases (25%), 30 cases (30%) and 30 cases (30%), respectively. There was significant difference in the three-dimensionalmediastinal displacement ( P=0.007, <0.001 and<0.001). The mediastinal displacement in thex, Y and Z directions had no statistical significance regarding resection site ( P=0.355, 0.239 and 0.256) and operation mode ( P=0.241, 0.110 and 0.064). Comparative analysis of modified whole group mediastinal shift> and cut-off values, medium-simulation (m-S) and the originally planned radiotherapy shown that there was no significant difference in the incidence of radiation esophagitis (RE) and radiation pneumonitis in PORT patients (all P>0.05); however, the incidence of ≥grade 3 RE in the modified plan after m-S was significantly lower than that in the originally planned PORT patients, which were 0 and 7%, respectively ( P<0.001). Conclusions:Mediastinal displacement exists in the PORT process of N 2 or/and R 1-2 cases after radical operation of NSCLC, and obvious movement occurs in 20%-30% of patients. Relocating and modifying the target volume and radiotherapy plan in the middle of the PORT process is beneficial to quality assurance and quality control.

10.
Chinese Journal of Radiation Oncology ; (6): 79-84, 2022.
Article in Chinese | WPRIM | ID: wpr-932632

ABSTRACT

Objective:To explore the potential mechanism of PD-1 inhibitor P on RIMI from the perspective of immune microenvironment.Methods:To establish a mouse model of radiation-induced myocardial injury (RIMI), twenty C57BL/6 mice were randomly divided into 4 groups, 5 in each group. Group A was the healthy control group; Group B was the PD-1 inhibitor group; Group C was the simple irradiation group, with a heart irradiation of 15 Gy; Group D was the irradiation+ PD-1 inhibitor group. One month after irradiation, the mice were anesthetized and sacrificed. The morphological changes of myocardial tissues were observed by HE staining. The myocardial fibrosis was assessed by Masson staining. CD 3+ , CD 3+ CD 4+ , CD 3+ CD 8 lymphocyte subsets and cytokines (IL-4, IL-6, IL-17A, TNF-α, TGF-β 1 and INF-γ) levels were determined by flow cytometry. The apoptosis rate of myocardial cells was detected by TUNE. Results:One month after irradiation, there was no obvious myocardial fibrosis in group B, and collagen fibers were distributed in the interstitium of myocardial cells in groups C and D. Semi-quantitative analysis results showed that the myocardial collagen volume fraction (CVF) of groups A, B, C and D were (1.97±0.36)%, (2.83±1.03)%, (5.39±0.77)% and (7.72±1.43)%, respectively. The CVF between group A and group B was similar ( P=0.314), and the differences in CVF between the other groups were statistically significant (all P<0.05). Compared with group A, the absolute value and percentage of CD 3+ T lymphocytes were significantly increased in groups B, C and D (all P<0.01). The values in group D were significantly higher than those in group B and group C (all P<0.01); The absolute value and percentage of CD 3+ CD4 T lymphocytes were similar among four groups (all P>0.05); The absolute value and percentage of CD 3+ CD 8 T lymphocytes in group D were significantly higher than those in groups A, B and C (all P<0.001). The expression levels of IL-6, IL-17A, and TGF-β 1 in group D were significantly higher compared with those in groups A, B and C (all P<0.001). The apoptotic index was gradually increased in four groups, and the differences in apoptotic index among four groups were statistically significant (all P<0.001). Conclusion:PD-1 inhibitors can aggravate RIMI by promoting myocardial immune inflammatory response.

11.
Chinese Journal of Radiological Medicine and Protection ; (12): 277-282, 2022.
Article in Chinese | WPRIM | ID: wpr-932598

ABSTRACT

Objective:To investigate the optimal bladder filling volume in the 3D brachytherapy of postoperative cervical cancer.Methods:Totally 111 early cervical cancer patients with positive incisal margins or insufficient safety boundaries were included. The normal saline 50, 60, 70, 80, 90, and 100 ml were filled into their bladders, and accordingly six groups were determined, and 66, 69, 66, 69, 72, 56 person-times in each group, respectively. The CT-based simulation positioning was performed. According to the ICRU 89 report, high-risk clinical target volume and organs at risk such as bladder and rectum were delineated. The Oncentra planning system was used to prepare the treatment program. The high-risk clinical target volume (HR-CTV), D90, and the D2 cm 3 and D1 cm 3 of organs at risk under different volumes were recorded. Results:Compared to the 60 ml group, the volume and dosage of HR-CTV in the groups of 50, 70, 80, 90, and 100 ml had no significant difference ( P>0.05). The D2 cm 3 and D1 cm 3 of the bladder and rectum of patients in these groups significantly decreased, and the difference was statistically significant ( tbladder = 3.21, 5.83, 2.89, 12.95, 7.96, Pbladder = 0.031, 0.010, 0.041, 0.000, 0.001; trectum = 2.94, 4.66, 2.53, 5.89, 4.13, Prectum = 0.037, 0.024, 0.049, 0.005, 0.028). The pairwise comparison among these groups except for the 60 ml group showed that the volume and dosage of HR-CTV and the D2 cm 3 and D1 cm 3 of bladder and rectum had no significant difference ( P > 0.05). Moreover, the D2 cm 3 and D1 cm 3 of sigmoid colon and small intestine of these groups had no significant difference ( P > 0.05). Conclusions:In the 3D brachytherapy of postoperative early cervical cancer, a bladder filling volume of 60 ml can ensure the volume and dose of HR-CTV and can protect the bladder and rectum compared with other filling volumes.

12.
Chinese Critical Care Medicine ; (12): 746-751, 2022.
Article in Chinese | WPRIM | ID: wpr-956047

ABSTRACT

Objective:To develop a grading prediction model of traumatic hemorrhage volume based on deep learning and assist in predicting traumatic hemorrhage volume.Methods:A retrospective observational study was conducted based on the experimental data of pig gunshot wounds in the time-effect assessment database for experiments on war-traumatized animals constructed by the General Hospital of the Chinese People's Liberation Army. The hemorrhage volume data of the study population were extracted, and the animals were divided into 0-300 mL, 301-600 mL, and > 600 mL groups according to the hemorrhage volume. Using vital signs indexes as the predictive variables and hemorrhage volume grading as the outcome variable, trauma hemorrhage volume grading prediction models were developed based on four traditional machine learning and ten deep learning methods. Using laboratory test indexes as predictive variables and hemorrhage volume grading as outcome variables, trauma hemorrhage volume grading prediction models were developed based on the above fourteen methods. The effect of the two groups of models was evaluated by accuracy and area under the receiver operator characteristic curve (AUC), and the optimal models in the two groups were mixed to obtain hybrid model 1. Feature selection was conducted according to the genetic algorithm, and hybrid model 2 was constructed according to the best feature combination. Finally, hybrid model 2 was deployed in the animal experiment database system.Results:Ninety-six traumatic animals in the database were enrolled, including 27 pigs in the 0-300 mL group, 40 in the 301-600 mL group, and 29 in the > 600 mL group. Among the fourteen models based on vital signs indexes, fully convolutional network (FCN) model was the best [accuracy: 60.0%, AUC and 95% confidence interval (95% CI) was 0.699 (0.671-0.727)]. Among the fourteen models based on laboratory test indexes, recurrent neural network (RNN) model was the best [accuracy: 68.9%, AUC (95% CI) was 0.845 (0.829-0.860)]. After mixing the FCN and RNN models, the hybrid model 1, namely RNN-FCN model was obtained, and the performance of the model was improved [accuracy: 74.2%, AUC (95% CI) was 0.847 (0.833-0.862)]. Feature selection was carried out by genetic algorithm, and the hybrid model 2, namely RNN-FCN* model, was constructed according to the selected feature combination, which further improved the model performance [accuracy: 80.5%, AUC (95% CI) was 0.880 (0.868-0.893)]. The hybrid model 2 contained ten indexes, including mean arterial pressure (MAP), hematocrit (HCT), platelet count (PLT), lactic acid, arterial partial pressure of carbon dioxide (PaCO 2), Total CO 2, blood sodium, anion gap (AG), fibrinogen (FIB), international normalized ratio (INR). Finally, the RNN-FCN* model was deployed in the database system, which realized automatic, continuous, efficient, intelligent, and grading prediction of hemorrhage volume in traumatic animals. Conclusion:Based on deep learning, a grading prediction model of traumatic hemorrhage volume was developed and deployed in the information system to realize the intelligent grading prediction of traumatic animal hemorrhage volume.

13.
Chinese Journal of Geriatrics ; (12): 946-951, 2022.
Article in Chinese | WPRIM | ID: wpr-957320

ABSTRACT

Objective:To investigate the prevalence of sarcopenia and associated factors in hospitalized elderly patients.Methods:This was a cross-sectional study.A total of 578 patients admitted to the Geriatrics Department of our hospital were consecutively recruited according to the admission criteria.Patients were divided into the sarcopenia group(n=202, 34.95%)and non-sarcopenia group(n=376, 65.05%)based on the diagnostic criteria(2014)of the Asian Working Group for Sarcopenia.Their clinical data and laboratory parameters were collected.All patients underwent comprehensive geriatric assessment.Results:(1)The detection rate of sarcopenia in these hospitalized patients was 34.95%.(2)Age, free thyroxine(FT4), and the prevalences of diabetes and osteoporosis and the incidence of falls in the past year were higher while body mass index(BMI), calf circumference, hemoglobin(Hb), albumin(ALB), triglycerides(TG), low-density cholesterol(LDL), glycosylated hemoglobin(HbA1c)and free triiodothyronine(FT3)were lower in sarcopenia patients than in non-sarcopenia patients, with statistical significance.Scores on the mini-mental state examination(MMSE)and activities of daily living(ADL)were lower in sarcopenia patients than in non-sarcopenia patients while scores on nutritional risk screening 2002(NRS2002)and the FRAIL scale were higher, all with statistical significance.(3)Binary logistic regression analysis revealed that osteoporosis and FRAIL score were risk factors for sarcopenia( OR=9.083 and 2.505, P<0.001)and BMI, calf circumference and ADL score were protective factors for sarcopenia( OR=0.735, 0.774 and 0.967, P<0.05). (4)ROC analysis showed that the areas under the curve for FRAIL score, BMI, calf circumference and ADL score were 0.832, 0.805, 0.841 and 0.812, respectively, with threshold values at 2.5 points, 23.52 kg/m 2, 32.5 cm and 92.5 points.(5)The chi-square test for sarcopenia screening using various related factors found osteoporosis, calf circumference <32.5 cm and ADL <90 points had higher sensitivity(0.787, 0.807, 0.817)while FRAIL ≥ 3 points and BMI <23.5 had slightly lower sensitivity(0.683, 0.708), with each related factor having a high negative detection rate(0.833-0.888). Conclusions:The prevalence of sarcopenia in hospitalized elderly is more than 1/3.Osteoporosis and FRAIL score are risk factors for sarcopenia.BMI, calf circumference and ADL score are protective factors for sarcopenia.All relevant factors have practical clinical value and can be used for preliminary screening of sarcopenia.

14.
Chinese Journal of Radiation Oncology ; (6): 691-697, 2022.
Article in Chinese | WPRIM | ID: wpr-956897

ABSTRACT

Objective:To explore the characteristics of failure patterns of three-dimensional radiotherapy combined with first-line drug therapy for primary tumors of stage Ⅳ non-small cell lung cancer(NSCLC)and investigate the influence of radiotherapy-related factors.Methods:708 patients newly-diagnosed with stage Ⅳ NSCLC from March 2003 to July 2020 were selected. Chi-square test was used for univariate analysis of failure patterns. Kaplan-Meier method, Log-rank test and Cox regression model were employed for multivariate analysis. Results:The incidence of first-line treatment failure in 708 cases was 71.2%, and the incidence of treatment failure was 22.7%, 28.8%, 13.3%, and 6.4% for ≤6 months, >6-12 months, >12-24 months, and>24 months, respectively, and the median survival time was 7.2, 13.4, 22.2, and 37.6 months, which was significantly different( χ2=226.013, P<0.001). The incidence of recurrence failure(RF)was 21.3%.There was no significant difference in the incidence of RF between oligometastasis(OM)and non-oligometastasis(NOM). The incidence of DF was 66.3% and the order of incidence was brain>bone>lung>pleural cavity>liver>distant lymph nodes>adrenal gland>other sites, occurring in approximately 1/2 of AM and 1/3 of PSM cases. Metastatic status, time to treatment failure, pathological type, gender, combined treatment intensity were the independent influencing factors for predicting prognosis. Conclusions:The failure pattern of radiotherapy for primary tumors of stage Ⅳ NSCLC is different from that of first-line drug therapy, with significantly lower local failure and predominantly metastatic failure. The incidence of brain metastasis is the highest. The later time to treatment failure, the longer the overall survival(OS). OM, female, non-squamous cell carcinoma, late treatment failure, 4-6 cycles of chemotherapy over the same period ≥63 Gy are the independent prognostic factors for prolonging survival.

15.
Chinese Journal of Radiation Oncology ; (6): 1129-1135, 2021.
Article in Chinese | WPRIM | ID: wpr-910526

ABSTRACT

Objective:To analyze the efficacy and prognostic factors of radiotherapy combined with asparaginase/peaspartase-based chemotherapy regimen in the treatment of early stage extranodal natural-killer/T cell lymphoma of the upper aerodigestive tract (UADT ENKTCL).Methods:267 early stage UADT ENKTCL patients were treated in Guizhou Cancer Hospital from October 2003 to February 2020. Among them, 229 patients received radiotherapy or radiotherapy combined with menpartaminase/permenidase-based chemotherapy regimen and 38 patients were treated with radiotherapy or chemotherapy alone. The overall survival (OS) and progression-free survival (PFS) were calculated by Kaplan- Meier method, log-rank test was conducted for univariate analysis and Cox regression model was performed for multivariate analysis. Results:The 5-year OS and PFS were 67.2% and 61.5% in all patients. The 5-year OS and PFS in patients treated with radiotherapy combined with chemotherapy, radiotherapy alone and chemotherapy alone were 71.7%, 35% and 49%(all P<0.001), and 66.4%, 35% and 28%(all P<0.001), respectively. According to the NRI risk stratification, 246 patients treated with radiotherapy and chemotherapy were divided into the favourable and the unfavourable prognosis groups. The 5-year OS was 93.3% and 64.3%( P<0.001) and the 5-year PFS was 91.1% and 56.7%( P<0.001) in two groups. For patients receiving radiotherapy with a dose ≥50 Gy and<50 Gy, the 5-year OS was 72.4% and 55.7%( P<0.001), and the 5-year PFS was 68.3%, and 36.5%( P<0.001). In the unfavourable prognosis group, the 5-year OS of patients receiving ≥ 4 and<4 cycles of chemotherapy was 65.5% and 59.2%( P=0.049), and the 5-year PFS was 60.7% and 50.6%( P=0.018). Univariate analysis showed that stage Ⅱ, ECOG≥2, primary tumor invasion, radiotherapy alone, NRI≥1(Nomogram-revised risk index), EBV-DNA≥2 750 copies/ml, radiotherapy dose < 50 Gy, and<4 cycles of chemotherapy were associated with unfavorable 5-year OS and PFS (all P<0.05), and CHOP-like regimen was the risk factor of unfavorable 5-year PFS ( P<0.05). Multivariate analysis demonstrated that primary tumor invasion, ECOG≥2, and radiotherapy dose <50 Gy were associated with unfavorable OS and PFS (all P<0.05), and stage Ⅱ was the risk factor of unfavorable 5-year OS ( P<0.05). Conclusions:The prognosis of early stage low-risk UADT ENKTCL of is favourable. Sufficient dose of extended involved-field radiotherapy is an important curative modality in early stage UADT ENKTCL. Compared with radiotherapy alone, radiotherapy combined with chemotherapy can significantly improve the prognosis of early stage UADT ENKTCL patients in the unfavourable prognosis group. Full-course chemotherapy can significantly prolong the long-term survival in the unfavorable prognosis group. The chemotherapy containing asparaginase can significantly enhance the prognosis of patients with early stage UADT ENKTCL.

16.
Chinese Journal of Radiation Oncology ; (6): 867-870, 2021.
Article in Chinese | WPRIM | ID: wpr-910483

ABSTRACT

In recent years, heavy ion beams have received great attention in the field of malignant tumor radiotherapy due to their radiation physics and biological characteristics. The high rate of local tumor control is one of its advantages, but the control rate of metastatic lesions is still crucial in the treatment of most malignant tumors. Clinical studies on the combined conventional radiotherapy and immunotherapy suggest that the combination of the two can not only control the primary lesions, but may also reduce or completely eliminate distant metastatic lesions. High linear energy transfer radiation, especially heavy ion beams, may have stronger potential in combined immunotherapy. Therefore, this article focuses on the basic research progress of heavy ion beams regulating anti-tumor immune effects and their combined application with immunotherapy.

17.
Chinese Journal of Radiation Oncology ; (6): 637-642, 2021.
Article in Chinese | WPRIM | ID: wpr-910441

ABSTRACT

The prognosis of patients with brain metastases from non-small cell lung cancer (NSCLC) is poor. Tyrosine kinase inhibitor (TKI) significantly improves the prognosis of patients with epidermal growth factor receptor (EGFR) sensitive mutation. EGFR sensitive mutations are associated with the incidence of brain metastases in NSCLC and may affect the efficacy of radiotherapy and TKI therapy. Both EGFR-TKI and radiotherapy are effective for EGFR-mutant NSCLC with brain metastases. Whether the combination of EGFR-TKI and radiotherapy may improve the prognosis compared with EGFR-TKI or radiotherapy alone has been studied. Retrospective studies have indicated that upfront radiotherapy, especially upfront stereotaxic radiosurgery combined with EGFR-TKI may be more advantageous in improving the prognosis, but it is still controversial. Therefore, clinical research progresses on the radiotherapy for EGFR-mutant NSCLC patients with brain metastases were reviewed.

18.
Chinese Journal of Radiation Oncology ; (6): 602-607, 2021.
Article in Chinese | WPRIM | ID: wpr-910435

ABSTRACT

Objective:To explore the establishment of radiation-induced heart damage (RIDH) SD rat models caused by irradiation of 15Gy/3f and the changes in early detection indicators, and evaluate the effect of irradiation combined with recombinant human endostatin (Endostar).Methods:75 adult male SD rats were randomly divided into the blank control group (C group), Endostar group (E group), 25Gy irradiation group (MHD 25 group), 15Gy irradiation group (MHD 15 group) and 15Gy irradiation combined with Endostar group (MHD 15+ E group), respectively. Blood sample was taken to measure the CK, CK-MB, LDH and CRP at 24h, 48h and 15d after corresponding interventions. After cardiac echocardiography at 1, 3 and 6 months, 5 rats in each group were randomly sacrificed and myocardial tissues were collected for HE and Masson staining. Two-way ANOVA was employed for statistical analysis. Results:Compared with group C, myocardial fibrosis were observed in the MHD 15 group at 6 months ( P<0.05), which occurred later than that in the MHD 25 group. Ejection fraction (EF) and fractional shortening (FS) were significantly decreased after 3 months in each irradiation group (all P<0.05), whereas the degree of decrease was similar among all groups (all P>0.05). The expression levels of myocardial enzymes and inflammatory cytokines did not significantly differ among different groups (all P>0.05). Conclusions:In the early stage, exposure to 15Gy/3f irradiation can cause cardiac function damage in SD rat hearts, such as the reduction of EF and FS, and even lead to myocardial fibrosis in the late stage, which is delayed and less severe than high-dose irradiation. Irradiation combined with Endostar has no significant effect on radiation myocardial injury in rats.

19.
Chinese Journal of Urology ; (12): 332-338, 2021.
Article in Chinese | WPRIM | ID: wpr-885017

ABSTRACT

Objective:To evaluate the predictive value of the quick sequential organ failure assessment(qSOFA) score in septic shock after percutaneous nephrolithotomy(PCNL).Methods:309 patients who underwent PCNL at the First Affiliated Hospital of Soochow University between May 2018 and October 2019 were retrospectively reviewed. Among them, there were 192 men and 117 women, whose mean age was (51.4±12.8)years (range from 20 to 79 years). There were 82 cases(26.5%) of hypertension and 23 cases(7.4%) of diabetes. There were 88 patients(28.5%) with positive preoperative urine culture.102 patients(33.0%) were diagnosed with staghorn calculi by abdominal CT and urinary tract abdominal plain film(KUB).78 patients(25.2%) had a history of urinary surgery. The qSOFA and SIRS were evaluated to all patients within 24 h after PCNL and the best diagnostic criteria was considered as qSOFA≥2 and SIRS≥2. Receiver operating characteristic(ROC) curves were constructed and the areas under the curve(AUC) were calculated to compare the discriminatory ability of qSOFA and SIRS with the post-PCNL septic shock. A univariate logistic regression analysis was used to identify the covariates associated with post-PCNL sepsis. Then adjusted multivariate analysis was used to identify the predictive value of positive qSOFA and SIRS for the postoperative clinical outcomes including postoperative hospitalization days, postoperative blood transfusion, postoperative re-intervention, residual stone, planned readmission within 30 days and unplanned readmission within 30 days.Results:Among the 309 patients who underwent PCNL, 23 patients(7.4%) met the positive qSOFA criterion while 84 patients(27.2%) developed to SIRS. 7 patients(2.3%) were admitted to ICU after operation and were eventually diagnosed as septic shock, among which 6 patients met the criteria of qSOFA and SIRS. 8 patients(2.6%) underwent multi-channel operation. The median operative time of 309 patients was 85(56, 115) min. Postoperative calculus composition analysis showed that 64 patients(20.7%) were infectious calculi. Postoperative KUB showed residual calculi in 179 patients (57.9%). The median postoperative hospital stay was 7(6, 9) days. 10 patients(3.2%) received blood transfusion. 9 patients(2.9%) received re-intervention after surgery. There were 41 patients (13.3%) of planned readmissions and 16 cases (5.2%) of unplanned readmissions within 30 days. The AUC of qSOFA and SIRS was 0.900 and 0.799 respectively. The qSOFA had a higher specificity, positive likelihood ratio and positive predictive value(94.4%, 15.23, 26.1%)than that of SIRS(74.2%, 3.32, 7.1%)for septic shock. In univariate logistic regression analysis significant associations were observed between positive urine culture, stone size, staghorn stones, struvite stones, surgery history, operation time and sepsis after PCNL. Multivariate logistic regression analysis revealed that postoperative length of stay( OR=1.237, 95% CI 1.048-1.459, P=0.012) and postoperative transfusion( OR=8.265, 95% CI 1.409-48.481, P=0.019) were closely associated with qSOFA after adjusting for covariates shown to be related to post-PCNL sepsis mentioned above. Conclusions:The qSOFA could be superior to SIRS in predicting septic shock after PCNL.

20.
Chinese Journal of Radiation Oncology ; (6): 120-126, 2021.
Article in Chinese | WPRIM | ID: wpr-884528

ABSTRACT

Objective:To analyze the radiotherapy-related factors affecting the survival of non-small cell lung cancer (NSCLC) patients complicated with malignant pleural effusion (MPE)(MPE-NSCLC).Methods:From 2007 to 2019, 256 patients pathologically diagnosed with MPE-NSCLC received primary treatment. Among them, 117 cases were enrolled in this study. All patients were divided into two groups according to the radiation dose (<63 Gy and≥63 Gy). Propensity score matching (PSM) was performed to further adjust the confounding factors (Calipers value=0.1). The impact of radiotherapy-related factors on the overall survival (OS) was analyzed by Kaplan—Meier method, log-rank test and Cox’s regression model. Results:Primary tumor radiotherapy significantly prolonged the OS ( P<0.001). The radiation dose escalation (36.0-44.1 Gy, 45.0-62.1 Gy, 63.0-71.1 Gy) of primary tumor significantly prolonged the OS ( P<0.001). The corresponding median OS were 5, 13 and 18 months, respectively. Before the PSM, univariate analysis suggested that radiation dose ≥63 Gy, gross tumor volume (GTV)<157.7 cm 3 and stations of metastatic lymph node (S-mlN)≤5 were significantly associated with better OS (all P<0.05) and T 4N 3 was significantly associated with worse OS ( P=0.018). After the PSM, univariate analysis indicated that radiation dose ≥63 Gy was significantly associated with better OS ( P=0.013) and S-mlN ≤5 had a tendency to prolong the OS ( P=0.098). Prior to the PSM, multivariate analysis showed that radiation dose ≥63 Gy was an independent favorable factor of OS ( HR=0.566, 95% CI 0.368-0.871, P=0.010) and GTV<157.7 cm 3 had a tendency to prolong the OS ( HR=0.679, 95% CI 0.450-1.024, P=0.065). After the PSM, multivariate analysis revealed that radiation dose ≥63 Gy was still an independent favorable factor of OS ( HR=0.547, 95% CI 0.333~0.899, P=0.017). No ≥grade 4 radiation toxicity occurred. The incidence rates of grade 3 radiation esophagitis and pneumonitis were 9.4% and 5.1%, respectively. Conclusion:For MPE-NSCLC, radiotherapy dose of primary tumor may play a key role in improving OS on the basis of controllable MPE.

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