1.Evaluation of the accuracy of optical surface imaging system in non-coplanar radiotherapy using orthogonal kV/MV images
Shoupeng LIU ; Jialu LAI ; Linghui ZHOU ; Erbu MAO ; Ji ZHOU ; Yang HUANG ; Denghong LIU ; Renming ZHONG
Chinese Journal of Radiation Oncology 2024;33(1):40-48
Objective:To evaluate the accuracy of the optical surface imaging system (OSI) using stereotactic radiosurgery (SRS) algorithm in single-center non-coplanar treatment of multiple brain metastases.Methods:Data of phantom and 15 patients with multiple brain metastases who underwent single-center non-coplanar radiotherapy in West China Hospital of Sichuan University from February to April 2022 were retrospectively analyzed. kV/MV and OSI imaging were used for imaging of the patients and phantoms under the same non-coplanar couch angle, respectively. The accuracy of OSI imaging of the phantoms and patients was evaluated using kV/MV imaging as reference image. The difference between the OSI and kV/MV systems is defined as accuracy, and the percentage of the absolute difference ≤1.00 mm in the translational direction or ≤0.50° in the rotational direction is defined as the threshold pass rate. Origin software was used to draw radar maps and Bland-Altman plots for statistical analysis.Results:When OSI images were used for the phantom imaging, the average differences in six-dimensional directions of lateral, long, vertical, rotational, roll and pitch were 0.03 mm, -0.09 mm, -0.27 mm, 0.04°, 0.17° and -0.19°, respectively. The maximum values were -2.20 mm, -2.30 mm, -1.20 mm, 0.60°, -1.00°, and -1.00°, respectively. When OSI system was utilized for the imaging of 15 patients, the average differences in six-dimensional directions were 0.44 mm, 0.16 mm, -0.20 mm, -0.11°, 0.10°, and -0.12°, respectively. The maximum values were -1.80 mm, 2.00 mm, 0.90 mm, -0.90°, -0.70°, and 0.80°, respectively. The translational errors mainly occurred in the lateral and long directions. The qualified rates of the threshold values of the phantoms and patients were 77% and 75% in the lateral direction, 82% and 89% in the long direction, respectively. In addition, 57% and 56% of patients met the threshold conditions of ±1.00 mm and ±0.50° in the six-dimensional directions, respectively.Conclusions:The OSI system using new SRS algorithm cannot meet the high accuracy requirements of single-center non-coplanar radiotherapy for multiple brain metastasis, especially in the lateral and long directions. It is not recommended for non-coplanar image guidance.
2.Evaluation of technical performance of stereotactic radiosurgery algorithm in optical surface imaging system in non-coplanar radiotherapy
Shoupeng LIU ; Hongjia CHEN ; Jialu LAI ; Erbu MAO ; Ji ZHOU ; Yang HUANG ; Denghong LIU ; Renming ZHONG
Chinese Journal of Radiation Oncology 2023;32(5):438-444
Objective:To evaluate the accuracy and stability of stereotactic radiosurgery (SRS) algorithm in optical surface imaging (OSI) system in non-coplanar radiotherapy.Methods:Three OSI imaging systems were used to measure the phantom repeatedly at different couch rotation angles to analyze the accuracy and stability of OSI system. Seven patients with multiple brain metastases who underwent single-center non-coplanar radiotherapy were randomly selected, and the accuracy and stability of OSI for patient imaging were analyzed. Stability is defined as the difference between the two OSI measurements when the couch is turned from 0° to a non 0° angle, and then back to 0°, using the 0° cone beam CT (CBCT) as the "gold standard". Accuracy is defined as the difference between OSI and CBCT (at 0° couch angle) measurement data. The measurement data with normal distribution were described as Mean ± SD. The data with non-normal distribution were expressed as M (Q). The difference of the former data was compared by one-way ANOVA, and the difference of the latter data was assessed by Kruskal-Wallis H nonparametric test. Results:For non-coplanarity, the translation accuracy of the phantom and the patient was ≤ 1.30 mm and ≤ 1.00 mm, and the rotation accuracy was ≤ 0.50° and ≤ 0.60°, respectively. The translation errors mainly occurred in the left-right and head-foot directions. In terms of stability, the maximum standard deviation of phantom coplanar translation and rotation was 0.06 mm and 0.06°. The maximum standard deviation of patient translation and rotation was 0.17 mm and 0.19°.Conclusions:Although the new SRS algorithm improves the non-coplanar accuracy, it still cannot meet the precise requirements of non-coplanar single isocenter radiotherapy for multiple brain metastases, especially in the left-right and head-foot directions. When the couch rotation angle is large, OSI is not recommended for image-guided radiotherapy. However, its high stability can be used to monitor the intrafractional motion of patients.
3.Association of serum chemerin level with early renal insufficiency in patients with type 2 diabetes
Shuoshuo JIN ; Kuangyang CHEN ; Jiarong DAI ; Jie SHI ; Bin LU ; Weiwei ZHANG ; Yehong YANG ; Jie WEN ; Renming HU ; Zhen YANG ; Xuanchun WANG
Chinese Journal of Endocrinology and Metabolism 2022;38(6):509-516
Objective:To assess the correlation between circulating chemerin and two indicators of renal function, estimated glomerular filtration rate (eGFR) and urine albumin creatinine ratio (UACR), in individuals with type 2 diabetes and to determine whether chemerin is an independent marker of early renal insufficiency.Methods:A total of 742 patients with type 2 diabetes were recruited into the cross-sectional community study. Basic information, anthropometric parameters, and biochemical parameters of these individuals were determined and collected, and serum chemerin level was measured using enzyme-linked immunosorbent assay.Results:Chemerin levels were significantly higher in the eGFR-impaired group compared with eGFR-normal group, and macroalbuminuria group compared to the normal or microalbuminuria groups. Spearman′ rank correlation analysis showed serum chemerin level was correlated with eGFR ( r=-0.25, P<0.001), UACR ( r=0.23, P<0.001) and some other biochemical indicators such as triglyceride. And univariate and multivariate logistic regression analyses revealed circulating chemerin was an independent risk factor for eGFR impairment or proteinuria after adjusting corresponding covariates. Receiver operating characteristic (ROC) curve analysis showed that the area under curve (AUC) of circulating chemerin for predicting early impaired eGFR in type 2 diabetes was 0.747, while the AUC of circulating chemerin for predicting macroalbuminuria in type 2 diabetes was 0.748. Conclusion:Circulating chemerin is associated with eGFR or UACR and may be a potential diagnostic marker for early renal insufficiency in type 2 diabetes.
4.Establishing and validating a spotted tongue recognition and extraction model based on multiscale convolutional neural network
PENG Chengdong ; WANG Li ; JIANG Dongmei ; YANG Nuo ; CHEN Renming ; DONG Changwu
Digital Chinese Medicine 2022;5(1):49-58
Objective In tongue diagnosis, the location, color, and distribution of spots can be used to speculate on the viscera and severity of the heat evil. This work focuses on the image analysis method of artificial intelligence (AI) to study the spotted tongue recognition of traditional Chinese medicine (TCM). Methods A model of spotted tongue recognition and extraction is designed, which is based on the principle of image deep learning and instance segmentation. This model includes multiscale feature map generation, region proposal searching, and target region recognition. Firstly, deep convolution network is used to build multiscale low- and high-abstraction feature maps after which, target candidate box generation algorithm and selection strategy are used to select high-quality target candidate regions. Finally, classification network is used for classifying target regions and calculating target region pixels. As a result, the region segmentation of spotted tongue is obtained. Under non-standard illumination conditions, various tongue images were taken by mobile phones, and experiments were conducted. Results The spotted tongue recognition achieved an area under curve (AUC) of 92.40%, an accuracy of 84.30% with a sensitivity of 88.20%, a specificity of 94.19%, a recall of 88.20%, a regional pixel accuracy index pixel accuracy (PA) of 73.00%, a mean pixel accuracy (mPA) of 73.00%, an intersection over union (IoU) of 60.00%, and a mean intersection over union (mIoU) of 56.00%. Conclusion The results of the study verify that the model is suitable for the application of the TCM tongue diagnosis system. Spotted tongue recognition via multiscale convolutional neural network (CNN) would help to improve spot classification and the accurate extraction of pixels of spot area as well as provide a practical method for intelligent tongue diagnosis of TCM.
5.Preliminary study of stereotactic cardiac radioablation in radiotherapy of ventricular arrhythmia
Jing LI ; Qingyong CHEN ; Guangjun LI ; Yan LI ; Yingjie ZHANG ; Changhu LI ; Long BAI ; Renming ZHONG ; Yinbo HE ; Sen BAI ; Qing YANG ; Feng XU
Chinese Journal of Radiation Oncology 2022;31(3):260-265
Objective:To introduce the stereotactic cardiac radioablation (SCRA) based on the stereotactic body radiotherapy (SBRT), and comprehensively evaluate the new approach by short-term effectiveness and safety.Methods:Patients with ventricular arrhythmia (VA) were evaluated and included in this clinical trial, who were immobilized by vacuum bag and performed simulation with 4-dimensional computed tomography (4DCT). In this study, the planning target volume (PTV) was set as the target to design a SBRT plan using volumetric modulated arc therapy (VMAT), which was evaluated by dose parameters such as R 50%, homogeneity index and conformity index, etc. The results of Holter and echocardiography were monitored during the follow-up and compared with the data before treatment. Results:Three subjects with ventricular tachycardia (VT) and one with premature ventricular contraction (PVC) received the same prescription of 25 Gy in a single fraction. The average volume of PTV was 71.4 cm 3(60.3-89.4 cm 3). The average time of beam delivery was 12.0 min (4.5-21.0 min). And the short-term follow-up lasted for an average of 18 weeks (14-25 weeks), which showed significant decrease in both VT and PVC load without complications. Conclusion:This study reports the implementation method of SCRA and proves its short-term effectiveness and safety, but the effects and standards of the key radiotherapy techniques still need to be explored.
6.Clinicopathological features of adenosquamous carcinoma of the lung in elderly patients
Tianyu YANG ; Renming SHENG ; Xiaoli LOU ; Jingze XU ; Lixiong SHUAI ; Zhifei CAO ; Yongsheng ZHANG
Chinese Journal of Geriatrics 2022;41(5):555-559
Objective:To investigate the clinicopathological features, immunohistochemical phenotypes and molecular characteristics of adenosquamous carcinoma of the lung(ASC)in elderly patients.Methods:Clinical data of 72 ASC patients in the Department of Pathology, The Second Affiliated Hospital of Soochow University from January 2009 to December 2020 were retrospectively analyzed, and 48 patients aged ≥60 years were selected.Clinical manifestations, imaging findings, histopathological and immunohistochemical characteristics were collected, and gene mutations were detected by the amplification refractory mutation system(ARMS-PCR).Results:There were 48 patients including 32 males and 16 females with a mean age of 70 years(range: 60-84 years). The maximum diameters of the tumors ranged from 0.3 to 9.0 cm(mean: 2.8 cm). Microscopically, the tumors contained two components, squamous cell carcinoma and adenocarcinoma, with the squamous cell carcinoma tissue showing intercellular bridges and the adenocarcinoma tissue showing papillary, acinar or tubular structures.Immunohistochemistry assays detected varying expression levels of CK7(30/31), CK5/6(20/28), TTF1(12/31), P40(15/17), and P63(12/13). Molecular testing showed that the EGFR mutation rate was 58.8%(10/17)and the ALK fusion mutation rate was 5.9%(1/17), while ROS1 and MET mutations were not detected.All 48 patients underwent surgical resection.Conclusions:ASC cases are relatively rare and prone to misdiagnosis.The diagnosis requires the combination of HE morphology, immunohistochemistry and imaging examination, and surgery is the main treatment option.The mutation rate of the EGFR gene is relatively high in ASC patients.
7.Association of serum lipocalin-2 level with cardiovascular disease in patients with type 2 diabetes
Yu JING ; Jie SHI ; Bin LU ; Weiwei ZHANG ; Yehong YANG ; Jie WEN ; Renming HU ; Zhen YANG ; Xuanchun WANG
Chinese Journal of Endocrinology and Metabolism 2021;37(4):267-273
Objective:To investigate the relationship between serum lipocalin-2 level and the risk of cardiovascular disease(CVD) in patients with type 2 diabetes.Methods:A total of 279 type 2 diabetic patients were enrolled in this study. Basic information and clinical data were collected. These patients were divided into CVD group and non-CVD group according to their cardiovascular disease status. Serum lipocalin-2 level was assessed by enzyme linked immunosorbent assay.Results:Compared to non-CVD group, serum lipocalin-2 level was significantly higher in CVD group( P<0.01). The Spearman correlation analysis showed that serum lipocalin-2 level was positively correlated with waist circumstance, diastolic blood pressure, uric acid, triglyceride, and HbA 1C( P<0.05), while negatively correlated with high density lipoprotein-cholesterol level( P<0.01). In addition, the univariate and multivariate logistic regression analysis revealed that serum lipocalin-2 was an independent risk factor for CVD( P<0.01)after adjustment for potential confounders. Moreover, receiver operating characteristic curve analysis demonstrated that the area under curve value of lipocalin-2 was 0.74, with the optimal cutoff value of lipocalin-2 66.84 ng/mL. Conclusion:Serum lipocalin-2 is closely associated with CVD in patients with type 2 diabetes, which might be considered as one of the predictors for CVD in type 2 diabetes mellitus.
8. The role of intestinal microorganism in tumor treatment
Yang OUYANG ; Qi WU ; Sheng-rong SUN
Journal of Medical Postgraduates 2019;32(8):872-876
The intestinal microbiota plays a crucial role in the innate and acquired immune responses. It regulates cancer initiation, progression, and response to therapies. This article focuses on the effect of intestinal microbiota on chemotherapy and immunotherapy. Intestinal microorganisms can activate the peripheral immune system, induce anti-tumor immune surveillance. Specific bacteria significantly affects anti-tumor immunity and the response to chemotherapy and immunotherapy. Proliferation, metastasis of specific bacteria or using of antibiotics induced intestinal microbiota disorders can change the efficacy of chemotherapy and immunotherapy. In the future, precision medicine can predict the patients’ response to drugs through the composition of intestinal microbes, regulate the initiation and development of tumors and the response to treatment by changing the composition of intestinal microbiome.
9.Research on the precision and stability of optical surface imaging technology in guiding radiotherapy positioning
Lu YANG ; Renming ZHONG ; Guangjun LI ; Jiuling SHEN ; Liqin LI ; Sen BAI
Chinese Journal of Radiation Oncology 2018;27(4):387-391
Objective To investigate the precision and stability of optical surface imaging (OSI)system Catalyst in guiding radiotherapy positioning.Methods A total of 52 patients with five different tumor sites who underwent cone-beam computed tomography (CBCT)-guided radiotherapy were recruited in this investigation.For the first treatment fraction,the setup error was recorded as C after online CBCT correction,and the surface images of patients taken by Catalyst were set as the reference images Cref.For the following treatment fraction,patients were pre-corrected according to the Catalyst Cref image with the acceptable errors within 2 mm/ 2,and the pre-corrected errors were recorded as C1.Then,after online CBCT correction,the setup errors were recorded as C.The errors between post-corrected Catalyst surface image and Cref image were recorded as C2.For each treatment fraction,the difference between Catalyst correction errors C1 and CBCT corrected errors C was recorded as d1,and the difference between the post-corrected Catalyst errors C2 and Cref image was recorded as d2.d3=d1-d2.The values of d1 and d3 in the 6 dimensions were analyzed using single sample t-test.The correlation between C-C1 and d1-d2 was statistically analyzed by Pearson correlation analysis.Results The mean value of d1 and d3 for 52 patients were within 2 mm/2 °.CBCT-C1 and d1-d2 were both significantly correlated (R =3,7,P=0.00,0.01).Conclusions OSI system yield high accuracy and stability in radiotherapy positioning,which is of certain significance in radiotherapy positioning for cancer patients.
10.The impact of glucose metabolism-related protein 1 on the regulation of glucose metabolism in mouse
Xuanchun WANG ; Yanliang LI ; Xiaocheng FENG ; Xinyi CAO ; Zhihong YANG ; Renming HU ; Jie WEN
Chinese Journal of Endocrinology and Metabolism 2017;33(6):513-518
Objective To investigate the impact of glucose metabolism-related protein 1 (GMRP1) on the regulation of c-Myc gene transcription, to establish GMRP1 gene knockout mouse model, and to study the influence of GMRP1 on glucose metabolism. Methods Chromatin immunoprecipitation-PCR (ChIP-PCR) was utilized to screen out the genes transcriptionally regulated by GMRP1. Luciferase reporter system was applied to assay the regulation of c-Myc promoter activity by GMRP1. GMRP1 knockout mice were constructed and validated by PCR and western blotting. Body weight and random blood glucose were measured in both knockout and wild type mice fed with either chow diet or high-fat diet. The levels of glucose metabolism in mice of 20 or 28 weeks old were evaluated by intraperitoneal glucose tolerance test. Results GMRP1 was capable of binding to the promoter of c-Myc gene and activating the expression of c-Myc gene. There were no significant differences in body weight, random blood glucose or glucose tolerance between GMRP1-deficient and wild type mice fed with either chow diet or high-fat diet (all P > 0.05). Conclusion GMRP1 may activate the transcription of c-Myc gene. GMRP1 deficiency exerted no significant effects on mouse glucose metabolism.

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