1. CT texture analysis in bladder carcinoma: histologic grade characterization
Zhenhao LIU ; Jiayuan SHI ; Haiyi WANG ; Huiyi YE ; Zhanbo WANG ; Tie YANG ; Xin MA ; Xu BAI
Chinese Journal of Oncology 2018;40(5):379-383
Objective:
To explore the value of CT texture analysis (CTTA) in differentiating the pathological grade of urothelial carcinoma of the bladder (UCB).
Methods:
A total of 53 lesions from 43 patients with bladder cancer confirmed by postoperative pathology were retrospectively analyzed, including 27 cases of high-grade urothelial carcinoma (HGUC) and 26 cases of low-grade urothelial carcinoma (LGUC). All the patients took pelvic CT and enhanced scanning in the same CT scanner with same scanning parameters. Lesions on both plain and enhanced CT images were delineated on software by two radiologists to extract the corresponding volumes of interest (VOI) and then 92 parameters based on feature classes were generated. The average values of two radiologists were obtained. The difference parameters between HGUC group and LGUC group were screened by nonparametric test, and the receiver operating characteristic (ROC) was drawn. The corresponding optimal thresholds were determined and diagnostic effect was assessed.
Results:
Nine difference texture parameters between HGUC group and LGUC group were selected, including 5 parameters on unenhanced images, namely, skewness, root mean squared, cluster shade, zone percentage and large area high gray level emphasis. There were 4 parameters on enhanced images, namely, skewness, kurtosis, cluster shade and zone percentage. The largest area under curve of 0.840±0.058 (95%
2.Effect of Sporoderm-removed Ganoderma Lucidum Spore Powder on Cancer-related Fatigue in Patients with Breast Cancer During Adjuvant Chemotherapy
MO Wenju ; HUANG Xiaowen ; YE Weiwu ; HAN Zhicun ; WANG Yifan ; LI Zhenhao ; REN Lili
Chinese Journal of Modern Applied Pharmacy 2024;41(14):1921-1928
OBJECTIVE
To observe the preventive and therapeutic effect of Ganoderma lucidum spore powder on cancer-related fatigue in postoperative adjuvant chemotherapy patients with breast cancer, and to provide a basis for using traditional Chinese medicine processed by modern processing to effectively improve the quality of life of cancer patients.
METHODS
Seventy-four female patients who received postoperative adjuvant chemotherapy for breast cancer in Zhejiang Cancer Hospital from November 2021 to March 2023 were randomly divided into either treatment(n=37) or control group(n=37). Both groups were given 4 cycles of epirubicin(or liposomal doxorubicin) combined with cyclophosphamide adjuvant chemotherapy and corresponding symptomatic treatment: the treatment group was treated with sporoderm-removed Ganoderma lucidum spore powder 2 g·d–1, and the control group was treated with placebo. The incidence and severity of cancer-related fatigue, the changes in T lymphocyte subsets, serum inflammatory factors, intestinal flora, and the effects of drugs on blood routine, liver, and kidney function were compared between the two groups after treatment.
RESULTS
The incidence of cancer-related fatigue and the score of the Piper correction scale in the treatment group were significantly lower than those in the control group(P<0.05), the proportion of CD3+, CD4+, and CD3-CD56+ was significantly higher than that in the control group(P<0.05), while the proportion of CD8+ was significantly lower than that in the control group(P<0.05). The counts of IL-2 and IL-10 were higher than those in the control group, while the counts of IL-6, IL-8, and CRP were lower than those in the control group(P<0.05). The counts of leukocytes, neutrophils, and platelets in the control group were significantly higher than those in the control group(P<0.05), and the abundance of intestinal microflora in the control group was higher than that in the control group. There was no significant difference in liver and kidney function between the 2 groups.
CONCLUSION
Sporoderm-removed Ganoderma lucidum spore powder can significantly reduce the incidence and level of cancer-related fatigue in breast cancer patients during adjuvant chemotherapy, inhibit inflammatory factors, regulate intestinal flora and body immunity.
3.Evaluation of Screening Model for Advanced Colorectal Adenoma and Traditional Chinese Medicine Tongue Image Analysis Based on Real World Data
Peidi HUANG ; Zishao ZHONG ; Shujun LIU ; Zhenhao YE ; Zhuolin LI ; Sufen WEI ; Haiyan ZHANG ; Beiping ZHANG
Journal of Traditional Chinese Medicine 2023;64(21):2197-2207
ObjectiveTo evaluate the effectiveness and consistency of three commonly used early colorectal cancer screening models for advanced colorectal adenoma as a noninvasive means, and to assess the predictive value of traditional Chinese medicine (TCM) tongue images in the models. MethodsPatients diagnosed with colorectal adenoma who underwent colonoscopy and pathological examination were selected as the study participants. Basic clinical data and tongue image were collected. The prediction models of Asia-Pacific colorectal screening (APCS) model, its revision (M-APCS) and colorectal neoplasia predict (CNP) model were applied to compare the predictive effects of the three models on advanced stage adenomas of the colon, the differences in clinical data and traditional Chinese medicine tongue characteristics among patients with different degrees of adenomas, and the similarities and differences in tongue characteristics among the models. The discriminative ability of the three risk models was evaluated using the area under the curve (AUC) and receiver operating characteristic (ROC) curves. The calibration was assessed using the Kuder-Richardson coefficient and the Hosmer-Lemeshow test for consistency analysis. ResultsA total of 227 patients with adenoma were analyzed, including 104 patients (45.82%) with advanced adenoma. In the detection of advanced adenoma, those with greasy coating (70 cases, 67.3%) were higher than those without greasy coating (34 cases, 32.7%, P<0.05). After multivariate analysis, the odds ratio (OR) value of non-greasy coating was 0.371 (0.204~0.673, P<0.01), indicating that non-greasy coating was a protective factor for advanced adenomas. Among the three risk models, the detection rate of advanced adenoma in the high-risk group with APCS was the highest (63.3%), which was 1.49 times and 2.04 times that of the medium-risk group (42.6%) and the low-risk group (31.1%, P<0.01). The detection rate of advanced adenomas in high-risk groups of M-APCS and CNP was slightly higher than that in moderate or low risk groups (P>0.05). The proportion of yellow and greasy coating in high-risk group was higher than that in the medium-risk or low-risk group (P<0.05). For the ability to distinguish advanced and non-advanced adenomas, the AUC of APCS was 0.629 (95% CI: 0.556~0.702) and was higher than that of M-APCS (0.591) and CNP (0.586). In calibration evaluation, Cronbach's alpha was 0.919 (>0.7), which indicated that the three models were consistent. In the correlation matrix, the correlation coefficients between APCS model and M-APCS model, and CNP model were 0.794 and 0.717, respectively, and the correlation coefficients between M-APCS model and CNP model were 0.873, Hosmer-Lemeshow χ2 =2.552, P>0.05, which suggested that the three models had good calibration ability. ConclusionAll three models demonstrate the efficiency to identify advanced colorectal adenoma, and their calibration ability is considered to be good. Among the three models, the APCS exhibits the highest recognition efficiency, however, the recognition accuracy of the APCS model needs improvement. The presence of a greasy coating is identified as one of the potential predictors of advanced adenoma. Consequently, it can be considered for inclusion in the risk model of advanced colorectal adenoma to enhance the accuracy.