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1.
Journal of Central South University(Medical Sciences) ; (12): 819-826, 2020.
Artigo em Inglês | WPRIM | ID: wpr-827416

RESUMO

OBJECTIVES@#To evaluate the application value of CT-based radiomics features for the ascending and descending types of nasopharyngeal carcinoma (NPC).@*METHODS@#A total of 217 NPC patients (48 ascending type and 169 descending type), who obtained CT images before radiotherapy in Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University from February 2015 to October 2017, were analyzed retrospectively. All patients were randomly divided into a training set (=153) and a test set (=64). Gross tumor volume in the nasopharynx (GTVnx) was selected as regions of interest (ROI) and was analyzed by radiomics. A total of 1 300 radiomics features were extracted via IBEX. The least absolute shrinkage and selection operator (LASSO) logistic regression was performed to choose the significant features. Support vector machine (SVM) and random forest (RF) classifiers were built and verified.@*RESULTS@#Six features were selected by the LASSO from 1 300 radiomics features. Compared with SVM classifier, RF classifier showed better classification performance. The area under curve (AUC) of the receiver operating characteristic (ROC) curve, accuracy, sensitivity, and specificity were 0.989, 0.941, 1.000, and 0.924, respectively for the training set; 0.994, 0.937, 1.000, and 0.924, respectively for the validation set.@*CONCLUSIONS@#CT-based radiomics features possess great potential in differentiating ascending and descending NPC. It provides a certain basis for accurate medical treatment of NPC, and may affect the treatment strategy of NPC in the future.


Assuntos
Humanos , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Curva ROC , Estudos Retrospectivos , Sensibilidade e Especificidade
2.
The Journal of Practical Medicine ; (24): 3394-3397, 2016.
Artigo em Chinês | WPRIM | ID: wpr-503211

RESUMO

Objective To explore the expression of Metastasis-associated in colon cancer-1 (MACC1) in patients with nasopharyngeal carcinoma (NPC), and its relationship with clinical pathologic characteristics and prognosis Methods The expression of MACC1 was detected in 130 cases of NPC and the relationship among the MACC1 expressions, clinical pathologic characteristics and prognosis of NPC was analyzed. Results Positive expression rate of MACC1was 68.5% in the NPC and MACC1 expression was associated with advanced T stages, lymph node metastasis and advanced clinical stages of NPC (P < 0.05). The results of Kaplan-Meier survival analysis showed that the five year overall survival rate in patients with positive expressions of MACC1 (45.9%) was significantly lower than that of those with negative expressions (73.7%) and the difference was statistically significant (P < 0.05), Cox multi-factor analysis results showed that MACC1 expression was an independent prognostic factor for NPC (P = 0.004). Conclusion MACC1 abnormal expression is closely related to the invasion and metastasis of NPC and it is expected to become a new target for gene therapy of NPC.

3.
Journal of Central South University(Medical Sciences) ; (12): 1003-1008, 2013.
Artigo em Chinês | WPRIM | ID: wpr-440540

RESUMO

Objective: To evaluate the potential dosimetric beneifts and optimal indications of intensity modulated radiation therapy (IMRT) and hybrid intensity modulated radiation therapy (Hybrid IMRT) for the left side breast cancer patients after breast-conservation therapy. Methods: Eight patients with left breast carcinoma who received breast-conservation surgery were selected for this study. Two plans were designed in 3-dimensional treatment planning system. The dose distributions of target volume and normal tissues, conformal index (CI) and heterogeneous index (HI) were analyzed by dose-volume histogram (DVH). Results: The PTV coverage was the same in the two radiotherapy plans. A better dose uniformity throughout the whole breast in Hybrid IMRT plan was achieved. The CI, the percentage of PTV receiving more than 105% prescribed dose (V105%), the percentage of PTV receiving more than 110% prescribed dose (V110%), and the Dmax, Dmin and Dmean of PTV were similar in the two plans. We compared the Hybrid IMRT with IMRT: V13of the ipsilateral lung decreased from 27.66% to 20.7%, V5 of the contralateral lung decreased from 8.01% to 2.25%, V10 and V20 of the heart decreased from 35.23% and 16.77% to 19.22% and 10.6% respectively, V5 and V10 of the contralateral breast decreased from 35% and 10.39% to 20.38% and 5.7% respectively, all with significant difference. V30 and V40 of the ipsilateral lung and V40 of the heart increased by 1.28%, 1.48%, and 2.48%, with signiifcant difference. Conclusion: Hybrid IMRT is a better choice for patients whose treatment position is inaccurate or cannot be repeated well.

4.
Journal of International Oncology ; (12): 635-639, 2009.
Artigo em Chinês | WPRIM | ID: wpr-393453

RESUMO

Objective To investigate the dose-response relationship of the treatment temperatures and heating time on human cervical carcinoma hela cells,aiming at providing experimental evidences for clinical hy-perthermia. Methods Hela cells were heated at 37 ~ 70 ℃ in temperature-controlled water baths, the tempera-ture was divided into nine groups,each time was divided into eight subgroups (1 ~ 30 min). The morphology changes of cells after hyperthermia were detected by inverted microscope. Proliferation rates were measured by MTT colorimetric assay. The apoptesis rates were determined by flow eytometric analyse. The levels of prolifera-ring cell nuclear antigen (PCNA) were measured with immunohistochemistry. Results lnereaseing the heating time at the same temperature, or increaseing heating temperature at the same time, the cell proliferation, survival rates and PCNA expression decreased. There was no significant morphological change about cells ,but have small amount of apoptosis and a direct role of the suppression and destruction at 41 ℃ and 43 ℃ group. A large num-ber of cells shrinked to round and a major role for apoptosis at 46℃ group. Cell necrosis was major role at 50 ℃and 55 ℃ group. More than 55 ℃ for necrotic cells. Conclusion With the increase of heating temperature and heating time, its treatment of Hela cells gradually enhance. So combining dose-effect relationship of hyperthermia temperature and time can reach the best therapeutic effects.

5.
Journal of International Oncology ; (12): 829-832, 2008.
Artigo em Chinês | WPRIM | ID: wpr-397407

RESUMO

The technology of treating tumors utilizing electric fields is a newly rising therapeutic method for carcinomas,which shows the features of high efficiency,no remanent toxicity,being easily regulated and high applicability.However,neither the anti-tumor mechanisms are well studied nor the parameters for praetical ap-plication is defined.Therefore the technology has become a brightened spot already,the major methods of which include direct current electric fields.pulsed electric fields and tumor treating fields(TT-Fields).

6.
Chinese Journal of Minimally Invasive Surgery ; (12)2001.
Artigo em Chinês | WPRIM | ID: wpr-595114

RESUMO

Objective To study the in vitro heating ability of Ni-Cu thermoseeds and their effect on the rabbit liver cells and tissues. Methods The temperature of rabbit liver tissues were monitored under an alternating magnetic field.MTT assay was used to evaluate the in vitro cytotoxicity of the extra-liquid of the Ni-Cu thermoseeds;Hemolytic test was carried out to estimate its blood toxicity;and muscular implantation test was employed to determine the levels of its tissue toxicity.Results The thermoseeds used in this experiment showed a high heating ability in alternating magnetic field in vitro.MTT assay showed that the toxicity of the material on mouse fibroblast(L-929) cell lines was 1 degree,which means non-cytotoxic.Hemolytic test revealed a hemolysis rate(HR) of 3.25%(less than 5%),showing that the thermoseeds had no hemolytic reaction.Muscular implantation test showed different levels of inflammatory reaction in the muscle tissues.Conclusion Thermoseeds induced heating in alternating magnetic field can achieve an appropriate temperature,and the gilded thermoseeds have a high biocompatibility with 1 degree cytotoxicity without leading to hemolytic reaction.

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