1.Prediction of EGFR mutation status in lung adenocarcinoma based on standardized enhanced CT radiomics nomogram
Xun WANG ; Shuang GE ; Huizhen XI ; Jun MA ; Yaru LIU ; Shucheng YE ; Junli MA
Chinese Journal of Radiological Medicine and Protection 2024;44(3):194-201
Objective:To investigate the value of radiomics nomogram based on standardized pre-treatment chest enhanced CT in predicting the mutation status of epidermal growth factor receptor (EGFR) for patients with lung adenocarcinoma.Methods:A retrospective analysis was conducted on pre-treatment chest enhanced CT images and clinical data of 262 patients from the affiliated hospital of Jining Medical University with pathologically proven primary lung adenocarcinoma who received EGFR gene testing, including EGFR wild type ( n=122) and mutant type ( n=140). The patients were divided into training group ( n=183) and testing group ( n=79) according to a ratio of 7∶3 by stratified sampling method. Standardized pre-processed the images, delineated the ROI and extracted the radiomics features. Least absolute shrinkage and selection operator (LASSO) algorithm was used to reduce the dimension and select key features. The standardized radiomics model, clinical model and the combined model were established by Logistic Regression (LR) machine learning method. Calculated the Rad-score and drew the nomogram. ROC curve and Delong were used to evaluate and compare the predictive performance of different models. Results:23 standardized enhanced CT radiomics features and 4 clinical features were selected. The predictive performance of standardized radiomics model was better than that of non-standardized radiomics model [area under curve (AUC): 0.863 vs. 0.805, t=2.19, P<0.05]. The AUCs of the combined model and standardized radiomics model were higher than that of the clinical model (training group: 0.885, 0.863 vs. 0.774, t=3.57, 2.17, P<0.05; testing group: 0.873, 0.829 vs. 0.763, t=2.19, 2.02, P<0.05). The radiomics nomogram was built based on Rad-score, age, sex, smoking history and BMI. Conclusions:The combined model and standardized radiomics model could effectively predict the mutation status of EGFR gene in lung adenocarcinoma patients before treatment, providing valuable clinical insights.
2.Methodological Consideration on Combination Model of TCM Clinical Practice Guidelines and Real-world Study
Guozhen ZHAO ; Huizhen LI ; Ning LIANG ; Haili ZHANG ; Bin LIU ; Qianzi CHE ; Feng ZHOU ; He LI ; Xiaowen CHEN ; Long YE ; Jiahao LIN ; Xingyu ZONG ; Dingyi WANG ; Nannan SHI ; Yanping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(22):87-93
The clinical practice guidelines of traditional Chinese medicine (TCM) have problems such as limited clinical application and unclear implementation effects, which may be related to the lack of clinical practice evidence. To provide reliable and precise evidence for clinical practice, this article proposes a model of combining TCM guidelines with real-world study, which includes 4 steps. Firstly, during the implementation process of the guidelines, a high-quality research database is established. Secondly, the recommendations in the guidelines are evaluated based on the established database in multiple dimensions, including applicability, effectiveness, safety, and cost-effectiveness, and thus their effectiveness in practical applications can be determined. Thirdly, based on the established database, core prescriptions are identified, and the targeted populations and medication plans are determined. That is, the best treatment regimen is established based on the analysis of abundant clinical data regarding the effects of different medication frequencies, dosages, and duration on efficacy. Fourthly, the guidelines are updated according to the real-world evidence. The research based on this model can provide real-world evidence for ancient and empirical prescriptions, improving their application in clinical practice. Moreover, this model can reduce research costs and improve research efficiency. When applying this model, researchers need to pay attention to the quality of real-world evidence, ensuring that it can truly reflect the situation in clinical practice. In addition, importance should be attached to the clinical application of guideline recommendations, ensuring that doctors can conduct standardized diagnosis and treatment according to the guidelines. Finally, full-process participation of multidisciplinary experts is encouraged to ensure the comprehensiveness and scientificity of the study. In conclusion, the application of this model will contribute to the development of TCM guidelines responsive to the needs of clinical practice and achieve the goal of promoting the homogenization of TCM clinical diagnosis and treatment.
3.Effects of pre-transplant dialysis modality on early outcome of kidney transplantation from donation after cardiac death
Peiyi YE ; Zhe ZHANG ; Huizhen YE ; Cuiyan YU ; Biqin XIE ; Zijie LIANG ; Tongqing CHEN ; Guanqing XIAO ; Yaozhong KONG
Chinese Journal of Nephrology 2017;33(6):435-439
Objective To compare the influence of hemodialysis (HD) and peritoneal dialysis (PD) on early outcome of patients underwent kidney transplantation from donation after cardiac death (DCD).Methods Patients admitted in the First People's Hospital of Foshan with DCD kidney transplant from January 1st,2011 to June 30th,2016 were analyzed retrospectively.Recipients were grouped into HD group (n=61) and PD group (n=28) according to their pre-transplant dialysis modality.Their short-term outcomes after DCD kidney transplant were compared,including recovery of renal function,short-term complications and laboratory data.Results Patients had longer dialysis duration and lower hemoglobin,serum albumin and phosphorus in PD group than those in HD group (all P < 0.05),but no significant difference shown in age,gender,body mass index,primary disease,blood pressure,and hepatitis B infection (all P > 0.05).HD patients with 6.00(4.00,11.00) d recovery time of renal function,18.00(17.00,21.50) d hospital time,had 24.59% the delayed graft function (DGF),3.28% acute rejection and 16.39% infection during hospitalization.While for PD patients the recovery time of renal function was 4.00(3.75,7.00) d;hospital time was 19.00(15.00,21.75) d;the incidence rate of DGF was 14.29%;acute rejection was 3.57%;and infection during hospitalization reached 17.86%.Above indexes were not significantly different between HD and PD groups (all P >0.05).Repeated measure ments showed that,compared with those before transplant surgery,after 1 month,3 months and 6 months HD and PD groups had decreased creatinine and phosphorus,and increased hemoglobinserum albumin and calcium;Serum albumin and calcium were different between the two groups (P < 0.001,P=0.040),whereas creatinine,hemoglobin and phosphorus did not show difference (all P < 0.05).After transplantation the trends of creatinine,hemoglobin,calcium and phosphorus were not different between the two groups (P values were 0.295,0.310,0.501 and 0.063,respectively).Conclusions No significant difference of the recovery regarding renal function,anemia,nutrition status and mineral metabolites was found between pre-transplant HD and PD modality in patients who underwent DCD kidney transplantations.
4.Clinical application of stereotactic body radiation therapy for colorectal cancer with liver metastases
Zongye WANG ; Zhuojie DAI ; Huizhen MA ; Ye REN ; Di CUI ; Xiaoming SU ; Tian ZHANG
Chinese Journal of Radiological Medicine and Protection 2013;33(6):626-629
Objective To evaluate the efficacy of stereotactic body radiation therapy (SBRT) for hepatic metastases from colorectal cancer,and to collect data for the application of this technique.Methods A total of 28 patients from No.306 Hospital of PLA,including 17 male and 11 female with median age of 63.8 (range from 31 to 86),were treated with SBRT for colorectal cancer with liver metastases with 54 lesions in total.The GTV,CTV and PTV were delineated above the enhanced CT scans acquired during normal quiet respiration.CTV was obtained by adding 5 mm isotropic margin from GTV,and PTV was obtained by adding 5 to 10 mm isotropic margin from CTV.Prescription dose line covered 50%-60% of isodose curve at 3-6 Gy/fraction.The total dose was 39-45 Gy and the biologically equivalent doses(BED)was 50.7-65.3 Gy.The patients were followed-up beginning at 3 months after SBRT.The change in size of the lesion based on enhanced CT or MR scans was evaluated.Toxicity was evaluated and scored according to the RTOG criteria.Local control rate and survival rate were analysed.Results All patients completed the treatment.With median follow-up of 15.1 months (range frome 3 to 30 months),7 patients survived at the end of follow-up.The local control rate (LC) was 79.2%,and 1-and 2-year overall survival rate(OS) were 82.7% and 48.6%,respectively.There was a close corelation between the size of lesion and the LC.The LC (PR + CR) was much better at the size of lesion less than 14 cm3 than that at the size more than 65 cm3(x2 =4.17,P<0.05).When the size was more than 180 cm3,the LC was zero.Toxicity included fatigue (60.7%),grade 1 and 2 digestive system toxicity (28.6%),a transient grade 1 and 2 bone marrow suppression (46.4%) and a transient increase in transaminase(17.8%).No grade 3 toxicity and above and late toxicity were observed.Conclusions Stereotactic body radiation therapy could be suggested as the first choice for the selected patients who suffer form colorectal liver metastases,especially for those who cannot undergo surgery.
5.Therapeutic efficacy of stereotactic radiotherapy with gamma knife on early-stage non-small-cell lung cancer and life quality of patients
Zhengting REN ; Di CUI ; Ye REN ; Zhuojie DAI ; Xiaoming SU ; Jingjing FAN ; Yulong SHEN ; Huizhen MA ; Zongye WANG
Chinese Journal of Radiological Medicine and Protection 2012;(6):621-625
Objective To evaluate the therapeutic efficacy of stereotactic body radiotherapy (SBRT) with gamma knife on stage Ⅰ-Ⅱ non-small-cell lung cancer(NSCLC)and the quality of life of the patients undergoing this therapy.Methods Twenty NSCLC patients with the median age of 76,10 at stage Ⅰ and 10 at stage Ⅱ who were unable or unwilling to undergo surgery were given SBRT with gamma knife at the doses of 3-6 Gy in 8-15 fractions,finished within 2 to 3 weeks.The prescription isodose line was 50%,the marginal dose was 39-56 Gy,the central dose was 78-112 Gy,and the total biologically effective dose was 51-83 Gy.The patients were observed after admission and followed up by chest CT 1,3,6,and 12 months after treatment until progressive disease or death.EORTC QLQ-LC43 questionnaire was used to investigate the changes in quality of life.Results The 20 patients were followed up for 24 (12-46) months.At six months after the treatment,the overall response rate was 80%,and the complete response rate was 35%.The 1,2 and 3-year local control rates were 100%,95% and 95%,respectively.The 1,2 and 3-year overall survival rates were 95%,80% and 50% respectively; The 1,2,and 3-year progression free survival rates were 85%,64% and 33%,respectively.The failure rate was 20% and the rate of progress within the planning target volume was 5%.No acute toxicity at grade 3 and over occurred in any patient during the treatment.15% of the patients developed grade 1-2 radiation pneumonia.Age,gender,pathologic index or not were weakly correlated with the overall survival.The emotional function was improved significantly after treatment (P < 0.05),dyspnea and cough were improved at different degrees,however,not significantly.There were no significant changes in the physical function and symptoms,such as fatigue,lack of appetite,insomnia,etc.Conclusions Significantly improving the motional function and maintaining the quality of life,SBRT with gamma knife is effective for elderly NSCLC patients with high local control rate fair overall survival rate and few side effects.
6.Efficacy of gamma knife stereotactic radiotherapy and whole-brain radiotherapy in treatment of brain metastases
Gongxun PENG ; Zhuojie DAI ; Ye REN ; Huizhen MA ; Di CUI ; Xiaoming SU ; Jingjing FAN ; Yulong SHEN ; Zongye WANG
Chinese Journal of Radiological Medicine and Protection 2011;31(6):688-692
Objective To analyze the efficacy and prognosis of stereotactic radiotherapy (SRT) and whole-brain radiotherapy (WBRT) in treatment of brain metastases,and to observe the influence of temozolomide (TMZ) on survival rate during the period of radiotherapy.Methods A total of 52 patients with brain metastases were divided into two groups according to treatment methods,including 35 patients treated with WBRT plus SRT and 17 patients treated with SRT alone.WBRT dose was 1.8 - 3.0 Gy per fraction,one fraction a day,five fractions per week,with total dose of 30 - 40 Gy.After WBRT,gamma knife was performed with prescription isodose line of 45% -70% surrounding the planned target volume in WBRT + SRT group.The marginal dose was 12 - 15 Gy and the center dose was 20-30 Gy.In SRT group,the prescription isodosc line was 45% - 70% and the marginal dose was 36 - 40 Gy while the center up to 70 - 80 Gy.The follow up time was 1 - 2 years.Besides 20 patients in this study took temozolomide capsule during and after radiotherapy.The schedule of concomitant chemotherapy was temozolomide of 75 mg/m2 by oral administration every day until radiotherapy was over,and then temozolomide of 150 mg/m2 was taken for 3 -6 months after radiotherapy.Results The efficiency during 1 -3 months after treatment was 84.62% in this study.In the WBRT + SRT group,the efficiency was 88.57% and declined to 76.47% in the SRT group.The six month-and one year-local control rate were 92.10% and 85.20%,respectively.The average survival time of WBRT + SRT was 13.2 months and median survival time was 11 months.Six month-,one year-and eighteen months-survival rate were 71.40%,54.30% and 14.30%,respectively.In the SRT group,the average survival time was 10.2 months and median survival time was 9 months.Six month-,one year- and eighteen month-survival rate were 41.20%,23.50% and 5.88%,respectively,while those for RT + TMZ group were 80.00%,60.00% and 10.00%.In comparison,those in RT group were 56.30%,37.50% and 12.50%,respectively.Conclusions Effect of gamma knife stereotactic radiotherapy combined with WBRT is better than GK stereotactic radiotherapy alone in treatment of brain metastases.Compared with radiotherapy alone,concomitant temozolomide chemotherapy could improve the survival rate of the patients with brain metastases without increasirg adverse reactions significantly.
7.Application of Qi-benefiting and Blood-supplementing Chinese Medicines Combined with Ozone in Radiotherapy of Nasopharyngeal Cancer
Tao ZHANG ; Bingchuan YAN ; Huizhen YE ; Zhaoran LIANG
International Journal of Traditional Chinese Medicine 2009;31(6):558-559
Hypoxic cells that exist in nasopharyngeal cancer can not be killed easily and they are the underlying cause for recurrence and metastasis. In radiotherapy for nasopharyngeal cancer, the application of Qi-benefiting and blood-supplementing Chinese medicines can improve blood circulation, increase oxygenation of tumor body, and ameliorating the status of hypoxic cells. Besides medical ozone can promote oxygen-carrying ability of hemoglobin and releasing of oxygen capacity and improve oxygen supplying. If the method of radiotherapy combined with ozone and Chinese medicines can solve the problem of resistance of hypoxic cells to radiation and promote the oxygen effect in radiation and the interaction between organisms, then it will play an important role in the treatment of nasopharyngeal cancer.
8.Treatment of knee osteoarthritis by invigorating the kidney, dispelling the cold and activating the collaterals: A randomized controlled study
Qiusheng ZHONG ; Guohui YE ; Huizhen WANG ; Shaohong LIN
Chinese Journal of Tissue Engineering Research 2006;10(47):177-179
BACKGROUND: The osteoarthritis (OA) is attributed to Gubi of TCM,which is mainly caused by liver and kidney deficiency, deficiency and damage of both qi and blood and wind-cold-damp pathogen. Kidney-deficiency with coagulating-coldness syndrome is very common.OBJECTIVE: To explore the clinical effect of the treatment of OA by invigorating the kidney, dispelling the cold and activating collaterals.DESIGN: Randomized controlled clinical study.SETTING: Department of Traditional Chinese Medicine, Dongguan Shilong People's Hospital of Guangdong Province.PARTICIPANTS: Eighty-eight inpatients and outpatients who were most possible to benefit from the experiment were selected as the subjects from the Department of Rheumatism and the Clinic of Orthopedics from June 2005 to July 2006. All subjects were randomized into the experimental group (n=44) including 21 males and 23 females, whose ages ranged 42-70 years, and their average age was (62±8) years and the average course of diseases was (34±18) months, and the control group (n=44), including 24 males and 20 females, whose ages ranged 40-69 years, and their average age was (61±7) years and the average course of diseases was (34±16)months.METHODS: Patients in the experimental group were treated with Bushen Quhan Tongluo herbs by orally taken or externally washing. The prescription of Bushen Quhan Tongluo: Hutaorou (12 g), Buguzhi (12 g), Chaoduzhong (12 g), Shudi (15 g), Dahuixiang (9 g), Luoshiteng (15 g),Zhichuanwu (9 g), Sanqi (6 g), Wugong (3 g), Jixieteng (15 g). The prescription for external washing: Tuogucao (40 g), Danggui (15 g), Sumu (15 g),Shengdahuang (15 g), Shengnanxing (10 g), Ruxiang (10 g), Meyao (10 g),Bingpian (3 g). (Orally taken: The medicine shall be taken with water of 37 ℃ one dose a day. External washing: The medicine that dissolved in 500 mL of 100 ℃ boiled water was adopted to wash both knees while the temperature down to 35 ℃ one dose upon a time and twice a day). Patients in the control group were given sulfated glucosamine (Weiguli Capsule.Each capsule contains 314 mg of sulfated glucosamine crystal, which is equal to 250 mg of sulfated glucosamine) two capsules a time and 3 times a day as well as piroxicam (Yantong Xikang Pill) once a day and 20 mg each time. Patients in both groups were administrated for 12 weeks. Referring to the Western Ontario and McMaster Universities (WOMAC) OA index and the clinical effect criterion of OA, the curative effect was compared between the two groups.MAIN OUTCOME MEASURES: WOMAC pain score, stiffness score,physiological function score, total score and the clinical effect.RESULTS: A total of 88 patients were involved in the analysis of results.joint stiffness index, physiological function index and the total index after the treatment in both the experimental group and the control group than those before the treatment (The experimental group: 4.95±2.46,11.39±4. 10;0.70±0.88,1.57± 1.42; 13.16±5.71,31.16± 10.08; 18.82±7.96,44.11 ± 13.29;Control group: 6.64±1.81,11.59±3.07 ;0.68±0.86,1.52±1.34; 14.25±3.99,pain index in the experimental group after the treatment was lower than that in thecontrol group, and the difference was remarkable (P < 0.05),The total effective rate was 95.5% in the control group and it was 93.2% in the experimental group, and there was no marked difference between the epigastric discomfort in the control group, while there was no haematemesis, hemafecia or aggregation due to continuous administration. No adverse effect was found in the experimental group.CONCLUSION: Satisfying effect can be achieved in the treatment of OA of cold coagulation due to kidney deficiency by invigorating the kidney,dispelling the cold and activating the collaterals, moreover, the effect of relieving pain is especially excellent.
9.Study of Liver Micro-circulation in Liver Cancer Patients after Interventional Therapy Combined with Traditional Chinese Medicine.
Tao ZHANG ; Bingchuan YAN ; Chenglin LIU ; Huizhen YE
Journal of Medical Research 2006;0(03):-
Objective To study the change of liver micro-circulation in liver cancer patients after interventional therapy by using CT perfusion imaging.MethodThe patients were dividecl into two groups: therapy group and control group.Each group had 30 patients.CT perfusion imaging scanning was done for the patients by using the Light speed 16 CT with the MSCT "Toggling-table" technology.The data was analyzed by single variance.The interested area of liver tissue was chosen as area without iodine after interventional therapy.The parameters of perfusion imaging were MTT,BF,BV,PS and HAF.ResultsSignificance of BF and BV existed in the liver tissue between therapy group and control group.The relatively normal liver tissue and the tissue in the same side had significance of BF,BV,MTT,PS in the two groups.In the therapy group,significance of BF,BV existed in the liver tissue of both side.ConclusionThe interventional therapy combined with Chinese traditional medicine can raise life quality of the patients,relieve the clinical symptom and improve the physical sign.The perfusion imaging of liver cancer,as a simple,rapid,no trauma methed,can supply the blood perfusion information of various positions as well as displaying anatomic details,which has provided a new kind of method for evaluating the effect of chemoembolization and traditional Chinese medicine.
10.Safe Application of Autoblood Re-trasfusion of Medical Trioxyen
Tao ZHANG ; Huizhen YE ; Zhaoran LIANG
Journal of Medical Research 2006;0(07):-
Objective To detect the safe application of autoblood re-trasfusion of medical trioxyen. Methods 50 patients who received fundamental autohemotherapy with German DR.HANSLER OZONOSAN treating system were extracted 100ml venous blood,which was mixed with 100ml,10~20?g/m1 medical trioxyen and then retransfused into the patients.We observed the adverse effect during the course of treatment and measured the blood pressure and blood glucose of every patient accordingly. Results Among the 50 cases,4 (about 8%) had adverse effect after blood extracting. 5 cases (about 10%) had adverse effect after the trioxyen re-transfusion. The cardinal symptoms included:dizziness,nausea,emesia,cold sweat,blood pressure decrease,shock etc. Conclusion Before retransfusing the medical trioxyen,handling the indications,contraindications,making the patients have good sleep and diet and have necessary comunication with them can make the negative reaction lower at most.

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