1.Multi-omics prognostic modeling of locoregional recurrence after radiotherapy for patients with locoregionally advanced hypopharyngeal squamous cell carcinoma
Nan ZHANG ; Gen YANG ; Qijian LU ; Hongjia LIU ; Dan ZHAO ; Chen LIN ; Tian LI ; Yibao ZHANG
Chinese Journal of Radiological Medicine and Protection 2025;45(9):876-883
Objective:To explore the value of an integrated modeling approach combining radiomics, dosiomics, and clinical factors in the prediction of the locoregional recurrence (LRR) risk after radiotherapy for patients with locoregionally advanced hypopharyngeal squamous cell carcinoma (HPSCC), in order to provide supplementary clinical evidence and decision-making basis for personalized treatment for this rare disease characterized by low incidence and poor prognosis.Methods:The clinical images and pathological data were retrospectively enrolled from 76 HPSCC patients treated at the Peking University Cancer Hospital from October 2011 to July 2020. The planning gross tumor volumes (PGTVs) were taken as the volumes of interest (VOIs). A total of 1 316 radiomic and dosiomic features were extracted from the planning CT and dose distribution images. After stability testing, feature dimensionality reduction was achieved using least absolute shrinkage and selection operator (LASSO) regression and principal component analysis (PCA), with radiomic principal components (RPCs) and dosiomic principal components (DPCs) obtained, respectively. Using various combinations of RPCs, DPCs, and clinical variables as predictors, multivariate Cox regression models were developed after 5-fold cross-validation 100 times. The model performance was evaluated based on the Akaike information criterion (AIC) and concordance index (C-index).Results:Using two RPCs and three DPCs selected, dosiomics and radiomic Cox proportional hazards models were constructed, with C-index values of 0.781 and 0.778 and AIC values of 94.44 and 92.27, respectively. The result indicated that one RPC and three DPCs showed significant associations in Cox regression ( P < 0.05). Other prediction models were established by integrating the clinical data of patients with radiomic features, dosiomic features, or both. The prediction result demonstrated that compared to models based on individual factors or dual components, the multi-omics model yielded the highest prediction accuracy (C-index: 0.823, AIC: 84.94). Conclusions:Integrated models that combine radiomic features, dosiomic features, and clinical factors demonstrate great potential for enhancing the accuracy of LRR risk prediction. These models are expected to provide decision-making support for devising personalized treatment strategies and ultimately improve the prognosis of HPSCC patients.
2.Multi-omics prognostic modeling of locoregional recurrence after radiotherapy for patients with locoregionally advanced hypopharyngeal squamous cell carcinoma
Nan ZHANG ; Gen YANG ; Qijian LU ; Hongjia LIU ; Dan ZHAO ; Chen LIN ; Tian LI ; Yibao ZHANG
Chinese Journal of Radiological Medicine and Protection 2025;45(9):876-883
Objective:To explore the value of an integrated modeling approach combining radiomics, dosiomics, and clinical factors in the prediction of the locoregional recurrence (LRR) risk after radiotherapy for patients with locoregionally advanced hypopharyngeal squamous cell carcinoma (HPSCC), in order to provide supplementary clinical evidence and decision-making basis for personalized treatment for this rare disease characterized by low incidence and poor prognosis.Methods:The clinical images and pathological data were retrospectively enrolled from 76 HPSCC patients treated at the Peking University Cancer Hospital from October 2011 to July 2020. The planning gross tumor volumes (PGTVs) were taken as the volumes of interest (VOIs). A total of 1 316 radiomic and dosiomic features were extracted from the planning CT and dose distribution images. After stability testing, feature dimensionality reduction was achieved using least absolute shrinkage and selection operator (LASSO) regression and principal component analysis (PCA), with radiomic principal components (RPCs) and dosiomic principal components (DPCs) obtained, respectively. Using various combinations of RPCs, DPCs, and clinical variables as predictors, multivariate Cox regression models were developed after 5-fold cross-validation 100 times. The model performance was evaluated based on the Akaike information criterion (AIC) and concordance index (C-index).Results:Using two RPCs and three DPCs selected, dosiomics and radiomic Cox proportional hazards models were constructed, with C-index values of 0.781 and 0.778 and AIC values of 94.44 and 92.27, respectively. The result indicated that one RPC and three DPCs showed significant associations in Cox regression ( P < 0.05). Other prediction models were established by integrating the clinical data of patients with radiomic features, dosiomic features, or both. The prediction result demonstrated that compared to models based on individual factors or dual components, the multi-omics model yielded the highest prediction accuracy (C-index: 0.823, AIC: 84.94). Conclusions:Integrated models that combine radiomic features, dosiomic features, and clinical factors demonstrate great potential for enhancing the accuracy of LRR risk prediction. These models are expected to provide decision-making support for devising personalized treatment strategies and ultimately improve the prognosis of HPSCC patients.
3.Preliminary evaluation of immune checkpoint inhibitors as a salvage treatment of tumor recurrence after liver transplantation for hepatocellular carcinoma
Jingqi SUN ; Zhe YANG ; Jianpeng LIU ; Qijian YU ; Zhaoxin SHANG ; Shuo WANG ; Li ZHUANG ; Xiao XU ; Shusen ZHENG
Chinese Journal of Organ Transplantation 2022;43(7):396-399
Objective:To explore the safety and efficacy of immune checkpoint inhibitors(ICI)for patients with tumor recurrence after liver transplantation(LT).Methods:A single-center retrospective study was conducted for 6 recipients of tumor recurrence after LT on a therapy of ICI admitted into Shulan(Hang Zhou)Hospital from September 2015 to June 2018.The authors examined the occurrences of graft rejection and clinical outcomes of overall response rate, progression-free survival and overall survival after dosing of PD-1/PD-L1 inhibitors.Results:Six patients enrolled with tumor recurrence on a therapy of ICI undergoing LT due to hepatocellular carcinoma (HCC). Nivolumab (n=4) and duvalizumab (n=2) were administrated.The median session of treatment was 8.3(2-31) cycles.The disease outcomes were stable (3/6, 50%) and progressive (3/6, 50%), The progression-free survival time of 3 disease-controlled patients was 1.5, 16.2 and 18 months and the median survival time after recurrence was 19.75(10.8-37.8) months.Rejection occurred in 1 patients (1/6, 16.7%) and the occurring time of rejection was 28 days after PD-1 inhibitor dosing.After acute rejection, high-dose corticosteroids and immunoglobulin were ineffective and the patient died from acute rejection related liver failure.Conclusions:ICI may be employed as a salvage treatment for tumor recurrence after LT for HCC.Due to a possibility of severe acute rejection, usage should be cautious under close monitoring of liver function.
4.Effect of Fufei Gushen Decoction on BODE Index of Patients with Chronic Obstructive Pulmonary Disease at Stable Stage
Hongmei YANG ; Aiwu LIANG ; Yuping TAN ; Huimin ZHANG ; Tianquan NONG ; Qijian SU ; Yibao YANG
Journal of Guangzhou University of Traditional Chinese Medicine 2017;34(4):487-491
Objective To observe the effect of Fufei Gushen Decoction on the BODE index, an index for body mass index(BMI), airflow obstruction, dyspnea, and exercise capacity, in severe and extremely severe chronic obstructive pulmonary disease (COPD) patients with lung-kidney deficiency interweaved with phlegm and blood stasis at stable stage. Methods Eighty qualified COPD patients were randomly divided into treatment group and control group, 40 cases in each group. Both groups were given inhalation of Seretide (Salmeterol Xinafoate and Fluticasone Propionate Powder for inhalation) , and the treatment group was given oral use of Fufei Gushen Decoction additionally. The treatment for the two groups lasted for 3 months. Before and after treatment, BMI, the percentage of forced expiratory volume in one second of the predicted value (FEV1%) , dyspnea index of modified British Medical Research Council (MMRC), and exercise performance index of 6-min walking test (6MWT) in the two groups were observed. Results (1) After treatment, FEV1%, MMRC dyspnea index, 6MWT scores and BODE index overall scores of severe and extremely severe patients in the treatment group were much improved(P < 0.05 compared with those before treatment ), but BMI was not much improved(P > 0.05). MMRC dyspnea index, 6MWT scores and BODE index overall scores of severe and extremely severe patients inthe control group were much improved (P<0.05 compared with those before treatment) , b ut the improvement of FEV1% and BMI was not obvious(P > 0.05).(2) Except for BMI, the parameters of FEV1%, MMRC dyspnea index, 6MWT scores and BODE index overall scores of the treatment group were much improved as compared with those of the control group after treatment(P < 0.05). Conclusion Fufei Gushen Decoction combined with inhalation of Seretide exerts certain effects on decreasing the BODE index scores, relieving symptoms, and improving pulmonary function, exercise performance and the quality of life of COPD patients with lung-kidney deficiency interweaved with phlegm and blood stasis at stable stage.
5.Clinical Study of Effect of Magnesium ion on Patients with Severe Craniocerebral Injury
Wenbing AI ; Yuhong CHEN ; Qijian YANG
Journal of Chinese Physician 2000;0(11):-
Objective To investigate the curative effect of magnesium ion on patients with severe craniocerebral injury. Methods According to the standards,80 patients with severe craniocerebral injury were chosen and divided into control group and experimental group randomly. The control group received routine therapy and the experimental group received routine therapy plus magnesium sulfate. Serum endothelin(ET) and Glasgow coma score(GCS)of all the patients were measured at different time respectively,and Glasgow outcome scale(GOS)of all the patients were determined after 3 months,and then these data were analyzed statistically. Results Compared with the control group, Serum ET in the experimental group were lower,GCS were higher,and GOS were better. All these differences were significant(P

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