Based on the big data of Electronic Medical Records (EMR),information retrieval and the deep learning method,an auxiliary diagnosis Question Answering (QA) system is designed.The paper introduces the design of general framework,EMR database,value network and policy-based network of the system,provides the system operation process.This system can not only help patients to examine their conditions independently,but also provide reference for doctors when they make the diagnosis and treatment schemes.

Heavy-ions have the similar characteristic of depth-dose distribution with protons, but exhibit enhanced physical and radiobiological benefits. With increasing development in technical and clinical research, more facilities are being installed in the world. At the same time, many critical techniques of heavy-ion therapy facility were optimized and completed. This paper classified and reviewed the basic structure of heavy-ion system equipments, especially the accelerator, gantry, nozzle , TPS.
Cancer Care Facilities ; Heavy Ion Radiotherapy ; instrumentation ; Humans ; Neoplasms ; therapy

Purpose: Oligometastatic non–small cell lung cancer (NSCLC) patients have been increasingly regarded as a distinct group that could benefit from local treatment to achieve a better clinical outcome. However, current definitions of oligometastasis are solely numerical, which are imprecise because of ignoring the biological heterogeneity caused by genomic characteristics. Our study aimed to profile the molecular alterations of oligometastatic NSCLC and elucidate its potential difference from polymetastasis. Materials and Methods: We performed next-generation sequencing to analyze tumors and paired peripheral blood from 77 oligometastatic and 21 polymetastatic NSCLC patients to reveal their genomic characteristics and assess the genetic heterogeneity. Results: We found ERBB2, ALK, MLL4, PIK3CB, and TOP2A were mutated at a significantly lower frequency in oligometastasis compared with polymetastasis. EGFR and KEAP1 alterations were mutually exclusive in oligometastatic group. More importantly, oligometastasis has a unique significant enrichment of apoptosis signaling pathway. In contrast to polymetastasis, a highly enriched COSMIC signature 4 and a special mutational process, COSMIC signature 14, were observed in the oligometastatic cohort. According to OncoKB database, 74.03% of oligometastatic NSCLC patients harbored at least one actionable alteration. The median tumor mutation burden of oligometastasis was 5.00 mutations/Mb, which was significantly associated with smoking, DNA damage repair genes, TP53 mutation, SMARCA4 mutation, LRP1B mutation, ABL1 mutation. Conclusion Our results shall help redefine oligometastasis beyond simple lesion enumeration that will ultimately improve the selection of patients with real oligometastatic state and optimize personalized cancer therapy for oligometastatic NSCLC.

Objective To investigate the effect of down-regulating adenosine deaminase acting on RNA-1(AD AR1)on the radiosensitivity of lung adenocarcinoma cells.Methods Lentiviral transfection was used to establish an ADAR1 knockdown cell line based on A549 cells.Then the cells were divided into negative control(shNC)and ADAR1 knockdown(shADAR1)groups,which were followed by a single-dose irradiation of 0 Gy and 6 Gy X-rays.Western blotting and RT-PCR were utilized to detect the expression of AD AR1 at protein and mRNA levels,respectively.CCK-8 assay,wound healing assay and Transwell migration assay were applied to measure cell proliferation and migration abilities.Meanwhile,clone formation assay was performed to detect the effect of down-regulating ADAR1 on the radiosensitivity of A549 cells.Flow cytometry and Western blotting were conducted to detect the expression levels of apoptosis and apoptosis-related proteins Bax and Bcl-2.Immunofluorescence assay and Western blotting were used to detect the expression level of γ-H2AX.Comet assay was performed to detect the level of cellular DNA damage.Twelve female nude mice(4～6 weeks old,weighing 16～18 g)were divided into shNC group,shADAR1 group,shNC+ionizing radiation(IR)group and shADAR1+IR group,with 3 mice in each group.The growth of tumor of different groups was observed with subcutaneous tumorigenesis assay.Results Western blotting and RT-qPCR showed that the protein and mRNA expression of ADAR1 were significantly reduced in A549 shADAR1 cells(P＜0.05).CCK-8 assay,wound healing assay and Transwell migration assay indicated that down-regulation of ADAR 1 inhibited the proliferation and migration abilities of A549 cells,and this inhibition trend became more obvious(P＜0.01)after IR.Cell clone formation assay showed that the clone formation rate of both groups was decreased,with the increase of radiation dose.But the number of formed clones was lower in the shADAR1 group than the shNC group.Flow cytometry and Western blotting displayed that down-regulation of AD AR1 increased the apoptotic rate and Bax expression in A549 cells(P＜0.01)and decreased Bcl-2 expression(P＜0.05),and the apoptotic rate and Bax protein level were further increased in A549 shADAR1 cells after IR(P＜0.01),and the Bcl-2 protein level was further decreased(P＜0.01).The number of γ-H2AX foci and protein level in A549 shADAR1 cells were significantly increased after IR(P＜0.05),and the results of comet assay showed that the DNA damage was more obvious in A549 shADAR1 cells after IR(P＜0.01).Subcutaneous tumorigenesis assay in nude mice showed that the growth of subcutaneous tumour of A549 shADAR1 cells was significantly inhibited after IR(P＜0.01).Conclusion Down-regulation of ADAR1 significantly inhibits the proliferation and migration of A549 cells after IR and promotes apoptosis and DNA damage,and thereby increases the radiosensitivity of lung adenocarcinoma cells.

Objective:To detect serum levels of vitamin A (Vit A), vitamin D(Vit D)25-hydroxy vitamin D[25-(OH)D] and vitamin E(Vit E) in children aged 0-6 years in Tibetan Plateau of Garzi Prefecture, thus providing references for physical examinations and prevention of 4 key diseases (rickets, malnutrition anemia, pneumonia and diarrhea) in children in plateau areas by relevant government departments.Methods:A total of 2 122 children who participated in physical examination in 12 townships of Xiangcheng County and 14 townships of Daocheng County, Garzi Tibetan Autonomous Prefecture, Sichuan Province from April 2017 to April 2019 with 0-6 years old were recruited for surveying physical measurements and collection of venous blood.Serum Vit A and Vit E levels were detected by high performance liquid chromatography.Serum levels of 25-(OH)D were detected by high performance liquid chromatography tandem mass spectrometry.The relationship between Vit A, Vit E and 25-(OH)D levels with the gender, age, seasonal change and altitude was analyzed.Results:The serum Vit A level, subclinical Vit A deficiency rate and marginal vitamin A deficiency rate were(1.05±0.27) μmol/L, 8.15%(173/2 122 cases) and 45.99%(976/2 122 cases), respectively in 2 122 children with 0-6 years old.There were significant differences in the serum Vit A level, the subclinical Vit A deficiency rate and the marginal vitamin A deficiency rate in children with different ages, seasons and altitudes (all P<0.05). The serum level of 25-(OH)D and 25-(OH)D deficiency rate insufficient rate were (24.65±6.45) ng/L, 6.03%(128/2 122 cases) and 16.59%(352/2 122 cases), respectively.There were significant differences in the serum level of 25-(OH)D, 25-(OH)D deficiency rate and 25-(OH)D insufficient rate in children with different ages and seasons (all P<0.05). The mean serum Vit E level, Vit E deficiency rate and Vit E insufficient rate were (7.81±1.74) mg/L, 2.78%(59/2 122 cases) and 29.59%(628/2 122 cases), respectively.There were significant differences in serum Vit E level, Vit E deficiency rate and Vit E insufficient rate in children with different ages and seasons (all P<0.05). The mean serum levels of Vit A and Vit D remained the lowest before the age of 1 year, and their deficiencies at this age were the most significant.The mean serum level of Vit E remained the lowest in >1-2 years old, and its deficiency and insufficient at this age were the most significant.Vit A, D and E levels were significantly affected by seasonal changes, which were significantly higher in the summer than in the spring, autumn and winter.In addition, Vit A and 25-(OH)D were significantly affected by the altitude, which were the lowest above 4 km altitude. Conclusions:The overall serum levels of Vit A, 25-(OH) D and E in children with 0-6 years old in Tibetan Plateau areas of Ganzi Prefecture are lower than those in plain areas.Vit A, 25-(OH) D and Vit E levels significantly differed in the age, season and altitude, which are related to the lack of local resources, insufficient maternal nutrition during pregnancy and insufficient intake after birth, as well as temperature and light caused by changes in local seasons and altitude.Therefore, it is necessary to make reasonable supplements during pregnancy to prevent vitamin deficiency.