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.

To study the mechanism of CAIMA (Computer assisted instant monitoring drug administration), atracurium, a new non - depolarizing muscle relaxant was used in isolated rat diaphragm. The doses and administration rate were precisely controlled by using an improved flowing-bath system. The results showed that with increasing drug concentration, onset time shortened,over-shoot time prolonged, initial recovery rate reduced and onset rate, over-shoot extent and recovery index increased. The over-shoot existed at any pharmacologically effective concentrations and it was positively correlated to drug concentration. As a result of need-dependent and intermittent (pulsatil) drug administration, one maximally profited effect from over-shoot, that is, the effect could be maintained with over-shoot at the administration interval. Hence, the total dose could be dramatically reduced. Furthermore, for a given effect, it needs lower drug concentration with CAIMA than with classical methods and so the effect was nuch more stable.

Objective: To investigate the awareness of nutrition and health knowledge among adult residents in Hangzhou City, so as to provide insights into improving human nutrition and health. Methods: The permanent residents at ages of 18 to 64 years were sampled using a multi-stage stratified random sampling method from 13 counties (districts) of Hangzhou City from June to July, 2021. Participants' demographics and awareness of nutrition and health knowledge were collected using the Questionnaire on Nutrition and Health Knowledge among Chinese Adult Residents, and the awareness of nutrition and health knowledge was analyzed among participants with different demographic features. Results: A total of 5 106 questionnaires were allocated, and 4 920 valid questionnaires were recovered, with an effective recovery rate of 96.36%. The respondents included 2 575 men (52.34%) and 2 345 women (47.66%), and had a mean age of (39.89±12.85) years. The median score of nutrition and health knowledge was 67.50 (interquartile range, 16.50) points, and the awareness of nutrition and health knowledge was 24.49%, while the awareness of dietary recommendation, food characteristics, nutrition and disease, food choice and food safety was 15.89%, 16.77%, 54.17%, 26.36% and 60.69%, respectively. The awareness of nutrition and health knowledge was significantly lower among men than among women (21.01% vs. 28.32%, P<0.05), and among urban residents than among rural residents (22.94% vs. 27.34%, P<0.05). There were significant differences in the awareness of nutrition and health knowledge among residents in terms of age, occupation and educational level (P<0.05). Conclusions Age, gender, region, occupation and educational level may affect the awareness of nutrition and health knowledge among adult residents in Hangzhou City. Health education about nutrition and health knowledge requires to be reinforced with adaptations to characteristics of residents.

Background and purpose:The young breast cancer patients were treated with goserelin without individualized regimen, and lack of available clinical marker. The aim of this study was to investigate the role of anti-Müllerian hormone (AMH) in evaluation of individualized treatment of ovarian function suppression in the young breast cancer patients.Methods:Forty-one young patients with estrogen receptor (ER) and progesterone receptor (PR) positive breast cancer from May 2012 to Jan. 2014 were randomly divided into 2 groups to undergo radical resection of breast cancer. According to postoperative treatment, one group was treated with goserelin + chemotherapy (n=20), and the other group received chemotherapy alone (n=21). Thirty female patients in the same age group were selected as normal control group. The time of menopause and menstrual recovery after the goserelin + chemotherapy or chemotherapy alone were observed in 2 groups. In early follicular phase (day 3-5) of the cycle preceding the operation and 3, 6 courses after the goserelin + chemotherapy treatment or chemotherapy treatment, serum levels of AMH, FSH and E2 were measured in 2 groups. Accordingly, serum levels of AMH, FSH and E2 were evaluated as well in normal control group.Results:There were no signiifcant differences in preoperative general conditions and preoperative serum FSH and E2 levels among the 3 groups (P>0.05). Compared with normal control group, the preoperative serum AMH levels of young breast cancer patients were decreased signiifcantly (P=0.04). The menopause time and menstrual recovery time in 2 chemotherapy groups were signiifcantly shorter than that in normal control group (P=0.00). Compared with normal control group and preoperative measurement, the differences in serum FSH and E2 levels were not statistically significant in goserelin + chemotherapy group or chemotherapy alone group (P<0.05). The serum AMH levels measured at different time points of the goserelin + chemotherapy group and chemotherapy alone group were decreased signiifcantly (P<0.05). Compared with the chemotherapy group, the serum AMH levels of the goserelin + chemotherapy group after 6 courses were signiifcantly decreased, and then signiifcantly increased 6 months after menstrual recovery (P<0.05).Conclusion:This study demonstrated that the serum AMH levels were obviously decreased after the ovarian function suppression treatment and increased after the menstrual recovery compared with evaluation of other ovarian reserve index. The serum AMH level could suggest ovarian reserve damage even after ovarian function has recovered to the noticeable level. Thus, AMH could be used clinically to evaluate the ovarian reserve of breast cancer patients as a potential marker for the individualized ovarian function suppression treatment in young breast cancer patients.

Objective:To investigate the distribution of four polyphyllins in different parts of paris polyphylla by means of compa-ring the contents of relative constituents in paridis rhizome and fibril to provide reference for comprehensive exploitation and utilization of paris polyphylla. Methods:Paris polyphylla samples were collected from Wudang mountain area and Shennongjia forest area. The contents of main secondary metabolites including polyphillinⅠ,Ⅱ,Ⅵ andⅦin paridis rhizome and fibril were evaluated by HPLC. Results:The four polyphyllins contents had obvious differences in different parts of polyphylla. The total content of four polyphillins in fibril was significantly higher than that in rhizome. Diosgenin compositions had no significant difference in the two parts, and the con-tents of pennogenin compositions in fibril showed significantly higher than those in rhizome. Conclusion:As for the main chemical com-positions contained in polyphylla, there is chemistry equality between fibril and rhizome, thus both of them can be used for medicine. However, as for the contents of four steroidal saponins, the distribution of secondary metabolites has obvious difference between fibril and rhizome, and the result may be caused by steroidal saponins transferred to rhizome for storage after the synthesis in fibril.

The purpose of this article is to evaluate the role of quantitative margin features in the computer-aided diagnosis of malignant and benign solid breast masses using sonographic imaging. The tumour was seperated by the expert. Three contour features circurity (C), area ratio (A) and length width ratio (LWR) was caculated from the tumour contour. Then back-propagation (BP) neural network with contour features was used to classify tumors into benign and malignant. Results from 119 ultrasonic images have been applied in this experiment. BP neural network yielded the following results: 89.7% and 73.5% respectively. The methods applied in this paper are helpful to raise the correctance of breast cancer diagnosis.
Breast Neoplasms ; diagnostic imaging ; pathology ; Female ; Humans ; Image Processing, Computer-Assisted ; methods ; Neural Networks (Computer) ; Ultrasonography

OBJECTIVETo investigate the anti-cancer effect of low-molecular-weight heparin (LMWH) combined with doxorubicin and explore the mechanism.

METHODSHepatocellular cancer HepG2 cells exposed to LMWH, doxorubicin, or both were evaluated for cell viability with MTT assay and for changes in their migration ability using wound healing assay and Transwell migration assay. The changes in cellular expressions of matrix metalloproteinase-9 (MMP-9) and MMP-2 mRNA and proteins were analyzed with quantitative real-time PCR (qRT-PCR) and Western blotting, and ELISA was used to determine heparanase (HPA) concentration in the cell culture medium.

RESULTSHepG2 cells exhibited suppressed proliferation in response to LMWH and doxorubicin treatments. The combined treatment caused a significantly higher inhibition rate of cell migration than LMWH and doxorubicin alone. LMWH enhanced doxorubicin-induced down-regulation of MMP-9, MMP-2 and HPA in the cells.

CONCLUSIONSLMWH can enhance the inhibitory effect of doxorubicin on the migration of HepG2 cells, the mechanism of which may involve the down-regulation of MMP-9, MMP-2 and HPA expressions.

Cell Movement ; drug effects ; Cell Survival ; Down-Regulation ; Doxorubicin ; pharmacology ; Glucuronidase ; chemistry ; Hep G2 Cells ; Heparin, Low-Molecular-Weight ; pharmacology ; Humans ; Liver Neoplasms ; pathology ; Matrix Metalloproteinase 2 ; metabolism ; Matrix Metalloproteinase 9 ; metabolism ; Neoplasm Invasiveness ; RNA, Messenger ; Real-Time Polymerase Chain Reaction

OBJECTIVETo detect the expression of cytokines by acute promyelocytic leukemia (APL) cells before and after exposure to arsenic trioxide.

METHODSDiagnoses were performed according to the FAB cytological classification criteria and cytogenetic criteria. Bone marrow or blood samples from APL patients were collected in heparinized tubes, then primary APL cells were separated by traditional Ficoll-Hypaque density centrifugation and purified after adherence to plastic surfaces. IL-1(beta), IL-6, IL-8, TNF alpha and G-CSF levels in the leukemia cell culture supernatants were detected by ELISA. At the same time, nitro blue tetrazolium (NBT) reduction test was used to detect the differentiation of APL cells.

RESULTSAfter 96 hours exposure to arsenic trioxide, 10 - 6 mol/L in vitro or 10 mg/d in vivo, APL cells showed a significant increase of IL-1(beta) (P < 0.05) and G-CSF (P < 0.05) production, and a significant decrease of IL-6 (P < 0.05) and IL-8 (P < 0.05). However, there was no obvious variation of TNF alpha when compared with APL cells without exposure to arsenic trioxide. On the other hand, the proliferation ratio of APL cells in vitro was statistically correlated to the IL-1(beta) secretion ratio or G-CSF secretion ratio. The cell number ratio in patients with detectable IL-1(beta) or G-CSF was higher than that without detectable IL-1(beta) or G-CSF.

CONCLUSIONIL-1(beta) and G-CSF secretion may play an important role in the proliferation of APL cells after exposure to arsenic trioxide.

Arsenicals ; pharmacology ; Cells, Cultured ; Cytokines ; secretion ; Granulocyte Colony-Stimulating Factor ; secretion ; Humans ; Interleukin-1 ; secretion ; Interleukin-6 ; secretion ; Interleukin-8 ; secretion ; Leukemia, Promyelocytic, Acute ; metabolism ; Oxides ; pharmacology ; Tumor Necrosis Factor-alpha ; secretion

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.