1.Application of pretrained model based on electronic medical record in recognition of acute respiratory infection.
Meng Meng JIA ; Xi Zhao LIU ; Li QI ; Pei Xi DAI ; Qin LI ; Minig Yue JIANG ; Wen Ge TANG ; Ming Wei TAN ; Ting Ting LI ; Bin Shan JIANG ; Yu Hua REN ; Jun Li RAO ; Zhao Yang YAN ; Yan Lin CAO ; Wei Zhong YANG ; Hua RAN ; Luzhao FENG
Chinese Journal of Preventive Medicine 2022;56(11):1543-1548
Objective: To evaluate the recognition of acute respiratory infection (ARI) by a pretrained model based on electronic medical records (EMRs). Methods: 38 581 EMRs were obtained from Chongqing University Three Gorges Hospital in December 2021. Bidirectional encoder representation from transformers (BERT) pretrained model was used to identify ARI in EMRs. The results of medical professionals were considered as the gold standard to calculate the sensitivity, specificity, Kappa value, and area under the curve of the receiver operating characteristic (AUC). Results: There were 3 817 EMRs in the test set, with 1 200 ARIs. A total of 1 205 cases were determined as ARI by the model, with a sensitivity of 92.67% (1 112/1 200) and a specificity of 96.45% (2 524/2 617). The model identified ARI with similar accuracy in males and females (AUCs 0.95 and 0.94, respectively), and was more accurate in identifying ARI cases in those aged less than 18 than in adults 18-59 and adults 60 and older (AUCs 0.94, 0.89 and 0.94, respectively). The current model had a better identification of ARIs in outpatient patients than that in hospitalized patients, with AUCs of 0.74 and 0.95, respectively. Conclusion: The use of the BERT pretrained model based on EMRs has a good performance in the recognition of ARI cases, especially for the outpatients and juveniles. It shows a great potential to be applied to the monitoring of ARI cases in medical institutions.
Adult
;
Male
;
Female
;
Humans
;
Electronic Health Records
;
Respiratory Tract Infections/diagnosis*
;
Outpatients
2.Significant down-regulation of growth hormone receptor expression revealed as a new unfavorable prognos- tic factor in hepatitis C virus-related hepatocellular carcinoma
Ching-Chih LIN ; Ta-Wei LIU ; Ming-Lun YEH ; Yi-Shan TSAI ; Pei-Chien TSAI ; Chung-Feng HUANG ; Jee-Fu HUANG ; Wan-Long CHUANG ; Chia-Yen DAI ; Ming-Lung YU
Clinical and Molecular Hepatology 2021;27(2):313-328
Background/Aims:
Growth hormone (GH) is the main regulator of somatic growth, metabolism, and gender dimorphism in the liver. GH receptor (GHR) signaling in cancer is derived from a large body of evidence, although the GHR signaling pathway involved in the prognosis of hepatocellular carcinoma (HCC) in patients with hepatitis C virus (HCV)-related HCC, remains unclear. We aimed to explore the expression of GHR and analyze its association with clinicopathologic features and prognosis of patients with chronic hepatitis C and HCC.
Methods:
The expression of GHR mRNA was investigated by quantitative real-time polymerase chain reaction in paired tumors and adjacent non-tumorous (ANT) liver tissues of 200 patients with chronic hepatitis C and HCC. Western blotting and immunofluorescence assays using the HCV-infected Huh7.5.1 cell model was performed.
Results:
GHR mRNA was significantly lower in HCV-HCC tissues than in corresponding ANT liver tissues. GHR mRNA and protein levels also decreased in the HCV-infected Huh7.5.1 cell model. Notably, lower GHR expression was associated with age of >60 years (P=0.0111) and worse clinicopathologic characteristics, including alpha-fetoprotein >100 ng/mL (P=0.0403), cirrhosis (P=0.0075), vascular invasion (P=0.0052), pathological stage II–IV (P=0.0002), and albumin ≤4.0 g/dL (P=0.0055), which were linked with poor prognosis of HCC. Most importantly, the high incidence of recurrence and poor survival rates in patients with a low ratio of tumor/ANT GHR (≤0.1) were observed, indicating that low expression levels of GHR had great risk for development of HCC in patients with chronic hepatitis C.
Conclusions
Our study demonstrates a significant down-regulation of GHR expression as a new unfavorable independent prognostic factor in patients with chronic hepatitis C and HCC.
3.Significant down-regulation of growth hormone receptor expression revealed as a new unfavorable prognos- tic factor in hepatitis C virus-related hepatocellular carcinoma
Ching-Chih LIN ; Ta-Wei LIU ; Ming-Lun YEH ; Yi-Shan TSAI ; Pei-Chien TSAI ; Chung-Feng HUANG ; Jee-Fu HUANG ; Wan-Long CHUANG ; Chia-Yen DAI ; Ming-Lung YU
Clinical and Molecular Hepatology 2021;27(2):313-328
Background/Aims:
Growth hormone (GH) is the main regulator of somatic growth, metabolism, and gender dimorphism in the liver. GH receptor (GHR) signaling in cancer is derived from a large body of evidence, although the GHR signaling pathway involved in the prognosis of hepatocellular carcinoma (HCC) in patients with hepatitis C virus (HCV)-related HCC, remains unclear. We aimed to explore the expression of GHR and analyze its association with clinicopathologic features and prognosis of patients with chronic hepatitis C and HCC.
Methods:
The expression of GHR mRNA was investigated by quantitative real-time polymerase chain reaction in paired tumors and adjacent non-tumorous (ANT) liver tissues of 200 patients with chronic hepatitis C and HCC. Western blotting and immunofluorescence assays using the HCV-infected Huh7.5.1 cell model was performed.
Results:
GHR mRNA was significantly lower in HCV-HCC tissues than in corresponding ANT liver tissues. GHR mRNA and protein levels also decreased in the HCV-infected Huh7.5.1 cell model. Notably, lower GHR expression was associated with age of >60 years (P=0.0111) and worse clinicopathologic characteristics, including alpha-fetoprotein >100 ng/mL (P=0.0403), cirrhosis (P=0.0075), vascular invasion (P=0.0052), pathological stage II–IV (P=0.0002), and albumin ≤4.0 g/dL (P=0.0055), which were linked with poor prognosis of HCC. Most importantly, the high incidence of recurrence and poor survival rates in patients with a low ratio of tumor/ANT GHR (≤0.1) were observed, indicating that low expression levels of GHR had great risk for development of HCC in patients with chronic hepatitis C.
Conclusions
Our study demonstrates a significant down-regulation of GHR expression as a new unfavorable independent prognostic factor in patients with chronic hepatitis C and HCC.
4.Expression of miR-1269a in ESCC tissues and its effect on malignant biological behaviors of KYSE30 cells
WEI Sisi ; LI Xiaoya ; DONG Pei ; DAI Suli ; ZHANG Cong ; ZHAO Lianmei ; SHAN Baoen
Chinese Journal of Cancer Biotherapy 2019;26(6):623-631
Objective: To investigate the expression of miR-1269a in esophageal squamous cell carcinoma (ESCC) tissues and its effect on the malignant biological behaviors of ESCC KYSE30 cells, as well as to explore the underlying mechanism. Methods: Ninety specimens of ESCC tissues and adjacent para-cancerous tissues were obtained from patients underwent surgery in Fourth Hospital, Hebei Medical University. In addition, normal esophageal immortalized epithelial cells and esophageal cancer cell lines were also collected. The expression level of miR-1269a in above mentioned tissues and cell lines was examined by Real-time fluorescent quantitative PCR. After being transfected with miR-1269a mimics and inhibitors, the effects of miR-1269a on proliferation, migration, invasion and colony formation of KYSE30 cells were detected by MTS, Transwell and colony formation assay, respectively. The bioinformatics tool was used to predict the possible target genes of miR-1269a. Then the regulation effect of miR-1269a on target gene expression was validated by WB and Dual-luciferase reporter assay. After being transfected with SOX6 plasmid, the effects of SOX6 on the proliferation, migration, invasion and colony formation of KYSE30 cells were detected by MTS, Transwell and colony formation assay, respectively. At last, rescue assay was used to confirm the results. Results: The expression level of miR-1269a in ESCC tissues was significantly higher than that in adjacent para-cancerous tissues (P<0.05), and the expression level of miR-1269a in ESCC cell lines was significantly elevated compared with the normal epithelial cells (P<0.05 or P<0.01). The capacities of proliferation, invasion, migration and colony formation of KYSE30 cells in miR-1269a mimics transfection group were obviously higher than those in mimics NC group, while those abilities in miR-1269a inhibitor transfection group were significantly lower than those in inhibitor NC group (P<0.05 or P<0.01). Bioinformatics analysis showed that miR-1269a could combine with 3’UTR region at SOX6 gene; and after miR-1269a over-expression, the expression level of SOX6 and luciferase activity in KYSE30 cells were significantly reduced (P<0.05). Rescue assay showed that miR1269a over-expression could promote the proliferation, invasion and migration of KYSE 30 cells, while simultaneous transfection of SOX6 could partially reverse the promotion effect of miR-1269a mimics. Conclusion: The expression level of miR-1269a in ESCC tissues and cell lines is significantly increased, and it could enhance proliferation, migration, invasion and colony formation of KYSE30 cell line.And its mechanism may be related to the suppression of its target gene SOX6.
5. Effect of Puerarin in Reducing Insulin Resistance in HepG2 Cells via PI3K/Akt/GSK-3β Signal Transduction Pathway
Zi-yang DAI ; Yu-shan DONG ; Pei-jie DING ; Yu-yang YANG ; Chen-guang DU ; Ya WANG ; Cai-jian HE
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(12):77-82
Objective: To observe the effect of puerarin on phosphatidylinositol 3-kinase (PI3K), protein kinase B (Akt) and glycogen synthase kinase-3β (GSK-3β) in insulin resistant HepG2 cells. Method: HepG2 cells were treated with palmitic acid 0.5 mmol·L-1 and insulin 9×10-4 U·L-1 to induce insulin resistant condition for 24 h. Cell viability was detected by methyl thiazolyl tetrazolium (MTT) assay to determine the concentration of puerarin. This experiment included normal control group, model control group and puerarin groups of different doses (40, 80, 160,320 μg·L-1). Glucose detection kit was used to detect the content of glucose in cell culture supernatant. Tumor necrosis factor alpha (TNF-α) and interleukin-6 (IL-6) levels in supernatant of cell culture medium were detected by enzyme-linked immunosorbent assay (ELISA). Hepatic glycogen assay kit was used for detecting the hepatic glycogen content in HepG2 cells. Western blot was applied to detect protein expression levels of PI3K, Akt, p-Akt, GSK-3β and p-GSK-3β. Result: Compared with those in the normal control group, the glucose consumption rate was significantly down-regulated in HepG2 cells in the model control group (P<0.05), the intracellular glycogen content was decreased (P<0.05), the content of TNF-α and IL-6 were increased in supernatant of cell culture medium (P<0.05), PI3K protein level was decreased, Akt phosphorylation level was down-regulated (P<0.05), and GSK-3β protein expression was up-regulated (P<0.05). Compared with those in the model control group, in the puerarin groups, the glucose consumption rate was increased in a dose-dependent manner (P<0.05), the intracellular glycogen content was increased, the contents of TNF-α and IL-6 were reduced in supernatant of cell culture medium (P<0.05), PI3K protein expression was enhanced, Akt phosphorylation level was up-regulated (P<0.05), GSK-3β protein expression was down-regulated, but its phosphorylation inactivation was increased (P<0.05). Conclusion: Puerarin alleviates the insulin resistance of HepG2 cells by strengthening the PI3K/Akt/GSK-3β signal transduction process and increasing the glycogen content in hepatocytes.
6.Chinese Trauma Surgeon Association for management guidelines of vacuum sealing drainage application in abdominal surgeries-Update and systematic review.
Yang LI ; Pei-Yuan LI ; Shi-Jing SUN ; Yuan-Zhang YAO ; Zhan-Fei LI ; Tao LIU ; Fan YANG ; Lian-Yang ZHANG ; Xiang-Jun BAI ; Jing-Shan HUO ; Wu-Bing HE ; Jun OUYANG ; Lei PENG ; Ping HU ; Yan-An ZHU ; Ping JIN ; Qi-Feng SHAO ; Yan-Feng WANG ; Rui-Wu DAI ; Pei-Yang HU ; Hai-Ming CHEN ; Ge-Fei WANG ; Yong-Gao WANG ; Hong-Xu JIN ; Chang-Ju ZHU ; Qi-Yong ZHANG ; Biao SHAO ; Xi-Guang SANG ; Chang-Lin YIN
Chinese Journal of Traumatology 2019;22(1):1-11
Vacuum sealing drainage (VSD) is frequently used in abdominal surgeries. However, relevant guidelines are rare. Chinese Trauma Surgeon Association organized a committee composed of 28 experts across China in July 2017, aiming to provide an evidence-based recommendation for the application of VSD in abdominal surgeries. Eleven questions regarding the use of VSD in abdominal surgeries were addressed: (1) which type of materials should be respectively chosen for the intraperitoneal cavity, retroperitoneal cavity and superficial incisions? (2) Can VSD be preventively used for a high-risk abdominal incision with primary suture? (3) Can VSD be used in severely contaminated/infected abdominal surgical sites? (4) Can VSD be used for temporary abdominal cavity closure under some special conditions such as severe abdominal trauma, infection, liver transplantation and intra-abdominal volume increment in abdominal compartment syndrome? (5) Can VSD be used in abdominal organ inflammation, injury, or postoperative drainage? (6) Can VSD be used in the treatment of intestinal fistula and pancreatic fistula? (7) Can VSD be used in the treatment of intra-abdominal and extra-peritoneal abscess? (8) Can VSD be used in the treatment of abdominal wall wounds, wound cavity, and defects? (9) Does VSD increase the risk of bleeding? (10) Does VSD increase the risk of intestinal wall injury? (11) Does VSD increase the risk of peritoneal adhesion? Focusing on these questions, evidence-based recommendations were given accordingly. VSD was strongly recommended regarding the questions 2-4. Weak recommendations were made regarding questions 1 and 5-11. Proper use of VSD in abdominal surgeries can lower the risk of infection in abdominal incisions with primary suture, treat severely contaminated/infected surgical sites and facilitate temporary abdominal cavity closure.
Abdomen
;
surgery
;
China
;
Drainage
;
methods
;
Evidence-Based Medicine
;
Humans
;
Practice Guidelines as Topic
;
Societies, Medical
;
organization & administration
;
Surgical Wound Infection
;
prevention & control
;
Traumatology
;
organization & administration
;
Vacuum
7.Modeling and biological effects of radiation-induced xerostomia
xia Bi LI ; yi Qian CHEN ; hui Zhen DAI ; yun Jing YE ; jing Wen WANG ; Shan CHEN ; peng Jia ZHANG ; yi Pei CHEN
Chinese Journal of Tissue Engineering Research 2017;21(32):5164-5169
BACKGROUND: There is little information available in the mechanism of radiation-induced salivary gland injury, and its treatment and prevention are still at the exploratory stage.OBJECTIVE: To establish a rat model of radiation-induced xerostomia with 18 Gy electron beam and to observe the pathological changes of the submandibular gland and changes in saliva ingredients.METHODS: Totally 115 Wistar rats were randomly divided into exposure and control groups: the rats in the exposure group were subjected to anesthesia, and the submandibular gland received 18 Gy electron beam radiation to establish the model of radiation-induced xerostomia. The rats in the control group were only anesthetized but not exposed to radiation. The water intake was recorded at 21 dys after modeling. The saliva was collected and the submandibular gland was removed at 1, 3, 7, 14, 21, 28, 35 and 42 days to detect the saliva volume and submandibular gland index,and the morphological changes of the submandibular gland were observed by hematoxylin-eosin staining.RESULTS AND CONCLUSION: At 1-21 days after modeling, the average daily water intake was (6.42±1.91) mL in the exposure group and (4.82±1.20) mL in the control group, respectively (P < 0.05). During 42 days after modeling, the saliva secretion volume in the exposure group was lower than that in the control group, which was the lowest on day 7,and the difference was significant at 7, 21, 28 and 42 days after modeling between two groups (P < 0.05). The submandibular gland index in the exposure group was significantly lower than that in the control group at 1 and 21-42 days after modeling (P < 0.05). Hematoxylin-eosin staining results showed that in the exposure group, the rat submandibular gland appeared with inflammatory infiltration, glandular atrophy and karyopyknosis that were aggravated with time until day 42. To conclude, the rat model of radiation-induced xerostomia is established successfully with 18 Gy beam, characterized as increased water intake, decreased saliva volume and progressive aggravation of pathological injury of the submandibular gland.
8.Evolution, characteristics and enlightenment of self-innovation of traditional Chinese medicine industry.
Zhi-pei FENG ; Qun-shan TAO ; Dai-yin PENG ; Hua WEI
China Journal of Chinese Materia Medica 2015;40(11):2252-2257
Traditional Chinese medicine industry is China's strategic emerging industry with great potential for self-innovation. Traditional Chinese medicine industry has successively experienced four stages which are the foundation (laying stage), the core status (establishing stage), the modern system (exploring stage), and the modernization system (constructing stage). Throughout the evolution of the self-innovation in traditional Chinese medicine industry, it presents distinct characteristics which we can explore the beneficial enlightenment.
Drug Industry
;
Medicine, Chinese Traditional
9.Active and passive smoking with breast cancer risk for Chinese females: a systematic review and meta-analysis.
Chuan CHEN ; Yu-Bei HUANG ; Xue-Ou LIU ; Ying GAO ; Hong-Ji DAI ; Feng-Ju SONG ; Wei-Qin LI ; Jing WANG ; Ye YAN ; Pei-Shan WANG ; Yao-Gang WANG ; Ke-Xin CHEN
Chinese Journal of Cancer 2014;33(6):306-316
Previous studies suggested that smoking and passive smoking could increase the risk of breast cancer, but the results were inconsistent, especially for Chinese females. Thus, we systematically searched cohort and case-control studies investigating the associations of active and passive smoking with breast cancer risk among Chinese females in four English databases (PubMed, Embase, ScienceDirect, and Wiley) and three Chinese databases (CNKI, WanFang, and VIP). Fifty-one articles (3 cohort studies and 48 case-control studies) covering 17 provinces of China were finally included in this systematic review. Among Chinese females, there was significant association between passive smoking and this risk of breast cancer [odds ratio (OR): 1.62; 95% confidence interval (CI): 1.39-1.85; I2 = 75.8%, P < 0.001; n = 26] but no significant association between active smoking and the risk of breast cancer (OR: 1.04; 95% CI: 0.89-1.20; I2 = 13.9%, P = 0.248; n = 31). The OR of exposure to husband's smoking and to smoke in the workplace was 1.27 (95% CI: 1.07-1.50) and 1.66 (95% CI: 1.07-2.59), respectively. The OR of light and heavy passive smoking was 1.11 and 1.41, respectively, for women exposed to their husband's smoke (< 20 and ≥ 20 cigarettes per day), and 1.07 and 1.87, respectively, for those exposed to smoke in the workplace (< 300 and ≥ 300 min of exposure per day). These results imply that passive smoking is associated with an increased risk of breast cancer, and the risk seems to increase as the level of passive exposure to smoke increases among Chinese females. Women with passive exposure to smoke in the workplace have a higher risk of breast cancer than those exposed to their husband's smoking.
Breast Neoplasms
;
China
;
Cohort Studies
;
Female
;
Humans
;
Occupational Exposure
;
Odds Ratio
;
Risk Factors
;
Smoking
;
Tobacco Smoke Pollution
10.Effect of extended release of posterior clearance on flexion clearence and range of motion of the knee in total knee arthroplasty.
Fan-lin DAI ; Hai-shan WU ; Yu-li WU ; Pei-liang FU ; Hui ZHAO ; Liang LI ; Lei ZHANG
Chinese Journal of Surgery 2013;51(2):152-156
OBJECTIVETo observe the change of clearance and range of joint improved situation during total knee arthroplasty (TKA) by operating extended release manipulation of the posterior knee clearance.
METHODSA total of 120 patients with knee osteoarthritis undergoing unilateral TKA from March 2010 to March 2012 were equally randomized prospectively assigned to the experimental group and control group, each 60 cases. There were 46 male and 74 female patients, the mean age was 63.6 years (range from 49 to 75 years). After the osteotomy of the tibia and the femoral condyle and before the release of soft tissue intraoperation, patients in experimental group were taken the extended release manipulation of the posterior knee clearence while the control group were cleaned the osteophyte of the posterior condyle only, 2-sided paired t test was used to compare the clearence intraoperation and the time to flexion angle of 90° and 120° and the maximum angle after 3 months' follow-up.
RESULTSThere was no significant difference of the index between the experimental group and control group (P > 0.05). Between experimental group and control group, the difference was significant in extention clearance ((18.9 ± 1.5) mm vs. (17.9 ± 1.6) mm, t = 3.53, P < 0.01) intraoperation, and no significant difference in flexion clearance ((20.7 ± 1.8) mm vs. (20.2 ± 1.9) mm, t = 1.48, P > 0.05). It took longer time for the knee flexion range of motion to 90°(t = 10.2399, P < 0.01) or 120°(t = 11.142, P < 0.01) of the control group than that of the experimental group, and the difference of the maximum range of motion between experimental group and control group was significant statistically at the 3-months follow-up (t = 4.4255, P < 0.01). All the patients were followed up for 3 - 24 months, average of 14.6 months, no femoral component loosening happened.
CONCLUSIONSExtended release of the posterior knee clearance benefits the knee extension clearence intraoperation and functional exercise of range of motion postoperation, while it is no meaning to the flexion clearence.
Aged ; Arthroplasty, Replacement, Knee ; Female ; Humans ; Joint Capsule Release ; methods ; Knee Joint ; physiopathology ; surgery ; Male ; Middle Aged ; Osteoarthritis, Knee ; physiopathology ; surgery ; Osteotomy ; Range of Motion, Articular ; Treatment Outcome

Result Analysis
Print
Save
E-mail