1.Effect of hyperventilation on cerebral blood flow, brain metabolism and cerebral perfusion in patients with traumatic brain injury by PETCO2 monitoring
Qin-Hao LI ; Gui-Feng ZHU ; Wen-Juan ZHANG ; Xiao-Na GONG ; Rao-Rao ZHOU ; Xue-Mei QI ; Peng LIU
Chinese Journal of Neuromedicine 2012;11(12):1260-1262
Objective To investigate the effect ofhyperventilation on cerebral blood flow,brain metabolism and cerebral perfusion in patients with traumatic brain injury by end tidal pressure of CO2 (PETCO2) monitoring.Methods Seventy patients with traumatic brain injury,admitted to our hospital from January 2009 to June 2012 and performed decompressive craniectomy,were chosen in our study; they were randomly divided into group A and group B (n=35); patients in the group A accepted PETCO2 within 20-25 mm Hg and arterial partial pressure of carbon dioxide (PaCO2) within 22-25 mm Hg,and patients in the group B received PETCO2 within 25-30 mm Hg and PaCO2 within 30-45 mm Hg.The blood gas pressure,mean artery pressure,cerebral oxygen partial pressure,cerebral perfusion pressure,cerebral oxygen supply and demand balance,and changes of neuron specific enolase (NSE),glucose and lactic acid were compared between the two groups at the beginning of craniectomy.Results The PaCO2 level,mean artery pressure,intracranial pressure,and levels of NSE,glucose and lactic acid in group A were significantly lower than those in group B (P<0.05); while the brain oxygen partial pressure,cerebral perfusion pressure,arterial oxygen content (CaO2),venous oxygen content (CjvO2) and cerebral oxygen uptake rate (CERO2) showed no significant difference between the two groups (P>0.05).Conclusion PETCO2 controlling within 20-25 mm Hg can effectively maintain the cerebral blood perfusion and cerebral oxygen supply and demand balance of the patients; it can also reduce the pathological metabolite effect on the brain tissue; therefore,its clinical value is worthy for attention.
2.A description on the Chinese national nutrition and health survey in 2002.
Li-ming LI ; Ke-qin RAO ; Ling-zhi KONG ; Chong-hua YAO ; Hong-ding XIANG ; Feng-ying ZHAI ; Guan-sheng MA ; Xiao-guang YANG ; null
Chinese Journal of Epidemiology 2005;26(7):478-484
OBJECTIVETo describe the status of nutrition and health related indices in the Chinese population.
METHODSA stratified multi-stage cluster sampling was used from 31 provinces, autonomous regions, and municipalities. The survey was done in 2002, including data gathered from questionnaires, interviews, physical examinations, measurement of biochemical indices, and dietary investigation.
RESULTSCereals accounted for 48.5% of all the sources of energy in urban and 61.4% in rural populations. Daily mean percentages of calories for total fat were 35.0% in urban and 27.5% in rural areas. The prevalence rates of stunting and underweight were 14.3% and 7.8% respectively in young children under 5-year-old. The prevalence of vitamin A deficiency was 9.3% in Chinese children aged 3-12 years old. The total prevalence of anemia was 15.2% in general population of all ages. The prevalence of anemia in young adults was significantly higher in women than in men. The total prevalence rates of overweight and obesity were 17.6% and 5.6%, respectively. The prevalence rates of hypertension, diabetes, hypercholesteremia, hypertriglyceridemia, or low serum high density lipoprotein cholesterol were 18.8%, 2.6%, 2.9%, 11.9%, 7.4% respectively in Chinese adults aged 18 and over. The rates of awareness, treatment, and under control among hypertensives were 30.2%, 24.7%, and 25.0%, respectively. Significant regional and age differences were revealed in the dietary habit and the prevalence of various diseases. The prevalence of diseases associated with malnutrition were higher in rural than in urban areas. In contrast, the prevalence of conditions associated with overconsumption and inappropriate dietary patterns were higher in urban than in rural populations.
CONCLUSIONChinese people were currently suffering from both problems on nutrition related issues and burdens of diseases which were characterized in nutrient deficiencies and overconsumption, malnutrition and noncommunicable conditions associated with overconsumption and inappropriate diet. The difference of nutrition and health status between rural and urban people was also seen.
Adolescent ; Adult ; Anemia ; epidemiology ; Child ; Child, Preschool ; China ; Chronic Disease ; epidemiology ; Diabetes Mellitus ; epidemiology ; Diet ; statistics & numerical data ; Eating ; Energy Intake ; Female ; Growth and Development ; Health Surveys ; Humans ; Hypertension ; epidemiology ; Infant ; Lipids ; blood ; Male ; Middle Aged ; Nutrition Surveys ; Obesity ; epidemiology ; Pregnancy ; Vitamin A Deficiency ; epidemiology ; Young Adult
3.Immunohistochemical study of perivascular epithelioid cell neoplasms.
Qiu-Yuan XIA ; Qiu RAO ; Qin SHEN ; Biao LIU ; Li LI ; Qun-Li SHI ; Shan-Shan SHI ; Bo YU ; Ru-Song ZHANG ; Heng-Hui MA ; Zhen-Feng LU ; Xuan WANG ; Pin TU ; Xiao-Jun ZHOU
Chinese Journal of Pathology 2013;42(6):381-385
OBJECTIVETo study the clinicopathologic features, immunophenotype and genetic changes of perivascular epithelioid cell neoplasms (PEComa).
METHODSA total of 25 cases of PEComa located in various anatomic sites were selected for immunohistochemical staining (SP or EnVision method). TFE3 fluorescence in-situ hybridization was also performed to determine the TFE3 gene status.
RESULTSThe age of patient ranged from 21 to 61 years (mean = 43 years). The male-to-female ratio was 1: 1.3. Histologically, 22 cases represented conventional angiomyolipomas, composed of a mixture of adipose tissue, spindle element, epithelioid smooth muscle cells and abnormal thick-walled blood vessels in various proportions. Three cases involving lung, soft tissue and broad ligament had subtle but distinctive morphologic features. Nested or sheet-like architecture with epithelioid or spindle cells was observed. Immunohistochemical study showed that HMB 45, melan A, smooth muscle actin and cathepsin K were expressed in 80% (20/25), 88% (22/25), 88% (22/25) and 100% (25/25) of PEComa, respectively. Within positive cases, the average proportion of positive tumor cells was 36%, 41%, 35% and 90% respectively for HMB 45, melan A, smooth muscle actin and cathepsin K. TFE3 was negative in all of the 22 renal and hepatic PEComa studied, while it was positive in the 3 cases of extra-hepatorenal PEComa. None of the 25 cases exhibited evidence of TFE3 gene fusion or amplification.
CONCLUSIONSExtra-hepatorenal PEComa have distinctive morphologic features and are associated with TFE3 overexpression. Cathepsin K immunostaining demonstrates high sensitivity and specificity in PEComa, better than other commonly employed immunomarkers. This marker is thus useful in diagnosis of PEComa and distinction with other neoplasms.
Actins ; metabolism ; Adult ; Angiomyolipoma ; metabolism ; pathology ; Basic Helix-Loop-Helix Leucine Zipper Transcription Factors ; genetics ; metabolism ; Cathepsin K ; metabolism ; Female ; Humans ; Immunohistochemistry ; Kidney Neoplasms ; metabolism ; pathology ; Liver Neoplasms ; metabolism ; pathology ; MART-1 Antigen ; metabolism ; Male ; Melanoma-Specific Antigens ; metabolism ; Middle Aged ; Perivascular Epithelioid Cell Neoplasms ; metabolism ; pathology ; Young Adult
4.Primary mediastinal germ cell tumors: the clinicopathologic analysis of 56 cases
Li CAI ; Ru-Song ZHANG ; Shan-Shan SHI ; Nan WU ; Zhen-Feng LU ; Qun-Li SHI ; Qiu RAO ; Qin SHEN
Chinese Journal of Clinical and Experimental Pathology 2018;34(2):162-166
Purpose To investigate the clinicopathologic features of primary mediastinal germ cell tumors and to improve the diagnosis and treatment guidance. Methods The clinical features, histologic findings, molecular detection and biological behaviors of 56 PMGCT cases were analyzed retrospectively. Results The age of patients ranged from 9 to 48 years (median age 29.1 years), and mature teratoma(76.8%, 43/56) were the most common type.3 cases of mature teratoma were prepubertal patients.53 cases of postpubertal patients included 40 cases of mature teratoma, 2 cases of nonmature teratoma, 2 cases of yolk sac tumor, 5 cases of seminoma, 4 cases of mixed germ cell tumor. All malignant PMGCTs were male, and mature teratoma was found in the female. Histopathologic morphology and immune phenotype of primary mediastinal germ cell tumors were consistent with those of sexual gland. The isochromosome 12p was detected in various component of malignant GCTs, not in mature teratoma. All patients underwent surgical resection, with additional chemotherapy for malignant germ cell tumor cases. The prognosis of mature teratoma regardless of prepubertal or postpubertal patients was benign, but PMGCTs (except mature teratoma) of postpubertal type were malignant. Conclusion Primary mediastinal germ cell tumors are rare and mature teratoma is most common. The malignant PMGCTs mostly occur in young men. The abnormal 12p detected by FISH is helpful to differential diagnosis and guide the treatment.
5.Distribution of pathogenic bacteria and indoor environmental risk factors for children with pneumonia in Ankang and surrounding areas from 2019 to 2021
Xiao-liu QIN ; Wen-xu RAO ; Feng SUN ; Xiao-lei MA ; Xue ZHANG
Journal of Public Health and Preventive Medicine 2022;33(5):95-99
Objective To explore the distribution of pathogenic bacteria and indoor environmental risk factors for children with pneumonia in Ankang and surrounding areas from 2019 to 2021. Methods The case data of infants within 100 days who were treated in the Neonatology Department in Ankang Central Hospital from February 2019 to December 2021 were collected and screened, and 378 infants with pneumonia who met the criteria were included in the study. Children's illness-related condition are reported by their parents. This study investigates and analyzes the pathogenic bacteria of pneumonia in the included patients, and analyzed the risk factors of the indoor environment. Results The pathogenic bacteria of 378 children were 95 (25.13%) Streptococcus pneumoniae, 76 (20.11%) Haemophilus influenzae, 71 (18.78%) Staphylococcus aureus, Pseudomonas aeruginosa and Escherichia coli. 37 strains (9.79%), 23 strains (6.08%) of Klebsiella pneumoniae, 17 strains (4.50%) of Chlamydia pneumoniae, 11 strains (2.91%) of Legionella, and 11 strains (2.91%) of other strains. The resistance rate of Streptococcus pneumoniae to clindamycin, penicillin and tetracycline was more than 90.0%, and the resistance rate of Staphylococcus aureus to penicillin, clindamycin, erythromycin and ampicillin was more obvious (more than 90.00%). The resistance rate of Haemophilus influenzae to ampicillin, compound sulfaoxazole and cefaclor was above 70.00%. The resistance rate of Escherichia coli to piperacillin, amoxicillin/clavulanate, cefoxitin, ceftazidime, cefepime and cefuroxime sodium was more than 70.00%. The resistance rate of Pseudomonas aeruginosa to ceftazidime and cefoxitin was over 75.00%. Renovation of the main dwelling or acquisition of new furniture between the mother's pregnancy and the child's diagnosis of pneumonia, passive smoking from the mother's pregnancy to the current dwelling, household insects (flies, mosquitoes, or cockroaches), prolonged and persistent dampness (even visible mold) in the dwelling, use of coal for cooking, and prolonged and persistent flowering plants in the dwelling were independent risk factors for the development of pneumonia in children in the indoor environment. Conclusions Streptococcus pneumoniae, Haemophilus influenzae and Staphylococcus aureus are the main pathogens of childhood pneumonia in Ankang and surrounding areas from 2019 to 2021, and the drug resistance of the main pathogens is relatively obvious. Parents should actively improve their children's indoor living environment to reduce the incidence of pneumonia by eliminating insect vectors, reducing interior decoration, purchasing new furniture, moist and moldy environments and flowering plants, avoiding passive smoking and cooking with coal, and reducing pet ownership.
6.Efficacy and safety of yimitasvir phospha combined with sofosbuvir in patients with chronic hepatitis C virus infection
Bifen LUO ; Jinglan JIN ; Huiying RAO ; Qin NING ; Jinlin HOU ; Lang BAI ; Yongfeng YANG ; Sujun ZHENG ; Xiaorong MAO ; Jun10 QUAN ; Dongliang YANG ; Lunli ZHANG ; Caiyan ZHAO ; Zhansheng JIA ; Fuchun ZHANG ; Zuojiong GONG ; Feng LIN ; Guiqiang WANG ; Lin LUO ; Li DENG ; Hongming XIE ; Jing LI ; Yingjun ZHANG ; Lai WEI
Chinese Journal of Infectious Diseases 2019;37(7):420-429
Objective To assess the efficacy and safety of 100 mg or 200 mg yimitasvir phosphate combined with sofosbuvir in patients with non-cirrhotic chronic hepatitis C virus ( HCV) genotype 1 infection who were treatment-na?ve or had a virologic failure to prior interferon-based treatment.Methods A multicenter, randomized, open-label, phase 2 clinical trial was conducted.The patients were randomly assigned to yimitasvir phosphate 100 mg+sofosbuvir 400 mg group (Group 100 mg) and yimitasvir phosphate 200 mg+sofosbuvir 400 mg group ( Group 200 mg) in a 1∶1 ratio with the stratified factors of " treatment-naive" or"treatment-experienced" for 12 weeks and followed up for 24 weeks after the end of treatment.During the clinical trial, HCV RNA was tested in all patients.Resistance of virus in patients who didn′t achieved sustained virological response (SVR) was monitored.Safety and tolerability were assessed by monitoring adverse events , physical examination , laboratory examination, electrocardiogram, and vital signs during the study.The primary end point was SVR12 after the end of therapy.Descriptive statistics were used for categorical variables and eight descriptive statistics were used for continuous variables.Descriptive statistics were used and summarized according to HCV genotypes and treatment groups.Safety data were presented using descriptive statistics and summarized according to treatment groups.Results A total of 174 subjects were screened from July 31, 2017 to September 26, 2018.One hundred and twenty-nine patients were successfully enrolled and received treatment , and 127 completed the study.There were 64 patients and 65 patients assigned to Group 100 mg and Group 200 mg, respectively.Among the 129 patients who underwent randomization and were treated , 18.6% were treatment-experienced and: 100%were HCV genotype 1b infection.The total SVR rate was 98.4%(127/129), with 98.4%(63/64, 95%confidence interval [CI]: 91.60%-99.96%) in the Group 100 mg, and 98.50%(64/65, 95%CI: 91.72%-99.96%) in the Group 200 mg.There was no significant difference between the two groups (χ2 =0.000 2, P=0.989 2).The SVR rates in treatment-naive group and treatment-experienced group were 98.10%(95%CI: 93.29%-99.77%) and 100.00%(24/24, 95%CI: 85.75%-100.00%), respectively.Virological failure during treatment ( including breakthrough , rebound and poor efficacy) and relapse after treatment did not occur during the trial.By Sanger sequencing , 11.6%(15/129) patients had baseline NS5A Y93H/Y or Y93H resistance-associated substitutions ( RAS), 1.6%( 2/129) patients had baseline NS5A L31M RAS.No mutation was observed in NS5B S282 at baseline.There was no S282 mutation in HCV NS5B.A total of 100 (77.5%) subjects had adverse events.No adverse events ≥Grade 3 or severe adverse events related to the study treatment.No patient prematurely discontinued study treatment owing to an adverse event.No life-threatening adverse event was reported.Conclusion Twelve weeks of yimitasvir phosphate 100 mg or 200 mg combined with sofosbuvir 400 mg daily is a highly effective and safe regimen for patients without cirrhosis with HCV genotype 1b infection who had not been treated previously or had a virologic failure to prior interferon-based treatment.
7.Clinical treatment outcomes and their changes in extremely preterm twins: a multicenter retrospective study in Guangdong Province, China.
Bi-Jun SHI ; Ying LI ; Fan WU ; Zhou-Shan FENG ; Qi-Liang CUI ; Chuan-Zhong YANG ; Xiao-Tong YE ; Yi-Heng DAI ; Wei-Yi LIANG ; Xiu-Zhen YE ; Jing MO ; Lu DING ; Ben-Qing WU ; Hong-Xiang CHEN ; Chi-Wang LI ; Zhe ZHANG ; Xiao RONG ; Wei SHEN ; Wei-Min HUANG ; Bing-Yan YANG ; Jun-Feng LYU ; Hui-Wen HUANG ; Le-Ying HUO ; Hong-Ping RAO ; Wen-Kang YAN ; Xue-Jun REN ; Yong YANG ; Fang-Fang WANG ; Dong LIU ; Shi-Guang DIAO ; Xiao-Yan LIU ; Qiong MENG ; Yu WANG ; Bin WANG ; Li-Juan ZHANG ; Yu-Ge HUANG ; Dang AO ; Wei-Zhong LI ; Jie-Ling CHEN ; Yan-Ling CHEN ; Wei LI ; Zhi-Feng CHEN ; Yue-Qin DING ; Xiao-Yu LI ; Yue-Fang HUANG ; Ni-Yang LIN ; Yang-Fan CAI ; Sha-Sha HAN ; Ya JIN ; Guo-Sheng LIU ; Zhong-He WAN ; Yi BAN ; Bo BAI ; Guang-Hong LI ; Yue-Xiu YAN
Chinese Journal of Contemporary Pediatrics 2022;24(1):33-40
OBJECTIVES:
To investigate the clinical treatment outcomes and the changes of the outcomes over time in extremely preterm twins in Guangdong Province, China.
METHODS:
A retrospective analysis was performed for 269 pairs of extremely preterm twins with a gestational age of <28 weeks who were admitted to the department of neonatology in 26 grade A tertiary hospitals in Guangdong Province from January 2008 to December 2017. According to the admission time, they were divided into two groups: 2008-2012 and 2013-2017. Besides, each pair of twins was divided into the heavier infant and the lighter infant subgroups according to birth weight. The perinatal data of mothers and hospitalization data of neonates were collected. The survival rate of twins and the incidence rate of complications were compared between the 2008-2012 and 2013-2017 groups.
RESULTS:
Compared with the 2008-2012 group, the 2013-2017 group (both the heavier infant and lighter infant subgroups) had lower incidence rates of severe asphyxia and smaller head circumference at birth (P<0.05). The mortality rates of both of the twins, the heavier infant of the twins, and the lighter infant of the twins were lower in the 2013-2017 group compared with the 2008-2012 group (P<0.05). Compared with the 2008-2012 group, the 2013-2017 group (both the heavier infant and lighter infant subgroups) had lower incidence rates of pulmonary hemorrhage, patent ductus arteriosus (PDA), periventricular-intraventricular hemorrhage (P-IVH), and neonatal respiratory distress syndrome (NRDS) and a higher incidence rate of bronchopulmonary dysplasia (P<0.05).
CONCLUSIONS
There is a significant increase in the survival rate over time in extremely preterm twins with a gestational age of <28 weeks in the 26 grade A tertiary hospitals in Guangdong Province. The incidences of severe asphyxia, pulmonary hemorrhage, PDA, P-IVH, and NRDS decrease in both the heavier and lighter infants of the twins, but the incidence of bronchopulmonary dysplasia increases. With the improvement of diagnosis and treatment, the multidisciplinary collaboration between different fields of fetal medicine including prenatal diagnosis, obstetrics, and neonatology is needed in the future to jointly develop management strategies for twin pregnancy.
Bronchopulmonary Dysplasia/epidemiology*
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Female
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Gestational Age
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Humans
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Infant
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Infant, Extremely Premature
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Infant, Newborn
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Pregnancy
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Respiratory Distress Syndrome, Newborn/epidemiology*
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Retrospective Studies
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Treatment Outcome
8.Transcriptomic analysis of the ΔPaLoc mutant of Clostridioides difficile and verification of its toxicity.
Gu Zhen CUI ; Qing Shuai ZHOU ; Qin Quan CHENG ; Feng Qin RAO ; Yu Mei CHENG ; Yan TIAN ; Ting ZHANG ; Zheng Hong CHEN ; Jian LIAO ; Zhi Zhong GUAN ; Xiao Lan QI ; Qi WU ; Wei HONG
Chinese Journal of Preventive Medicine 2022;56(5):601-608
Objective: Comparative analyses of wild-type Clostridioides difficile 630 (Cd630) strain and pathogenicity locus (PaLoc) knockout mutant (ΔPaLoc) by using RNA-seq technology. Analysis of differential expression of Cd630 wild-type strain and ΔPaLoc mutant strain and measurement of its cellular virulence changes. Lay the foundation for the construction of an toxin-attenuated vaccine strain against Clostridioides difficile. Methods: Analysis of Cd630 and ΔPaLoc mutant strains using high-throughput sequencing (RNA-seq). Clustering differentially expressed genes and screening differentially expressed genes by DESeq software. Further analysis of differential genes using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment. Finally, cytotoxicity assays of ΔPaLoc and Cd630 strains were performed in the African monkey kidney epithelial cell (Vero) and the human colonic cell (Caco-2) lines. Results: The transcriptome data showed that the ΔPaLoc mutant toxin genes tcdA and tcdB were not transcribed. Compared to the wild-type strain, CD630_36010, CD630_020910,CD630_02080 and cel genes upregulated 17.92,11.40,8.93 and 7.55 fold, respectively. Whereas the hom2 (high serine dehydrogenase), the CD630_15810 (spore-forming protein), CD630_23230 (zinc-binding dehydrogenase) and CD630_23240 (galactitol 1-phosphate 5-dehydrogenase) genes were down-regulated by 0.06, 0.075, 0.133 and 0.183 fold, respectively. The GO and KEGG enrichment analyses showed that the differentially transcribed genes in ΔPaLoc were enriched in the density-sensing system, ABC transport system, two-component system, phosphotransferase (PTS) system, and sugar metabolism pathway, as well as vancomycin resistance-related pathways. Cytotoxicity assays showed that the ΔPaLoc mutant strain lost its virulence to Vero and Caco-2 cells compared to the wild-type Cd630 strain. Conclusion: Transcriptional sequencing analysis of the Cd630 and ΔPaLoc mutant strains showed that the toxin genes were not transcribed. Those other differential genes could provide a reference for further studies on the physiological and biochemical properties of the ΔPaLoc mutant strain. Cytotoxicity assays confirmed that the ΔPaLoc mutant lost virulence to Vero and Caco-2 cells, thus laying the foundation for constructing an toxin-attenuated vaccine strain against C. difficile.
Bacterial Proteins/metabolism*
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Bacterial Toxins/metabolism*
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Caco-2 Cells
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Clostridioides
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Clostridioides difficile/genetics*
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Humans
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Oxidoreductases/metabolism*
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Transcriptome
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Vaccines, Attenuated
9.Diagnostic value of immunohistochemistry and FISH for chromosome 12p in type Ⅱ testicular germ cell tumors.
Qin SHEN ; Qiu RAO ; Bo YU ; Qiu-Yuan XIA ; Wei BAO ; Zhen-Feng LU ; Qun-Li SHI ; Xiao-Jun ZHOU
National Journal of Andrology 2016;22(8):692-697
ObjectiveTo study the pathological morphology, immunohistochemical characteristics, and molecular changes of type Ⅱ testicular germ cell tumors (TGCT) and investigate the possible value of immunohistochemistry and fluorescence in situ hybridization (FISH) in the diagnosis of TGCT.
METHODSWe collected for this study 97 cases of TGCT, including 75 cases of seminoma, 17 cases of embryonal carcinoma, 11 cases of yolk sac tumor, 16 cases of mature teratoma, 3 cases of immature teratoma, and 1 case of epidermoid cyst, in which normal testicular tissue was found in 20 and non-TGCT in 6. We detected the expressions of different antibodies in various subtypes of TGCT by immunohistochemistry and determined the rate of chromosome 12p abnormality using FISH.
RESULTSThe immunophenotypes varied with different subtypes of TGCT. SALL4 and PLAP exhibited high sensitivity in all histological subtypes. CD117 and OCT4 showed strongly positive expressions in invasive seminoma and germ cell neoplasia in situ (GCNIS) but not in normal seminiferous tubules. GPC3 was significantly expressed in the yolk sac tumor, superior to GATA3 and AFP in both range and intensity. CKpan, OCT4, and CD30 were extensively expressed in embryonal carcinoma, while HCG expressed in choriocarcinoma. The positivity rate of isochromosome 12p and 12p amplification in TGCT was 96.7% (29/30).
CONCLUSIONSThe majority of TGCT can be diagnosed by histological observation, but immunohistochemical staining is crucial for more accurate subtypes and valuable for selection of individualized treatment options and evaluation of prognosis. Chromosome 12p abnormality is a specific molecular alteration in type Ⅱ TGCT, which is useful for ruling out other lesions.
Biomarkers, Tumor ; metabolism ; Carcinoma, Embryonal ; diagnosis ; genetics ; metabolism ; pathology ; Chromosome Aberrations ; Chromosomes, Human, Pair 12 ; Endodermal Sinus Tumor ; diagnosis ; genetics ; metabolism ; pathology ; Genetic Markers ; Humans ; Immunohistochemistry ; In Situ Hybridization, Fluorescence ; Male ; Neoplasms, Germ Cell and Embryonal ; diagnosis ; genetics ; metabolism ; pathology ; Prognosis ; Seminiferous Tubules ; metabolism ; Seminoma ; diagnosis ; genetics ; metabolism ; pathology ; Teratoma ; diagnosis ; genetics ; metabolism ; pathology ; Testicular Neoplasms ; diagnosis ; genetics ; metabolism ; pathology
10.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
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Male
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Female
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Humans
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Electronic Health Records
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Respiratory Tract Infections/diagnosis*
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Outpatients