1.A joint cognitive representation learning method based on multi-modal variational autoencoders
Qiuyue SONG ; Yuan CHEN ; Shuyu JIA ; Xiaomin YING ; Zhen HE
Military Medical Sciences 2024;48(7):516-523
Objective To develop multimodal joint cognitive representations for the research of visual cognitive activities of the brain,enhance the classification performance of visual information cognitive representations,predict brain electro-encephalogram(EEG)responses from visual image features,and decode visual images from EEG signals.Methods A architecture combining a multimodal variational autoencoder network with the Mixture of Product Experts(MoPoE)approach and with a style generation adversarial network based on adaptive discriminator augmentation(Style-GAN2-ADA)was used for facilitating the learning of cognitive representations and the encoding and decoding of EEG signals.This framework not only catered to classification tasks but also enabled cross-modal generation of images and EEG data.Results The present study integrated features from different modalities,enhancing the classification accuracy of cognitive representations of visual information.By aligning the feature spaces of diverse modalities into a cohesive latent space,cross-modal generation tasks were made possible.The cross-modal generation results of EEG and images,derived from this unified latent space,outperformed the one-way mapping methods that involved transition from one modality to another employed in previous research.Conclusion This study effectively integrates and aligns information from various modalities,enabling the classification performance of joint cognitive representations beyond any single modality.Moreover,the study demonstrates superior outcomes in cross-modal generation tasks compared to modality-specific unidirectional mappings,which is expected to offer a new line of thought for the effective unified encoding and decoding modeling of visual cognitive information in the brain.
2.Short-term results of a multicenter study based on a modified N7 induction regimen combined with arsenic trioxide in the treatment of children with high-risk neuroblastoma
Shu YANG ; Kailan CHEN ; Yunyan HE ; Xiaomin PENG ; Hao XIONG ; Wenguang JIA ; Sha WU ; Xunqi JI ; Yuwen CHEN ; Chuan TIAN ; Zhonglü YE ; Zhen YANG ; Jianjun ZHU ; Aiguo LIU ; Xiaohua TIAN ; Fengjuan PAN ; Ke HUANG ; Dunhua ZHOU ; Jianpei FANG ; Yang LI
Chinese Journal of Pediatrics 2024;62(10):949-955
Objective:To analyze the short-term clinical efficacy and safety of arsenic trioxide (ATO) combined with a modified N7 induction regimen in the treatment of children with high-risk neuroblastoma (NB).Methods:This study was a prospective, single-arm, multicenter phase Ⅱ clinical study. Sixty-seven high-risk NB children from eight units of Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Wuhan Children′s Hospital of Tongji Medical College of Huazhong University of Science and Technology, First Affiliated Hospital of Guangxi Medical University, Hainan General Hospital, Affiliated Hospital of Guangdong Medical University, Kunming Children′s Hospital, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, and Guangdong Provincial Agricultural Reclamation Center Hospital were enrolled from January 2019 to August 2023 and were treated with ATO combined with a modified N7 induction regimen. The efficacy and adverse effects at the end of induction chemotherapy were assessed and analyzed, and the differences in the clinical characteristics were further compared between the treatment-responsive and treatment-unresponsive groups by using the Fisher′s exact test.Results:Among 67 high-risk NB children, there were 40 males (60%) and 27 females (40%), with the age of disease onset of 3.5 (2.6, 4.8) years. Primary NB sites were mostly in retroperitoneum (including adrenal gland) (56/67, 84%) and the common metastases sites at initial diagnosis were distant lymph node in 25 cases (37%),bone in 48 cases (72%),bone marrow in 56 cases (84%) and intracalvarium in 3 cases (4%). MYCN gene amplification were detected in 28 cases (42%). At the end of induction, 33 cases (49%) achieved complete remission, 29 cases (43%) achieved partial remission, 1 case (1%) with stable disease, and 4 cases (6%) were assessed as progressive disease (PD). The objective remission rate was 93% (62/67) and the disease control rate was 94% (63/67). The percentage of central system metastases at the initial diagnosis was higher in the treatment-unresponsive group than in the treatment-responsive group (2/5 vs. 2% (1/62), P=0.013), whereas the difference in MYCN gene amplification was not statistically significant between two groups (3/5 vs.40% (25/62), P=0.786). Grade Ⅲ or higher adverse reactions during the induction chemotherapy period were myelosuppression occurred in 60 cases (90%), gastrointestinal symptoms occurred in 33 cases (49%), infections occurred in 20 cases (30%), hepatotoxicity occurred in 4 cases (6%), and cardiovascular toxicity occurred in 1 case (2%). There were no chemotherapy-related deaths. Conclusion:ATO combined with N7-modified induction regimen had a superiority in efficacy and safety, which deserved further promotion in clinical practice.
3.Application of bacterial culture, polymerase chain reaction and serum antibody detection in the diagnosis of pertussis in children
Bingsong WANG ; Jiayan PAN ; Zhen LI ; Fan CUI ; Xu ZHANG ; Lei LI ; Zhenzhen MO ; Xiaomin WU ; Jibao XU ; Zuo WANG
Chinese Journal of Applied Clinical Pediatrics 2021;36(16):1249-1252
Objective:To evaluate the auxiliary diagnosis value of bacterial culture, polymerase chain reaction (PCR) and serum anti-pertussis toxin immunoglobulin G (AntiPT-IgG) level detection in suspected pertussis.Methods:A total of 110 suspected cases of pertussis treated in the Department of Pediatrics of Wuhu No.1 People′s Hospital from June 2018 to May 2019 were recruited for the study.The nasopharyngeal swabs of all cases were collected for Bordetella pertussis culture and specific nucleic acid PCR detection.Serum samples of 78 cases were collected for the detection of AntiPT-IgG level by enzyme linked immunosorbent assays.Results:The positive rates of bacterial culture group and PCR group were 21.8% and 30.0%, respectively, with no statistically significant difference ( χ2=1.198, P>0.05). The culture positive rate of cases with the duration of cough<2 weeks was 32.1%, which was signi-ficantly higher than that of cases with the duration of cough about 2-4 weeks (14.3%) or >4 weeks (9.1%) ( χ2=6.522, P<0.05). The PCR positive rate of cases with the duration of cough <2 weeks was 39.6%, which was also significantly higher than that of cases with the duration of cough about 2-4 weeks (25.7%) or > 4 weeks (13.6%) ( χ2=6.126, P<0.05). The mean value for serum AntiPT-IgG level of 78 cases was (75.727±78.454) IU/mL, the median AntiPT-IgG levels of cases with the duration of cough<2 weeks and about 2-4 weeks were 5.909 IU/mL and 20.948 IU/mL, respectively, and the positive rates were 14.7% and 38.1%, respectively.The AntiPT-IgG level of cases with the duration of cough> 4 weeks and that at convalescent stage were (79.281±68.254) IU/mL and (107.242±75.750) IU/mL, and the positive rates were 39.1% and 57.1%, respectively. Conclusions:In the vaccine era, the results of pathogenic and serological tests should be combined to assist the clinical diagnosis of pertussis.The positive rate of bacterial culture and specific nucleic acid pathogen detection in children with cough duration less than 2 weeks is high, and the serological diagnosis is more effective after the duration of cough is over 4 weeks.
4.Application of laparoscopic hepatic portal exposure in children with type Ⅲ biliary atresia
Bing LI ; Weibing CHEN ; Shunlin XIA ; Fengnian ZHANG ; Shouqing WANG ; Mengxu LIU ; Yongchun DU ; Xiaoting HU ; Chunhui GU ; Ting WANG ; Xiaomin WANG ; Zhen CHEN ; Long LI
Chinese Journal of Primary Medicine and Pharmacy 2019;26(3):268-271
Objective To explore the clinical value of portal exposure in laparoscopic treatment of children with type Ⅲ biliary atresia (BA).Methods From June 2013 to October 2017,30 infants with type Ⅲ BA who treated with laparoscopic portoenterostomy in Huai'an Women and Children's Hospital were selected.A percutaneous suture was used to snare the round ligament and retract the liver,other percutaneous stay sutures were then introduced and fundus and neck of gallbladder were sutured to elevate the liver to expose the portal hepatis.The fibro cord and hepatic vessels were mobilized,and then two rubber bands were put around the left and right portal veins and hepatic arteries.The portal hepatis was exposed by laterally stretching the two elastic rubber bands.The fibro cord was removed and then laparoscopic portoenterostomy was accomplished.In 20 cases,the liver was enlarged,part of hepatic lobus quadratus was removed laparoscopiclly for exposure of the portal hepatis.Results There were 30 cases in this group,2 cases were converted to open surgery by a micro transverse incision.There was no surgical death.Time of laparoscopic procedure varied from 210 to 280 min.All cases survived the surgery without any intraoperative complications.Blood loss during operation was minimal,without necessity for blood transfusion.One case died of respiratory failure one week after surgery.Two cases were lost follow-up.Twenty-five cases were followed up for 3~51 months(mean 22.4 months).Three cases died because of repeated cholangitis and liver failure at 10,16,35 months postoperatively.Nineteen patients' total bilirubin had dropped to normal,three others' bilirubin levels dropped significantly after surgery.Conclusion The technique of laparoscopic hepatic porta exposure can help to complete hepatic portoenterostomy successfully,reduce the conversion rate of laparoscopic surgery,and improve the surgical effect.
5.TDP-43 regulates cancer-associated microRNAs.
Xiaowei CHEN ; Zhen FAN ; Warren MCGEE ; Mengmeng CHEN ; Ruirui KONG ; Pushuai WEN ; Tengfei XIAO ; Xiaomin CHEN ; Jianghong LIU ; Li ZHU ; Runsheng CHEN ; Jane Y WU
Protein & Cell 2018;9(10):848-866
Aberrant regulation of miRNA genes contributes to pathogenesis of a wide range of human diseases, including cancer. The TAR DNA binding protein 43 (TDP-43), a RNA/DNA binding protein associated with neurodegeneration, is involved in miRNA biogenesis. Here, we systematically examined miRNAs regulated by TDP-43 using RNA-Seq coupled with an siRNA-mediated knockdown approach. TDP-43 knockdown affected the expression of a number of miRNAs. In addition, TDP-43 down-regulation led to alterations in the patterns of different isoforms of miRNAs (isomiRs) and miRNA arm selection, suggesting a previously unknown role of TDP-43 in miRNA processing. A number of TDP-43 associated miRNAs, and their candidate target genes, are associated with human cancers. Our data reveal highly complex roles of TDP-43 in regulating different miRNAs and their target genes. Our results suggest that TDP-43 may promote migration of lung cancer cells by regulating miR-423-3p. In contrast, TDP-43 increases miR-500a-3p expression and binds to the mature miR-500a-3p sequence. Reduced expression of miR-500a-3p is associated with poor survival of lung cancer patients, suggesting that TDP-43 may have a suppressive role in cancer by regulating miR-500a-3p. Cancer-associated genes LIF and PAPPA are possible targets of miR-500a-3p. Our work suggests that TDP-43-regulated miRNAs may play multifaceted roles in the pathogenesis of cancer.
Animals
;
Cells, Cultured
;
DNA-Binding Proteins
;
metabolism
;
Electrophoretic Mobility Shift Assay
;
Humans
;
Immunoprecipitation
;
Mice
;
MicroRNAs
;
genetics
;
metabolism
;
Neoplasms
;
genetics
;
metabolism
6.Prevalence, awareness, treatment, and control of hypertension among residents in the severe historical endemic areas of Keshan disease in Heilongjiang Province
Zhe WANG ; Tong WANG ; Rongxia ZHEN ; Xiangli CHEN ; Chunyan XU ; Xiaomin HAN ; Yani DUAN ; Ya'nan WANG ; Zhongying GUO ; Huihui ZHOU ;
Chinese Journal of Endemiology 2017;36(6):434-439
Objective To describe the status of prevalence,awareness,treatment,and control of hypertension among the residents in severe historical endemic areas of Keshan Disease in Heilongjiang Province,and to provide scientific evidence for prevention and control of hypertension.Methods In December 2015,Yongjin,Yongli groups of Yongjin Village,and Fengnian,Fengtian,Fengfu groups of Fengnian Village in Fanrong Township,Fuyu County,Qiqihaer City,Heilongjiang Province were selected via the cross-sectional method.The residents aged 18 years or older were surveyed as respondents by cluster sampling.Demography,risk factors,hypertension related information were collected through questionnaire survey.Blood pressure,height and weight were measured through physical examination.Blood pressure measurement was conducted with Omron HEM-1020 electronic sphygmomanometer,the diagnostic criteria was Chinese Guidelines for Prevention and Treatment of Hypertension (revised in 2010).Results Totally 683 residents were surveyed,the valid participants were 669,the prevalence of hypertension was 49.2% (329/669),the standardized prevalence was 37.9%,the prevalence of men [58.0% (164/283)] was higher than that of women [42.7% (165/386),x2 =15.103,P < 0.01],the prevalence increased with increasing age (total,men,women:x2tendency =9.044,4.560,7.789,all P < 0.01).The awareness of hypertensive patients was 60.8% (200/329),the standardized awareness was 41.2%,the awareness of men [54.3% (89/164)] was lower than that of women [67.3% (111/165),x2 =5.836,P < 0.05],the awareness of hypertensive patients increased with increasing age (total,men,women:x2tendency =3.638,2.686,2.419,all P < 0.05).The treatment of hypertensive patients was 51.1% (168/329),the treatment of men [43.9% (72/164)] was lower than that of women [58.2% (96/165),x2=6.711,P < 0.05],the treatment of hypertensive patients increased with increasing age (total,men,women:x2tendency =4.422,2.704,3.633,all P < 0.01).The control rate of hypertensive patients was 5.5% (18/329),the control rate among the treatment was 10.7% (18/168).Conclusions The standardized prevalence of hypertension among the residents of the severe historical endemic areas of Keshan disease in Heilongjiang Province is higher than the national average (25.2%),the standardized awareness is lower than the national average (46.5%),the treatment and the control are low.We should pay more attention to the hypertension in the severe historical endemic areas of Keshan disease.
7. Genetic characterization of rubella virus isolated in Guizhou Province from 2012 to 2015
Xiaomin TANG ; Zhen ZHU ; Gang REN ; Xufang YE ; Li ZHANG
Chinese Journal of Preventive Medicine 2017;51(12):1108-1112
Objective:
To analyze the genetic characteristics of rubella virus isolated from 2012 to 2015 in Guizhou province.
Methods:
A total of 390 cases of suspected measles were collected from Guizhou measles network laboratory from 2012 to 2015 and 25 cases of rubella cases were diagnosed. Rubella virus isolation was performed using Vero/SLAM cells. The presence of rubella viral RNA was detected using Real-time RT-PCR after RNA extraction from infected tissue culture cells. Fragments of 480 bp and 633 bp nucleotides of E1 genes of the isolates were amplified by RT-PCR and the PCR products were sequenced and spliced. The phylogenetic tree was conducted based on the 739 bp nucleotide sequences of E1 genes and gene characteristic analysis was performed.
Results:
There were 19 cases of rubella outbreaks and 6 cases of rubella sporadic cases in 25 cases of suspected rubella cases. There were 11 males (44.0%) and 14 females (56.0%). The mean age and standard deviation were (12.3±3.9) years. A total of 10 rubella strains were isolated. The results of phylogenetic analysis showed that 7 strains of rubella virus isolates belonged to genotype 1E and the other belonged to genotype 2B. The nucleotide acid and amino acid homology among 7 strains 1E genotype were 99.0%-100% and 100% respectively. 2B genotype of 3 strains of nucleotide and amino acid homology were 99.4%-100% and 99.5%-100% respectively. Ten strains of rubella virus were not mutated in the E1 glycoprotein gene, Asn 177 and Asn 209 N-type glycosylation sites and E1 antigen epitopes between 213 and 285aa.Among them, 7 strains of 1E genotype had a mutation from leucine to phenylalanine in 338 amino acid, 2 strains of 2B genotype at 377 amino acids from valine to alanine.
Conclusion
Rubella virus epidemic was caused by 1E and 2B genotypes in Guizhou from 2012 to 2015.Ten strains of rubella virus were highly conserved in nucleotide and amino acid sequences and there was no variation of important functional sites.
8.Effects ofShenqi YizhiGranules on Ability of Learning and Memory and Content of Aβ1-42 of Cerebral Tissue in 5XFAD Mice with Alzheimer’s Disease
Yanjing QIAN ; Junli ZHEN ; Dongfeng WEI ; Yan ZHENG ; Xiaomin WANG
Chinese Journal of Information on Traditional Chinese Medicine 2016;23(5):51-56
Objective To study the effects ofShenqi YizhiGranules (SQYZ) on learning and memory and content of Aβ1-42 of cerebral tissue in 5XFAD mice with Alzheimer’s disease; To discuss its mechanism on improving learning and memory ability of 5XFAD mice.Methods Four-month-old C57BL?6 wild type mice were randomly divided into NS control group and SQYZ control group, and the 5XFAD mice were randomly divided into model group, SQYZ group and huperzine-A (HupA) group, 15 mice in each group. Each group were given same volume for gavage for 60 d. After treatment, the learning and memory ability were evaluated by nesting test, passive avoidance and Morris water maze test. The senile plaques and content of Aβ1-42, ionized calcium binding adapter molecule 1 and glial fibrillary acidic protein in cerebral cortex and hippocampus were detected by immunohistochemical staining and immunofluorescence, respectively.Results Compared with NS control group, the score of nesting test in model group significantly decreased; the step-through latency in passive avoidance was shortened and the escape latentcy in Morris water maze test was prolonged; the quantity of senile plaques and content of Aβ1-42 increased in cerebral cortex and hippocampus; the activation of glial cells significantly increased. In the SQYZ group, the above-mentioned indexes reached or approached the level of wild type control mice. The difference between SQYZ group and model group was statistically significant (P<0.05,P<0.01).Conclusion SQYZ improved learning and memory ability in 5XFAD mice, which may be related to reduction of senile plaques, inhibition of over activation in glial cells and reduction of content of Aβ1-42 in cerebral cortex and hippocampus.
9.The Clinical Efficacy of Acute Obstructive Left-Sided Colorectal Cancer Treated by Colonoscopic Metal Stenting and Ileus Tube Catheterization
Zhen CHEN ; Ximo WANG ; Zhuzeng YIN ; Guoxun LI ; Xiaomin WANG
Tianjin Medical Journal 2014;(5):481-484
Objective To investigate the clinical efficacy of colonoscopic metal stenting and ileus tube catheteriza-tion on left colorectal cancer with acute obstruction. Methods Clinical data of 80 patients meeting the diagnostic criteria for acute obstruction of the left half of colorectal cancer were included in this study. Patients were randomly divided into met-al stent group (n=40) and ileus tube group (n=40). The metal stent group was treated by metal stent and the ileus tube group was treated by ileus tube. Both were carried on by colonoscopy and X-line. After the relief of obstruction ( 7-10 d), patients were underwent colorectal cancer radical resection and anastomosis. The technical operations, improvement of obstruction and the efficacy of surgical treatment were compared between two groups. Results The success rate was 87.5%in metal stent group and the 97.5%in ileus tube group. There was no significant difference in the success rate between two groups (P>0.05). No complications were found in two groups. The operation time and the treatment cost were higher in metal stent group than those in ileus tube group. The relief rates of obstruction were 100%and 95%for metal stent group and ileus tube group, and there was no difference between them. Two cases were operated for emergency because of the failure of obstruc-tion relief. The relief time of obstruction and the difference between C-reactive protein values were much better in metal stent group than those of ileus tube group. After the obstruction relief, patients underwent a radical resection of the tumor and anastomosis, no anastomotic leakage was found in two groups. There were no significant differences in the operation time, in-cision infection and hospitalization time between two groups. Conclusion Anal ileus tube catheterization has a better eco-nomic value in the treatment of acute obstruction, but the efficacy of metal stent is better.
10.Genetic characterization of rubella virus isolated in Guizhou province in 2012
Xiaomin TANG ; Zhen ZHU ; Gang REN ; Qing ZHU ; Li ZHANG ; Xufang YE
Chongqing Medicine 2013;(32):3849-3851,3855
Objective To identify the rubella virus circulated in Guizhou province in 2012 ,and confirm the genotype and analyze the genetic characterization of rubella virus isolated .Methods The throat swab samples were collected from suspected rubella cases during the rubella outbreak and sporadic in 2012 .Rubella virus isolation was performed using Vero/SLAM cells .The presence of vi-ral RNA was detected using real-time RT-PCR after RNA extraction from infected tissue culture cells .Fragments of 944 nucleotides of E1 genes of the isolates were amplified by RT-PCR ,the PCR products were directly sequenced and analyzed .The phylogenetic trees based on the 739 nucleotide sequences 1E was conducted with the rubella viruses isolated in Guizhou province in 2012 and 32 WHO reference sequences representing 13 genotypes .Results 5 rubella virus strains were isolated in Guizhou province for the first time .The results of phylogenetic analysis showed that all 5 rubella virus isolates belong to genotype 1E .The nucleotide acid and a-mino acid homology among 5 rubella virus isolates were 99 .8% -100 .0% and 100 .0% respectively .Compared with the WHO ref-erence strain (Chinese strain T14-CH-02) ,the nucleotide acid and amino acid homology were 98 .7% -98 .9% and 100 .0% respec-tively ;while compared with another WHO reference strain (Malaysia strains M1-MAL-01) ,the nucleotide acid and amino acid ho-mology were 97 .5% -97 .6% and 99 .5% .Conclusion Genotype 1E rubella virus was the predominant genotype in Guizhou prov-ince in 2012 ,which was similar to the other provinces .This study accumulated the molecular epidemiological baseline date in Guizhou province .

Result Analysis
Print
Save
E-mail