1.Advances in applications of artificial intelligence algorithms for cancer-related miRNA research
Hongyu LU ; Jia ZHANG ; Yixin CAO ; Shuming WU ; Yuan WEI ; Runting YIN
Journal of Zhejiang University. Medical sciences 2024;53(2):231-243
MiRNAs are a class of small non-coding RNAs,which regulate gene expression post-transcriptionally by partial complementary base pairing.Aberrant miRNA expressions have been reported in tumor tissues and peripheral blood of cancer patients.In recent years,artificial intelligence algorithms such as machine learning and deep learning have been widely used in bioinformatic research.Compared to traditional bioinformatic tools,miRNA target prediction tools based on artificial intelligence algorithms have higher accuracy,and can successfully predict subcellular localization and redistribution of miRNAs to deepen our understanding.Additionally,the construction of clinical models based on artificial intelligence algorithms could significantly improve the mining efficiency of miRNA used as biomarkers.In this article,we summarize recent development of bioinformatic miRNA tools based on artificial intelligence algorithms,focusing on the potential of machine learning and deep learning in cancer-related miRNA research.
2.Treatment of refractory scaphoid fracture nonunion with computed tomography angiography combined with color Doppler ultrasonography assisted distal femoral medial condylar bone flap
Wenhua GAO ; Shuming ZHAO ; Lu ZHANG ; Dong LI ; Anwei FAN ; Zhumin WANG
Chinese Journal of Plastic Surgery 2024;40(2):187-194
Objective:To investigate the surgical method of preoperative computed tomography angiography(CTA) combined with color Doppler ultrasonography(CDU) vascular localization assisted by downstream vascularized medial femoral condylar bone flap and its clinical effect in the treatment of refractory scaphoid fracture nonunion.Methods:Retrospective analysis of case data from January 2018 to June 2022 in the Department of Orthopedics at Xingtai General Hospital of North China Medical and Health Group, using a free medial femoral condylar bone flap with descending knee artery as the blood supply to repair old fractures of the scaphoid bone with bone damage. Prior to surgery, CTA combined with CDU technology was used to locate the descending knee artery, and the medial femoral condylar bone flap was designed based on the localization result and bone defects. Follow-up was conducted using outpatient and telephone method. The degree of wrist pain was evaluated using the visual analogue scale (VAS), wrist function was evaluated using the improved Mayo scoring method, the degree of scaphoid arch back deformity was evaluated based on the angle of the scaphoid bone, and stability between the carpal bones was evaluated based on the angle of the scaphoid moon. The normal distribution metric data was represented as Mean±SD, and paired sample t-tests were used to compare the preoperative CDU measurement and the actual intraoperative measurement of the vessel diameter at the origin of the descending knee artery, as well as the distance to the inferior edge of the medial femoral condyle. The VAS score for pain before and after surgery, the Mayo score for wrist function, wrist grip strength, range of motion, scaphoid angle, and scaphoid angle are also compared. Results:A total of 12 patients were enrolled, including 9 males and 3 females; age ranged from 23 to 56 years old, with an average of 36 years old. There were 7 cases of right side fractures, 5 cases of left side fractures, 8 cases of scaphoid waist fractures, and 4 cases of proximal pole fractures. There was no difference between the preoperative CDU location and the actual vessel diameter at the origin of the descending geniculate artery [(1.7±0.5) mm vs. (1.8±0.7) mm] and the distance to the inferior border of the medial femoral condyle [(11.9±2.1) cm vs. (12.1±1.9) cm]( P>0.05). All patients were followed up after the operation, the specific time ranged from 6 months to 2 years, with an average of 13 months. The X-ray films showed that the scaphoid bone healed in all patients after operation, and the average healing time was 15 weeks. After 6 months of follow-up, the VAS scores (3.7±0.9 vs. 0.5±0.1), Mayo scores (46.1±3.8 vs. 86.2±6.1), scapholunar angle [(65.3±4.1)° vs. (47.9±3.5)°], scaphoid angle [(37.1±3.9)° vs. (22.8±2.3)°], wrist flexion and extension range of motion [(79.0±11.7)° vs. (118.5±15.8)°], grip strength [(6.7±4.6) kg vs. (26.1±5.3) kg]were compared before and after surgery, the differences were statistically significant (all P<0.05). Conclusion:The free medial femoral condyle bone flap with a vascular pedicle is one of the ideal method to repair the old navicular fracture with osteonecrosis. The preoperative vascular positioning technique effectively guides the design and cutting of the bone flap and ensures fast and accurate operation during the operation.
3.Treatment of refractory scaphoid fracture nonunion with computed tomography angiography combined with color Doppler ultrasonography assisted distal femoral medial condylar bone flap
Wenhua GAO ; Shuming ZHAO ; Lu ZHANG ; Dong LI ; Anwei FAN ; Zhumin WANG
Chinese Journal of Plastic Surgery 2024;40(2):187-194
Objective:To investigate the surgical method of preoperative computed tomography angiography(CTA) combined with color Doppler ultrasonography(CDU) vascular localization assisted by downstream vascularized medial femoral condylar bone flap and its clinical effect in the treatment of refractory scaphoid fracture nonunion.Methods:Retrospective analysis of case data from January 2018 to June 2022 in the Department of Orthopedics at Xingtai General Hospital of North China Medical and Health Group, using a free medial femoral condylar bone flap with descending knee artery as the blood supply to repair old fractures of the scaphoid bone with bone damage. Prior to surgery, CTA combined with CDU technology was used to locate the descending knee artery, and the medial femoral condylar bone flap was designed based on the localization result and bone defects. Follow-up was conducted using outpatient and telephone method. The degree of wrist pain was evaluated using the visual analogue scale (VAS), wrist function was evaluated using the improved Mayo scoring method, the degree of scaphoid arch back deformity was evaluated based on the angle of the scaphoid bone, and stability between the carpal bones was evaluated based on the angle of the scaphoid moon. The normal distribution metric data was represented as Mean±SD, and paired sample t-tests were used to compare the preoperative CDU measurement and the actual intraoperative measurement of the vessel diameter at the origin of the descending knee artery, as well as the distance to the inferior edge of the medial femoral condyle. The VAS score for pain before and after surgery, the Mayo score for wrist function, wrist grip strength, range of motion, scaphoid angle, and scaphoid angle are also compared. Results:A total of 12 patients were enrolled, including 9 males and 3 females; age ranged from 23 to 56 years old, with an average of 36 years old. There were 7 cases of right side fractures, 5 cases of left side fractures, 8 cases of scaphoid waist fractures, and 4 cases of proximal pole fractures. There was no difference between the preoperative CDU location and the actual vessel diameter at the origin of the descending geniculate artery [(1.7±0.5) mm vs. (1.8±0.7) mm] and the distance to the inferior border of the medial femoral condyle [(11.9±2.1) cm vs. (12.1±1.9) cm]( P>0.05). All patients were followed up after the operation, the specific time ranged from 6 months to 2 years, with an average of 13 months. The X-ray films showed that the scaphoid bone healed in all patients after operation, and the average healing time was 15 weeks. After 6 months of follow-up, the VAS scores (3.7±0.9 vs. 0.5±0.1), Mayo scores (46.1±3.8 vs. 86.2±6.1), scapholunar angle [(65.3±4.1)° vs. (47.9±3.5)°], scaphoid angle [(37.1±3.9)° vs. (22.8±2.3)°], wrist flexion and extension range of motion [(79.0±11.7)° vs. (118.5±15.8)°], grip strength [(6.7±4.6) kg vs. (26.1±5.3) kg]were compared before and after surgery, the differences were statistically significant (all P<0.05). Conclusion:The free medial femoral condyle bone flap with a vascular pedicle is one of the ideal method to repair the old navicular fracture with osteonecrosis. The preoperative vascular positioning technique effectively guides the design and cutting of the bone flap and ensures fast and accurate operation during the operation.
4.Expression of MXD1 and Ki-67 in breast invasive ductal carcinoma and their relationship with clinicopathologic features
Daiyi ZHANG ; Guohui HAN ; Shuming XU
Chinese Journal of Endocrine Surgery 2024;18(5):629-633
Objective:To analyze the expression of MXD1 and Ki-67 in breast invasive ductal carcinoma (IDC) and their relationship with clinicopathologic features.Methods:Clinical data of 68 patients with breast invasive ductal carcinoma admitted to Shanxi Maternal and Child Health Hospital and Shanxi Cancer Hospital from Mar. 2022 to Mar. 2023 were retrospectively analyzed,and the expressions of MXD1 and Ki67 in cancer tissues and adjacent normal tissues of patients with breast invasive ductal carcinoma were measured. The expressions of MXD1 and Ki67 in cancer tissues of patients with different clinicopathological characteristics were analyzed. The relationship between the expression of MXD1 and Ki67 and clinicopathological features; Follow-up until March 2024 was conducted to analyze the survival of different expressions of MXD1 and Ki67.Results:The high expression of MXD1 and positive Ki67 in cancer tissues of 68 patients were 63.24% and 69.12%, respectively, which were significantly higher than 8.82% and 11.76% in normal tissues ( χ2=43.67, 46.43, P<0.05). The proportion of high expression of MXD1 and Ki67 positive in histological grade Ⅲ, low differentiation, TNM stage Ⅲ or Ⅳ was significantly higher than that in histological grade Ⅰ or Ⅱ, middle and high differentiation, TNM stage Ⅰ or Ⅱ ( χ2=4.05, 5.87, 6.00, 4.00, 5.78, 5.39, P<0.05). The expressions of MXD1 and Ki67 were positively correlated with histological grade and TNM stage, and inversely correlated with differentiation degree ( r=0.34, 0.39, 0.39, 0.38, -0.39, -0.34, P<0.05). The survival curves of different expressions of MXD1 and Ki67 were statistically significant (Log-Rank χ2=10.13,10.72, P<0.05). At the end of follow-up,the median survival time of low and high expression of MXD1 was 17 months (95% CI: 15.059-18.941) and 14 months (95% CI: 12.452-15.548), respectively, and the median survival time of negative and positive expression of Ki67 was 19 months (95% CI: 13.335-24.665), 14 months (95% CI: 12.432-15.568) . Conclusion:MXD1 is highly expressed and Ki67 positiverate is higher in patients with breast invasive ductal carcinoma, which is related to histological grade, TNM stage, differentiation degree and survival time.
5.Molecular mechanism underlying in vitro improvement of structure of intestinal flora of gastrointestinal simulation of spleen deficiency canines and repairing ad-hesion barrier of Caco-2 cells by modified Yigong powder
Jin ZHANG ; Minai ZHANG ; Haili WANG ; Kaijie XU ; Shoupeng GUO ; Xichun ZHANG ; Shuming CHEN
Chinese Journal of Veterinary Science 2024;44(6):1280-1289
To investigate the molecular mechanism of modified Yigong powder(MYG)in the treat-ment of spleen deficiency syndrome based on network pharmacology and analyzed the effect of MYG on gastrointestinal simulated intestinal flora of spleen deficiency dogs and mucosal barrier of Caco-2 cells,as well as the interaction between intestinal flora and mucosal barrier.The molecular mechanism of MYG in the treatment of spleen deficiency syndrome was predicted by network pharmacology.The fecal samples of three canines(12±1)years old with spleen deficiency were collected to establish an in vitro gastrointestinal simulation system,which was divided into the o-riginal fecal sample group,the gastrointestinal simulation group and the gastrointestinal simulation treated by MYG group.The structural changes of the flora in each group were detected by 16S rD-NA sequencing.The metabolites were extracted from the gastrointestinal simulation system trea-ted by MYG group to study its effect on LPS-induced Caco-2 cell mucosal barrier injury model.The cell experiments included the blank control group,LPS model group,modified Yigong metabolite group.The permeability of mucosal was determined by fluorescein sodium,and then relative ex-pression levels of Claudin-1,Occludin and ZO-1 mRNA were determined by qPCR.The correlation between intestinal flora and Caco-2 cell mucosal barrier index after MYG intervention was further analyzed.The results showed that MYG had 76 active ingredients and 45 potential targets for the treatment of spleen deficiency syndrome.Forty key targets were obtained through protein interac-tion analysis,34 items were obtained by GO enrichment analysis,and 16 pathways were obtained by KEGG enrichment analysis.In the gastrointestinal simulation system,compared with the gas-trointestinal simulation group,at the phylum level,the abundance of Firmicutes,Bacteroides and Actinobacteriota increased significantly(P<0.05),and the abundance of Proteobacteria decreased significantly(P<0.05).At the genus level,the abundance of Fusobacterium,[Ruminococcus]gna-vus group and Blautia increased significantly(P<0.05),while the abundance of Escherichia-Shi-gella and Citrobacter decreased significantly(P<0.05).The diversity index of intestinal flora in the gastrointestinal simulation treated by MYG group was significantly increased(P<0.05).In cell experiments,compared with the LPS model group,the mucosal permeability of Caco-2 cells in the modified Yigong metabolite group was significantly reduced(P<0.01),and the expression levels of Claudin-1,Occludin and ZO-1 mRNA were significantly increased(P<0.01).Correlation analysis showed that there was a certain correlation between bacterial community structure and mucosal barrier indexes.In summary,MYG may act on 40 key targets such as TNF,IL6,IL18,CX-CL8 and AKT1 through 76 active ingredients such as quercetin,arachidonic acid and naringin,and treat spleen deficiency syndrome in dogs through 16 signaling pathways such as AGE-RAGE,FoxO and HIF-l.In addition,the gastrointestinal metabolites of MYG up-regulate tight junction protein mRNA expression,reduce mucosal permeability,and repair mucosal barrier,which may be related to MYG's regulation of flora structure.
6.Research Hotspots on Systemic Lupus Erythematosus in Pregnancy Based on Bibliometrics
Shuming SHAO ; Yimin ZHANG ; Xiaorui ZHANG ; Jie LIU ; Chaomei ZENG ; Jiong QIN
Acta Academiae Medicinae Sinicae 2024;46(5):685-691
Objective To explore the research hotspots on systemic lupus erythematosus(SLE)in pregnancy based on the bibliometric analysis of the related articles published from 2018 to 2023 and provide di-rections for the future research in this field.Methods PubMed,Web of Science,and Embase were searched for the articles on SLE in pregnancy that were published from January 1,2018 to December 31,2023.VOSviewer was used to visualize the high-frequency keywords in the selected articles.Results A total of 266 articles were selected,from which 25 high-frequency keywords were extracted.The bibliometric analysis showed that the available studies about SLE in pregnancy mainly focused on maternal complications,maternal and fetal outcomes,and medica-tions.The studies were limited regarding the predictors,autoimmunity,immunotherapy,and long-term outcomes of offspring.Conclusion Maternal complications,maternal and fetal outcomes,and medications are currently hotspots in the research on SLE in pregnancy,while predictors,autoimmunity,immunotherapy,and long-term outcomes of offspring may become future research directions.
7.Clinical Study on Bizheng Granules Combined with Basic Therapy in the Treatment of Liver and Kidney Insufficiency and Phlegm-Dampness Cross-Blocking Syndrome of Nerve Root Type Cervical Spondylosis Radiculopathy
Ruirui XUE ; Shuming ZHANG ; Jixun DU ; Yuan FANG ; Jinhai XU ; Wen MO ; Qi SHI
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(8):152-157
Objective To evaluate clinical efficacy and safety of Bizheng Granules combined with basic therapy in the treatment of liver and kidney insufficiency and phlegm-dampness cross-blocking syndrome of nerve root type cervical spondylosis radiculopathy.Methods Totally 108 patients with nerve root type cervical spondylosis radiculopathy were selected and divided into Bizheng Granules group,Jingfukang Granules group,and Bizheng Granules placebo group according to random number table method,with 36 cases in each group.The three groups were treated with the basic treatment(oral methylcobalamin tablets of 0.5 mg,three times a day,and cervical spine intermittent traction once a day,each time for 15 min),and Bizheng Granules were given in the Bizheng Granules group,and Jingfukang Granules in the Jingfukang Granules group,and Bizheng Granules placebo in the Bizheng Granules placebo group,twice a day after meals.All three groups were treated continuously for 2 weeks and followed up at 4 and 12 weeks after treatment.Visual analog scale(VAS),cervical dysfunction index(NDI),and 36-items short form survey(SF-36)score were recorded in the 3 groups before and after treatment and 4 and 12 weeks after treatment,respectively.Adverse reactions during treatment and follow-up were recorded in the 3 groups.Results 3 cases lost in the Bizheng Granules group,3 cases in the Jingfukang Granules group,and 1 case in the Bizheng Granules placebo group.Compared with the pre-treatment period,the differences in VAS score,NDI score,and SF-36 score among the three groups of patients at all time points of treatment and follow-up were statistically significant(P<0.05).At 12 weeks after treatment,the VAS score and NDI score of the Bizheng Granules group and the Jingfukang Granules group were lower than those of the Bizheng Granules placebo group,but the differences in VAS score and NDI score between Bizheng Granules group and Jingfukang Granules group were not statistically significant(P>0.05).12 weeks after treatment,the SF-36 score of Bizheng Granules group were higher than those of Bizheng Granules placebo group,but the difference in SF-36 score between Bizheng Granules group and Jingfukang Granules group was not statistically significant(P>0.05).The total effective rate of Bizheng Granules group was better than that of the Jingfukang Granules group and Bizheng Granules placebo group(P<0.05).The incidence of adverse reactions in the three groups was not statistically significant(P>0.05).There were no serious adverse events in the three groups.Conclusion Bizheng Granules combined with basic therapy has a definite therapeutic effect in improving pain,restoring cervical dysfunction,and improving quality of life in the treatment of liver and kidney insufficiency and phlegm-dampness cross-blocking syndrome of nerve root type cervical spondylosis radiculopathy,with good safety.
8.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
9.Application of CT image omics model in the differential diagnosis of ganglioneuroblastoma and neuroblastoma in childhood
Haiyan LI ; Zhiqiang LI ; Wei ZHAO ; Shuai QUAN ; Siqi ZHANG ; Shuming XU
Cancer Research and Clinic 2024;36(11):858-862
Objective:To investigate the application of CT image omics model in the differential diagnosis of ganglioneuroblastoma (GNB) and neuroblastoma (NB) in childhood.Methods:A retrospective case series study was performed. The clinical and imaging data of 23 NB and 23 GNB pediatric patients confirmed by surgery and pathology in Shanxi Children's Hospital from January 2013 to December 2013 were collected. The original CT images in the normal scan phase, arterial phase and venous phase of all the children before operation were extracted from the PACS system in DICOM format. ITK-SNAP (ver.3.4.0) software was applied to manually outline and extract the image omics features layer by layer of the lesions in the normal scan phase, arterial phase and venous phase of each patient before surgery. The minimum absolute contraction selection operator and stepwise multi-factor logistic regression method were used to screen out effective features in different scan phases. The corresponding phase image omics model was established by using logistic model. The diagnostic efficiency of each phase of the image omics model was evaluated by using the receiver operating characteristic curve, calibration curve and decision curve.Results:A total of 1 361 image omics features were extracted from the original CT images in the 3 phases. The model was established by using multi-factor logistic regression to extract 4 features in the normal scan phase, 2 features in the arterial phase, 3 features in the venous phase and 7 features in the combination of the 3 phases. The area under the curve (AUC) of the model in the normal scan phase was 0.940, the accuracy was 89.1%, the sensitivity was 91.3% and the specificity was 87.0%; the AUC of the model in the arterial phase was 0.923, the accuracy was 84.8%, the sensitivity was 82.6%, and the specificity was 87.0%; the AUC of the model in the venous phase was 0.949, the accuracy was 87.8%, the sensitivity was 83.3%, and the specificity was 91.3%; the AUC of 3 phases combined model was 0.964, the accuracy was 95.1%, the sensitivity was 94.7%, and the specificity was 95.5%. The results showed that the single-phase image omics model was effective in the differential diagnosis of NB and GNB in childhood; the AUC, accuracy, sensitivity and specificity of the 3 phases combined imaging model were higher than those of the single-phase imaging model. The calibration curve and decision curve showed that the probability of differential diagnosis of NB and GNB in childhood by the 3 phases combined model had a high consistency with the observed value, and a good net benefit could be achieved.Conclusions:CT-based image omics model has a high clinical value in the differential diagnosis of NB and GNB in childhood.
10.PAI-1 genetic polymorphisms influence septic patients' outcomes by regulating neutrophil activity.
Shaowei JIANG ; Yang WANG ; Liang CHEN ; Honghua MU ; Connor MEANEY ; Yiwen FAN ; Janesh PILLAY ; Hairong WANG ; Jincheng ZHANG ; Shuming PAN ; Chengjin GAO
Chinese Medical Journal 2023;136(16):1959-1966
BACKGROUND:
Plasminogen activator inhibitor-1 (PAI-1) plays an important role in the pathophysiology of sepsis, but the exact mechanism remains debatable. In this study, we investigated the associations among the serum levels of PAI-1, the incidence of 4G/5G promoter PAI-1 gene polymorphisms, immunological indicators, and clinical outcomes in septic patients.
METHODS:
A total of 181 patients aged 18-80 years with sepsis between November 2016 and August 2018 in the intensive care unit in the Xinhua Hospital were recruited in this retrospective study, with 28-day mortality as the primary outcome. The initial serum level of PAI-1 and the presence of rs1799768 single nucleotide polymorphisms (SNPs) were examined. Univariate logistic regression and multivariate analyses were performed to determine the factors associated with different genotypes of PAI-1, serum level of PAI-1, and 28-day mortality.
RESULTS:
The logistic analysis suggested that a high serum level of PAI-1 was associated with the rs1799768 SNP of PAI-1 (4G/4G and 4G/5G) (Odds ratio [OR]: 2.49; 95% confidence interval [CI]: 1.09, 5.68). Furthermore, a high serum level of PAI-1 strongly influenced 28-day mortality (OR 3.36; 95% CI 1.51, 7.49). The expression and activation of neutrophils (OR 0.96; 95% CI 0.93, 0.99), as well as the changes in the expression patterns of cytokines and chemokine-associated neutrophils (OR: 1.00; 95% CI: 1.00, 1.00), were both regulated by the genotype of PAI-1.
CONCLUSIONS
Genetic polymorphisms of PAI-1 can influence the serum levels of PAI-1, which might contribute to mortality by affecting neutrophil activity. Thus, patients with severe sepsis might clinically benefit from enhanced neutrophil clearance and the resolution of inflammation via the regulation of PAI-1 expression and activity.
Adolescent
;
Adult
;
Aged
;
Aged, 80 and over
;
Humans
;
Middle Aged
;
Young Adult
;
Genotype
;
Neutrophils
;
Plasminogen Activator Inhibitor 1/genetics*
;
Polymorphism, Single Nucleotide/genetics*
;
Retrospective Studies
;
Sepsis/genetics*

Result Analysis
Print
Save
E-mail