1.Age estimation based on machine learning and thin-layer CT of sternal end of clavicle
Yuxiao SUN ; Xinyi WANG ; Keranmu REFATIJIANG ; Zhen XU ; Haiyuan NI ; Mengjun ZHAN ; Zhenhua DENG
Chinese Journal of Forensic Medicine 2023;38(6):623-627,632
Objective The Kellinghaus grading method was used to manually read and grade the thin-layer CT of sternal end of clavicle,and a variety of traditional statistical methods as well as machine learning methods were used to construct age estimation models for adolescents and adults in early adulthood,to explore the value of the application of machine learning technology in the study of age estimation of the Han Chinese population in Sichuan.Methods Thin-section CT images of the chest were retrospectively collected from 491 individuals aged 10~30 years,and the collected samples were assigned a reading grade with reference to the Kellinghaus grading method.10%of the xases were randomly selected as the test set,and the remaining data were used as the training set to construct a variety of traditional statistical regression models and machine learning models for estimating the age of adolescents and adults in early adulthood,and the performance of the models was evaluated by using the mean absolute error(MAE).Results The statistical regression model with the best efficacy was the cubic regression model,with an MAE value of 1.34 for males and 1.57 for females;of the three machine learning models,the Random Forest model had the best predictive efficacy for males,with an MAE value of 1.39,and the Support Vector model had the best predictive efficacy for females,with an MAE value of 1.51.Conclusion In the construction of age estimation models for sternal end of clavicle,the machine learning model has a certain improvement in the accuracy of age prediction,but there is no obvious advantage compared with the traditional statistical regression model,and the use of the machine learning method in age estimation based on sternal end of clavicle still needs further exploration.
2.Value of myocardial scar in predicting malignant ventricular arrhythmia in patients with chronic myocardial infarction.
Danling GUO ; Hongjie HU ; Zhenhua ZHAO ; Sangying LYU ; Yanan HUANG ; Ruhong JIANG ; Cailing PU ; Hongxia NI
Journal of Zhejiang University. Medical sciences 2019;48(5):511-516
OBJECTIVE:
To assess the predictive value of myocardial scar mass in malignant ventricular arrhythmia (MVA) after myocardial infarction.
METHODS:
Thirty myocardial infarction patients with complete electrophysiology and cardiac MRI data admitted from January 2012 to August 2017 were enrolled in the study. According to the results of intracavitary electrophysiological study, MVA developed in 16 patients (MVA group) and not developed in 14 patients (non-MVA group). The qualitative and quantitative analysis of left ventricular ejection fraction (LVFE) and scar mass was performed with CV post-processing software and predictive value of myocardial scar and LVEF for MVA after myocardial infarction was analyzed using ROC curves.
RESULTS:
LVEF in MVA group was significantly lower than that in non-MVA group, and scar mass in MVA group was significantly higher than that in non-MVA group (all <0.05). Regression analysis showed that LVEF (=1.580) and scar mass (=6.270) were risk factors for MVA after myocardial infarction. For predicting MVA, the area under ROC curve () of LVEF was 0.696 with a sensitivity of 0.786 and the specificity of 0.685; the of the scar mass was 0.839 with a sensitivity was 0.618 and the specificity of 0.929; the of LVEF combined with scar mass was 0.848 with a sensitivity of 0.688 and specificity of 0.857.
CONCLUSIONS
Myocardial scar assessed by late gadolinium enhancement MRI is more effective than LVEF in predicting MVA after myocardial infarction.
Arrhythmias, Cardiac
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diagnosis
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Cicatrix
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diagnostic imaging
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Contrast Media
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Gadolinium
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Humans
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Myocardial Infarction
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complications
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diagnostic imaging
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Predictive Value of Tests
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Ventricular Function, Left
3.Overexpression of CLPTM1L inhibits the sensitivity of 95-D lung cancer cells to gemcitabine
Yipeng SUN ; Zhenhua NI ; Yingying WU ; Qingge CHEN ; Junjie BI ; Yuhua LIN ; Xiongbiao WANG
Practical Oncology Journal 2019;33(6):486-490
Objective This study aimed to investigate the relationship between CLPTM1L gene and lung cancer 95-D cells sensitivity to gemcitabine,and to explore its potential mechanism of action. Methods Overexpression of lentivirus against CLPTM1L gene was constructed and infected with lung cancer 95-D cells;Cells were divided into the CLPTM1L overexpression group and con-trol group;The proliferation of cells in the overexpressing and control groups after gemcitabine treatment was detected by CCK-8;The changes of CLPTM1L gene and protein were detected by real-time PCR,Western blot and immunochemiluminescence;The changes of caspase-3/7 and caspase-9 activities were detected by bioluminescence;Western blot was used to detect the changes of p-4E-BP1 protein. Results The expression of CLPTM1L gene( P =0. 036) and its protein ( P <0. 01) was significantly increased after CLPTM1L overexpressed lentivirus-infected 95 -D cells;Compared with the control group,the proliferation of CLPTM1L overex-pressing group after gemcitabine treatment was increased(P <0. 01);The activity of caspase activity showed that the activities of caspase-3/7 and caspase-9 in the CLPTM1L overexpression group were significantly lower than those in the control group(P<0. 01);The phosphorylated level of 4E-BP1 protein in the CLPTM1L overexpression group was significantly higher than that in the control group. Conclusion Overexpression of CLPTM1L can reduce the sensitivity of lung cancer cells to gemcitabine. Its mechanism may be to increase the phosphorylation level of 4E-BP1.
4. The function of exosome-derived miRNAs in gastric cancer
Mengyao SUN ; Si CAI ; Jie WANG ; Zhenhua NI ; Qingfeng TANG
Chinese Journal of Laboratory Medicine 2018;41(7):499-502
Gastric cancer, a common malignant tumor in digestive system with high morbidity as well as mortality rate, is insidious at the onset and lack of effective treatments so far. A growing number of studies have shown that exosome-derived miRNAs play an important role in the occurrence and development of gastric cancer. Autocrine exosome miRNAs from gastric cancer cells regulated tumor growth, recurrence, metastasis and drug resistance, etc. Moreover, exosomal miRNAs in the tumor microenvironment can be delivered into cancer cells to facilitate intercellular communication, thus affecting the progress of gastric cancer. Due to exosomes, which were released into circulation from tumor cells, contain abundant, specific and stable miRNAs, exosome-derived miRNAs have a great potential to be used as novel diagnosis biomarkers and treatment targets of gastric cancer.(
5.The efficacy and complications of minimally invasive vs. the traditional open transforaminal lumbar interbody fusion for the treatment of lumbar spondylolisthesis
Aimin WU ; Zhichao HU ; Zhenhua FENG ; Xiaobing LI ; Hui XU ; Shen WANG ; Qishan HUANG ; Fangmin MAO ; Yan LIN ; Xiangyang WANG ; Wenfei NI
Chinese Journal of Orthopaedics 2018;38(20):1230-1239
Objective To investigate the clinical efficacy and complications of minimally invasive transforaminal lumbar-interbody fusion (TLIF) in the treatment of lumbar spondylolisthesis. Methods Total 142 patients with single level spondylolis-thesis who treated by TLIF from 2010.01 to 2015.06 were included in this study, with 68 cases in minimally invasive TLIF (MIS-TLIF) group and 74 cases in traditional open TLIF group. The general information (age, gender, isthmic or degenerative type, per-centage of slip degree, levels), operative time, blood loss, length of postoperative hospital stay, Visual Analogue Scale (VAS) of low-back pain and leg pain, and Oswestry Disability Index (ODI) were recorded and collected. The posterior height of the interverte-bralpace and segmental lordosis, reduction of spondylolisthesis and cross-sectional area of spinal canal were measured. Results There was no statistically significant difference between the two groups in age, gender ratio, percentage of slip degree, and sur-gicallevels distribution. Total of 66 cases in MIS-TLIF group and 71 cases in Open TLIF group finished 2 years follow up, and 25 cases in MIS-TLIF group and 31 cases in Open TLIF group finished 5 years follow up. The blood loss of the MIS-TLIF group was 164.7±51.7 ml, significantly lower than the open TLIF group of 239±69.3 ml(P<0.001). The length of postoperative hospital stay was 5.9 ± 1.5 days in MIS-TLIF group, significantly shorter than the open TLIF group of 7.3 ± 3.1 days(P<0.001). The operative time of MIS-TLIF and Open TLIF was 146.3±21.9 mins, 152.0±20.4 mins, respectively, and no significant differ-ence was found between them. The VAS ofback pain, leg pain, ODI in MIS-TLIF group was 1.76±1.16, 1.91±1.36 and 23.5± 7.3 at 2 years follow up, and in Open TLIF was 1.73±1.10, 1.83±1.36 and 23.8±6.7, respectively, all of them were significant-ly different to pre-operation, however, no significant difference was found between two groups. The VAS of back pain, leg pain, ODI in MIS-TLIF group was 1.73±1.21, 1.93±1.48, and 25.4±6.8 at 5years follow up, and in Open TLIF was 1.85±1.02, 1.85± 1.33 and 26.1 ± 6.5, respectively, no significant difference between twogroups. The posterior height of the intervertebral space and segmental lordosis of MIS-TLIF was 9.52±1.67 mm and 12.11°±3.44° at 2 years follow up, while the open TLIF was 9.88± 1.54 mm and 12.98 ± 3.83° , all of them were significantly different to pre-operation,however, no significant difference between two groups. The posterior height of the intervertebral space and segmental lordosis of MIS-TLIF was 9.37 ± 1.46 mm and 11.55° ± 2.77° , while the open TLIF was 9.66 ± 1.68 mm and 12.59° ± 4.23° , no significant difference between two groups. The percentage of slip degree was reduced to 5.2%±4.6% in MIS-TLIF and 5.6%±4.3% in open TLIF, the cross-sectional area of spinal canal was enlarged to 139.7±19.5 mm2 and 141.7±20.7 mm2, no significant difference between two groups either. Con-clusion MIS-TLIF has less blood loss, shorter postoperative hospital stay than open TLIF, and similar clinical pain and function-al outcomes. MIS-TLIF is suggested to be a safe and effective choice in the treatment of lower grade lumbar spondylolisthesis (Grade II or less).
6.Primary study of the effects of ursolic acid on colorectal tumor and tumor microenvironment in mice
Honghong YUE ; Wenbin HAO ; Fenfen XIANG ; Zhenhua NI ; Jun XU ; Rong WU ; Xiangdong KANG
Journal of International Oncology 2017;44(11):806-811
Objective To investigate the effect of ursolic acid (UA) on the colorectal tumor and microenvironment in mice,and to provide a theoretical basis for the clinical application of UA.Methods The models of subcutaneous transplanted tumor of mouse CT26 cells was established.The models were divided into four groups:control group,tumor bearing group,tumor beating dimethyl sulfoxide (DMSO) group and tumor beating UA group.Tbe serum levels of interleukin-6 (IL-6) were detected by enzyme linked immunosorbent assay (ELISA).The number and percentage of myeloid-derived suppressor cell (MDSC) in the spleen of mice were analyzed by flow cytometry.The mRNA levels of IL-6 and signal transducer and activator of transcription 3 (STAT3) in tumor were examined by real-time quantitative polymerase chain reaction (RT-PCR).The protein levels of STAT3 and p-STAT3 in tumor were detected by Western blotting.Results The results showed that UA could significantly decrease the number of spleen MDSC.The accounts of spleen MDSC of tumor bearing UA group (249.60 ± 17.12) was lower than that of tumor beating DMSO group (366.40 ± 34.08),and the difference was statistically significant (P =0.021).The serum level of IL-6 in tumor bearing UA group [(46.40 ± 17.05) pg/ml] was decreased than that in tumor bearing DMSO group [(94.27 ±21.51) pg/ml],and the difference was statistically significant (P =0.012).The expression levels of IL-6 and STAT3 mRNA in tumor tissues of tumor bearing UA group (0.12 ±0.01,0.21 ±0.08) were lower than those of tumor bearing DMSO group (0.69 ± 0.14,0.79 ± 0.06),and the differences were statistically significant (P =0.008;P =0.003).The protein expression levels of STAT3 and p-STAT3 in tumor tissues of tumor bearing UA group (0.81 ±0.02,0.28 ±0.04) were lower than those of tumor bearing DMS0 group (0.98 ±0.02,0.91 ±0.22),and the differences were statistically significant (P =0.027;P =0.029).Conclusion UA may inhibit the activation of STAT3 signaling pathway and the amplification of MDSC in microenvironment by reducing IL-6,thus to enhance the function of immune-killing tumor cells to regulate tumor immune microenvironment and inhibit the immune escape of mouse colorectal cancer cells.
7.Therapeutic and It's Mechanism of Qixiantang Decoction in Asthma Model Mice
Li SUN ; Qingge CHEN ; Zhenhua NI ; Yiming LAI ; Xiongbiao WANG
Herald of Medicine 2017;36(1):16-21
Objective To observe the effect of qixiantang decoction on asthma model mice and to explore its mechanism of phosphatase gene ( PTEN)-up-regulation. Methods A total of 28 healthy female BALB/c mice were divided into 4 groups according to the random number table ( n=7 ): normal control group, model control group, qixiantang decoction group, and dexamethasone group. The mice were sensitized with ovalbumin ( OVA) for asthma model. Qixiantang decoction group was treated with drug after OVA sensitization. Hematoxylin-eosin ( H-E) staining was applied to observe the pulmonary inflammation in mice, and periodic acid Schiff ( PAS) staining was used to examine airway mucus secretion. ELISA was used to detect the concentration of serum IgE. Real-time quantitative PCR was used to examine IL-13 and IL-5 gene expression changes in lung tissues of mice. Western blotting was used to detect the expression of PTEN and SIRT1 protein in lung tissues. Results The lung tissue inflammatory infiltration and mucus secretion in model control group were higher than normal control group (P<0. 01), and that in the qixiantang decoction group. The level of serum IgE in model control group [(6. 67 ± 2. 59) pg·mL-1)] was significantly higher than normal control group [(0.27 ± 0.05) pg·mL-1, P <0.01] ,and that in the qixiantang decoction group [(3.52 ±1.44) pg·mL-1,P<0.05]. The expression of PTEN and SIRT1 in lung tissue of model control group were significantly lower than normal control group, and that of qixiantang decoction group. The expression of IL-5 and IL-13 mRNA of qixiantang decoction group was significantly lower (P<0. 05). Conclusion Qixiantang decoction could significantly ameliorate inflammation in asthmatic mice by regulate IgE、IL-5、IL-13 expression, and might up-regulate PTEN expression via SIRT1 signal.
8.The feasibility of building the oblique lumbar interbody fusion corridor: A CT image study
Haichao XU ; Zhenhua FENG ; Xiaobin LI ; Aimin WU ; Wenfei NI
Chinese Journal of Orthopaedics 2017;37(16):1021-1028
Objective To determine the radiographic feasibility of oblique lumbar interbody fusion (OLIF) corridor to treat lumbar disease at each lumbar disc level,including the corridor's numerical value and the influence of diaphragmatic crura and aorta abdominalis.Methods A retrospective CT study was conducted on 110 patients (including 69 males and 41 females,average age 47.95 years,range 16-83 years) that continuously collected and analyzed in the PACS system.The oblique corridor was defined as the area between the left lateral border of the aorta abdominalis(or iliac artery) and the right lateral border of the left psoas.The distances and angles of L1-2,L2-3,L3-4 and L4-5 levels were measured.Whether the change of diaphragmatic crura and aorta abdominalis affected the building of the corridor was also observed.Results The mean distances of oblique corridor to the levels of L1-L5 discs were:L1-2 15.90 mm,L2-3 14.82 mm,L3-4 17.57 mm,L4-5 11.16 mm.At the levels of L1-2 and L3-4,all of the images could build the corridor.But there were only 97.27% images allowing operation at both L2-3 and L4-5,and the other 3 cases couldn't build the corridor since the aorta abdominalis was very close to psoas,and the distance was almost 0 mm.The max mean distance was 36.79 mm at L3-4 level.The mean angles were:L1-2 36.98°;L2-3 37.76°;L3-4 40.96°;L4-5 37.85°.The significant difference was at L3-4,ranged from 13.09 to 61.93°.The level of the aortic bifurcation was from the lower third of the L3 vertebral body to the middle third of the L5 vertebral body.The levels of left diaphragmatic crura's ending point in the lumbar was divided into four groups:1) Group L1 vertebral body level:the level at L1 vertebral body and above,5 cases (4.55%);Group L1-2 disc to L2 vertebral body level:at L1-2 disc and L2 vertebral body,67 cases (60.91%);Group L2-3 disc to L3 vertebral body level:at L2-3 disc and L3 vertebral body,36 cases (32.72%);Group L3-4 disc to L4 vertebral body level:at L3-4 disc and L4 vertebral body,2 case (1.81%).Conclusion The OLIF corridor can be built successfully at L1-2 and L3-4.However,it may be difficult at L2-3 and L4-5 for some patients due to the aorta abdominalis which is too close to psoas.The angles of L1-L5 levels were similar.While the left diaphragmatic crura was mainly impact the corridor insertion at L1-2 and L2-3.And the level of the aortic bifurcation was mainly located at the upper endplate of L4 to the L4-5 disc (87%).
9.Bedside ultrasound-guided nasointestinal feeding tube placement in critically ill elderly patients
Jiming CAI ; Li SUN ; Weihong NI ; Qun ZHAO ; Zhenhua FU ; Yu ZHU ; Yufang YANG
Chinese Journal of Geriatrics 2017;36(10):1103-1106
Objective To investigate the feasibility of inserting and detaining nasointestinal feeding tube in small bowl guided by bedside ultrasound(US)in critically ill elderly patients.Methods This was a retrospective study.Sixty four aged patients(≥ 60 years)in general ICU,the Second Affiliated Hospital of Jiaxing College,received the US-guided nasointestinal feeding tubes inserting and detaining.Feeding tubes passed through nasal and went into the stomach by manual blind method.Under US-guiding condition,the tube passed through the pyloric sphincter and further into the duodenum or jejunum.Finally the correct position of the tube head was assessed by bedside X-ray examination.Results The US-guided nasointestinal feeding tube-detaining technique was successfully operated in 57 patients(89.1%).The feeding tube heads were in the duodenum in thirty four cases(53.1 %),and in proximal jejunum in twenty-three cases(35.9%).The untoward reaction included the bleeding of nasal cavity in 1 case,and hypotension in another case.Conclusions Bedside US-guided nasointestinal feeding tube placement is safe and feasible in aged critical patients.
10.Preparation and preliminary utilization of monoclonal antibodies specifically against an immunogenic fragment in ectodomain of prostate-specific membrane antigen (PSMA)
Rong TAO ; Zhenhua NI ; Sheng YANG ; Chong LIU ; Min ZHU ; Jiangfan SHEN ; Shaohua TU
Chinese Journal of Immunology 2016;(2):205-209
Objective:To prepare monoclonal antibodies specifically against an immunogenic fragment in ectodomain of prostate-specific membrane antigen ( PSMA ).Methods: An polypeptide immunogenic fragment in the ectodomain of PSMA was predicted by biological information technology,and then it was expressed prokaryotically.BALB/c mice were immunized with the prokar-ytically expressed recombinant polypeptide antigen,to prepare the monoclonal antibodies specifically against an immunogenic fragment in ectodomain of PSMA by hybridoma technology,purification of monoclonal antibody by affinity chromatography,characterization of the monoclonal antibodies by Western blot.The radioimmunoimaging in prostate cancer model was performed by using the labeled McAb.Results:Throught the software analysis,we got the antigen fragment in the ectodomain of PSMA containing 310aa sequences higher specificity, artificially synthesized gene sequence of the region, and constructed a prokaryotic expression vector pET-32a-r-ectodomain-PSMA,by prokaryotic expression we obtained the 50 kD target antigen,after hybridization,the three positive hybridoma cell lines (5E6,4A5 and 4D7) were selected by ELISA using target antigen,the isotypes of 5E6 and 4A5 were IgG2a,the isotypes of 4D7 were IgG1,the titer of three monoclonal antibodies was above 1∶256 000.Western blot results showed that the prepared monoclonal anti-bodies could binding specifically to the antigen in the ectodomain of PSMA.Radioimmunoimaging in prostate cancer animal model results further confirm that the prepared monoclonal antibodies could combinate with the antigen in the ectodomain of PSMA in the animal body, and make the tumor imaging.Conclusion: The prepared monoclonal antibodies can specifically recognizes the PSMA antigen,which laid the foundation for the immunodiagnosis and immunotherapy of prostate cancer.