1.Dynamic and static nasolabial muscle anatomy of unilateral cleft lip adult patients based on magnetic resonance imaging data
Kangzhe WANG ; Yuming LI ; Chunchao XIA ; Bing SHI ; Chenghao LI
West China Journal of Stomatology 2024;42(5):636-643
Objective This study aims to obtain a three-dimensional reconstruction model based on magnetic reso-nance imaging(MRI)data of patients with different degrees of unilateral cleft lip and analyze the anatomy and changes in multiple groups of nasolabial muscles under dynamic and static conditions.Methods One normal person and four adult patients with unilateral cleft lip were included,and MRI was performed under static(upper and lower lips closed naturally)and dynamic(pout and grin)conditions.3D Slicer software was used to reconstruct the model and draw the anatomic morphology of nasolabial muscles.The distance between the junction(where the muscle merges into the orbicularis oris)of the levator muscle,zy-gomaticminor muscle,and zygomatic major muscle to the median sagittal plane,the starting point to the junction point,the dynamic and static junction points,and the angle between the connection of dynamic and static junctions and the hori-zontal plane were measured under three kinds of movements,and the ratio was calculated.Results In all patients,un-der dynamic and static conditions,the distance from the muscle junction to the median sagittal plane,their ratios of the cleft side to the non-cleft side were all greater than 1.While the ratios of the distance from the starting point of the mus-cle to the junction point were less than 1.At static conditions,the two ratios of the same muscle increased gradiently with the severity of the cleft,and the ratio of the zygomatic minor muscle was prominent in the same patient.The ratio of the cleft side to the non-cleft side was greater than 1,and the value for comparison was the angle of the line from the static to the dynamic junction and the horizontal plane.Conclusion The symmetry of the insertion site of the orbicularis oris and the linear distance of both sides of the muscle are related to muscle and cleft types.The angle of muscle contraction on the cleft side is greater than that on the non-cleft side.
2.Feasibility of deep learning combined with compressed sensing technology to improve breath-hold three-dimensional magnetic resonance cholangiopancreatography image quality
Ye YUAN ; Yu ZHANG ; Hanyu LI ; Dao'en ZHANG ; Tingting YANG ; Zhenlin LI ; Chunchao XIA
Chinese Journal of Radiology 2024;58(9):935-940
Objective:To explore the improvement of image quality of different acceleration factors in breath-hold three-dimensional magnetic resonance cholangiopancreatography (3D MRCP) using deep learning (DL) and compressed sensing (CS) technology.Methods:A total of 68 patients who underwent upper abdominal 3D MRCP examination at West China Hospital of Sichuan University from March to August 2023 were prospectively included. The patients were subdivided into three groups randomly with the following paramters: CS group with an acceleration factor of 24 (CS-24); DL-CS group with acceleration factors 24 (DL-CS-24) and 33 (DL-CS-33) respectively. The signal-to-noise ratio (SNR), contrast ratio (CR) and contrast-to-noise ratio (CNR) of the three sets of images were measured, and the overall image quality, background suppression, artifacts, and visibility of bile ducts and pancreatic ducts at all levels were subjectively evaluated. Chi-square test and Friedman test were used to perform statistical analysis on the number of unsatisfactory diagnostic images and subjective and objective indicators of the three groups of sequences respectively.Results:The scanning time of the DL-CS-33 group (9 s) was 30% shorter than that of the CS-24 group and DL-CS-24 group (13s). The images of DL-CS-33 group from 68 patients all met the clinical diagnostic requirements and statistically differences were found between the images from CS-24 group and DL-CS-24 group (all P<0.05). There were no statistically differences in SNR, CR, CNR, overall image quality, artifacts, and visibility scores of bile ducts and pancreatic ducts at all levels between the DL-CS-33 group and the CS-24 group (all P>0.05). The SNR, CR, CNR, intrahepatic bile duct, main pancreatic duct and overall image quality of the DL-CS -24 group were better than those of the CS-24 group (all P<0.05). Conclusions:DL-CS technology could improves breath-hold 3D MRCP image quality with the 24 acceleration factor with no additioanl scanning time. DL-CS technology combined with a high acceleration factor of 33 further reduces scanning time while ensuring overall image quality, providing a fast breath-hold scanning solution.
3.Research on the application of artificial intelligence compressed sensing technology in three-dimensional proton density weighted imaging of the unilateral hip joint
Daoen ZHANG ; Xu XU ; Hanyu LI ; Sixian HU ; Ye YUAN ; Gaofeng ZHANG ; Xiaoyong ZHANG ; Chunchao XIA ; Zhenlin LI
Chinese Journal of Radiology 2024;58(12):1431-1436
Objective:To explore the impact of artificial intelligence compressed sensing technology (CS-AI) on image quality in three-dimensional proton density weighted imaging (3D PDWI) of the unilateral hip joint.Methods:High-resolution unilateral hip imaging was conducted on 67 healthy volunteers at West China Hospital of Sichuan University from January to July 2023. Imaging was performed by using CS-AI 3D PDWI sequence with acceleration factors (AF) of 4, 6, 8, and 10, respectively. According to the AF, all subjects were divided into 4 groups: CS-AI 4, CS-AI 6, CS-AI 8 and CS-AI 10, with CS-AI 4 serving as a reference. Recording the scan time, the signal and noise intensity of the femoral head, muscle, and subcutaneous fat were measured by a senior radiologist and the signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were then calculated. Additionally, two observers provided ratings for overall image quality and artifacts in the 4 groups, and statistical analysis was performed using the Friedman rank-sum test.Results:The acquisition times for CS-AI 4, CS-AI 6, CS-AI 8, and CS-AI 10 were 5 min 49 s, 3 min 54 s, 2 min 56 s and 2 min 22 s, respectively. Compared to CS-AI 4, the scanning time for CS-AI 6, CS-AI 8, CS-AI 10 were reduced by 32.95%, 50.14%, 59.31%, respectively. The objective evaluation revealed that the SNR and CNR of the femoral head and muscle in groups CS-AI 6, CS-AI 8, and CS-AI 10 were slightly lower than those in group CS-AI 4 ( P<0.05), and the differences were statistically significant. However, no statistically significant differences were found among the 3 groups ( P>0.05). The subjective evaluation indicated that the overall image quality scores of group CS-AI 8 [3 (3,4)] did not significantly differ from those of group CS-AI 4 and CS-AI 6( P>0.05); The mean scores of group CS-AI 4 and CS-AI 6 were 4 (4, 4); Scores of group CS-AI 10 was 3(3, 3), which statistically significant differ from those of the other groups ( P<0.05). The artifacts rating for groups CS-AI 4, CS-AI 6, CS-AI 8 and CS-AI 10 were 4 (4, 4), 4 (4, 4), 3 (3, 4), and 2 (2, 3) respectively. When AF was set to 10, the images exhibited the most severe artifacts ( P<0.05). For other AF values, artifact ratings did not differ significantly ( P>0.05). Conclusion:The CS-AI 3D-PDWI sequence with acceleration factor 8 can acquire high-resolution images of the unilateral hip joint that meet clinical diagnostic requirements while reducing scanning time.
4.A Survey of the Current Status and the Needs of Medical Imaging Technicians in China
Yuqi TAN ; Zheng YE ; Hanyu LI ; Xinyang LYU ; Chunchao XIA ; Zhenlin LI
Journal of Sichuan University (Medical Sciences) 2024;55(3):612-618
Objective To investigate the status quo and the needs of medical imaging technicians(MITs)in the radiology department of secondary and tertiary hospitals in China,so as to provide references and support for the development of the medical imaging technology industry and the relevant policymaking by health administrative departments.Methods The questionnaire was developed by the Chinese Society of Imaging Technology.The radiology department of each hospital involved in the survey recommended one MIT to fill out the online questionnaire.The contents included:(a)the basic information of the hospital;(b)a general overview of the MITs in the hospital;(c)daily work;(d)career development and promotion;(e)research status and needs,etc.Differences in the number of MIT staff were compared using the Mann-Whitney U test and the chi-square test was used to compare the differences in the selected numbers of MITs in need between regions or between different levels of hospitals.Results In this investigation,valid questionnaires were finally obtained from a total of 5 403 hospitals in 31 provinces in China.The total number of MITs of the hospitals covered in the sample was 67 481.The number of MITs in each hospital was 9(5,16).The male-to-female ratio was 1.41:1.MITs who were 20 to 40 years old accounted for 78%.The proportions of MITs who had completed doctorate,master's,undergraduate,junior college,and technical secondary school or lower level education were 0.6%,3.3%,60.7%,30.8%,and 4.55%,respectively.The proportions of chief MITs,deputy chief MITs,supervisor MITs,primary MITs,assistant technician and those below were 1.0%,4.21%,22.1%,51.8%,and 20.9%,respectively.The overall professional satisfaction of MITs was good."Lack of opportunities for learning and communication"was quoted as the main problem MITs encountered in regard to improving their job-related competency.59.2% of the respondents had not published any academic papers in the past five years,and only 7.0% of the respondents had published in journals included in the Science Citation Index(SCI)in the past five years.Conclusion MITs in China are on average relatively young and the number of MITs has greatly increased.At this stage,more attention should be given to the cultivation of talents and continuing education of MITs and the construction of the discipline should be further strengthened,so as to provide strong support for the development of the medical imaging technology industry in China.
5.Deep Learning Reconstruction Algorithm Combined With Smart Metal Artifact Reduction Technique Improves Image Quality of Upper Abdominal CT in Critically Ill Patients
Yunlong PAN ; Xiaoling YAO ; Ronghui GAO ; Wei XIE ; Chunchao XIA ; Zhenlin LI ; Huaiqiang SUN
Journal of Sichuan University (Medical Sciences) 2024;55(6):1403-1409
Objective To evaluate the effect of deep learning reconstruction algorithm combined with smart metal artifact reduction(DLMAR)on the quality of abdominal CT images in critically ill patients who are unable to raise their arms and require electrocardiographic(ECG)monitoring.Methods A total of 102 patients were retrospectively enrolled.All subjects were critically ill patients who were unable to raise their arms and required ECG monitoring.Images were reconstructed using 6 algorithms,including filtered back projection(FBP),iterative reconstruction(IR),deep learning(DL),FBP combined with smart metal artifact reduction(FBPMAR),adaptive statistical iterative reconstruction-V combined with smart metal artifact reduction(IRMAR),and DLMAR.A quantitative analysis of CT values,noise,signal-to-noise ratio(SNR),and contrast-to-noise ratio(CNR)was conducted in regions without metal artifacts and regions with metal artifacts in the liver,as well as the tissues,including those from the liver,spleen,pancreas,and aorta,between the two arms.Qualitative analysis of electrode metal artifacts,the visualization of the structures between the two arms,and image noise was performed with a 5-point scoring system(l=worst and 5=best).Results In the regions of the liver with metal artifacts,there was a significant difference between the CT values of the DLMAR group([98.5±9.8]Hounsfield units[H[J])and those of the FBP group([73.7±5.6]HU),the IR group([75.3±7.5]HU),and the DL group([66.3±11.4]HU)(P<0.01).There was no significant difference between the CT values of the DLMAR group and those of the FBPMAR group([99.8±4.8]HU)and the IRMAR group([99.6±3.4]HU)(P>0.05).The noise of the DLMAR group was found to be significantly lower than that of the other groups(P<0.01).Furthermore,the SNR and CNR of the DLMAR group were also found to be higher than those of the other groups(P<0.01).In the tissue region between the two arms,the differences in CT values among the six groups were not statistically significant(P>0.05).The noise of the DLMAR group was lower than those of the other groups(P<0.01),and the SNR and CNR of the DLMAR group were higher than those of the other groups(P<0.01).In terms of the removal of metal artifacts,the scores of the FBPMAR,IRMAR,and DLMAR groups(4.27±0.32,4.44±0.34,and 4.61±0.28,respectively)were higher than those of the FBP,IR,and DL groups(1.36±0.54,1.32±0.45,and 1.24±0.46,respectively)(P<0.01).The DLMAR group also had a higher score of 4.62±0.37 in the visualization of structures between the two arms and 4.53±0.39 in the noise reduction of images,both of which were higher than those of the other groups(P<0.01).Conclusion DLMAR reduces artifacts,decreases noise,and improves the quality of abdominal CT imaging in critically ill patients who are unable to raise their arms and require ECG monitoring.
6.Multiple rapid-responsive probes for hypochlorite detection based on dioxetane luminophore derivatives
Sun YINGAI ; Gao YUQI ; Tang CHUNCHAO ; Dong GAOPAN ; Zhao PEI ; Peng DUNQUAN ; Wang TIANTIAN ; Du LUPEI ; Li MINYONG
Journal of Pharmaceutical Analysis 2022;12(3):446-452
In recent years,various methods for detecting exogenous and endogenous hypochlorite have been studied,considering its essential role as a biomolecule.However,the existing technologies still pose obstacles such as their invasiveness,high costs,and complicated operation.In the current study,we developed a glow-type chemiluminescent probe,hypochlorite chemiluminescence probe(HCCL)-1,based on the scaffold of Schaap's 1,2-dioxetane luminophores.To better explore the physiological and pathological functions of hypochlorite,we modified the luminophore scaffold of HCCL-1 to develop several probes,including HCCL-2,HCCL-3,and HCCL-4,which amplify the response signal of hypo-chlorite.By comparing the luminescent intensities of the four probes using the IVIS? system,we determined that HCCL-2 with a limit of detection of 0.166 μM has enhanced sensitivity and selectivity for tracking hypochlorite both in vitro and in vivo.
7.Application of image-reading combined with problem-based learning in continuing education of radiographer
Guoyong CHEN ; Hehan TANG ; Yuan YUAN ; Chunchao XIA ; Xuelin PAN ; Zhenlin LI
Chinese Journal of Medical Education Research 2022;21(9):1237-1239
The Department of Radiology of West China Hospital of Sichuan University provides us a teaching model that image-reading combined with problem-based learning (PBL) for radiographer once a month. Based on the problem images and typical cases, after careful image-reading, radiographer is guided to think positively and propose specific solutions to the problems. Then designated personnel gives a detail lecture on related diseases, imaging performance, diagnostic requirements, conventional scanning schemes, operating specifications, common problems and image post-processing, etc., which aims at taking continuing education for radiographers.
8.Identification and expression analysis of WRKY gene family in eukaryotic algae.
Yanan SONG ; Tao LUO ; Chunchao ZHAO ; Chunli JI ; Chunhui ZHANG ; Ruiyan MA ; Hongli CUI ; Runzhi LI
Chinese Journal of Biotechnology 2022;38(5):1965-1980
WRKY is a superfamily of plant-specific transcription factors, playing a critical regulatory role in multiple biological processes such as plant growth and development, metabolism, and responses to biotic and abiotic stresses. Although WRKY genes have been characterized in a variety of higher plants, little is known about them in eukaryotic algae, which are close to higher plants in evolution. To fully characterize algal WRKY family members, we carried out multiple sequence alignment, phylogenetic analysis, and conserved domain prediction to identify the WRKY genes in the genomes of 30 algal species. A total of 24 WRKY members were identified in Chlorophyta, whereas no WRKY member was detected in Rhodophyta, Glaucophyta, or Bacillariophyta. The 24 WRKY members were classified into Ⅰ, Ⅱa, Ⅱb and R groups, with a conserved heptapeptide domain WRKYGQ(E/A/H/N)K and a zinc finger motif C-X4-5-C-X22-23-H-X-H. Haematococcus pluvialis, a high producer of natural astaxanthin, contained two WRKY members (HaeWRKY-1 and HaeWRKY-2). Furthermore, the coding sequences of HaeWRKY-1 and HaeWRKY-2 genes were cloned and then inserted into prokaryotic expression vector. The recombinant vectors were induced to express in Escherichia coli BL21(DE3) cells and the fusion proteins were purified by Ni-NTA affinity chromatography. HaeWRKY-1 had significantly higher expression level than HaeWRKY-2 in H. pluvialis cultured under normal conditions. High light stress significantly up-regulated the expression of HaeWRKY-1 while down-regulated that of HaeWRKY-2. The promoters of HaeWRKY genes contained multiple cis-elements responsive to light, ethylene, ABA, and stresses. Particularly, the promoter of HaeWRKY-2 contained no W-box specific for WRKY binding. However, the W-box was detected in the promoters of HaeWRKY-1 and the key enzyme genes HaeBKT (β-carotene ketolase) and HaePSY (phytoene synthase) responsible for astaxanthin biosynthesis. Considering these findings and the research progress in the related fields, we hypothesized that the low expression of HaeWRKY-2 under high light stress may lead to the up-regulation of HaeWRKY-1 expression. HaeWRKY-1 may then up-regulate the expression of the key genes (HaeBKT, HaePSY, etc.) for astaxanthin biosynthesis, consequently promoting astaxanthin enrichment in algal cells. The findings provide new insights into further analysis of the regulatory mechanism of astaxanthin biosynthesis and high light stress response of H. pluvialis.
Eukaryota
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Gene Expression Regulation, Plant
;
Phylogeny
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Plant Proteins/metabolism*
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Plants/metabolism*
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Stress, Physiological/genetics*
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Transcription Factors/metabolism*
9.Toxoplasma gondii Induces Apoptosis via Endoplasmic Reticulum Stress-Derived Mitochondrial Pathway in Human Small Intestinal Epithelial Cell-Line
Hao WANG ; Chunchao LI ; Wei YE ; Zhaobin PAN ; Jinhui SUN ; Mingzhu DENG ; Weiqiang ZHAN ; Jiaqi CHU
The Korean Journal of Parasitology 2021;59(6):573-583
Toxoplasma gondii, an intracellular protozoan parasite that infects one-third of the world’s population, has been reported to hijack host cell apoptotic machinery and promote either an anti- or proapoptotic program depending on the parasite virulence and load and the host cell type. However, little is known about the regulation of human FHs 74 small intestinal epithelial cell viability in response to T. gondii infection. Here we show that T. gondii RH strain tachyzoite infection or ESP treatment of FHs 74 Int cells induced apoptosis, mitochondrial dysfunction and ER stress in host cells. Pretreatment with 4-PBA inhibited the expression or activation of key molecules involved in ER stress. In addition, both T. gondii and ESP challenge-induced mitochondrial dysfunction and cell death were dramatically suppressed in 4-PBA pretreated cells. Our study indicates that T. gondii infection induced ER stress in FHs 74 Int cells, which induced mitochondrial dysfunction followed by apoptosis. This may constitute a potential molecular mechanism responsible for the foodborne parasitic disease caused by T. gondii.
10.Adenosine A3 Receptor Mediates ERK1/2- and JNK-Dependent TNF-α Production in Toxoplasma gondii-Infected HTR8/SVneo Human Extravillous Trophoblast Cells
Wei YE ; Jinhui SUN ; Chunchao LI ; Xuanyan FAN ; Fan GONG ; Xinqia HUANG ; Mingzhu DENG ; Jia-Qi CHU
The Korean Journal of Parasitology 2020;58(4):393-402
Toxoplasma gondii is an intracellular parasite that causes severe disease when the infection occurs during pregnancy. Adenosine is a purine nucleoside involved in numerous physiological processes; however, the role of adenosine receptors in T. gondii-induced trophoblast cell function has not been investigated until now. The goal of the present study was to evaluate the intracellular signaling pathways regulated by adenosine receptors using a HTR-8/SVneo trophoblast cell model of T. gondii infection. HTR8/SVneo human extravillous trophoblast cells were infected with or without T. gondii and then evaluated for cell morphology, intracellular proliferation of the parasite, adenosine receptor expression, TNF-α production and mitogen-activated protein (MAP) kinase signaling pathways triggered by adenosine A3 receptor (A3AR). HTR8/SVneo cells infected with T. gondii exhibited an altered cytoskeletal changes, an increased infection rate and reduced viability in an infection time-dependent manner. T. gondii significantly promoted increased TNF-α production, A3AR protein levels and p38, ERK1/2 and JNK phosphorylation compared to those observed in uninfected control cells. Moreover, the inhibition of A3AR by A3AR siRNA transfection apparently suppressed the T. gondii infection-mediated upregulation of TNF-α, A3AR production and MAPK activation. In addition, T. gondii-promoted TNF-α secretion was dramatically attenuated by pretreatment with PD098059 or SP600125. These results indicate that A3AR-mediated activation of ERK1/2 and JNK positively regulates TNF-α secretion in T. gondii-infected HTR8/SVneo cells.

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