1.A preliminary study on automatic measurement of abduction angle after total hip arthroplasty using artificial intelligence algorithm on antero-posterior radiographs
Kexin WANG ; Xiaodong ZHANG ; Pengsheng WU ; Jialun LI ; Daojian ZHANG ; He WANG
Journal of Practical Radiology 2024;40(1):140-144
Objective To explore the feasibility of automating the measurement of abduction angle after total hip arthroplasty(THA)on postoperative radiographs by using deep learning algorithms.Methods The data were retrospectively collected.A total of 381 cases were used to develop deep learning model.Two radiologists annotated the key points on the images(lateral-superior point and medial-inferior point of acetabular cups,tear drops).The data was split into training dataset(304 cases),tuning dataset(38 cases),and test dataset(39 cases).A 2D U-net model was trained to segment the key points and the abduction angle were automatically meas-ured.After development of the model,an external validation dataset was collected(143 cases).Dice similarity coefficient(DSC)and mean absolute error(MAE)were used to evaluate the prediction efficiency of the model in the test dataset and the external validation dataset.Bland-Altman test was used to analyze the agreement between the abduction angle measured automatically by the model and the physician measurement.Results The DSC were 0.870-0.905 and 0.690-0.750 in the test dataset and the external validation dataset,and the corresponding MAE were 0.311-0.561 and 0.951-1.310.For the result of Bland-Altman analysis,only 6.52%(3/46)and 2.08%(3/144)of the abduction angle measurements in the test dataset and external validation dataset were outside the 95%limit of agreement(LoA).In the qualitative evaluation of the abduc-tion angle,the agreement of the model with the physician were 97.8%and 90.3%in the test dataset and the external validation dataset.Conclusion It is feasible to use deep learning algorithms to automatically measure the abduction angle after THA on X-ray images,achieving similar accuracy to that of physician.
2.Beta-sitosterol improves cerebral ischemia-reperfusion injury in rats by inhibiting endoplasmic reticulum stress
Xingyun YUAN ; Fei WANG ; Wanhong CHEN ; Wenqiang LI ; Juanli ZHANG ; Qing LIU ; Jialun XIN ; Li YAO
Chinese Journal of Neuromedicine 2024;23(9):886-894
Objective:To reveal the effect of β-sitosterol on cerebral ischemia-reperfusion injury (CIRI) in rats and whether its mechanism is related to endoplasmic reticulum stress (ERS).Methods:Fifty-three CIRI rats (CIRI models established by modified Longa method) were randomly divided into model group ( n=14), β-sitosterol low-dose group ( n=13), β-sitosterol medium-dose group ( n=13) and β-sitosterol high-dose group ( n=13); 12 rats underwent the same operation without blocking the middle cerebral artery were selected as sham-operated group. Rats in the sham-operated group and model group were given intragastric administration of 1 mL 5 g/L sodium carboxymethyl cellulose daily. Rats in the β-sitosterol low-dose group, β-sitosterol medium-dose group and β-sitosterol high-dose group were given intragastric administration of 1 mL β-sitosterol at 10, 20 and 40 mg/kg/d (dissolved in 5 g/L sodium carboxymethyl cellulose), respectively, for 14 consecutive d. Neurological function was evaluated according to Zea Longa 5 method. Rats were sacrificed and brain tissues were collected. Volume of cerebral infarction was measured by 2,3,5-triphenyl tetrazolium chloride (TTC) staining. Brain injury and neuronal apoptosis were evaluated by HE staining, Nissl staining and TUNEL. Superoxide dismutase (SOD), glutathione peroxidase (GSH-Px) and malondialdehyde (MDA) contents were detected by water-soluble tetrazolium 1 (WST-1) method, colorimetric method or thiobarbituric acid (TBA) method, respectively. The mRNA and protein expression levels of protein kinase R-like endoplasmic reticulum kinase (PERK), inositol-requiring enzyme-1 (IRE-1), activated transcription factor-6 (ATF-6), glucose-regulated protein 78 (GRP78), C/EBP homologous protein (CHOP) and Caspase-12 in the brain tissues were detected by qRT-PCR or Western blotting. Results:Compared with the sham-operated group, the model group had significantly increased neurological function score, cerebral infarction volume and TUNEL positive rate, decreased SOD and GSH-Px content, increased MDA content, and increased mRNA and protein expressions of PERK, IRE-1, ATF-6, GRP78, CHOP and Caspase-12 ( P<0.05). Compared with the model group, the β-sitosterol low-dose group, β-sitosterol medium-dose group and β-sitosterol high-dose group had significantly decreased neurological function score, cerebral infarction volume, and TUNEL positive rate, increased SOD and GSH-Px content, and decreased MDA content ( P<0.05); the β-sitosterol low-dose group, β-sitosterol medium-dose group and β-sitosterol high-dose group had significantly decreased mRNA and protein PERK expressions (mRNA: 2.17±0.17, 1.79±0.07 and 1.33±0.07; protein: 5.11±0.52, 2.91±0.26 and 1.98±0.17), IRE-1 expressions (mRNA: 1.75±0.18, 1.65±0.08 and 1.32±0.08; protein: 5.00±0.31, 4.05±0.27 and 1.98±0.14), ATF-6 expressions (mRNA: 2.24±0.12, 1.77±0.14 and 1.37±0.13; protein: 4.93±0.45, 4.04±0.30 and 3.10±0.20), GRP78 expressions (mRNA: 2.67±0.16, 2.11±0.16 and 1.69±0.11; protein: 5.02±0.38, 2.97±0.26 and 2.05±0.22), CHOP expressions (mRNA: 2.01±0.16, 1.70±0.19 and 1.40±0.10; protein: 4.92±0.39, 4.02±0.27 and 3.08±0.22) and Caspase-12 expressions (mRNA: 1.85±0.09, 1.61±0.09 and 1.30±0.09; protein: 3.03±0.20, 2.19±0.11 and 1.82±0.11) compared with the model group (mRNA: 2.99±0.28, 2.27±0.12, 2.57±0.21, 3.46±0.20, 2.50±0.23 and 2.35±0.16; protein: 6.98±0.48, 6.03±0.58, 5.98±0.63, 7.10±0.45, 6.00±0.53 and 5.02±0.43, P<0.05). Conclusion:β-sitosterol attenuates CIRI in rats, whose mechanism may be related to inhibition of ERS signal pathway.
3.A survey of gastroenterologists′ knowledge and practice of the consensus and guideline of Helicobacter pylori infection (version 2022)
Yingying HAN ; Jiyan LI ; Yani ZHOU ; Jialun GUAN ; Mei LIU ; Jiazhi LIAO ; Peiyuan LI
Chinese Journal of Digestion 2024;44(4):238-244
Objective:To investigate the knowledge and practice of the Sixth Chinese national consensus report on the management of Helicobacter pylori ( H. pylori) infection (treament excluded) (referred to as sixth national consensus)and 2022 Chinese national clinical practice guideline on H. pylori eradication treatment (referred to as guideline) among gastroenterologists in China, so as to provide out relevant training in the future. Methods:A questionnaire was designed according to sixth national consensus and guideline, including knowledge and practice of sixth national consensus and guideline, and the detection, indications of eradication, the relationship between infection and gastrointestinal microbiota, and eradication of H. pylori. From November 1 to 30 in 2023, the questionnaire-based survey was conducted among 1 506 gastroenterologists from secondary and tertiary hospitals of 24 provinces, autonomous regions and municipalities in China with convenience sampling method using the "Questionnaire Star" online questionnaire platform and the questionnaire link was sent by WeChat. Descriptive methods were used for statistical analysis. Results:A total of 1 442 valid questionnaires were collected. The awareness rate of sixth national consensus and guideline of gastroenterologists was 83.7% (1 207/1 442), and 47.2% (680/1 442) had read the relevant content in detail. Urea breath test (97.4%, 1 404/1 442) was the most commonly used method for diagnosing current H. pylori infection, however, more than half of the physicians chose serological test (53.3%, 769/1 442) for the diagnosis of current infection. The common indications of H. pylori eradication could be identified by 84.3%(1 215/1 442) of gastroenterologists. The most well-known eradication regimen was bismuth quadruple regimen (98.5%, 1 421/1 442), while some physicians still believed that the standard triple regimen (31.8%, 459/1 442) and sequential regimen (21.9%, 316/1 442) were recommended by the guideline. A further 20.2% (291/1 442) frequently prescribed a triple regimen combined with gastric mucosal protectants and the awareness rate of high-dose dual regimen was 59.1% (852/1 442). Amoxicillin + clarithromycin (65.4%, 943/1 442) and amoxicillin+ furazolidone (20.1%, 290/1 442) were commonly used antibiotic combinations in bismuth quadruple therapy. Potassium-competitive acid blockers and double-dose proton pump inhibitors were commonly used in bismuth quadruple therapy by 45.4% (655/1 442) and 46.0% (664/1 442) of physicians, respectively. For patients with multiple failed eradications, furazolidone was the most commonly used antibiotic for re-eradication(71.7%, 1 034/1 442). Conclusion:The knowledge and practice of gastroenterologists on H. pylori infection in China deviates from the new consensus and guideline, and more publicity and training should be carried out in future to improve the ability of gastroenterologists to standardise the diagnosis and treatment of H. pylori infection.
4.Acute external otitis after hyaluronic acid injection : a case report
Dong WANG ; Yang LIU ; Guangyu CHEN ; Jialun LI ; Yajie ZHANG
Chinese Journal of Plastic Surgery 2023;39(10):1106-1109
A 23-year-old female patient underwent hyaluronic acid injection to treat bilateral decumbent ear deformity in April 2023 in another hospital. She developed dizziness, nausea, vomiting, intense pain in the left ear canal with bleeding fluid outflow, and significant hearing loss in the left ear 12 h after surgery. She was admitted to Jinan Meiao Plastic Surgery Hospital for specialized medical examination and electronic endoscopy after admission. The patient was diagnosed as acute external otitis after hyaluronic acid injection. The patient’s external ear canal was irrigated with drugs, injected with hyaluronidase solution, followed by symptomatic treatment. After 7 days, the patient’s symptoms disappeared, and her hearing was recovered. In clinical application of hyaluronic acid injection, plastic surgeons should strictly follow indications, master the knowledge of hyaluronic acid preparation and the anatomical structure of the injection site, as well as improve injection techniques, to avoid complications. Also, plastic surgeons should be familiar with the emergency treatment of various complications.
5.Acute external otitis after hyaluronic acid injection : a case report
Dong WANG ; Yang LIU ; Guangyu CHEN ; Jialun LI ; Yajie ZHANG
Chinese Journal of Plastic Surgery 2023;39(10):1106-1109
A 23-year-old female patient underwent hyaluronic acid injection to treat bilateral decumbent ear deformity in April 2023 in another hospital. She developed dizziness, nausea, vomiting, intense pain in the left ear canal with bleeding fluid outflow, and significant hearing loss in the left ear 12 h after surgery. She was admitted to Jinan Meiao Plastic Surgery Hospital for specialized medical examination and electronic endoscopy after admission. The patient was diagnosed as acute external otitis after hyaluronic acid injection. The patient’s external ear canal was irrigated with drugs, injected with hyaluronidase solution, followed by symptomatic treatment. After 7 days, the patient’s symptoms disappeared, and her hearing was recovered. In clinical application of hyaluronic acid injection, plastic surgeons should strictly follow indications, master the knowledge of hyaluronic acid preparation and the anatomical structure of the injection site, as well as improve injection techniques, to avoid complications. Also, plastic surgeons should be familiar with the emergency treatment of various complications.
6.Establishment of characteristic chromatogram and content determination of 4 index components in Jianpi yifei biyan prescription standard decoction
Xin WAN ; Detang LI ; Lijuan ZHANG ; Meirong YI ; He ZHU ; Jialun HE ; Jie CHEN ; Hongmei TANG ; Zhenwen QIU
China Pharmacy 2022;33(16):1980-1985
OBJECTIVE To establish HPLC characteristic chro matogram of Jianpi yifei biyan prescription standard decoction , to select the quality control index components and determine their contents. METHODS HPLC method combined with Similarity Evaluation System of TCM Chromatographic Fingerprint (2004 edition)were used to establish the characteristic chromatogram of 10 batches of Jianpi yifei biyan prescription standard decoction ;the similarity evaluation and common peaks identification were also carried out. Using common peak area of characteristic chromatogram as variables ,SPSS 26.0 software and SIMCA 14.1 software were used to perfor m cluster analysis (CA),principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA);differential components with variable important i n pro jection(VIP)value greater than 1.5 were screened;the contents of cimifugin and differential components were determined by the same method. RESULTS A total of 24 common characteristic peaks were identified , and the similarities of 10 batches of samples were higher than 0.960;eight characteristic peaks were identified by comparison with reference substance. CA and PCA results revealed that the samples were classified into 3 categories.OPLS-DA analysis showed that 3 components with VIP value greater than 1.5, which were prim-O-glucosylcimifugin (peak 2),calycosin 7-O-β-D-glucopyranoside (peak 4) and 5-O-methylvisammioside (peak 6) in descending order. The linear ranges of prim- O- glucosylcimifugin,calycosin 7-O-β-D-glucopyranoside,cimifugin and 5-O-methylvisammioside were 0.010 7-0.213 0,0.007 8- 0.156 0,0.008 0-0.160 0,0.009 8-0.195 0 μg(r>0.999),respectively. RSD values of precision ,repeatability and stability tests (24 h) were all less than 2%. Average recoveries were 105.98%(RSD=1.75%,n=6),98.06%(RSD=3.87%,n=6),96.38%(RSD= 4.03% ,n=6) and 104.17%(RSD=1.27% ,n=6). The contents of the above 4 components in 10 batches of samples were 12.12-18.87,3.86-6.40,3.10-4.27 and 11.17-15.79 μ g/mL,respectively. CONCLUSIONS The established HPLC characteristic chromatographic method is stable and feasible ,it can be used for the quality control of Jianpi yifei biyan prescription standard decoction. Prim- O-glucosylcimifugin,calycosin 7-O-β-D-glucopyranoside,cimifugin and 5-O-methylvisammioside can be used as the index components for quality control of the standard decoction.
7. Manifestations of Digestive system in hospitalized patients with novel coronavirus pneumonia in Wuhan, China: a single-center, descriptive study
Dan FANG ; Jingdong MA ; Jialun GUAN ; Muru WANG ; Yang SONG ; Dean TIAN ; Peiyuan LI
Chinese Journal of Digestion 2020;40(0):E005-E005
Objective:
To study the manifestations of digestive system of hospitalized patients with novel coronavirus pneumonia (NCP) in Wuhan, China, and to provide reference for disease control and treatment.
Methods:
The data of hospitalized patients with NCP in the Sino-French Branch of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology was retrospectively analyzed, which included general information, nucleic acid test, severity degree of disease, incubation period, initial symptoms and manifestations of digestive system. The general information, positive rate of nucleic acid detection, and manifestations of digestive system were compared between critical patients who required non-invasive or invasive assisted ventilation (critical group) and non-critical patients without assisted ventilation (non-critical group). Continuous corrected chi-square test and independent sample median test were performed for statistical analysis.
Results:
Among the 305 patients there were 146 males (47.9%) and 159 females (52.1%), median age 57 years old. Nucleic acid assay of nasopharynx swab or pharynx swab of 84.1% (228/271) patients were positive. Forty-six patients (15.1%) were in critical group and 259 patients (84.9%) were in non-critical group. The incubation period was one to fifteen days, and the median period was six days. The initial symptoms mainly were fever (81.1%, 163/201), cough (39.3%, 79/201), fatigue (54.7%, 110/201), and loss of appetite (50.2%, 101/201). In one to ten days after the disease onset, 79.1% (159/201) of patients developed gastrointestinal symptoms including nausea (29.4%, 59/201), vomiting (15.9%, 32/201), or abdominal pain (6.0%, 12/201). 49.5% (146/295) of patients had diarrhea, median time was 3.3 days, (3.3±1.6) times per day, and a duration of (4.1±2.5) days. Excluding possible drug-related diarrhea, the incidence of diarrhea still was 22.2%. Only 6.9% (4/58) of patients were found leukocytes or fecal occult blood positive in regular stool test. ALT, AST, or bilirubin increased in 39.1% (119/304) of patients at admission. Patients with ALT or AST ≥ 80 U/L only accounted for 7.9% (24/304) and 6.3% (19/304), respectively. About 2.0% (6/304) of patients also had increased bilirubin level, average level was (37.4 ± 21.1) μmol/L. The median age of critical group was older than that of non-critical group (65.5 years vs. 56 years), at admission the rates of abnormal liver function test abnormal and slightly increased AST (40~80 U/L) of critical group were both higher than those of non-critical group (67.4% (31/46) vs. 34.1% (88/258) and 47.8% (22/46) vs. 21.7% (56/228)), and the differences were statistically significant (
8.Manifestations of digestive system of hospitalized patients with coronavirus disease 2019 in Wuhan, China: a single-center descriptive study
Dan FANG ; Jingdong MA ; Jialun GUAN ; Muru WANG ; Yang SONG ; Dean TIAN ; Peiyuan LI
Chinese Journal of Digestion 2020;40(3):151-156
Objective:To study the manifestations of digestive system of hospitalized patients with coronavirus disease 2019 (COVID-19) in Wuhan, China, and to provide a reference for disease control and treatment.Methods:The data of hospitalized patients with COVID-19 in the Sino-French Branch of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology from January 27 to February 14, 2020 were retrospectively analyzed, which included general information, positive rate of nucleic acid test, severity of disease, incubation period, initial symptoms and manifestations of digestive system. The general information, positive rate of nucleic acid detection, and manifestations of digestive system were compared between critical patients who required non-invasive or invasive assisted ventilation (critical group) and non-critical patients without assisted ventilation (non-critical group). Continuous corrected Chi-square test and independent sample median Chi-square test were used for statistical analysis.Results:Among the 305 patients, there were 146 males (47.9%) and 159 females (52.1%), and the median age was 57 years old. Nucleic acid assay of nasopharyngeal swabs or pharyngeal swabs were positive in 84.1% (228/271) patients including 46 patients (15.1%) of critical group and 259 patients (84.9%) of non-critical group. The incubation period was one to fifteen days, and the median period was six days. The initial symptoms were mainly fever (81.1%, 163/201), cough (39.3%, 79/201), fatigue (54.7%, 110/201), and loss of appetite (50.2%, 101/201). In one to ten days after the disease onset, 79.1% (159/201) of patients developed gastrointestinal symptoms including nausea (29.4%, 59/201), vomiting (15.9%, 32/201), or abdominal pain (6.0%, 12/201). 49.5% (146/295) of patients had diarrhea, with a median time of 3.3 days, (3.3±1.6) times per day, and a duration of (4.1±2.5) days. After excluding possible drug-related diarrhea, the incidence of diarrhea was still 22.2%. Only 6.9% (4/58) of patients had positive fecal leukocytes or fecal occult blood test. Alanine aminotrans ferase (ALT), aspartate aminotransferase (AST), or total bilirubin (TBil) increased in 39.1% (119/304) of patients on admission. Patients with ALT or AST ≥ 80 U/L only accounted for 7.9% (24/304) and 6.3% (19/304), respectively. About 2.0% (6/304) of patients also had increased TBil level, and the average level was (37.4±21.1) μmol/L. The median age of critical group was older than that of non-critical group (65 years vs. 56 years), the proportion of patients with abnormal liver function and slightly increased AST (40-<80 U/L) on admission of critical group were both higher than those of non-critical group (67.4% (31/46) vs. 34.1% (88/258) and 47.8% (22/46) vs. 21.7% (56/228)), and the differences were statistically significant ( χ2=5.885, 18.154 and 15.723; all P <0.05). There were no significant differences in the proportion of males (58.7% (27/46) vs. 45.9% (119/259)), the positive rate of nucleic acid test (94.6% (35/37) vs. 82.5% (193/234)), the percentage of patients with gastrointestinal symptoms (85.0% (17/20) vs. 78.5% (142/181)), the incidence of diarrhea (44.7% (17/38) vs. 50.2% (129/257)) and the proportion of patients with abnormal TBil level on admission (6.5% (3/46) vs. 1.2% (3/258)) (all P>0.05). Conclusions:The manifestation of digestive system of hospitalized COVID-19 patients in Wuhan is significant, the proportion of patients with diarrhea and abnormal aminotransferase level is high. And on admission the proportion of patients with abnormal liver function of critical group is higher than that of non-critical group, which will provide reference for the prevention and treatment of COVID-19.
9.Insulin-like growth factor-1 upregulates the expression of aggrecan and collagen type Ⅱ in nucleus pulposus cells via PI3K/Akt signaling pathway
Dapeng LI ; Yan WU ; Jiawei YUE ; Jialun WANG ; Lang HU ; Yonghui HUANG
Chinese Journal of Tissue Engineering Research 2017;21(8):1202-1208
BACKGROUND: Growth factors and other biological methods have become very popular in the repair of degenerative interevrtebral disc. Insulin-like growth factor-1 (IGF-1) can promote the proliferation of nucleus pulposus cells, and synthesis of functional extracellular matrix, but the mechanisms remain unclear.OBJECTIVE: To investigate the effect of IGF-Ⅰ on the expressions of aggrecan and collagen type Ⅱ in nucleus pulposus cells, and to explore its signal transduction mechanism.METHODS: The human nucleus pulposus cells were isolated and cultured. Passage 3 nucleus pulposus cells were induced in different concentrations of IGF-1 (0, 20, 50, 100 and 200 μg/L), respectively. The expressions of aggrecan and collagen type Ⅱ were detected by reverse transcription PCR and western blot assay. Western blot assay was adopted to observe the effect of 100 μg/L IGF-1 on the activation of PI3K/Akt signaling pathway in nucleus pulposus cells,and the expression of aggrecan and collagen type Ⅱ was detected after the inhibition of PI3K/Akt pathway by LY294002.RESULTS AND CONCLUSION: With the increase of IGF concentration, the expression levels of aggrecan and collagen type Ⅱ were increased gradually. 100 μg/L IGF-1 could significantly promote the expressions of p-PI3K and p-Akt (P <0.01), while LY294002 reversed this effcet (P < 0.01). 100 μg/L IGF-1 significantly upregulated the expression levels of aggrecan and collagen type Ⅱ in nucleus pulposus cells (P < 0.01); in contrast, LY294002 significantly downregulated the expression levels of aggrecan and collagen type Ⅱ promoted by IGF-1(P < 0.01). These results indicate that IGF-1 can promote the expression levels of aggrecan and collagen type Ⅱ in nucleus pulposus cells via the PI3K/Akt signaling pathway.
10.Establishment of hemophilia A patient-specific inducible pluripotent stem cells with urine cells.
Zhiqing HU ; Xuyun HU ; Jialun PANG ; Xiaolin WANG ; Siyuan Lin PENG ; Zhuo LI ; Yong WU ; Lingqian WU ; Desheng LIANG
Chinese Journal of Medical Genetics 2015;32(5):609-614
OBJECTIVE To generate hemophilia A (HA) patient-specific inducible pluripotent stem cells (iPSCs) and induce endothelial differentiation. METHODS Tubular epithelial cells were isolated and cultured from the urine of HA patients. The iPSCs were generated by forced expression of Yamanaka factors (Oct4, Sox2, c-Myc and Klf4) using retroviruses and characterized by cell morphology, pluripotent marker staining and in vivo differentiation through teratoma formation. Induced endothelial differentiation of the iPSCs was achieved with the OP9 cell co-culture method. RESULTS Patient-specific iPSCs were generated from urine cells of the HA patients, which could be identified by cell morphology, pluripotent stem cell surface marker staining and in vivo differentiation of three germ layers. The teratoma experiment has confirmed that such cells could differentiate into endothelial cells expressing the endothelial-specific markers CD144, CD31 and vWF. CONCLUSION HA patient-specific iPSCs could be generated from urine cells and can differentiate into endothelial cells. This has provided a new HA disease modeling approach and may serve as an applicable autologous cell source for gene correction and cell therapy studies for HA.
Cell Differentiation
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Hemophilia A
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pathology
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therapy
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urine
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Humans
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Induced Pluripotent Stem Cells
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cytology
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transplantation
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Urine
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cytology

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