1.Improved YOLOv8-based measurement method of anterior segment parameters of ultrasonic biological microscopy images
Yong-Qiang HE ; Qing-Hao MIAO ; Cai-Lian XIONG ; Jun YANG
Chinese Medical Equipment Journal 2024;45(2):8-16
Objective To propose a measurement method based on improved YOLOv8 for the anterior segment parameters of ultrasonic biological microscopy(UBM)images to solve the problems of the ophthalmic ultrasound images in low quantity,high annotation cost and weak model generalization ability.Methods Firstly,data enhancement using StyleGAN3 was carried out to improve YOLOv8 model in decreased sensitivity to UBM images and increased generalization ability;secondly,the pseudo-labels of virtual UBM images were generated based on the YOLOv8 model with the original UBM images as the dataset and the method of pseudo-label self-training in semi-supervised learning;finally,the YOLOv8 model was trained with the expan-ded dataset and improved with the global context network(GCNet)module,and the prediction results of the YOLOv8 model were sorted using the key-point ranking algorithm,and the measurements of the anterior segment physiological parameters were computed after screening qualified images based on prior knowledge.Results Compared with the hand-labeled results by the ophthalmologists,the localization error of the StyleGAN3 data-enhanced and self-trained YOLOv8 model was(61.94±40.66)μm,and the mean relative errors for the measurements of anterior chamber angle distance,pupil diameter,ciliary sulcus distance,central corneal thickness,anterior chamber depth and lens thickness were 0.62%,1.35%,0.68%,4.87%,0.93%and 0.75%,respectively.Conclusion The method proposed enhances the accuracy of the measurement method for anterior segment parameters of UBM images,and can meet real-time requirements.[Chinese Medical Equipment Journal,2024,45(2):8-16]
2.Evaluation and Analysis of Health Informatization Construction Policies Based on PMC Index Model
Zhiwei LU ; Jianli WANG ; Lian HE ; Ningning WANG ; Caiwen LI ; Peiying XU ; Jun GAO ; Yinmei XIE
Journal of Medical Informatics 2024;45(9):37-43
Purpose/Significance To quantitatively analyze and evaluate 26 health informatization construction policies issued at the national level,so as to provide basis for improving related policies.Method/Process Based on the policy modeling consistency(PMC)index model,a health informatization construction policy evaluation index system is constructed,which includes 9 first-level indicators and 36 second-level indicators.Appling it to the evaluation of various policy texts,and the health informatization construction policies are analyzed in a holistic and concrete way.Result/Conclusion The overall score of the health informatization construction policies is ex-cellent.2 policies are at the perfect level,80.6%of policies are at the excellent level,and there are no bad level policy texts.However,the driving force of the policy and the balance of policy recipients need to be further improved.
3. Mechanism of effect of Zhuang medicine Semiliquidambar cathayen. Sis Chang on depression inflammation based on network pharmacology, molecular docking and animal experiments
Jun-Hui HE ; Jie WEI ; Dong-Mei LI ; Yi LI ; Dong-Mei WEI ; Gui-Ning WEI ; Jun-Hui HE ; Dong-Bo HAN ; Chun-Lian JIA
Chinese Pharmacological Bulletin 2023;39(7):1362-1370
Aim To predict the key targets and signaling pathways of Semiliquidambar cathayen. sis Chang (JLBFH) by network pharmacology and molecular docking,etc, then to explore the mechanism of JLBFH' s effect on inflammatory response to depression through reserpine-induced depression rat model. Methods The target of drug and disease was predicted by network pharmacological database, protein interaction network diagram was constructed, biofunctional enrichment and pathways were analyzed, and molecular docking prediction was performed by AGFR software. Based on reserpine-induced depression, the role of JLBFH in depression inflammation was verified by behavior, molecular biology and pathological examination, and so on. Results A total of 13 active ingredients were screened, 11 key targets of JLBFH modulation of depression were selected, and the bioenrichment results were mainly related to cognition, prominent plasticity regulation, etc. The pathways were mainly related to Rapl signaling pathway, Toll-like receptor signaling pathways. The results of validation experiments showed that high and low doses of JLBFH extract significantly shortened the forced swimming immobility time in mice, markedly reduced the retention time in the circle of rats, increased serum levels of 5-HT and DA, decreased serum levels of IL-6, improved inflammatory infiltration in the prefrontal cortex, decreased brain tissue levels of IL-6,IL-1β ,TNF-α mRNA expression,and increased AKT1 mRNA expression in brain tissue. Conclusions The present study reveals that JLBFH can exert antidepressant effects through multi-component, multi-target and multi-pathway, and the experimental validation results show that JLBFH can improve the d¬pression-like symptoms by improving the inflammatory response of depression through TOLL-like signaling pathway.
4.Main Infection Control Measures for Respiratory Infectious Diseases in Medical Institutions and Public Places in China.
Le-le DENG ; Gui-Lian LI ; Tao CHEN ; Ya-Jun HAN ; Jin-Long WANG ; Hui ZHANG ; Jun CHENG ; Guang-Xue HE
Acta Academiae Medicinae Sinicae 2023;45(2):171-177
Respiratory infectious diseases (RID) are the major public health problems threatening the people's lives and health.Infection control (IC) is one of the effective tools to contain the occurrence and spread of RID.We collected the articles and data on IC published since January 1,2018 and summarized the achievements,problems,and challenges of IC from administrative control,management control,environment and engineering control,and personal protection in the medical institutions and public places in China.The efforts for IC vary in different regions and medical institutions of different levels.There are still links to be improved for IC from administrative control,management control,environment and engineering control,and personal protection,especially in community-level medical institutions and public areas.It is urgent to strengthen the implementation of IC policies and conduct IC precisely according to local situations.We proposed the following suggestions.First,the existing IC products and tools should be applied to precisely implement the IC measures;second,modern high technology should be employed to develop efficient and convenient IC products and tools;finally,a digital or intelligent IC platform should be built for monitoring infections,so as to contain the occurrence and spread of RID.
Humans
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COVID-19
;
Infection Control
;
Communicable Diseases
;
China/epidemiology*
5.Synchronization isolation method for multiple types of cells from mouse liver.
Jian GAN ; Cui Feng JI ; Xiao Rong MAO ; Jiang Tao WANG ; Chun Yan LYU ; Yi Fan SHI ; Yao LIAO ; Ya Li HE ; Lian SHU ; Long LI ; Jun Feng LI
Chinese Journal of Hepatology 2023;31(5):532-537
Objective: To explore a simple and feasible method for the isolation and purification of hepatocytes, hepatic stellate cells (HSC), and lymphocytes from mice. Methods: The cell suspension was obtained from male C57bl/6 mice by hepatic perfusion through the portal vein digestion method and then isolated and purified by discontinuous Percoll gradient centrifugation. Trypan blue exclusion was used to determine cell viability. Glycogen staining, cytokeratin 18, and transmission electron microscopy were used to identify hepatic cells. Immunofluorescence was used to detect α-smooth muscle actin combined with desmin in HSCs. Flow cytometry was used to analyze lymphocyte subsets in the liver. Results: After isolation and purification, about 2.7×10(7) hepatocytes, 5.7×10(5) HSCS, and 4.6×106 hepatic mononuclear cells were obtained from the liver of mice with a body weight of about 22g. The cell survival rate in each group was > 95%. Hepatocytes were apparent in glycogen deposited purple-red granules and cytokeratin 18. Electron microscopy showed that there were abundant organelles in hepatocytes and tight junctions between cells. HSC had expressed α-smooth muscle actin and desmin. Flow cytometry showed hepatic mononuclear cells, including lymphocyte subsets such as CD4, CD8, NKs, and NKTs. Conclusion: The hepatic perfusion through the portal vein digestion method can isolate multiple primary cells from the liver of mice at once and has the features of simplicity and efficiency.
Male
;
Mice
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Animals
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Keratin-18
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Actins
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Desmin
;
Liver
;
Hepatocytes
;
Hepatic Stellate Cells
6.HSDL2 overexpression promotes rectal cancer progression by regulating cancer cell cycle and promoting cell proliferation.
Yang CHENG ; Xuxu HE ; Lian WANG ; Yibo XU ; Mengdi SHEN ; Wenjing ZHANG ; Yongsheng XIA ; Jie ZHANG ; Min ZHANG ; Yijun WANG ; Jianguo HU ; Jun HU
Journal of Southern Medical University 2023;43(4):544-551
OBJECTIVE:
To analyze the expression of hydroxysteroid dehydrogenase like 2 (HSDL2) in rectal cancer tissues and the effect of changes in HSDL2 expression level on proliferation of rectal cancer cells.
METHODS:
Clinical data and tissue samples of 90 patients with rectal cancer admitted to our hospital from January 2020 to June 2022 were collected from the prospective clinical database and biological specimen database. The expression level of HSDL2 in rectal cancer and adjacent tissues was detected by immunohistochemistry, and based on the median level of HSDL2 expression, the patients were divided into high expression group (n=45) and low expression group (n=45) for analysis the correlation between HSDL2 expression level and the clinicopathological parameters. GO and KEGG enrichment analyses were performed to explore the role of HSDL2 in rectal cancer progression. The effects of changes in HSDL2 expression levels on rectal cancer cell proliferation, cell cycle and protein expressions were investigated in SW480 cells with lentivirus-mediated HSDL2 silencing or HSDL2 overexpression using CCK-8 assay, flow cytometry and Western blotting.
RESULTS:
The expressions of HSDL2 and Ki67 were significantly higher in rectal cancer tissues than in the adjacent tissues (P < 0.05). Spearman correlation analysis showed that the expression of HSDL2 protein was positively correlated with Ki67, CEA and CA19-9 expressions (P < 0.01). The rectal cancer patients with high HSDL2 expressions had significantly higher likelihood of having CEA ≥5 μg/L, CA19-9 ≥37 kU/L, T3-4 stage, and N2-3 stage than those with a low HSDL2 expression (P < 0.05). GO and KEGG analysis showed that HSDL2 was mainly enriched in DNA replication and cell cycle. In SW480 cells, HSDL2 overexpression significantly promoted cell proliferation, increased cell percentage in S phase, and enhanced the expression levels of CDK6 and cyclinD1 (P < 0.05), and HSDL2 silencing produced the opposite effects (P < 0.05).
CONCLUSION
The high expression of HSDL2 in rectal cancer participates in malignant progression of the tumor by promoting the proliferation and cell cycle progress of the cancer cells.
Humans
;
CA-19-9 Antigen
;
Ki-67 Antigen/metabolism*
;
Prospective Studies
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Cell Line, Tumor
;
Cell Proliferation/genetics*
;
Rectal Neoplasms/genetics*
;
Cell Cycle
;
Gene Expression Regulation, Neoplastic
;
Hydroxysteroid Dehydrogenases/metabolism*
7.Safety and the Short-Term Efficacy of Venetoclax Combined with Azacitidine Followed by Cladribine in Children with Refractory/Relapsed Acute Myeloid Leukemia.
Wei-Wei DU ; Su-Xiang LIU ; Yi WANG ; Hai-Long HE ; Ai-Lian GUO ; Shao-Yan HU ; Jun LU
Journal of Experimental Hematology 2023;31(6):1635-1638
OBJECTIVE:
To investigate the safety and the short-term efficacy of venetoclax combined with azacitidine followed by cladribine (VAC regimen) in children with refractory/ relapsed acute myeloid leukemia (AML).
METHODS:
The clinical data, treatment outcomes, complications, and blood product consumption of 6 children with refractory/relapsed AML treated with VAC regimen in the Children's Hospital of Soochow University from August 2021 to December 2021 were retrospectively analyzed.
RESULTS:
Among the 6 children, there were 1 male and 5 females. 5 cases were refractory AML, and 1 case was relapsed AML, which recurred again 16 months after allogeneic hematopoietic stem cell transplantation. 4 children were accompanied by chromosomes or genes that predicted poor prognosis, such as RUNX1, FLT3-ITD, KMT2A exon 2-exon 8 dup, MLL-AF6, 7q-, KMT2A exon 2-exon 10 dup, etc. After received VAC regimen, 4 cases achieved CR+CRi, 1 case achieved PR (only MRD did not relieve, MRD was 0.59%), and 1 case was NR (but the proportion of bone marrow blasts decreased). All 6 patients had grade Ⅳ neutropenia, and 4 patients had grade Ⅳ thrombocytopenia. During the period of neutropenia, none of the 6 children developed symptoms of infection such as fever, cough, and diarrhea. No treatment-related death occurred.
CONCLUSION
Venetoclax combined with azacitidine followed by cladribine provides a new treatment option for patients with relapsed/refractory AML who have poor efficacy in early induction remission theragy, showing good efficacy and safety.
Child
;
Female
;
Humans
;
Male
;
Azacitidine/therapeutic use*
;
Cladribine/therapeutic use*
;
Retrospective Studies
;
Leukemia, Myeloid, Acute/genetics*
;
Neutropenia
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
8.Wutou Chishizhi Wan Regulates Autophagy and PI3K/Akt/GSK-3β Signaling Pathway in Rats with Myocardial Ischemia-reperfusion Injury
Yu-xue XIAO ; Xiao-mei SHI ; Lu-lu XIE ; Xin-he WANG ; Song WANG ; Zhao-peng ZHANG ; Chun-yu LIAN ; Jun-peng GUO ; Hong-yan LIU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(11):26-32
ObjectiveTo explore the mechanism of Wutou Chishizhi Wan in regulating autophagy and phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/glycogen synthase kinase-3β (GSK-3β) signaling pathway in rats with myocardial ischemia-reperfusion injury (MIRI). MethodSixty male SD rats were randomly assigned into the normal group (normal saline), model group (normal saline), positive control (trimetazidine, 5.4 mg·kg-1) group, and low-, medium-, and high-dose (1.63, 4.9, 14.7 g·kg-1, respectively) Wutou Chishizhi Wan groups, with 10 rats in each group. The rats in other groups except the normal group underwent left anterior descending coronary artery ligation for modeling. Electrocardiogram was employed to detect the ST-segment elevation to evaluate the modeling. Hematoxylin-eosin (HE) staining was performed to reveal the damage of myocardial tissue. The levels of aspartate aminotransferase (AST) and creatine kinase (CK) were determined by colorimetry, and those of cardiac troponin T (cTnT) and myoglobin (MYO) by enzyme-linked immunosorbent assay (ELISA). Western blot was carried out to determine the protein levels of microtubule-associated proteins 1 light chain 3 (LC3), autophagy-related gene Beclin-1, PI3K, Akt, GSK-3β, p-GSK-3β, and p-Akt. ResultCompared with the normal group, the modeling elevated the serum levels of AST, CK, cTnT, and MYO (P<0.01), destroyed the arrangement of myocardial cells abd nucle, twisted and broken myocardial fibers, up-regulated the protein levels of LC3Ⅱ/Ⅰ and Beclin-1 (P<0.01), and down-regulated the protein levels of PI3K, p-Akt, and p-GSK-3β (P<0.01). Compared with the model group, trimetazidine and Wutou Chishizhi Wan (all the doses) lowered the levels of AST, CK, cTnT, and MYO in serum (P<0.01), restored the arrangement of myocardial cells and muscle fibers, reduced necrosis, down-regulated the protein level of Beclin-1 (P<0.01), and up-regulated the protein levels of PI3K, p-Akt, and p-GSK-3β (P<0.01). Additionally, Wutou Chishizhi Wan (all the doses) down-regulated the protein level of LC3Ⅱ/Ⅰ (P<0.05, P<0.01). Compared with those in the trimetazidine group, the serum AST level rose in the low-dose Wutou Chishizhi Wan group (P<0.05) and declined in the high-dose group (P<0.01), and the protein level of Beclin-1 was down-regulated in the medium-dose group (P<0.01). Additionally, the trimetazidine group had higher protein level of LC3Ⅱ/Ⅰ than medium- and high-dose Wutou Chishizhi Wan groups (P<0.05, P<0.01), higher protein level of PI3K than low-, medium-, and high-dose groups (P<0.01), lower protein level of p-Akt than low- and medium-dose groups (P<0.01), and higher p-GSK-3β protein level than the medium-dose group (P<0.01). ConclusionDifferent doses of Wutou Chishizhi Wan can ameliorate MIRI, and the high dose has the best effect. Wutou Chishizhi Wan can reduce the activity of myocardial injury markers AST, CK, cTnT, and MYO, and alleviate the pathological damage of myocardial tissue. It can down-regulate the protein levels of beclin-1, LC3Ⅱ/Ⅰ, and up-regulate those of PI3K, p-Akt, and p-GSK-3β. In summary, Wutou Chishizhi Wan may inhibit excessive autophagy and regulate the PI3K/Akt/GSK-3β signaling pathway to exert protective effect on MIRI rats.
9.Modified mattress inversion suturing with double barbed sutures used for totally laparoscopic esophagojejunostomy overlap anastomosis after radical total gastrectomy.
Hua She WANG ; Xian Sheng HU ; Yi Jia LIN ; Yong He CHEN ; Lei LIAN ; Jun Sheng PENG
Chinese Journal of Gastrointestinal Surgery 2022;25(9):812-818
Objective: To explore the advantages and safety of a modified mattress inversion suturing using double barbed sutures compared with the traditional overlap method in totally laparoscopic esophagojejunostomy overlap anastomosis. Methods: A retrospective cohort study was conducted. The inclusion criteria were as follows: (1) patients were aged 18 - 80 years old; (2) adenocarcinoma was preoperatively confirmed by pathological analysis; (3) patients had undergone a complete laparoscopic radical total gastrectomy; (4) patients had undergone esophagojejunostomy using the overlap method; (5) patients received a grade of I-III on the American Society of Anesthesiologists physical status classification system; (6) patients' complete follow-up data had been collected. Patients with a history of other malignant tumors, multi-origin tumors, emergency surgery, non-R0 radical resection or distant metastasis were excluded. The clinical data of 89 gastric cancer patients who underwent total laparoscopic radical total gastrectomy in the Department of Gastrointestinal Surgery in the Sixth Affiliated Hospital of Sun Yat-sen University from January 2019 to December 2020 were collected. These patients were grouped according to the esophagojejunostomy method used. Of 89 patients, 32 received modified mattress inversion suturing with double barbed sutures to close the common opening of esophagojejunostomy (the modified anastomosis group), while 57 received traditional overlap anastomosis in which the common opening was closed by barbed suture (the traditional anastomosis group). The operation conditions (incision length, conversion to laparotomy, duration of esophagojejunostomy) and postoperative recovery (time to commencement of a liquid diet, duration of postoperative hospital stay, anastomotic leakage, anastomotic stenosis, and anastomotic bleeding) were compared between the two groups. Results: There was no significant difference in the baseline data of the two groups for any parameter (all P>0.05). All patients received complete laparoscopic radical gastrectomy without conversion to laparotomy. There were no significant differences in the length of the median incision, the proportion of food intake on the first day after surgery, or in the incidence of anastomotic complications such as anastomotic leakage, anastomotic stenosis, and anastomotic bleeding between the two groups (P>0.05). Compared with the traditional anastomosis group, patients in the modified anastomosis group had shorter anastomosis time [26 (19-62) minutes vs. 36 (20-50) minutes, Z=-2.546, P=0.011] and postoperative hospital stay [7 (6-12) days vs. 9 (7-42) days, Z=-4.202, P<0.001]. The differences were statistically significant (all P<0.05). In a subgroup analysis of tumor TNM stage III, Siewert type II and neoadjuvant chemotherapy patients, there was no significant difference in the incidence of anastomotic complications between the modified group and the traditional group. However, the postoperative hospital stay duration in the modified anastomosis group was less than in the traditional anastomosis group. The duration of anastomosis in Siewert type II patients was also shorter in the modified anastomosis group than in the traditional anastomosis group [26 (19-62) minutes vs. 38 (21-50) minutes, Z=-2.105, P=0.035], and the difference was statistically significant (all P<0.05). Conclusion: Complete laparoscopic esophagojejunostomy using modified mattress inversion suturing with double barbed sutures is a safe and feasible anastomosis method to close the common opening of esophagojejunostomy, with shorter operation time, faster postoperative recovery and shorter hospital stay than the traditional method.
Adolescent
;
Adult
;
Aged
;
Aged, 80 and over
;
Anastomosis, Surgical/methods*
;
Anastomotic Leak/epidemiology*
;
Constriction, Pathologic
;
Gastrectomy/methods*
;
Humans
;
Laparoscopy/methods*
;
Middle Aged
;
Retrospective Studies
;
Sutures
;
Young Adult
10.Pathogen Distribution,Imaging Characteristics,and Establishment and Verification of Risk Prediction Model of Pulmonary Infection with Multi-drug Resistant Organism in Patients with Severe Craniocerebral Injury.
Yong-Qiang YE ; Lan-Lan HE ; Gui-Ling LIU ; Jun ZHANG ; Lian-Sheng LONG
Acta Academiae Medicinae Sinicae 2022;44(4):636-642
Objective To investigate the pathogen distribution,imaging characteristics,and risk factors of pulmonary infection with multi-drug resistant organism (MDRO) in patients with severe craniocerebral injury,and establish and verify the risk prediction model. Methods A total of 230 patients with severe craniocerebral injury complicated with pulmonary infection were collected retrospectively.According to the 7∶3 ratio,they were randomly assigned into a modeling group (161 patients) and a validation group (69 patients).The risk factors of MDRO pulmonary infection were predicted with the data of the modeling group for the establishment of the risk prediction model.The data of the validation group was used to validate the performance of the model. Results Among the 230 patients,68 patients developed MDRO pulmonary infection.The isolated drug-resistant bacteria mainly included multi-drug resistant Acinetobacter baumannii,multi-drug resistant Klebsiella pneumoniae,multi-drug resistant Pseudomonas aeruginosa,and methicillin-resistant Staphylococcus aureus,which accounted for 45.21%,23.29%,16.44%,and 15.07%,respectively.The imaging characteristics included pleural effusion,lung consolidation,and ground-glass shadow,which accounted for 72.06%,63.24%,and 45.59%,respectively.Multivariate Logistic regression analysis showed that the independent risk factors for MDRO pulmonary infection included age ≥60 years (P=0.003),history of diabetes (P=0.021),history of chronic obstructive pulmonary disease (P=0.038),mechanical ventilation ≥7 d (P=0.001),transfer from other hospitals (P=0.008),and coma (P=0.002).A risk scoring model was established with the β value (rounded to the nearest integer) corresponding to each index in the regression equation.Specifically,the β values of age ≥60 years,history of diabetes,history of chronic obstructive pulmonary disease,mechanical ventilation ≥7 d,transfer from other hospitals,and coma were 1,1,1,2,2,and 1,respectively (value ≥4 indicated a high-risk population).The areas under the receiver operating characteristic curve of the modeling group and validation group were 0.845 and 0.809,respectively. Conclusions Multi-drug resistant Acinetobacter baumannii is the most common pathogen of MDRO pulmonary infection in patients with severe craniocerebral injury.Pleural effusion,lung consolidation,and ground-glass shadow were the most common imaging characteristics.The established risk model has high discriminant validity in both the modeling group and the validation group.
Coma
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Craniocerebral Trauma
;
Drug Resistance, Multiple, Bacterial
;
Humans
;
Methicillin-Resistant Staphylococcus aureus
;
Middle Aged
;
Pleural Effusion
;
Pneumonia
;
Pulmonary Disease, Chronic Obstructive
;
Retrospective Studies

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