1.Lipopolysaccharide induces aging phenotype of hematopoietic stem cells in bone marrow and spleen of young mice
Ke BAI ; Mi ZOU ; Qiang ZHAN ; Yingxin HUANG ; Zhenyu JU ; Zhiyang CHEN
Chinese Journal of Pathophysiology 2024;40(1):38-46
AIM:This study aim to investigate the effects of lipopolysaccharide(LPS)-induced inflammation on the aging phenotype of hematopoietic stem/progenitor cells(HSPCs)in the bone marrow(BM)and spleen of mice.METHODS:(1)Young(2-month old)wild-type(WT)mice were treated with LPS to establish an actue inflammation model.The percentage of HSPCs in the BM and spleen of mice after LPS stimulation,as well as the ratio of mature cells in peripheral blood(PB)and spleen,were analyzed using flow cytometry.The proliferation of HSPCs in the BM and spleen was evaluated by examining the expression of the proliferation marker Ki67.In addition,changes in CD45 expression on HSPCs in the spleen of mice following LPS exposure were investigated by flow cytometry.(2)The percentage of HSPCs in BM and mature cells in PB and spleen of both young(2-month old)and old(24-month old)WT mice were analyzed by flow cytometry.(3)The transcriptome changes of hematopoietic stem cells(HSCs)after LPS stimulation was performed by an in silico analysis.RESULTS:(1)Mice exposed to LPS exhibited a significant increase in the percentage of HSPCs in BM and a marked elevation in the percentages of myeloid cells in PB and spleen compared to the mice in control group(P<0.05).(2)LPS exposure resulted in increased spleen weight and cell counts(P<0.05),along with a higher per-centage of HSPCs in the spleen compared to controls(P<0.05).(3)LPS stimulation promoted the proliferation of HSPCs in the BM and spleen(P<0.05).(4)The expression of CD45 was reduced on HSPCs from spleen of mice after LPS stimu-lation(P<0.01).(5)In comparison to young mice,aged mice showed an increase in spleen weight and a higher percent-age of HSPCs in the spleen(P<0.05).(6)Aged mice,in comparison to young mice,demonstrated a significantly higher percentage of HSPCs in the BM and myeloid skewing in the PB and spleen(P<0.01).(7)The silico analysis revealed up-regualtion of reactive oxygen species(ROS)and apoptosis signaling in HSPCs following LPS stimulation.CONCLU-SION:Young HSPCs stimulated by LPS exhibited an increase in cell number,a bias towards myeloid differentiation,en-hanced extramedullary hematopoiesis,and elevated levels of ROS and apoptosis,all of which collectively manifested the aging phenotype of HSPCs.
2.Observation on the efficacy of continuous veno-venous hemodia-filtration combined with hemoperfusion HA380 in the treatment of 15 cases of heat stroke with multiple organ dysfunction syndrome
Yuqin HUANG ; Lei LONG ; Qiang HUANG ; Qunbo WANG ; Ke JIN ; Tao JU ; Luting DAI ; Huaqiang XU ; Wenguo WANG ; Quan ZHOU
Chinese Critical Care Medicine 2024;36(5):532-537
Objective:To investigate the clinical efficacy of continuous veno-venous hemodia-filtration (CVVHDF) combined with hemoperfusion (HP) HA380 in the treatment of heat stroke patients with multiple organ dysfunction syndrome (MODS).Methods:A retrospective and observational study was conducted. A total of 15 patients with heat stroke combined with MODS who were admitted to the department of intensive care unit (ICU)of Suizhou Central Hospital/Hubei University of Medicine from July to September 2022 were selected as the study objects. All 15 patients were treated with CVVHDF combined with HA380 based on the comprehensive management strategy for severe illness. Organ function indicators [including total bilirubin (TBil), aspartate aminotransferase (AST), creatine kinase (CK), lactate dehydrogenase (LDH), creatinine (Cr), cardiac troponin T (cTnT), myoglobin (Myo), MB isoenzyme of creatine kinase (CK-MB), sequential organ failure assessment (SOFA)] and inflammatory indicators [including white blood cell count (WBC), neutrophil count (NEU), C-reactive protein (CRP), procalcitonin (PCT), and interleukin-6 (IL-6)] were collected. The improvements of the above indexes at admission, after the first HP, after the second HP, after the third HP, and on the 5th day of treatment were compared. Combined with the clinical outcome of patients, the comprehensive efficacy of CVVHDF combined with HA380 in the treatment of severe heat radiation disease was evaluated.Results:There were 10 males and 5 females among the 15 patients. The average age was (64.5±11.5) years old. There were 6 cases of classical heat stroke and 9 cases of exertional heat stroke. Glasgow coma scale (GCS) was 3-8 at admission; SOFA score was 9-17 within 12 hours after admission; acute physiology and chronic health evaluation Ⅱ(APACHEⅡ) was 25-45 within 24 hours after admission. After treatment, the IL-6 level and SOFA score gradually decreased, and there were significant differences in the decrease after the second HP compared to admission [IL-6 (ng/L): 48.37 (15.36, 113.03) vs. 221.90 (85.87, 425.90), SOFA: 8.3±3.3 vs. 11.1±2.4, both P < 0.05]. The PCT level reached its peak after the first HP [12.51 (6.07, 41.65) μg/L], and then gradually decreased, and the difference was statistically significant after the third HP [1.26 (0.82, 5.40) μg/L, P < 0.05]. Compared those at admission, Cr level significantly improved after the first HP (μmol/L: 66.94±25.57 vs. 110.80±31.13, P < 0.01), Myo significantly decreased after the second HP [μg/L: 490.90 (164.98, 768.05) vs. 3?000.00 (293.00, 3?000.00), P < 0.05], After the third HP, the CK level also showed significant improvement [U/L: 476.0 (413.0, 922.0) vs. 2?107.0 (729.0, 2?449.0), P < 0.05]. After CVVHDF combined with 3 times HP treatment, the patient's inflammatory response was gradually controlled and organ function gradually recovered. On the 5th day of the disease course, WBC, PCT and IL-6 levels were significantly improved compared to admission, and AST, CK, LDH, Cr, Myo, CK-MB, and SOFA score were significantly corrected compared with those on admission. The 24-hour survival rate of 15 patients was 86.67%, and the 24-hour, 7-day and 28-day survival rates were both as high as 73.33%. The average mechanical ventilation time of 11 surviving patients was (101.8±22.0) hours, the average continuous renal replacement therapy (CRRT) time was (58.8±11.0) hours, the average length of ICU stay was (6.3±1.0) days, and the average total hospitalization was (14.6±5.2) days. Conclusion:CVVHDF combined with HP HA380 in the treatment of heat stroke patients with MODS can effectively improve organ function and alleviate the inflammatory storm, which is an effective means to improve the rescue rate and reduce the mortality of severe heat stroke patients.
3.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
4.Design, synthesis, antibacterial and antitumor activities of novel pyrazolo3,4-b pyridine-4-one-5-carboxylic acid derivatives
Yang-jie LI ; Ke LI ; Guo-qiang HU ; Wen-long HUANG
Acta Pharmaceutica Sinica 2023;58(10):3070-3075
To discover new structural hits, based on the important role of pyrazole ring and fragment of pyridinone carboxylic acid in drug design, novel title pyrazolo[3,4-
5.Safety and immunogenicity of freeze-dried rabies vaccine (Vero-cells) for human use in healthy people aged 9-65 years.
Li Li HUANG ; Zhi Qiang XIE ; Wei ZHANG ; Ke ZHANG ; Yan Xia WANG ; Ze Qian WANG ; Xiao Jing WU ; Dong Mei LIU
Chinese Journal of Preventive Medicine 2023;57(2):222-228
Objective: To assess the safety and immunogenicity of freeze-dried rabies vaccine (Vero-cells) for human use on different immunization procedures in healthy people aged 9-65 years. Methods: A randomized, blind, positive-controlled clinical study was conducted in March 2015. The eligible residents aged 9-65 were recruited in Dengfeng city and Biyang County, Henan Province. A total of 1 956 subjects were enrolled. The subjects were randomly (1∶1∶1) assigned to 5-dose control group, 4-dose trial group and 5-dose trial group, with 652 subjects in each group. The subjects of 5-dose control group were immunized with control vaccine on days 0, 3, 7, 14 and 28. The subjects of 4-dose trial group were immunized with trial vaccine on days 0, 7 and 21 (2-1-1 phases) and the subjects of 5-dose trial group were immunized with trial vaccine on days 0, 3, 7, 14 and 28. A combination of regular follow-up and active reporting was used to observe local and systemic adverse reactions till 30 days after the first and full immunization, and the incidence rate of adverse reactions in three groups was analyzed and compared. The venous blood was collected before the first immunization, 7 days after the first immunization, 14 days after the first immunization and 14 days after the full immunization. The neutralizing antibody of rabies virus was detected by rapid fluorescent focus inhibition test (RFFIT), and the seropositive conversion rate and geometric mean concentration (GMC) of antibody were calculated. Results: The adverse reaction rates in 5-dose control group, 4-dose trial group and 5-dose trial group were 41.87% (273/652), 35.43% (231/652) and 34.97% (228/652), respectively. The adverse reaction rates of 4-dose trial group and 5-dose trial group were lower than those of the 5-dose control group (P<0.05). The local reactions were mainly pain, itching, swelling and redness in injection site, while the systemic reactions were mainly fever, fatigue, headache and muscle pain. The severity of adverse reactions was mainly mild (level 1), accounting for 85.33% (518/607), 89.02% (373/419) and 88.96% (427/480) of the total number of adverse reactions in each group. At 14 days after the first immunization and 14 days after the full immunization, the antibody positive conversion rates of three groups were all 100%. At 7 days, 14 days after the first immunization and 14 days after the full immunization, the GMCs of three groups were 0.60, 0.72, 0.59 IU/ml, 20.42, 23.99, 24.38 IU/ml and 22.95, 23.52, 24.72 IU/ml, respectively, with no significant difference (P>0.05). Conclusion: The freeze-dried rabies vaccine (Vero-cells) for human use has good safety and immunogenicity when inoculated according to 5-dose and 4-dose immunization procedures.
Humans
;
Rabies Vaccines
;
Antibodies, Viral
;
Antibodies, Neutralizing
;
Rabies virus
;
Vaccination
;
Rabies/prevention & control*
6.Complications in repairing acute closed Achilles tendon rupture with micro-incision percutaneous Achilles tendon suture system.
Yu JIANG ; Xiao-Ning WANG ; Xin HUANG ; Guo-Qiang CHEN ; Hua CHEN ; Ke-Jian WU
China Journal of Orthopaedics and Traumatology 2023;36(2):120-125
OBJECTIVE:
To analyze the causes, management and prevention of complications after micro-incision percutaneous repair of acute Achilles tendon rupture.
METHODS:
A retrospective study indentyfied 279 patients with acute Achilles tendon rupture who underwent a mini-invasive procedure using the micro-incision percutaneous Achilles tendon suture system(MIPAS) from August 2008 to November 2019, including 269 males and 10 female;96 cases on the right side and 183 cases on the left side;aged from 18 to 64 years old with an average of (36.9±11.4 )years old. Surgery was performed 0.5 to 7 days with an average of(2.7±0.9 )days after injury. The incision-related complications, re-rupture, sural nerve injury, deep vein thrombosis, Achilles tendon adhesion, local pain, and ankle stiffness within 18 months after surgery were recorded, as well as the corresponding management and outcome, the causes and prevention measures were analyzed.
RESULTS:
No superficial or deep infection was found in all patients, symptomatic Achilles tendon adhesion and ankle stiffness were not observed, delayed suture foreign-body reactions occurred in 2 cases (0.7%), re-rupture in 5 cases (1.8%), sural nerve injury in 3 cases (1.1%), 21 cases(7.5%) with skin invagination at puncture site, 2 cases (0.7%) with symptomatic vein thrombosis, and 45 cases (16.1%) of transient posterior medial malleolus pain. After individualized treatment, the function was good. American Orthopeadic Foot & Ankle Sciety(AOFAS) score was 93 to 100 with an average of(98.9±5.4) scores.
CONCLUSION
Despite the occurrence of unique complications with MIPAS, it shows low functionally-related complications rates, such as incision-related complications, re-rupture, sural nerve injury, deep vein thrombosis and ankle stiffness.
Male
;
Humans
;
Female
;
Adolescent
;
Young Adult
;
Adult
;
Middle Aged
;
Achilles Tendon/injuries*
;
Retrospective Studies
;
Treatment Outcome
;
Tendon Injuries/surgery*
;
Rupture/surgery*
;
Sutures
;
Acute Disease
;
Suture Techniques
7.Tanshinone ⅡA activates PI3K/AKT signaling pathway to inhibit the apoptosis of mice cochlear pericytes induced by high glucose.
Tian Feng SHI ; Jin Jing JIA ; Tian Lan HUANG ; Jing Wen MA ; Jun Qiang SI ; Ke Tao MA ; Li LI
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(7):681-689
Objective: To investigate whether tanshinone ⅡA can protect the apoptosis of mice cochlear pericytes induced by high glucose and its specific protective mechanism, so as to provide experimental evidence for the prevention and treatment of diabetic hearing loss. Methods: C57BL/6J male mice were used to prepare type 2 diabetes model, which were divided into normal (NG) group, diabetic (DM) group, diabetic+tanshinone ⅡA (HG+tanshinone ⅡA) group and tanshinone ⅡA group. Each group had 10 animals. Primary cochlear pericytes were divided into NG group, HG group (high glucose 35 mmol/L), HG+tanshinone ⅡA (1, 3, 5 μmol/L) group, HG+Tanshinone ⅡA+LY294002 (PI3K/AKT pathway inhibitor) group, LY294002 group, tanshinone ⅡA group and DMSO group. Auditory brainstem response (ABR) was used to measure hearing threshold. Evans blue was used to detect the permeability of blood labyrinth barrier in each group. TBA methods were used to detect oxidative stress levels in various organs of mice. Morphological changes of stria vascularis were observed by hematoxylin-eosin staining (HE). Evans blue was used to detect the vascular labyrinth barrier permeability in cochlea. The expression of apoptosis protein in stria vascularis pericytes was observed by immunofluorescence. Pericytes apoptosis rate was observed by flow cytometry. DCFH-DA was combined with flow cytometry to detect intracellular ROS content, and Western blot was used to detect the expression of apoptotic proteins (Cleaved-caspase3, Bax), anti-apoptotic proteins (BCL-2) and pathway proteins (PI3K, p-PI3K, AKT, p-AKT). SPSS software was used for statistical analysis. Independent sample t test was performed, and P<0.05 was considered statistically significant. Results: Animal experiments: Tanshinone ⅡA decreased the hearing threshold of DM group [(35.0±3.5) dB SPL vs. (55.3±8.1) dB SPL] (t=4.899, P<0.01), decreased the oxidative stress level in cochlea (t=4.384, P<0.05), improved the structure disorder, atrophy of cochlea vascular lines, vacuole increased phenomenon. Tanshinone ⅡA alleviated the increased permeability of the blood labyrinth barrier [Evans blue leakage (6.84±0.27) AU vs. (8.59±0.85) AU] in the cochlea of DM mice (t=2.770, P<0.05), reversed the apoptotic protein: Caspase3 (t=4.956, P<0.01) and Bax (t=4.388, P<0.05) in cochlear vascularis. Cell experiments: Tanshinone ⅡA decreased intracellular ROS content in a concentration-dependent way (t=3.569, P<0.05; t=4.772, P<0.01; t=7.494, P<0.01); Tanshinone ⅡA decreased apoptosis rate and apoptotic protein, and increased the expression of anti-apoptotic protein, p-PI3K/PI3K and p-AKT/AKT in concentration-dependent manner (all P values<0.05); LY294002 reversed the protective effect of tanshinone ⅡA on pericytes apoptosis (all P values<0.05). Conclusion: Tanshinone ⅡA can inhibit the apoptosis of cochlear pericytes induced by high glucose by reducing oxidative stress level and activating PI3K/AKT signaling pathway under high glucose environment, thus playing a protective role in diabetic hearing loss.
Animals
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Male
;
Mice
;
Apoptosis
;
bcl-2-Associated X Protein
;
Diabetes Mellitus, Type 2
;
Evans Blue
;
Glucose
;
Hearing Loss
;
Mice, Inbred C57BL
;
Pericytes/metabolism*
;
Phosphatidylinositol 3-Kinases/metabolism*
;
Proto-Oncogene Proteins c-akt/metabolism*
;
Reactive Oxygen Species/metabolism*
;
Signal Transduction
8.A deep-learning model for the assessment of coronary heart disease and related risk factors via the evaluation of retinal fundus photographs.
Yao Dong DING ; Yang ZHANG ; Lan Qing HE ; Meng FU ; Xin ZHAO ; Lu Ke HUANG ; Bin WANG ; Yu Zhong CHEN ; Zhao Hui WANG ; Zhi Qiang MA ; Yong ZENG
Chinese Journal of Cardiology 2022;50(12):1201-1206
Objective: To develop and validate a deep learning model based on fundus photos for the identification of coronary heart disease (CHD) and associated risk factors. Methods: Subjects aged>18 years with complete clinical examination data from 149 hospitals and medical examination centers in China were included in this retrospective study. Two radiologists, who were not aware of the study design, independently evaluated the coronary angiography images of each subject to make CHD diagnosis. A deep learning model using convolutional neural networks (CNN) was used to label the fundus images according to the presence or absence of CHD, and the model was proportionally divided into training and test sets for model training. The prediction performance of the model was evaluated in the test set using monocular and binocular fundus images respectively. Prediction efficacy of the algorithm for cardiovascular risk factors (e.g., age, systolic blood pressure, gender) and coronary events were evaluated by regression analysis using the area under the receiver operating characteristic curve (AUC) and R2 correlation coefficient. Results: The study retrospectively collected 51 765 fundus images from 25 222 subjects, including 10 255 patients with CHD, and there were 14 419 male subjects in this cohort. Of these, 46 603 fundus images from 22 701 subjects were included in the training set and 5 162 fundus images from 2 521 subjects were included in the test set. In the test set, the deep learning model could accurately predict patients' age with an R2 value of 0.931 (95%CI 0.929-0.933) for monocular photos and 0.938 (95%CI 0.936-0.940) for binocular photos. The AUC values for sex identification from single eye and binocular retinal fundus images were 0.983 (95%CI 0.982-0.984) and 0.988 (95%CI 0.987-0.989), respectively. The AUC value of the model was 0.876 (95%CI 0.874-0.877) with either monocular fundus photographs and AUC value was 0.885 (95%CI 0.884-0.888) with binocular fundus photographs to predict CHD, the sensitivity of the model was 0.894 and specificity was 0.755 with accuracy of 0.714 using binocular fundus photographs for the prediction of CHD. Conclusion: The deep learning model based on fundus photographs performs well in identifying coronary heart disease and assessing related risk factors such as age and sex.
Humans
;
Male
;
Retrospective Studies
;
Deep Learning
;
Fundus Oculi
;
ROC Curve
;
Algorithms
;
Risk Factors
;
Coronary Disease/diagnostic imaging*
9.Establishment of spheroid expansion model of human glioma stem cells and the content detection of lipids and proteins
Haifeng ZHAO ; Congyan WU ; Xia HUANG ; Weihua WANG ; Ke YAN ; Jie WU ; Donghua GU ; Wenyu ZHU ; Yaodong ZHAO ; Qiang HUANG
Chinese Journal of Oncology 2022;44(8):820-825
Objective:To establish a three-dimensional spheroid expansion model of human glioma stem cells with spontaneous sphere forming and multilineage differentiation potential in vitro and investigated the contents of the proteins and lipids and their secondary components, so as to lay a foundation for further study of sphere metabolism. Methods:Human glioma stem cells GSC23 and SU3 were cultured in serum-free stem cell culture medium, respectively, and the cell spheres were harvested for about 2-3 weeks. After fixation in paraformaldehyde solution, dehydration, paraffin embedding, and sectioning, glioma-associated marker proteins were detected by immunohistochemical staining, and the protein and lipid and their secondary components contents in the spheroid tissues were analyzed by Raman imaging. One-way ANOVA was used to compare the protein, lipid and phenylalanine contents in the large sphere, medium sphere and small sphere groups.Results:Both stem cells were able to form stem cell expansion spheres resembling solid tumors within the culture dish. Immunohistochemical staining showed that the regular marker proteins of glioblastoma multiforme, CD133, nestin, epidermal growth factor receptor (EGFR), S100, Olig2, p53, Ki-67, glial fibrillary acidic protein (GFAP), vimentin, CXC chemokine receptor 4 (CXCR4), and CD34, were all expressed. Raman imaging revealed that the constructed expanded spheres of human glioma stem cells contained protein (2 930, 1 685 and 1 586 cm -1), lipid (2 845 and 1 444 cm -1), phenylalanine (1 003 cm -1) amide Ⅲ (1 250 cm -1), while there were no significant differences of protein, lipid and phenylalanine contents among the large sphere, medium sphere and small sphere groups ( P>0.05). Conclusions:We have successfully established an expanded spheroid model of human glioma stem cells in vitro, which not only exhibits the topographical characteristics and unlimited expansion ability of three-dimensional solid tumors, but also has the ability to stably store metabolically obligatory energy sources of tumor cells such as proteins and lipids, and is expected to serve as a promising tool for human glioma research in vitro.
10.Establishment of spheroid expansion model of human glioma stem cells and the content detection of lipids and proteins
Haifeng ZHAO ; Congyan WU ; Xia HUANG ; Weihua WANG ; Ke YAN ; Jie WU ; Donghua GU ; Wenyu ZHU ; Yaodong ZHAO ; Qiang HUANG
Chinese Journal of Oncology 2022;44(8):820-825
Objective:To establish a three-dimensional spheroid expansion model of human glioma stem cells with spontaneous sphere forming and multilineage differentiation potential in vitro and investigated the contents of the proteins and lipids and their secondary components, so as to lay a foundation for further study of sphere metabolism. Methods:Human glioma stem cells GSC23 and SU3 were cultured in serum-free stem cell culture medium, respectively, and the cell spheres were harvested for about 2-3 weeks. After fixation in paraformaldehyde solution, dehydration, paraffin embedding, and sectioning, glioma-associated marker proteins were detected by immunohistochemical staining, and the protein and lipid and their secondary components contents in the spheroid tissues were analyzed by Raman imaging. One-way ANOVA was used to compare the protein, lipid and phenylalanine contents in the large sphere, medium sphere and small sphere groups.Results:Both stem cells were able to form stem cell expansion spheres resembling solid tumors within the culture dish. Immunohistochemical staining showed that the regular marker proteins of glioblastoma multiforme, CD133, nestin, epidermal growth factor receptor (EGFR), S100, Olig2, p53, Ki-67, glial fibrillary acidic protein (GFAP), vimentin, CXC chemokine receptor 4 (CXCR4), and CD34, were all expressed. Raman imaging revealed that the constructed expanded spheres of human glioma stem cells contained protein (2 930, 1 685 and 1 586 cm -1), lipid (2 845 and 1 444 cm -1), phenylalanine (1 003 cm -1) amide Ⅲ (1 250 cm -1), while there were no significant differences of protein, lipid and phenylalanine contents among the large sphere, medium sphere and small sphere groups ( P>0.05). Conclusions:We have successfully established an expanded spheroid model of human glioma stem cells in vitro, which not only exhibits the topographical characteristics and unlimited expansion ability of three-dimensional solid tumors, but also has the ability to stably store metabolically obligatory energy sources of tumor cells such as proteins and lipids, and is expected to serve as a promising tool for human glioma research in vitro.

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