1.Application and Advance of Image Compression Algorithms in Medical Imaging
Jiawen SHANG ; Peng HUANG ; Zhixing CHANG ; Yuhan FAN ; Zhihui HU ; Ke ZHANG ; Jianrong DAI ; Hui YAN
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1281-1290
Medical imaging technology plays a crucial role in clinical diagnosis and treatment. Image compression technology provides robust technical support for the storage and transmission of massive medical imaging data, serving as an effective safeguard for hospital data backup and telemedicine. The technology holds broad application prospects in the medical field, enabling the processing of various imaging modalities, multidimensional imaging, and medical video imaging. This study elaborates on general image and video compression algorithms, the application of compression algorithms in the medical field, and the performance metrics of medical image compression, thereby providing critical technical support for enhancing clinical diagnostic efficiency and data management security.
2.Screening genotype and blood routine parameters of Thalassemia in Changshou District Chongqing
Jiantao ZENG ; Ke NIE ; Tao DAI ; Yufeng SU
China Modern Doctor 2024;62(2):38-40
Objective To investigate the distribution of the thalassemia genotypes and the characteristics of blood cell parameters in Changshou District,Chongqing.Methods Totally 4126 samples sent to our hospital were studied from June 2018 to March 2023.All samples were detected for thalassemia genotype and blood cells.The parameters of blood cells:redblood cell(RBC),hemoglobin(Hb),mean corpuscular volume(MCV),mean corpuscular hemoglobin(MCH),mean corpuscular hemoglobin concentration(MCHC),red blood cell distribution width CV(RDW-CV),red blood cell distribution width SD(RDW-SD)were detected.Gap polymerase chain reaction(Gap-PCR)combined with reverse dot blot hybridization were used to detect alpha and beta thalassemia genotype.The rate and distribution characteristics of thalassemia gene in Changshou district were analyzed.Results Among 4126 samples,408 cases of α and β thalassemia were detected,accounting for 9.89%.Among these,there were 255 α-thalassemia cases.-α3.7/αα was the most common genotype.Two cases of--αSEA/-α3.7 and one cases of--SEA/HKαα were also detected.There were 153 cases of β-thalassemia and CD17 accounted for the highest proportion.The date of MCV,MCH,MCHC in-α3.7/αα,--SEA/αα,-α4.2/αα and ααCS/αα groups was significantly difference compared with control group(P<0.05).Parameters of MCV and MCH in CD17,CD41-42 and Ivs-2-654 groups were lower than those in control group(P<0.05),while RBC,RDW-CV and RDW-SD were higher than those in control group,the difference was statistically significant.Conclusion The most common genotype in thalassemia were-α3.7/αα,--SEA/αα,-α4.2/αα,CD17,CD41-42 and Ivs-2-654 in Changshou District,Chongqing.The parameters of MCV,MCHC,MCH,Hb,RBC,RDW-CV and RDW-SD have important clinical significance for the screening of thalassemia.
3.Effects of vecuronium bromide down-regulation of lncRNA FGD5-AS1 on the proliferation and apoptosis of gastric cancer cell HGC-27
Bin FU ; Ke ZHANG ; Xing LIU ; Chuan-Xing DAI ; Zu-Qi CHEN ; De-Liang QIU
The Chinese Journal of Clinical Pharmacology 2024;40(2):205-209
Objective To investigate the effect of vecuronium bromide on the malignant biological behavior of gastric cancer cells and its molecular mechanism.Methods Gastric cancer cells HGC-27 were divided into control group,experimental-L,-M,-H groups,si-NC group,si-FGD5-AS1 group,pcDNA-FGD5-AS1 group,pcDNA group,experimental-H+pcDNA group,experimental-H+pcDNA-FGD5-AS1 group.The control group was cultured conventionally;experimental-L,-M,-H groups were treated with 5,10 and 20μmol·mL-1 vecuronium bromide,respectively;si-FGD5-AS1 group and the si-NC group were transfected with lncRNA FGD5-AS1 interference expression vector and negative control plasmid,respectively;pcDNA-FGD5-AS1 group and pcDNA group were transfected with lncRNA FGD5-AS1 overexpression vector and negative control plasmid,respectively;lncRNA FGD5-AS1 overexpression vector and negative control plasmid were transfected into HGC-27 cells in the experimental-H+pcDNA-FGD5-AS1 group and experimental-H+pcDNA group,and then treated with 20 μmuol·mL-1 vecuronium bromide.Methyl thiazolyl tetrazolium(MTT),flow cytometry and real-time fluorescent quantitative polymerase chain reaction(RT-qPCR)were applied to dectect cell viability,apoptosis and lncRNA FGD5-AS1 expression.Results The cell activity of control group,experimental-L,-M,-H groups,si-NC group,si-FGD5-AS1 group,pcDNA group,PCDNA-FGD5-AS1 group,experimental-H+pcDNA group and experimental-H+PCDNA-FGD5-AS1 group were 1.31±0.07,0.58±0.03,1.31±0.06,0.51±0.03,1.29±0.08,1.68±0.15,0.59±0.03 and 1.16±0.06;the apoptosis rates were(6.49±0.44)%,(23.52±0.98)%,(6.42±0.44)%,(26.75±0.97)%,(6.72±0.38)%,(2.56±0.19)%,(23.56±1.04)%and(11.65±0.47)%;the expression levels of lncRNA FGD5-AS1 were 1.00±0.05,0.37±0.02,0.99±0.05,0.21±0.02,1.00±0.03,2.98±0.12,0.38±0.02 and 0.87±0.05,respectively.The above indexes were compared with the control group and experimental-H group,those in the si-FGD5-AS1 group were compared with the si-NC group,those in the pcDNA-FGD5-AS1 group were compared with the pcDNA group,and those in the experimental-H+pcDNA-FGD5-AS1 group were compared with the experimental-H+pcDNA group,the differences were statistically significant(all P<0.05).Conclusion Vecuronium bromide may inhibit the proliferation of HGC-27 cells and promote cell apoptosis by down-regulating lncRNA FGD5-AS1.
4.Epidemiological and clinical characteristics of respiratory syncytial virus infections in children in Jiangsu Province, 2014-2023
Wenxin GU ; Ke XU ; Shenjiao WANG ; Fei DENG ; Qigang DAI ; Xin ZOU ; Qingxiang SHANG ; Liling CHEN ; Yu XIA ; Wenjun DAI ; Jie ZHA ; Songning DING ; Min HE ; Changjun BAO
Chinese Journal of Epidemiology 2024;45(11):1537-1543
Objective:To analyze the epidemiological and clinical characteristics of respiratory syncytial virus (RSV) infection in children in Jiangsu Province from 2014 to 2023.Methods:The acute respiratory infection cases in children aged 0-14 years were selected from outpatient/emergency or inpatient departments in 2 surveillance sentinel hospitals, respectively, in Nanjing, Suzhou and Taizhou of Jiangsu from 1 July 2014 to 31 December 2023, and RSV nucleic acid test was conducted and the intensity of the RSV infection was accessed by WHO influenza epidemiological threshold method, and case information and clinical data were collected. χ2 test was used to compare the differences between groups, and the Bonferroni method was used for pairwise comparisons between groups. Results:In 4 946 cases of acute respiratory infections, the RSV positive rate was 8.21% (406/4 946), and the age M( Q1, Q3) of the cases was 1 (0, 3) years. The RSV positive rate was 10.92% (258/2 362) during 2014-2019 and 6.06% (118/1 948) during 2019-2023, the difference was significant ( χ2=31.74, P<0.001). RSV infection mainly occurred from October to March during 2014-2019, with the incidence peak in December and moderate or higher intensity. The seasonality of RSV infection was not obvious during 2019-2023, with low intensity. The RSV positive rate was highest in children in age group 0- years (17.85%, 151/846), and the positive rate declined gradually with age ( χ2=184.51, P<0.001). The RSV positive rate was higher in inpatient cases (9.84%, 244/2 480) than in outpatient/emergency cases (6.57%, 162/2 466) ( χ2=17.54, P<0.001). In the 155 RSV infection cases with complete clinical data, the clinical symptoms mainly included cough (99.35%, 154/155), fever (55.48%, 86/155), and shortness of breath (45.16%, 70/155). In the cases aged <6 months, the proportion of those with fever was low, but the proportion of those with shortness of breath, transferred to intensive care units, and receiving oxygen therapy were higher (all P<0.05). Children aged <6 months and those with underlying diseases were more likely to have severe RSV infection (all P<0.05). Conclusions:RSV infection in children in Jiangsu Province showed seasonal prevalence in winter from 2014 to 2019. Since 2020, the seasonal characteristics of the epidemic have changed, the epidemic period has been dispersed and the epidemic intensity has decreased. Infants <1 year old were at high risk for RSV infection, and those <6 months old and with underlying diseases might have severe infection.
5.Construction of a Theoretical Framework for the Performance Assessment of Basic Medical Insurance Designated Medical Institutions Based on the Objectives of Medical Insurance Policy
Qian WANG ; Ruiming DAI ; Lin KE ; Ling CAO ; Wei ZHANG ; Mengjiao SHEN ; Tiantian ZHANG
Chinese Hospital Management 2024;44(1):78-82
It collected relative policy documents systematically and analyzed the development process and policy objective evolution of Chinese basic medical insurance system.Based on this,it determined the performance assessment objectives of the designated medical institutions of basic medical insurance and constructed the assessment framework guided by the goal realization.Then,from the perspective of contract management and performance management,it determined the assessment elements of contract enforcement assessment system of designated medical institutions and the logical relationship between the elements,and to construct a conceptual model,which provides a reference for guiding the research of the contract enforcement assessment of the designated medical institutions of basic medical insurance.
6.Protective effects of adipose tissue-derived stromal cells exosomes against pressure-induced injury in retinal ganglion cells of cultured rat in vitro
Yidan CHEN ; Min DAI ; Zhikun ZHENG
International Eye Science 2024;24(11):1695-1700
AIM: To assess the protective effect of adipose tissue-derived mesenchymal stem cells(ADSCs)exosomes on injured retinal ganglion cells(RGCs)by establishing an in vitro rat RGC pressure injury model.METHODS: ADSCs were cultured, and exosomes were extracted from the supernatant and identified. Rat RGCs were divided into a control group, pressure model groups(40, 80, 120 mmHg), and exosome-treated groups under different pressures. Cell proliferation activity was assessed using the CCK-8 assay. The mRNA expression levels of brain-derived neurotrophic factor(BDNF)and Caspase-3 in RGCs were detected by qPCR, and protein levels were measured by Western Blot.RESULTS: The CCK-8 assay showed that cell proliferation activity in the control group increased significantly at 48 h compared to 24 h(P<0.05). At 48 h, cell viability in the exosome-treated groups increased significantly compared to the 40, 80, and 120 mmHg pressure model groups(all P<0.05). qPCR results indicated that BDNF mRNA expression decreased in the 40 mmHg pressure model group without statistical significance(P>0.05), and significantly decreased in the 80 and 120 mmHg pressure model groups(all P<0.05). BDNF mRNA expression significantly increased in the 40 and 80 mmHg pressure model groups after exosome treatment(both P<0.05), and increased in the 120 mmHg pressure model group without statistical significance(P>0.05). Caspase-3 mRNA expression increased in the 40 mmHg pressure model group without statistical significance(P>0.05), and significantly increased in the 80 and 120 mmHg pressure model groups(all P<0.05). Caspase-3 mRNA expression significantly decreased in the 40 and 80 mmHg pressure model groups after exosome treatment(P<0.05), and decreased in the 120 mmHg pressure model group without statistical significance(P>0.05). Western Blot analysis showed that BDNF protein expression decreased in the 40 mmHg pressure model group without statistical significance(P>0.05), and significantly decreased in the 80 and 120 mmHg pressure model groups(all P<0.001). After exosome treatment, BDNF protein expression significantly increased compared to the pressure model groups(all P<0.05). Caspase-3 protein expression increased significantly in all pressure model groups compared to the control group(all P<0.05), and significantly decreased in all exosome-treated groups compared to the model groups(all P<0.05).CONCLUSION: ADSCs-derived exosomes enhance cell proliferation and viability in cultured rat RGCs in vitro under different pressure-induced injuries, enhance BDNF mRNA and protein expression levels, and reduce Caspase-3 mRNA and protein expression levels, suggesting that ADSCs-derived exosomes have a protective effect on pressure-injured in cultured rat RGCs in vitro.
7.Metagenomic next-generation sequencing for the diagnosis of Pneumocystis jirovecii pneumonia after allogeneic hematopoietic stem cell transplantation
Rong FU ; Ren LIN ; Zhiping FAN ; Fen HUANG ; Na XU ; Li XUAN ; Yifei HUANG ; Hui LIU ; Ke ZHAO ; Zhixiang WANG ; Ling JIANG ; Min DAI ; Jing SUN ; Qifa LIU
Chinese Journal of Hematology 2024;45(1):62-67
Objectives:To investigate the value of metagenomic next-generation sequencing (mNGS) in the diagnosis of Pneumocystis jirovecii pneumonia (PJP) in patients undergoing allogeneic hematopoietic stem cell transplantation (allo-HSCT) .Methods:The data of 98 patients with suspected pulmonary infection after allo-HSCT who underwent pathogen detection from bronchoalveolar lavage fluid between June 2016 and August 2023 at Nanfang Hospital were analyzed. The diagnostic performance of mNGS, conventional methods, and real-time quantitative polymerase chain reaction (qPCR) for PJP were compared.Results:A total of 12 patients were diagnosed with PJP, including 11 with a proven diagnosis and 1 with a probable diagnosis. Among the patients with a proven diagnosis, 1 was positive by both conventional methods and qPCR, and 10 were positive by qPCR only. Pneumocystis jirovecii was detected by mNGS in all 12 patients. The diagnostic sensitivity of mNGS for PJP was 100%, which was greater than that of conventional methods (8.3%, P=0.001) and similar to that of qPCR (91.6%, P=1.000) . A total of 75% of the patients developed mixed pulmonary infections, and cytomegalovirus and Epstein-Barr virus were the most common pathogens. Mixed infection was detected in eight patients by mNGS and in five patients by qPCR, but not by conventional methods ( P=0.008) . Conclusions:mNGS had good sensitivity for diagnosing PJP after allo-HSCT and was advantageous for detecting mixed infectious pathogens; therefore, mNGS might be an effective supplement to regular detection methods and qPCR.
8.Predictive value of serum NT-proBNP,GDF-15,PICP and PⅢCP for acute left ventricular failure in patients with angina pectoris
Yun-Zhi ZHANG ; Xin-Hua DAI ; Ke LI
Chinese Journal of cardiovascular Rehabilitation Medicine 2024;33(5):614-619
Objective:To explore the predictive value of serum levels of N-terminal pro brain natriuretic peptide(NT-proBNP),growth differentiation factor-15(GDF-15),type Ⅰ procollagen C-terminal propeptide(PⅠCP)and type Ⅲ procollagen C-terminal propeptide(PⅢCP)for acute left ventricular failure(ALVF)in patients with angina pectoris.Methods:A total of 316 patients with angina pectoris who were treated in Hospital of China Uni-versity of Geosciences(Wuhan)between July 2019 and October 2021 were selected as study group,another 200 healthy subjects undergoing physical examination in our hospital simultaneously were enrolled as control group,then serum levels of NT-proBNP,GDF-15,PⅠCP and PⅢCP were compared between two groups.Incidence of ALVF in study group during hospitalization was observed.Multivariate Logistic regression was used to analyze influencing factors of ALVF in patients with angina pectoris,and ROC curve was used to analyze predictive value of above ser-um indexes for ALVF in patients with angina pectoris.Results:Serum levels of NT-proBNP,GDF-15,PⅠCP and PⅢCP in the study group were significantly higher than those in the control group(P<0.001 all).Serum levels of above indexes in patients with unstable angina pectoris were significantly higher than those of patients with stable angina pectoris(P<0.001 all).Multivariate Logistic regression analysis indicated that age≥65 years,unstable angi-na pectoris,angina grade Ⅲ and serum levels of NT-proBNP,GDF-15,PⅠCP and PⅢCP were independent risk factors of ALVF in angina patients(OR=1.885~3.428,P<0.05 or<0.01);ROC analysis indicated that area under the curve of combined detection of serum NT-proBNP,GDF-15,PⅠ CP and PⅢCP predicting ALVF in angina patients was 0.947,which was significantly higher than single detection of above indexes(AUC=0.826,0.727,0.759,0.733,P<0.05 or<0.01).Conclusion:Serum levels of NT-proBNP,GDF-15,PⅠCP and PⅢCP significantly increase in angina patients,and they are all independent risk factors of ALVF in angina pectoris,and the combination of the four indexes has high predictive value for ALVF in these patients.
9.Influence of the severity of diabetic retinopathy on three-dimensional choroidal vascularity index and its significance
Fengtao JI ; Hui WANG ; Yongrong LI ; Wei DAI ; Ke WEI ; Zhimin WANG ; Rongfeng LIAO
Chinese Journal of Experimental Ophthalmology 2024;42(8):736-743
Objective:To investigate the relationship between three-dimensional choroidal vascularity index (3D CVI) and the severity of diabetic retinopathy (DR) using swept-source optical coherence tomography angiography (SS-OCTA).Methods:A cross-sectional study was conducted.A total of 139 eyes of 139 subjects, including 115 eyes with diabetes mellitus and 24 control eyes without diabetes, were enrolled in the Second People's Hospital of Hefei from March to December 2022.DR was graded according to the standard seven-field ETDRS color fundus photographs.Eyes with diabetes mellitus were divided into non-DR (NDR) group (34 eyes), non-proliferative DR (NPDR) group (42 eyes), NPDR with diabetic macular edema (DME) group (21 eyes) and PDR group (18 eyes).3D CVI in central fovea 1 mm (C1) and parafoveal 3 mm (C3), choroidal vascular volume (CVV), and choroidal thickness were measured by SS-OCTA in the area of 3 mm×3 mm centered on the fovea using the built-in automated quantification software.Parafoveal region was divided into superior, inferior, temporal and nasal quadrants, and 3D CVI of the different quadrants was detected.3D CVI was defined as the ratio of CVV to total choroidal volume.The monocular data were analyzed to compare 3D CVI among the five groups, and multiple linear regression analysis was used to evaluate the influencing factors.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University (No.2022064).All subjects were aware of the study purpose and agreed to participate the study.Results:There were significant differences in 3D CVI-C1 and 3D CVI-C3 among all groups ( F=3.103, 3.036, both at P<0.05).In PDR group, 3D CVI-C1 was lower than in non-DR group, and 3D CVI-C3 was lower than in control group and non-DR group, with statistically significant differences (all at P<0.05).There were significant differences in 3D CVI in the inferior and nasal quadrants among all groups ( F=2.714, 4.020, both at P<0.05).In PDR group, 3D CVI in the inferior quadrant was lower than that in non-DR group, and 3D CVI in nasal quadrant in PDR group was lower than that in control group, non-DR group, NPDR group and NPDR with DME group, with statistically significant differences (all at P<0.05).Multiple linear regression showed that after controlling for age, course of disease and glycosylated hemoglobin, the severity of DR was the influencing factor of 3D CVI in fovea and parafovea.PDR eyes had the greatest impact on 3D CVI in fovea and parafovea.Compared with non-DR eyes, there was a -0.019(95% CI: -0.031--0.007, P=0.003) decrease in central foveal 3D CVI and a -0.019(95% CI: -0.030--0.008, P=0.001) decrease in parafoveal 3D CVI in PDR eyes, followed by a 0.014(95% CI: -0.027-0.000, P=0.044) decrease in central foveal 3D CVI in NPDR with DME eyes. Conclusions:Macular foveal 3D CVI correlates with DR severity, and a decrease in 3D CVI of large vessels in the macular choroid may be a sensitive indicator of DR exacerbation.
10.Advances in metabolic remodeling of glutamine in pancreatic cancer
Basic & Clinical Medicine 2024;44(11):1613-1617
Pancreatic cancer relies on glutamine(Gln)in its carcinogenesis.Gln metabolism is reprogrammed by multiple oncogenes and their downstream effectors in pancreatic cancer cells.The Gln dependence and its underlying molecular mechanisms can potentially be exploited as therapeutic targets.Recent research on the meta-bolic remodeling of Gln in pancreatic cancer has primarily focused on the inhibition of key enzymes,the impact on chemotherapy resistance,and the application of Gln antagonists.The progress in understanding Gln metabolism in pancreatic cancer offers valuable insights into potential novel therapeutic strategies.

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