1.The diagnostic value of urine proteomics in interstitial lung disease
Lilong WEI ; Yun ZHOU ; Liwei WANG ; Qingwan SONG ; Zhengguang GUO ; Yongtong CAO
Chinese Journal of Laboratory Medicine 2024;47(10):1159-1168
Objective:To evaluate the diagnostic value of urine proteomics in interstitial lung disease.Methods:A case control study was conducted. 10 patients (age 56.70±14.78 years) with interstitial lung disease, 9 patients (age 51.30±23.26 years) with pulmonary infection and 10 healthy controls (age 50.20±6.07 years) from the physical examination center were selected from China-Japan Friendship Hospital from March 12 to April 15, 2023. The urine proteomics of three groups of people were studied using Liquid chromatography-mass spectrometry proteomics technology. Based on Data-Independent Acquisition mass spectrometry quantitative technology, three groups of people were compared, and t-test was performed between groups and relevant functional analysis was conducted.Results:A total of 2 730 proteins were identified. Three groups of people can be clearly distinguished by urine proteome using partial least squares discriminant analysis based on orthogonal signal correction. Quantitative comparison of proteins was conducted by the screening criteria for differential proteins with P<0.05 and protein abundance fold changes of>3/2 or<2/3. 49 proteins between interstitial lung disease patients and healthy people, as well as 57 proteins between interstitial lung disease patients and infectious diseases patients, were significantly changed. ECM receptor interaction and complement-coagulation cascade pathways were enriched by GO enrichment and KEGG analysis on differentially expressed proteins. Conclusions:Urinary proteomics can effectively distinguish patients with interstitial lung disease from those with pulmonary infections and the normal population. The differential proteins identified in this experiment have certain diagnostic performance (AUC value 0.68-1.00) and can be used as potential disease markers for the diagnosis of interstitial lung disease.
2.Research progress in antenna technology for microwave imaging of stroke
Haisheng ZHANG ; Xu NING ; Lin XU ; Wei ZHUANG ; Zelin BAI ; Lilong ZHOU ; Jia XU ; Feng WANG ; Mingsheng CHEN
International Journal of Biomedical Engineering 2023;46(3):231-239
The diagnostic technology of acute stroke by microwave imaging has the advantages of being non-ionizing, fast, small, and low-cost. Therefore, this technology is expected to become an auxiliary or alternative means to CT and MRI technology. As the signal transmitting and receiving device of the microwave imaging system, the antenna has an important influence on the performance of the imaging system. At present, there are many antennas with different performances used in imaging systems, but there is a lack of clear evaluation criteria for them. In this paper, several typical antennas were introduced, their advantages and disadvantages from the perspective of bandwidth and near-field were analyzed, and the common requirements of imaging systems for antennas and the performance indicators of various types of imaging systems were summarized. Moreover, the development trend of antenna technology for microwave imaging was pointed out to provide a reference for the study of stroke microwave imaging technology.
3.Analysis of the clinical predictive value of lactate on the prognosis of patients with acute-on-chronic liver failure combined with infection
Hui LI ; Haibin SU ; Yonggang WANG ; Lilong YAN ; Yuhui PENG ; Chen LI ; Xiaoyan LIU ; Jinhua HU ; Peng NING ; Chongdan GUAN
Chinese Journal of Hepatology 2023;31(3):300-306
Objective:To explore the predictive value of lactic acid for the adverse prognostic outcomes in patients with acute-on-chronic liver failure combined with infection.Methods:A retrospective analysis was conducted on the clinical data of 208 cases of ACLF combined with infection who were hospitalized from January 2014 to March 2016. Patients were divided into a survival group ( n = 83) and a mortality group ( n = 125) according to the results of a 90-day follow-up. The clinical data were statistically analyzed between the two groups. Multivariate logistic regression with two categorical variables was used to analyze the independent risk factors for 90-day disease mortality and establish a new prediction model. The receiver operating characteristic curve (ROC curve) was used to evaluate the predictive value of lactic acid, the MELD score, the MELD-Na score, lactic acid combined with the MELD score, lactic acid combined with the MELD-Na score, and the new model. Results:The 90-day mortality rate of 208 cases of ACLF combined with infection was 60.1%. There were statistically significant differences in white blood cell count, neutrophil count, total bilirubin (TBil), serum creatinine (Cr), blood urea nitrogen (BUN), blood ammonia, the international normalized ratio (INR), lactic acid (LAC), procalcitonin, the MELD score, the MELD-Na score, hepatic encephalopathy (HE), acute kidney injury (AKI), and bleeding between the two groups. Multivariate logistic regression analysis showed that TBil, INR, LAC, HE, and bleeding were independent risk factors for 90-day mortality in patients with ACLF combined with infection. After the establishment of MELD-LAC, MELD-Na-LAC, and a new prediction model, the ROC curve revealed that the AUC (95% confidence interval) of MELD-LAC and MELD-Na LAC were 0.819 (0.759 ~ 0.870) and 0.838 (0.780 ~ 0.886), respectively, and was superior than the MELD score [0.766 (0.702 ~ 0.823)] and MELD-Na score [0.788 (0.726 ~ 0.843)], with P < 0.05, while the new model had an AUC of 0.924, the sensitivity of 83.9%, specificity of 89.9%, and accuracy of 87.8%, which was higher than LAC, MELD score, MELD-Na score, MELD-LAC, and MELD-Na-LAC ( P < 0.01). Conclusion:Lactic acid is an independent risk factor for mortality in patients with ACLF combined with infection, and it improves the clinical predictive value of MELD and MELD-Na for the prognosis of mortality.
4.Microscope-assisted minimally invasive anterior lumbar discectomy and zero-profile fusion for lumbar degenerative diseases
Haiwei XU ; Baoshan XU ; Yue LIU ; Ning LI ; Hongfeng JIANG ; Yongcheng HU ; Lilong DU ; Tao WANG ; Xinlong MA ; Kaihui ZHANG
Chinese Journal of Orthopaedics 2022;42(7):395-402
Objective:To evaluate the value and efficacy of microscope-assisted minimally invasive anterior lumbar discectomy and zero-profile fusion (ALDF) for lumbar degenerative diseases.Methods:Anterior lumbar distractors were designed to maintain the distraction of intervertebral space and expose the posterior edge of the intervertebral space. From June 2018 to December 2020, 41 cases of lumbar degenerative diseases were treated with this operation, including 19 men and 22 women, aged 29-71 years old (average 42.1 years old). All patients had intractable low back pain. Imaging examination showed lumbar disc degeneration with narrow intervertebral space, including disc herniation with Modic changes in 7 cases, spinal stenosis with instability in 16 cases and spondylolisthesis in 18 cases. The involved levels included L 2,3 in 1 case, L 3,4 in 3 cases, L 2-L 4 in 1 case, L 4,5 in 17 cases and L 5S 1 in 19 cases. An incision was taken that was pararectus for L 2-L 4 and transverse for L 4-S 1, with the intervertebral disc exposed via extraperitoneal approach. The intervertebral space was released and distracted after discectomy in intervertebral space, and self-made distractors were used to maintain the space. Under microscope, the herniation, posterior annulus and osteophyte were removed for sufficient decompression, with a suitable self-anchoring cage implanted into the intervertebral space. The visual analogue score (VAS), Oswestry dysfunction index (ODI), intervertebral space height, lordosis angle and spondylolisthesis rate were evaluated. Results:Operations were performed successfully in all the patients. The operation time was 70-120 min with an average of 90 min, and the intraoperative blood loss was 15-70 ml with an average of 30 ml. No severe complication such as nerve or blood vessel injury occurred. The patients were followed up for 12 to 36 months, with an average of 18 months. At the last follow-up, VAS decreased from 6.4±2.3 to 1.1±0.9, and ODI decreased from 44.9%±16.9% to 5.8%±4.7%. Intervertebral space height recovered from 7.2±2.8 mm to 12.1±2.1 mm and lordosis angle recovered from 6.9°±4.8° to 10.1°±4.6°. X-ray showed significant recovery of intervertebral space height, lordosis angle and spondylolisthesis rate, with obvious interbody fusion and no displacement of cage. For 18 patients of spondylolisthesis, the slippage recovered from 16.6%±9.3% to 7.6%±5.3%, with an average improvement of 54.2%.Conclusion:Microscope-assisted minimally invasive ALDF can provide sufficient decompression and zero-profile fusion for lumbar degenerative diseases with satisfactory results during short-term follow-up.
5.Fundus tessellation segmentation and quantization based on the deep convolution neural network
Zhen GUO ; Lingzhi CHEN ; Lilong WANG ; Chuanfeng LYU ; Guotong XIE ; Yan GAO ; Jun LI
Chinese Journal of Ocular Fundus Diseases 2022;38(2):114-119
Objective:To propose automatic measurement of global and local tessellation density on color fundus images based on a deep convolutional neural network (DCNN) method.Methods:An applied study. An artificial intelligence (AI) database was constructed, which contained 1 005 color fundus images captured from 1 024 eyes of 514 myopic patients in the Northern Hospital of Qingdao Eye Hospital from May to July, 2021. The images were preprocessed by using RGB color channel re-calibration method (CCR algorithm), CLAHE algorithm based on Lab color space, Retinex algorithm for multiple iterative illumination estimation, and multi-scale Retinex algorithm. The effects on the segmentation of tessellation by adopting the abovemetioned image enhancement methods and utilizing the Dice, Edge Overlap Rate and clDice loss were compared and observed. The tessellation segmentation model for extracting the tessellated region in the full fundus image as well as the tissue detection model for locating the optic disc and macular fovea were built up. Then, the fundus tessellation density (FTD), macular tessellation density (MTD) and peripapillary tessellation density (PTD) were calculated automatically.Results:When applying CCR algorithm for image preprocessing and the training losses combination strategy, the Dice coefficient, accuracy, sensitivity, specificity and Jordan index for fundus tessellation segmentation were 0.723 4, 94.25%, 74.03%, 96.00% and 70.03%, respectively. Compared with the manual annotations, the mean absolute errors and root mean square errors of FTD, MTD, PTD automatically measured by the model were 0.014 3, 0.020 7, 0.026 7 and 0.017 8, 0.032 3, 0.036 5, respectively.Conclusion:The DCNN-based segmentation and detection method can automatically measure the tessellation density in the global and local regions of the fundus of myopia patients, which can more accurately assist clinical monitoring and evaluation of the impact of fundus tessellation changes on the development of myopia.
6.Characteristics and research progress on the role of intestinal fungi in chronic liver disease
Lilong ZHANG ; Wenhong DENG ; Weixing WANG
Chinese Journal of Hepatology 2022;30(11):1285-1288
At present, a large number of studies have revealed that intestinal bacteria play a very complex role in benign liver diseases, while there is relatively little research on intestinal fungi. As part of the gut microbiome, intestinal fungi are insignificant in numbers compared with intestinal bacteria, but the impact of intestinal fungi on human health and diseases cannot be ignored. This paper summarizes the characteristics and research progress of intestinal fungi in patients with alcoholic liver disease, nonalcoholic fatty liver disease, viral hepatitis and liver cirrhosis, so as to provide basis of reference and ideas for the further research on the diagnosis and treatment of intestinal fungi in benign liver diseases.
7.The predictive study of ultrasound parameters combined with serological indicators for Gleason score risk after prostate cancer surgery
Ling ZHOU ; Shiyan LI ; Yunchong CHEN ; Gonglin FAN ; Lilong XU ; Xianchen WANG ; Haiya LOU ; Jiang ZHU
Chinese Journal of Ultrasonography 2021;30(1):76-81
Objective:To establish the prediction model of postoperative Gleason score (GS) risk of prostatic cancer (PCa), and to compare the diagnostic efficacy of the model and each independent risk factor for PCa medium-high risk group.Methods:The clinical data of 362 patients who accepted transrectal prostate biopsy in the Run Run Shaw Hospital Affiliated to Zhejiang University School of Medicine from January 2018 to December 2019 were analyzed retrospectively, and a total of 343 patients with prostate cancer who met the enrollment criteria were selected. According to the GS grading system, these patients were divided into low risk group, moderate risk group and high risk group. At first, the single factor analysis and Spearman rank correlation were used to find out the effective indicators with good correlation with GS risk. Then, multiple linear regression equation was applied for multi-factor analysis to obtain the independent risk factors and the prediction model for predicting GS risk, and then the ROC curve was used to compare the diagnostic efficacy of each independent risk factor and prediction model for PCa medium-high risk group.Results:In the single factor analysis, the differences of all indicators in GS risk were statistically significant (all P<0.05). In the correlation analysis with GS risk, except for the indicators of prostate volume (all P>0.05), the other indexes had linear correlations with the different risks of GS (all P<0.05). Among them, the total prostate specific antigen and two-dimensional ultrasound (2D-US) score showed moderate positive correlations( rs=0.402, 0.579, all P<0.001), contrast enhanced ultrasound (CEUS) score showed a high positive correlation ( rs=0.709, P<0.001), and the rest indexes showed low positive correlations. Multiple linear regression was used to obtain two independent risk factors of 2D-US score ( X1) and CEUS score ( X2) for the prediction of GS risk, then, a prediction model was established: Y=0.863+ 0.066 X1+ 0.27 X2, the corresponding linear coefficient differences were statistically significant(all P<0.05). By the ROC analysis, the areas under the curves of 2D-US score, CEUS score and the prediction model were 0.838, 0.906 and 0.907, respectively. Conclusions:2D-US score and CEUS score are independent risk factors for predicting postoperative GS risk, and the diagnostic efficacy of the prediction model is higher than those of the 2D-US score and CEUS score for the medium-high risk group.
8.Research progress of Baduanjin on the rehabilitation of patients with coronary heart disease after percutaneous transluminal coronary intervention
Fen WANG ; Tongxiu HU ; Qingyun ZHANG ; Dandan SUN ; Lilong XUE ; Wenwen ZHAO
Chinese Journal of Modern Nursing 2021;27(25):3496-3500
Percutaneous coronary intervention (PCI) has become an important means of revascularization for patients with coronary heart disease (CHD) . Exercise therapy is the core content of cardiac rehabilitation for patients after PCI. Baduanjin, one of the traditional exercise methods of traditional Chinese medicine that spreads widely and enjoys obvious fitness effects, shows a positive impact on the rehabilitation of patients after PCI. This article reviews the effects of Baduanjin on the cardiopulmonary function, psychological status, quality of life, physical and chemical indicators, and adverse cardiovascular events in patients after PCI from different perspectives, in order to provide a reference for the practice and research of Baduanjin in the rehabilitation of patients after PCI.
9.Characteristic comparison of mouse primary macrophages cultured in L929 cell conditioned medium.
Wei WANG ; Yi QIN ; Yaru WANG ; Jiejie ZOU ; Jing CHEN ; Jinwu CHEN ; Yan ZHANG ; Ming GENG ; Zhongdong XU ; Min DAI ; Lilong PAN
Chinese Journal of Biotechnology 2020;36(7):1431-1439
The purpose of this study is to provide a culture for mouse bone marrow-derived macrophages (BMDM) and peritoneal macrophages (PM) and to characterize their molecular and cellular biology. The cell number and purity from the primary culture were assessed by cell counter and flow cytometry, respectively. Morphological features were evaluated by inverted microscope. Phagocytosis by macrophages was detected by the neutral red dye uptake assay. Phenotypic markers were analyzed by real-time fluorescent quantitative PCR. Our results show that the cell number was much higher from culture of BMDM than PM, while there was no significant difference regarding the percentage of F4/80+CD11b+ cells (98.30%±0.53% vs. 94.83%±1.42%; P>0.05). The proliferation rate of BMDM was significantly higher than PM in the presence of L929 cell conditioned medium, by using CCK-8 assay. However, PM appeared to adhere to the flask wall and extend earlier than BMDM. The phagocytosis capability of un-stimulated BMDM was significantly higher than PM, as well as lipopolysaccharide (LPS)-stimulated BMDM, except the BMDM stimulated by low dose LPS (0.1 μg/mL). Furthermore, Tnfα expression was significantly higher in un-stimulated BMDM than PM, while Arg1 and Ym1 mRNA expression were significantly lower than PM. The expression difference was persistent if stimulated by LPS+IFN-γ or IL-4. Our data indicate that bone marrow can get larger amounts of macrophages than peritoneal cavity. However, it should be aware that the molecular and cellular characteristics were different between these two culture systems.
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Bone Marrow Cells
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physiology
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Culture Media, Conditioned
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Lipopolysaccharides
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metabolism
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classification
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physiology
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Mice
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Phagocytosis
10.Predictive model for cervical lymph node metastasis of papillary thyroid carcinoma based on ultrasound and thyroglobulin infine-needle aspirate fluid detection
Yanyu LI ; Qian WANG ; Gonglin FAN ; Jianghong LYU ; Lilong XU ; Leqi WANG ; Li GAO ; Deguang ZHANG ; Gaofei HE ; Jiang ZHU
Chinese Journal of Ultrasonography 2020;29(2):131-137
Objective:To establish a predictive model of lateral lymph node metastasis in patients with papillary thyroid carcinoma(PTC), and further to compare the diagnostic efficiency of this model with the suspected abnormal lymph node thyroglobulin in fine-needle aspirate fluid (FNA-Tg) for lateral lymph node metastasis.Methods:The preoperative clinical and ultrasonographic data of 110 patients (257 lymph nodes) who underwent PTC cervical lymph node dissection were retrospectively analyzed. According to the postoperative pathological results, they were divided into lateral lymph node metastasis and non-metastasis group. Regression analysis was used to screen out independent risk factors affecting lateral lymph node metastasis and establish a predictive model. The ROC curve was used to evaluate the diagnostic efficacy and the best diagnostic cut-off point.Results:Prediction model: Logit( P)=-2.987+ 2.189(S/L ratio of lymph nodes)+ 1.748(hilum absent)+ 2.030(hyperechoic)+ 1.849(vascular abnormalities). The sensitivity, specificity, accuracy and AUC of the prediction model in the diagnosis of lateral lymph node metastasis were 92.1%, 83.9%, 87.9% and 0.929, respectively. The Homser-Lemeshow goodness of fit test showed that the Logistic model has a good fitting effect. The sensitivity, specificity, accuracy, and AUC of FNA-Tg in the diagnosis of lateral lymph node metastasis were 87.4%, 95.4%, 90.3% and 0.968, respectively. The sensitivity, specificity, accuracy, and AUC of the combined diagnosis of the predictive model and FNA-Tg were 92.9%, 96.9%, 94.2% and 0.989, respectively. Conclusions:The model has a good predictive value for PTC cervical lymph node metastasis. Combined with FNA-Tg, it can improve its diagnostic efficiency and provide more valuable information for the decision-making of clinical surgical procedures.

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