1.Value of biomarkers related to routine blood tests in early diagnosis of allergic rhinitis in children.
Jinjie LI ; Xiaoyan HAO ; Yijuan XIN ; Rui LI ; Lin ZHU ; Xiaoli CHENG ; Liu YANG ; Jiayun LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(4):339-347
Objective To mine and analyze the routine blood test data of children with allergic rhinitis (AR), identify routine blood parameters related to childhood allergic rhinitis, establish an effective diagnostic model, and evaluate the performance of the model. Methods This study was a retrospective study of clinical cases. The experimental group comprised a total of 1110 children diagnosed with AR at the First Affiliated Hospital of Air Force Medical University during the period from December 12, 2020 to December 12, 2021, while the control group included 1109 children without a history of allergic rhinitis or other allergic diseases who underwent routine physical examinations during the same period. Information such as age, sex and routine blood test results was collected for all subjects. The levels of routine blood test indicators were compared between AR children and healthy children using comprehensive intelligent baseline analysis, with indicators of P≥0.05 excluded; variables were screened by Lasso regression. Binary Logistic regression was used to further evaluate the influence of multiple routine blood indexes on the results. Five kinds of machine model algorithms were used, namely extreme value gradient lift (XGBoost), logistic regression (LR), gradient lift decision tree (LGBMC), Random forest (RF) and adaptive lift algorithm (AdaBoost), to establish the diagnostic models. The receiver operating characteristic (ROC) curve was used to screen the optimal model. The best LightGBM algorithm was used to build an online patient risk assessment tool for clinical application. Results Statistically significant differences were observed between the AR group and the control group in the following routine blood test indicators: mean cellular hemoglobin concentration (MCHC), hemoglobin (HGB), absolute value of basophils (BASO), absolute value of eosinophils (EOS), large platelet ratio (P-LCR), mean platelet volume (MPV), platelet distribution width (PDW), platelet count (PLT), absolute values of leukocyte neutrophil (W-LCC), leukocyte monocyte (W-MCC), leukocyte lymphocyte (W-SCC), and age. Lasso regression identified these variables as important predictors, and binary Logistic regression further analyzed the significant influence of these variables on the results. The optimal machine learning algorithm LightGBM was used to establish a multi-index joint detection model. The model showed robust prediction performance in the training set, with AUC values of 0.8512 and 0.8103 in the internal validation set. Conclusion The identified routine blood parameters can be used as potential biomarkers for early diagnosis and risk assessment of AR, which can improve the accuracy and efficiency of diagnosis. The established model provides scientific basis for more accurate diagnostic tools and personalized prevention strategies. Future studies should prospectively validate these findings and explore their applicability in other related diseases.
Humans
;
Male
;
Female
;
Rhinitis, Allergic/blood*
;
Child
;
Biomarkers/blood*
;
Retrospective Studies
;
Early Diagnosis
;
Child, Preschool
;
ROC Curve
;
Logistic Models
;
Hematologic Tests
;
Algorithms
;
Adolescent
;
Machine Learning
2.Preparation and identification of monoclonal antibodies against cat allergen Fel d 1.
Linying CAI ; Zichen ZHANG ; Zhuangli BI ; Shiqiang ZHU ; Miao ZHANG ; Yiming FAN ; Jingjie TANG ; Aoxing TANG ; Huiwen LIU ; Yingying DING ; Chen LI ; Yingqi ZHU ; Guijun WANG ; Guangqing LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(4):348-354
Objective Currently, there is no commercially available quantitative detection kit for the main Felis domestic allergen (Fel d 1) in China. To establish a rapid detection method for Fel d 1, this study aims to prepare monoclonal antibodies against Fel d 1 protein. Methods The codon preference of Escherichia coli was utilized to optimize and synthesize the Fel d 1 gene. The prokaryotic expression plasmid pET-28a-Fel d 1 was constructed and used to express and purify the recombinant Fel d 1 protein. Subsequently, the recombinant protein was immunized into BALB/c mice and monoclonal antibodies (mAbs) were prepared by the hybridoma technique. An indirect ELISA was established using the recombinant Fel d 1 as the coating antigen, and hybridoma cell lines were screened for positive clones. The specificity and antigenic epitopes of the mAbs were confirmed by Western blot analysis. Finally, the selected hybridoma cells were injected into the peritoneal cavities of BALB/c mice for large-scale monoclonal antibody production. Results The recombinant plasmid pET-28a-Fel d 1 was successfully constructed, and soluble Fel d 1 protein was obtained after optimizing the expression conditions. Western blot and antibody titer assays confirmed the successful isolation of two hybridoma cell lines, 7D11 and 5H4, which stably secreted mAbs specific to Fel d 1. Antibody characterization revealed that the 5H4 mAb was of the IgG2a subtype and could recognize the amino acid region 105-163 of Fel d 1, while the 7D11 mAb was the IgG1 subtype and could recognize the amino acid region 1-59. Conclusion The high-purity recombinant Fel d 1 protein produced in this study provides a promising alternative for clinical immunotherapy of cat allergies. Furthermore, the monoclonal antibody prepared in this experiment lays a material foundation for the in-depth study of the biological function of Fel d 1 and the development of ELISA detection.
Animals
;
Antibodies, Monoclonal/biosynthesis*
;
Mice, Inbred BALB C
;
Cats
;
Mice
;
Allergens/genetics*
;
Glycoproteins/genetics*
;
Enzyme-Linked Immunosorbent Assay
;
Hybridomas/immunology*
;
Recombinant Proteins/genetics*
;
Female
;
Antibody Specificity
3.Construction, screening and immunogenicity of the recombinant poxvirus vaccine rVTTδTK-RBD against SARS-CoV-2.
Renshuang ZHAO ; Yilong ZHU ; Chao SHANG ; Jicheng HAN ; Zirui LIU ; Zhiru XIU ; Shanzhi LI ; Yaru LI ; Xia YANG ; Xiao LI ; Ningyi JIN ; Xin JIN ; Yiquan LI
Chinese Journal of Cellular and Molecular Immunology 2024;40(1):19-25
Objective To construct a recombinant poxvirus vector vaccine, rVTTδTK-RBD, and to evaluate its safety and immunogenicity. Methods The receptor-binding domain (RBD) gene was synthesized with reference to the gene sequence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and was inserted into the polyclonal site of the self-constructed recombinant plasmid pSTKE, to construct the recombinant poxvirus shuttle vector pSTKE-RBD. This was then transfected into BHK-21 cells pre-infected with the vaccinia virus Tiantan strain (VTT). The recombinant poxvirus rVTTδTK-RBD was successfully obtained after several rounds of fluorescence phage screening. The effect of rVTTδTK-RBD on the body mass of BALB/c mice was detected after immunizing mice by intra-nasal vaccination. The levels of specific and neutralizing antibodies produced by rVTTδTK-RBD on BALB/c mice were analyzed after immunizing mice intramuscularly. The effect of rVTTδTK-RBD on T cell subsets in BALB/c mice was detected by flow cytometry. Results Through homologous recombination, enhanced green fluorescent protein (EGFP) screening marker, and multiple rounds of fluorescent phosphorescence phage screening, a recombinant poxvirus rVTTδTK-RBD, expressing RBD with deletions in the thymidine kinase (TK) gene, was successfully obtained, which was validated by PCR. The in vivo experiments on BALB/c mice showed that rVTTδTK-RBD was highly immunogenic against SARS-CoV-2 and significantly reduced toxicity to the body compared to the parental strain VTT. Conclusion The recombinant poxvirus vaccine rVTTδTK-RBD against SARS-CoV-2 is successfully constructed and obtained, with its safety and immunogenicity confirmed through various experiments.
Animals
;
Mice
;
SARS-CoV-2/genetics*
;
COVID-19
;
Vaccines, Synthetic/genetics*
;
Genes, Reporter
;
Bacteriophages
;
Mice, Inbred BALB C
4.Application of peer-assisted learning based on Mini-CEX combined with DOPS evaluation in the teaching of autoimmune liver diseases.
Yansheng LIU ; Jiangyi ZHU ; Yulong SHANG ; Ying HAN
Chinese Journal of Cellular and Molecular Immunology 2024;40(12):1146-1150
Objective To explore the effects of peer assistance model based on mini-clinical evaluation exercise (Mini-CEX) combined with direct observation of procedural skill (DOPS) in the teaching of autoimmune liver diseases (AILDs). Methods A total of 115 residents receiving training in the Department of Gastroenterology of Xijing Hospital were selected and divided into a control group and an experimental group according to the order in which they came to the department. The control group received traditional teaching mode, while the experimental group underwent peer assistance model based on Mini-CEX combined with DOPS. Results The experimental group showed significantly higher scores in both clinical competence and medical record documentation compared to the control group. In addition, the experimental group reported higher satisfaction levels in terms of self-learning ability, learning interest, communication skills and cooperation ability. The overall satisfaction of the experimental group is higher than that of the control group. Conclusion The use of peer assisted learning mode based on Mini-CEX and DOPS in the AILD teaching could improve the teaching effects.
Humans
;
Autoimmune Diseases/therapy*
;
Liver Diseases/therapy*
;
Male
;
Female
;
Peer Group
;
Clinical Competence
;
Adult
;
Teaching
;
Learning
5.Identification of USP2 as a novel target to induce degradation of KRAS in myeloma cells.
Yingying WANG ; Youping ZHANG ; Hao LUO ; Wei WEI ; Wanting LIU ; Weiwei WANG ; Yunzhao WU ; Cheng PENG ; Yanjie JI ; Jianfang ZHANG ; Chujiao ZHU ; Wenhui BAI ; Li XIA ; Hu LEI ; Hanzhang XU ; Leimiao YIN ; Wei WENG ; Li YANG ; Ligen LIU ; Aiwu ZHOU ; Yueyue WEI ; Qi ZHU ; Weiliang ZHU ; Yongqing YANG ; Zhijian XU ; Yingli WU
Acta Pharmaceutica Sinica B 2024;14(12):5235-5248
Inducing the degradation of KRAS represents a novel strategy to combat cancers with KRAS mutation. In this study, we identify ubiquitin-specific protease 2 (USP2) as a novel deubiquitinating enzyme of KRAS in multiple myeloma (MM). Specifically, we demonstrate that gambogic acid (GA) forms a covalent bond with the cysteine 284 residue of USP2 through an allosteric pocket, inhibiting its deubiquitinating activity. Inactivation or knockdown of USP2 leads to the degradation of KRAS, resulting in the suppression of MM cell proliferation in vitro and in vivo. Conversely, overexpressing USP2 stabilizes KRAS and partially abrogates GA-induced apoptosis in MM cells. Furthermore, elevated USP2 levels may be associated with poorer prognoses in MM patients. These findings highlight the potential of the USP2/KRAS axis as a therapeutic target in MM, suggesting that strategically inducing KRAS degradation via USP2 inhibition could be a promising approach for treating cancers with KRAS mutations.
6.Effect of P-coumaric Acid on Apoptosis of Multiple Myeloma Cells Based on Oxidative Stress.
Zhu-Fa HOU ; Bing-Jie ZHAO ; Song-Shan LIU ; Wen-Jing YI ; Hong CHE
Journal of Experimental Hematology 2023;31(2):435-441
OBJECTIVE:
To investigate the effect of p-coumaric acid on apoptosis of multiple myeloma cells and its related mechanism.
METHODS:
Multiple myeloma cell line MM.1s cells were selected and treated with different concentrations of p-coumaric acid (0, 0.4, 0.8, 1.6, 3.2 mmol/L), and the inhibition rate and half inhibition concentration (IC50) were detected by CCK-8 method. Then MM.1s cells were treated with 1/2 IC50, IC50, 2 IC50 and transfected with ov-Nrf-2 and ov-Nrf-2+IC50. The apoptosis, ROS fluorescence intensity and mitochondrial membrane potential of MM.1s cells were detected by flow cytometry, and the relative expressions of cellular Nrf-2 and HO-1 protein were detected by Western blot.
RESULTS:
P-coumaric acid inhibited the proliferation of MM.1s cells in a dose-dependent manner(r =0.997) with an IC50 value of 2.754 mmol/L. Compared with the control group, apoptosis and ROS fluorescence intensity of MM.1s cells were significantly increased in the 1/2 IC50 group, IC50 group, 2 IC50 group and ov-Nrf-2+IC50 group (P <0.01), the expressions of Nrf-2, HO-1 protein in the IC50 group and 2 IC50 group were significantly decreased (P <0.05). Compared with the IC50 group, the cells apoptosis and ROS fluorescence intensity were significantly decreased (P <0.01), and the expressions of Nrf-2 and HO-1 protein were significantly increased in the ov-Nrf-2+IC50 group (P <0.01).
CONCLUSION
P-coumaric acid can inhibit the proliferation of MM.1s cells and may target the Nrf-2/HO-1 signaling pathway to affect oxidative stress in MM cells thereby inducing their apoptosis.
Humans
;
Reactive Oxygen Species/pharmacology*
;
Cell Line, Tumor
;
Multiple Myeloma
;
Oxidative Stress
;
Apoptosis
7.Efficacy and Safety of Decitabine Combined with Modified CAG Regimen in Patients Aged ≥ 70 Years with Newly Diagnosed Acute Myeloid Leukemia.
Lan CAO ; Zhao-Qing JIANG ; Wen-Jie LIU ; Qian SUN ; Yu ZHU ; Jian-Yong LI ; Si-Xuan QIAN ; Ming HONG
Journal of Experimental Hematology 2023;31(3):633-642
OBJECTIVE:
To evaluate the clinical efficacy and safety of decitabine combined with modified CAG regimen (D-CAG regimen) in patients aged ≥70 years with newly diagnosed acute myeloid leukemia (AML).
METHODS:
The clinical data of 59 AML patients (≥70 years old) who were newly diagnosed and treated in the Hematology Department of the First Affiliated Hospital of Nanjing Medical University from November 2010 to June 2021 were retrospectively analyzed.
RESULTS:
Among the 59 AML patients, 28 were males and 31 were females, with a median age of 74 (70-86) years. The complete remission (CR) rate was 69.4% (34/49), and the median duration of CR was 10.7 (0.6-125.4) months after 2 courses of D-CAG treatment. According to the British Medical Research Council (MRC) classification, there was only one patient in the favorable-risk group, and the CR rate was 71.8% (28/39) in the intermediate-risk group, and 55.6% (5/9) in the adverse-risk group, respectively. There was no statistical difference in the CR rate between the intermediate-risk and adverse-risk group. Referring to ELN 2017 genetic risk classification, CR rate was 88.2% (15/17) in the favorable-risk group, 45.5% (5/11) in the intermediate-risk group, and 66.7% (14/21) in the adverse-risk group. There was no significant difference in CR rate between the favorable-risk and adverse-risk categories, but both were significantly higher than that in the intermediate-risk group (P <0.05). Next-generation sequencing (NGS) analysis showed that 11 gene mutations with a frequency of more than 10%, including TET2 mutation (35.6%), ASXL1 mutation (30.5%), NPM1 mutation (28.8%), FLT3-ITD mutation (27.1%), DNMT3A mutation (22.0%), IDH1 mutation (15.3%), CEBPA single mutation (13.6%), TP53 mutation (13.6%), IDH2 mutation (11.9%), RUNX1 mutation (11.9%), and NRAS mutation (10.2%). There were no statistical differences in mutation frequency of these 11 genes between CR group and non-CR group. Compared with normal karyotypes, patients with complex karyotypes were more likely to develop TP53 mutations (P <0.001), while FLT3-ITD and DNMT3A mutations were more likely to occur in patients with normal karyotypes (P =0.04, P =0.047). The median follow-up, overall survival (OS), and event-free survival (EFS) of all the patients was 11.7 (1.5-128.2) months, 12.3 (1.5-128.2) months, and 8.5 (1.5-128.2) months, respectively. The median OS and EFS of CR patients were 19.8 and 13.3 months, respectively, which were significantly longer than 6.4 and 5.7 months in patients experiencing treatment failure (P < 0.001, P =0.009). In regard to genes with mutation frequency >10%, there were no statistical differences in CR rate, median OS, and median EFS between mutated and wild-type patients by Chi-square test and survival analysis. Univariate analysis showed that age, hemoglobin, lactate dehydrogenase, cytogenetics and CR were factors affecting prognosis, while multivariate analysis showed that only CR failure was an independent adverse prognostic factor for OS. The major adverse reactions to D-CAG regimen were grade 3-4 myelosuppression, pulmonary infection, and fever (infection focus was not identified).
CONCLUSION
D-CAG regimen is safe and effective in the treatment of AML patients ≥70 years old, and can partially improve the prognosis of elderly and high-risk patients.
Aged
;
Male
;
Female
;
Humans
;
Aged, 80 and over
;
Decitabine/therapeutic use*
;
Retrospective Studies
;
Cytarabine/therapeutic use*
;
Prognosis
;
Mutation
;
Leukemia, Myeloid, Acute/genetics*
8.Inhibitory Effect of Cinobufotalin on Macrophage Inflammatory Factor Storm and Its Mechanism.
Xi-Xi LIU ; Chen-Cheng LI ; Jing YANG ; Wei-Guang ZHANG ; Re-Ai-La JIANATI ; Xiao-Li ZHANG ; Zu-Qiong XU ; Xing-Bin DAI ; Fang TIAN ; Bi-Qing CHEN ; Xue-Jun ZHU
Journal of Experimental Hematology 2023;31(3):880-888
OBJECTIVE:
To investigate the inflammatory effects of Cinobufotalin on monocytes in resting state and macrophages in activated state and its molecular mechanism.
METHODS:
THP-1 cells were stimulated with Phorbol 12-myristate 13-acetate to induce differentiation into macrophages. Lipopolysaccharides was added to activate macrophages in order to establish macrophage activation model. Cinobufotalin was added to the inflammatory cell model for 24 h as a treatment. CCK-8 was used to detect cell proliferation, Annexin V /PI double staining flow cytometry was used to detect cell apoptosis, flow cytometry was used to detect macrophage activation, and cytometric bead array was used to detect cytokines. Transcriptome sequencing was used to explore the gene expression profile regulated by Cinobufotalin. Changes in the significantly regulated molecules were verified by real-time quantitative polymerase chain reaction and Western blot.
RESULTS:
1∶25 concentration of Cinobufotalin significantly inhibited the proliferation of resting monocytes(P<0.01), and induced apoptosis(P<0.01), especially the activated macrophages(P<0.001, P<0.001). Cinobufotalin significantly inhibited the activation of macrophages, and significantly down-regulated the inflammatory cytokines(IL-6, TNF-α, IL-1β, IL-8) released by activated macrophages(P<0.001). Its mechanism was achieved by inhibiting TLR4/MYD88/P-IκBa signaling pathway.
CONCLUSION
Cinobufotalin can inhibit the inflammatory factors produced by the over-activation of macrophages through TLR4/MYD88/P-IκBa pathway, which is expected to be applied to the treatment and research of diseases related to the over-release of inflammatory factors.
Humans
;
Toll-Like Receptor 4/metabolism*
;
Myeloid Differentiation Factor 88/genetics*
;
Macrophages/metabolism*
;
Cytokines/metabolism*
;
Lipopolysaccharides/pharmacology*
;
NF-kappa B
9.Distribution and Drug Resistance of Pathogens in Oral Mucositis Associated with Chemotherapy in Patients with Malignant Hematopathy.
Jin QIU ; Zi-Hao ZHANG ; Xiao-Ting LIU ; Cheng-Long LIU ; Si-Yi ZHU ; Zhao-Qu WEN
Journal of Experimental Hematology 2023;31(1):274-279
OBJECTIVE:
To analyze the distribution and drug resistance of pathogens in oral mucositis associated with chemotherapy in hospitalized patients with malignant hematopathy, so as to provide scientific evidences for rational selection of antibiotics and infection prevention and control.
METHODS:
From July 2020 to June 2022, 167 patients with malignant hematopathy were treated with chemical drugs in the Department of Hematology, Hainan Hospital, and secretions from oral mucosal infected wounds were collected. VITEK2 COMPECT automatic microbial identification system (BioMerieux, France) and bacterial susceptibility card (BioMerieux) were used for bacterial identification and drug susceptibility tests.
RESULTS:
A total of 352 strains of pathogens were isolated from 167 patients, among which 220 strains of Gram-positive bacteria, 118 strains of Gram-negative bacteria and 14 strains of fungi, accounted for 62.50%, 33.52% and 3.98%, respectively. The Gram-positive bacteria was mainly Staphylococcus and Streptococcus, while Gram-negative bacteria was mainly Klebsiella and Proteus. The resistance of main Gram-positive bacteria to vancomycin, ciprofloxacin and gentamicin was low, and the resistance to penicillin, cefuroxime, ampicillin, cefotaxime, erythromycin and levofloxacin was high. The main Gram-negative bacteria had low resistance to gentamicin, imipenem and penicillin, but high resistance to levofloxacin, cefotaxime, cefuroxime, ampicillin and vancomycin. The clinical data of oral mucositis patients with oral ulcer (severe) and without oral ulcer (mild) were compared, and it was found that there were statistically significant differences in poor oral hygiene, diabetes, sleep duration less than 8 hours per night between two groups (P<0.05).
CONCLUSION
Gram-positive bacteria is the main pathogen of oral mucositis in patients with malignant hematopathy after chemotherapy. It is sensitive to glycopeptide antibiotics and aminoglycosides antibiotics. Poor oral hygiene, diabetes and sleep duration less than 8 hours per night are risk factors for oral mucositis with oral ulcer (severe).
Humans
;
Vancomycin/therapeutic use*
;
Cefuroxime
;
Levofloxacin
;
Oral Ulcer/drug therapy*
;
Drug Resistance, Bacterial
;
Anti-Bacterial Agents/adverse effects*
;
Ampicillin
;
Penicillins
;
Cefotaxime
;
Gram-Positive Bacteria
;
Gram-Negative Bacteria
;
Gentamicins
;
Stomatitis/drug therapy*
10.Applicability of Seven Glomerular Filtration Rate Evaluation Formulas in Dose Adjustment of High Concentration of Methotrexate Chemotherapy in Children with ALL.
Fei LI ; Shan HUANG ; Xia-Xia ZHU ; Jing-Miao ZHANG ; Hong CHEN ; Xiu-Xia LIU ; Qing-Mei DENG
Journal of Experimental Hematology 2023;31(1):280-286
OBJECTIVE:
To investigate the diagnostic efficacy of seven glomerular filtration rate (GFR) evaluation formulas Schwartz2009, Schwartz1976, Counahan-Barratt, Filler, CKD-EPIscysc, Cockrofi-Gault, CKD-EPIScysC-Scr in high concentration of methotrexate (HDMTX) chemotherapy dose adjusted cut-off point (GFR ≤85 ml/min) in children with acute lymphoblastic leukemia (ALL).
METHODS:
One hundred and twenty-four children with ALL were included in the study. GFR determined by renal dynamic imaging (sGFR) was used as the standard to evaluate the accuracy, consistency of eGFR calculated by seven formulas and sGFR, and the diagnostic efficacy of each formula when the sGFR ≤85 ml/min boundary.
RESULTS:
All of the accuracy of eGFR estimated by Schwartz2009 were greater than 70% in the 0-3, >4 and ≤6, >6 and ≤9, >9 and ≤16 years old group and male group, and the consistency exceeded the professional threshold. When the sensitivity of the ROC curve sGFR ≤85 ml/min was 100% of CKD-EPIscysc in the 0-3, >3 and ≤4 years old group, Filler in the >3 and ≤4 years old group, and Cockrofi-Gault in the >6 and ≤9 years old group, the specificity was 73.02%, 78.95%, 78.95%, 69.32%, respectively, and the AUC under the ROC curve was the largest (P<0.05).
CONCLUSION
Schwartz2009 formula predicts the highest accuracy of eGFR in the 7 glomerular filtration rate. CKD-EPIscysc, Filler, and Cockrofi-Gault formulas have more guiding signi-ficance for the adjustment of HDMTX chemotherapy in pre-adolescence in children with ALL when sGFR ≤85 ml/min.
Adolescent
;
Humans
;
Male
;
Child
;
Child, Preschool
;
Glomerular Filtration Rate
;
Methotrexate
;
Creatinine
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy*
;
Renal Insufficiency, Chronic/diagnosis*

Result Analysis
Print
Save
E-mail