1.Research of microRNAs and tumor platinum-resistance
Xiaoli WEI ; Kangsheng GU ; Mengru GAO
Chinese Pharmacological Bulletin 2017;33(5):593-597
Chemotherapy is one of the primary treatment for malignant tumors.Platinum drugs as the most commonly used cycle non-specific clinical antitumor drugs show good curative effect in the clinical treatment of solid tumors,however,resistance or cross-resistance of theplatinum analogous has become one of the main obstacles for platinum and its analogous,which limits their clinical applications.miRNAs play an important role in biology,including cell proliferation,differentiation,apoptosis,stress tolerance,and physiological metabolism.There is a close relationship between miRNAs target gene regulation and tumor drug-resistance.This article is mainly about the role of miRNAs in tumor of platinum resistance.
2.The incidence of the main adverse events of thoracic/abdominal aortic coated graft: a systematic review and meta-analysis
Zhixia LI ; Mengru WANG ; Shun LI ; Panjun GAO ; Feng SUN ; Siyan ZHAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2015;31(8):466-471
Objective The purpose of this study was to review all published reports on thoracic/ abdominal stent graft and investigate the incidence rates of six main adverse events(MAEs):myocardial infarction,paraplegia,renal failure,respiratory failure,stroke and all-cause mortality.Methods Electronic databases(PubMed、Embase、OVID、ProQuest、Elsevier and The Cochrane Library) were searched from inception through May 2014 to identify studies that assessed the safety of thoracic/abdominal aortic coated stents on MAEs.The incidence rates with 95% confidence intervals(95% CIs) were derived using a random effects model,considering the heterogeneity between the included studies.Subgroup and sensitivity analyses were applied to explore heterogeneity.Results A total of 152 studies were included in the analysis with 264 arms.For thoracic stent graft,meta-analysis yielded a combined estimated incidence rates of 12.2%,and the most common MAEs was all-cause mortality (8.1%),followed by respiratory failure (6.5 %).For abdominal stent graft,meta-analysis yielded a combined estimated incidence rates of 4.6%,and the most common MAEs was all-cause mortality(4.0%),followed by myocardial infarction(2.1%).For thoracic and abdominal stent graft,subgroup analysis stratified by age and proportion of males indicated that middle-aged and females have a higher incidence rates of all-cause mortality.Besides,subgroup analysis stratified by follow-up time indicated that the longer follow-up time,the higher incidence rate of all-cause mortality.Conclusion The current evidence indicates that the incidence of MAEs of thoracic and abdominal stent graft is high,and we should pay more attention to the patients and follow up them as long as possible.
3.The role of apolipoprotein C4 in vascular endothelial cell injury in hypertensive disorder of pregnancy
Fei LIU ; Yan LONG ; Mengru HAN ; Min JIANG ; Xueqin ZHAO ; Fei GAO ; Qingling MA ; Hongling YANG
Chinese Journal of Laboratory Medicine 2019;42(8):640-644
Objective Find abnormal changes of plasma lipid metabolism-related proteins before 20 weeks of gestation in patients with hypertensive disorder of pregnancy(HDP), and preliminarily investigate the role of plasma apolipoprotein C4 elevation in HDP. Methods A nested case-control study was used. The plasma were collected from pregnant women who underwent routine prenatal examination in Guangzhou Women and Children's Medical Center from November 2014 to March 2017. Label-free mass spectrometry was used to detect the differences in plasma lipid metabolism-related proteins before 20 weeks of gestation between 12 pairs of HDP patients and normal controls, and different 48 pairs of samples were used for verification. The protein with the most significant difference multiples was screened to study its effects on monolayer permeability and nitric oxide secretion of endothelial cells. One-way ANOVA was used for comparison between groups, and P<0.05 was considered as statistically significant difference. Results Compared with the control, the lipid metabolism-related proteins, APOC4, Fatty acid-binding protein 4 (FABP4), Apolipoprotein E (APOE), Apolipoprotein C3 (APOC3) and Beta-2-glycoprotein 1(APOH) raised to 1.94, 1.82, 1.59, 1.55 and 1.38 times, phospholipid transfer protein (PLTP) decreased to 0.78 times in plasma before 20 weeks of pregnancy of patients with HDP (t value were 2.499, 2.497, 2.081, 2.098, 2.426 and 2.564, respectively, P<0.05). Cell experiments results showed that 50 ng / ml APOC4 significantly increased 20% HUVEC single layer cell permeability to FITC-labeled dextran (F=455.4, P<0.01), and significantly decreased the level of nitric oxide in the supernatant of HUVEC culture by 25% (F=61.92, P<0.01). Conclusions Before diagnosis, plasma protein levels involved in lipid metabolism in HDP patients have been changed, resulting in abnormal lipid metabolism. APOC4 can increase the permeability of vascular endothelial cells, inhibit endothelial source of NO secretion, cause endothelial dysfunction.
4.Preoperative prediction of vessel invasion in locally advanced gastric cancer based on venous phase enhanced CT radiomics and machine learning
Pan LIANG ; Liuliang YONG ; Ming CHENG ; Zhiwei HU ; Xiuchun REN ; Dongbo LYU ; Bingbing ZHU ; Mengru LIU ; Anqi ZHANG ; Kuisheng CHEN ; Jianbo GAO
Chinese Journal of Radiology 2023;57(5):535-540
Objective:To evaluate the value of preoperative prediction of vessel invasion (VI) of locally advanced gastric cancer by machine learning model based on the venous phase enhanced CT radiomics features.Methods:A retrospective analysis of 296 patients with locally advanced gastric cancer confirmed by pathology in the First Affiliated Hospital of Zhengzhou University from July 2011 to December 2020 was performed. The patients were divided into VI positive group ( n=213) and VI negative group ( n=83) based on pathological results. The data were divided into training set ( n=207) and test set ( n=89) according to the ratio of 7∶3 with stratification sampling. The clinical characteristics of patients were recorded, and the independent risk factors of gastric cancer VI were screened by multivariate logistic regression. Pyradiomics software was used to extract radiomic features from the venous phase enhanced CT images, and the minimum absolute shrinkage and selection algorithm (LASSO) was used to screen the features, obtain the optimal feature subset, and establish the radiomics signature. Four machine learning algorithms, including extreme gradient boosting (XGBoost), logistic, naive Bayes (GNB), and support vector machine (SVM) models, were used to build prediction models for the radiomics signature and the screened clinical independent risk factors. The efficacy of the model in predicting gastric cancer VI was evaluated by the receiver operating characteristic curve. Results:The degree of differentiation (OR=13.651, 95%CI 7.265-25.650, P=0.003), Lauren′s classification (OR=1.349, 95%CI 1.011-1.799, P=0.042) and CA199 (OR=1.796, 95%CI 1.406-2.186, P=0.044) were independent risk factors for predicting the VI of locally advanced gastric cancer. Based on the venous phase enhanced CT images, 864 quantitative features were extracted, and 18 best constructed radiomics signature were selected by LASSO. In the training set, the area under the curve (AUC) of XGBoost, logistic, GNB and SVM models for predicting gastric cancer VI were 0.914 (95%CI 0.875-0.953), 0.897 (95%CI 0.853-0.940), 0.880 (95%CI 0.832-0.928) and 0.814 (95%CI 0.755-0.873), respectively, and in the test set were 0.870 (95%CI 0.769-0.971), 0.877 (95%CI 0.788-0.964), 0.859 (95%CI 0.755-0.961) and 0.773 (95%CI 0.647-0.898). The logistic model had the largest AUC in the test set. Conclusions:The machine learning model based on the venous phase enhanced CT radiomics features has high efficacy in predicting the VI of locally advanced gastric cancer before the operation, and the logistic model demonstrates the best diagnostic efficacy.
5.Study on the correlation between prognosis of patients with chronic hepatitis B under interferon treatment and polymorphism of both calcitonin gene related peptide and receptor activity modifying protein 1
Li ZHANG ; Lin ZHOU ; Xia GAO ; Xuran ZHENG ; Mengru YANG ; Ning ZHANG ; Gang YANG ; Wenxuan LIU
Chinese Journal of Epidemiology 2020;41(6):924-928
Objective:To analyze the association of two single-nucleotide polymorphisms (SNP) [Calcitonin gene related peptide (CGRP) rs155209 and receptor activity modifying protein 1 (RAMP1) rs3754701] and the prognosis of chronic hepatitis B patients who were under interferon therapy.Methods:A total of 317 patients and their anticoagulant blood samples were collected in this study. The SNPs in the CGRP and region RAMP1 were genotyped using matrix-assisted laser desorption/ionization time of flight mass spectrometry. Logistic regression method was used to assess the results from different phenotypic outcomes between cases and controls, after adjusted for sex and age in co-dominant, dominant and recessive genetic models.Results:Data from this study clearly demonstrated the relevance of CGRP rs155209 and RAMP1 rs3754701 with DNA response and ALT response. RAMP1 rs3754701T was strongly associated with both DNA response and ALT response ( OR=2.277, 95 %CI: 1.386-3.741, P=0.001; OR=1.694, 95 %CI: 1.073-2.675, P=0.024). However, CGRP rs155209C was less prone to DNA response and ALT response ( OR=0.150, 95 %CI: 0.083-0.271, P<0.001; OR=0.583, 95 %CI: 0.367-0.925, P=0.022). Conclusions:Results from our study suggested that both RAMP1 rs3754701 and CGRP rs155209 were associated with the prognosis of patients under interferon therapy in Han population, from the northern parts of China while RAMP1 rs3754701T was a protective factor for both ALT response and DNA response, but CGRP rs155209C carriers were less prone to DNA and ALT responses.
6.Preliminary study of quantitative parameters from gastric tumor and spleen CT to predict the clinical stage of gastric cancer
Dongbo LYU ; Pan LIANG ; Mengru LIU ; Pengchao ZHAN ; Zhiwei HU ; Bingbing ZHU ; Songwei YUE ; Jianbo GAO
Chinese Journal of Radiology 2024;58(9):923-928
Objective:To investigate the value of CT quantitative parameters of tumor and spleen in predicting the clinical stage of gastric cancer (Ⅰ/Ⅱ stage and Ⅲ/Ⅳ stage).Methods:This study was a case-control study. The data of 145 patients with gastric cancer confirmed by pathology in the First Affiliated Hospital of Zhengzhou University from February 2019 to June 2021 were retrospectively collected, including 70 cases of Ⅰ/Ⅱ stage and 75 cases of Ⅲ/Ⅳ stage. On the baseline CT images, the tumor related parameters, including tumor thickness, length of tumor, CT attenuation of tumor unenhanced phase, CT attenuation of tumor arterial phase, CT attenuation of tumor venous phase were measured. The spleen related parameters, including splenic thickness, CT attenuation of splenic unenhanced phase, CT attenuation of splenic arterial phase, CT attenuation of splenic venous phase, and standard deviation of CT attenuation (CTsd) in splenic unenhanced phase were also measured. The independent sample t test or Mann-Whitney U test was used to compare the parameters between the Ⅰ/Ⅱ stage and Ⅲ/Ⅳ stage patients. The multi-factor logistic regression analysis was used to find the independent predictors of gastric cancer clinical stage, and establish the combined parameters. The efficiency to the diagnosis of gastric cancer stage of single and combined parameters was evaluated using the operating characteristic curve, and the DeLong test was used to compare the differences of area under the curve (AUC). Results:There were significant differences in tumor thickness, length of tumor, CT attenuation of tumor venous phase, CT attenuation of splenic unenhanced phase, CT attenuation of splenic venous phase, CTsd in splenic unenhanced phase between the Ⅰ/Ⅱ stage and Ⅲ/Ⅳ stage of gastric cancer ( P<0.05). Multivariate analysis showed that tumor thickness ( OR=1.073, 95% CI 1.026-1.123, P=0.002), CT attenuation of splenic venous phase ( OR=1.040, 95% CI 1.011-1.070, P=0.006) and CTsd in splenic unenhanced phase ( OR=1.625, 95% CI 1.330-1.987, P<0.001) were independent risk factors for the clinical stage of gastric cancer and the combined parameters were established. The AUC values of tumor thickness, CT attenuation of splenic venous phase, CTsd in splenic unenhanced phase and combined parameters were 0.655, 0.614, 0.749 and 0.806, respectively. The AUC of combined parameters was higher than those of tumor thickness and CT attenuation of splenic venous phase, and the differences were statistically significant ( Z=3.37, 3.82, both P<0.001). Conclusion:Tumor thickness, CT attenuation of splenic venous phase and CTsd in splenic unenhanced phase are independent risk factors for the clinical stage of gastric cancer, and combined parameters can improve the diagnostic efficiency.
7.Comparing the clinical characteristics and prognosis of seropositive and seronegative rheumatoid arthritis patients in China: a real-world study
Yehua JIN ; Ting JIANG ; Xiaolei FAN ; Rongsheng WANG ; Yuanyuan ZHANG ; Peng CHENG ; Yingying QIN ; Mengjie HONG ; Mengru GUO ; Qingqing CHENG ; Zhaoyi LIU ; Runrun ZHANG ; Cen CHANG ; Lingxia XU ; Linshuai XU ; Ying GU ; Chunrong HU ; Xiao SU ; Luan XUE ; Yongfei FANG ; Li SU ; Mingli GAO ; Jiangyun PENG ; Qianghua WEI ; Jie SHEN ; Qi ZHU ; Hongxia LIU ; Dongyi HE
Chinese Journal of Rheumatology 2021;25(5):307-315
Objective:In general, patients with seropositive rheumatoid arthritis (RA) are considered to show an aggressive disease course. However, the relationship between the two subgroups in disease severity is controversial. Our study is aimed to compare the clinical characteristics and prognosis of double-seropositive and seronegative RA in China through a real-world large scale study.Methods:RA patients who met the 1987 American College of Rheumatology (ACR) classification criteria or the 2010 ACR/European Anti-Rheumatism Alliance RA classification criteria, and who attended the 10 hospitals across the country from September 2015 to January 2020, were enrolled. According to the serological status, patients were divided into 4 subgroups [rheumatoid factor (RF)(-) anti-cyclic citrullinated peptide (CCP) antibody (-), RF(+), RF(+) anti-CCP antibody(+), anti-CCP antibody(+)] and compared the disease characteristics and treatment response. One-way analysis of variance was used for measurement data that conformed to normal distribution, Kruskal-Wallis H test was used for measurement data that did not conform to normal distribution; paired t test was used for comparison before and after treatment within the group if the data was normally distributed else paired rank sum test was used; χ2 test was used for count data. Results:① A total of 2 461 patients were included, including 1 813 RF(+) anti-CCP antibody(+) patients (73.67%), 129 RF(+) patients (5.24%), 245 RF(-) anti-CCP antibody(-) patients (9.96%), 74 anti-CCP antibody(+) patients (11.13%). ② Regardless of the CCP status, RF(+) patients had an early age of onset [RF(-) anti-CCP antibody(-) (51±14) years old, anti-CCP antibody(+) (50±15) years old, RF(+) anti-CCP antibody(+) (48±14) years old, RF(+)(48±13) years old, F=3.003, P=0.029], longer disease duration [RF(-) anti-CCP antibody(-) 50 (20, 126) months, anti-CCP antibody(+) 60(24, 150) months, RF(+) anti-CCP antibody(+) 89(35, 179) months, RF(+) 83(25, 160) months, H=22.001, P<0.01], more joint swelling counts (SJC) [RF(-) anti-CCP antibody(-) 2(0, 6), Anti-CCP antibody(+) 2(0, 5), RF(+) anti-CCP antibody(+) 2(0, 7), RF(+) 2(0, 6), H=8.939, P=0.03] and tender joint counts (TJC) [RF(-) anti-CCP antibody(-) 3(0, 8), anti-CCP antibody(+) 2(0, 6), RF(+) anti-CCP antibody(+) 3(1, 9), RF(+) 2(0, 8), H=11.341, P=0.01] and the morning stiff time was longer [RF(-) anti-CCP antibody(-) 30(0, 60) min, anti-CCP antibody(+) 20(0, 60) min, RF(+) anti-CCP antibody(+) 30(10, 60) min, RF(+) 30(10, 60) min, H=13.32, P<0.01]; ESR [RF(-) anti-CCP antibody(-) 17(9, 38) mm/1 h, anti-CCP antibody(+) 20(10, 35) mm/1 h, RF(+) anti-CCP antibody(+) 26(14, 45) mm/1 h, RF(+) 28(14, 50) mm/1 h, H=37.084, P<0.01] and CRP [RF(-) anti-CCP antibody(-) 2.3 (0.8, 15.9) mm/L, Anti-CCP antibody(+) 2.7(0.7, 12.1) mm/L, RF(+) anti-CCP antibody(+) 5.2(1.3, 17.2) mm/L, RF (+) 5.2(0.9, 16.2) mm/L, H=22.141, P<0.01] of the RF(+)patients were significantly higher than RF(-) patients, and RF(+) patients had higher disease severity(DAS28-ESR) [RF(-) anti-CCP antibody(-) (4.0±1.8), anti-CCP antibody(+) (3.8±1.6), RF(+) anti-CCP antibody(+) (4.3±1.8), RF(+) (4.1±1.7), F=7.269, P<0.01]. ③ The RF(+) anti-CCP antibody(+) patients were divided into 4 subgroups, and it was found that RF-H anti-CCP antibody-L patients had higher disease severity [RF-H anti-CCP antibody-H 4.3(2.9, 5.6), RF-L anti-CCP antibody-L 4.5(3.0, 5.7), RF-H anti-CCP antibody-L 4.9(3.1, 6.2), RF-L anti-CCP antibody-H 2.8(1.8, 3.9), H=20.374, P<0.01]. ④ After 3-month follow up, the clinical characteristics of the four groups were improved, but there was no significant difference in the improvement of the four groups, indicating that the RF and anti-CCP antibody status did not affect the remission within 3 months. Conclusion:Among RA patients, the disease activity of RA patients is closely related to RF and the RF(+) patients have more severe disease than RF(-) patients. Patients with higher RF titer also have more severe disease than that of patients with low RF titer. After 3 months of medication treatment, the antibody status does not affect the disease remission rate.
8.Vasorelaxant effects and mechanism of polyphenol compound LM 49 on isolated thoracic aorta of rats
Mengru ZHANG ; Yan GAO ; Caihong YANG ; Chengxiao ZHAO ; Xiu’e FENG ; Qingshan LI
China Pharmacy 2022;33(13):1588-1593
OBJECTIVE To study the vasorelaxant effects and mechanism of polyphenol compound 2,4′,5′-trihydroxy-5,2′- dibromo-diphenyl-methanone(LM49)on isolated aortic rings of rats. METHODS Thoracic aortic vascular rings of rats were collected. Using the diastolic rate as index , the effects of different concentrations of LM 49 on endothelium-intact and endothelium-denuded aortic rings pre-contracted by norepinephrine (NE,1×10-6 mol/L)or KCl (60 mmol/L)were investigated. After pre-culturing vascular rings by nitric oxide synthase inhibitor L-nitro-arginine methyl ester (L-NAME,0.1 mmol/L) and cyclooxygenase inhibitor indomethacin (1×10-5 mol/L),as well as pre-culturing vascular rings by 4 potassium channel blockers [BaCl 2(0.1 mmol/L),tetraethylammonium(TEA,5 mmol/L),4-aminopyridine(4-AP,0.1 mmol/L)and glibenclamide (1×10-5 mol/L)],the vasorelaxant effect of different concentrations of LM 49 on the vascular rings were investigated by using the same method. With the percentage of vasoconstriction as the index ,using KCl (60 mmol/L),NE(1×10-6 mol/L),calcium channel blocker verapamil (1×10-6 mol/L)and sarcoplasmic Δ 基金项目 重大新药创制国家科技重大专项 (No.2018ZX097- reticulum Ca 2 +-adenosine triphosphate (ATP) enzyme pump inhibitor thacarotene (TG,1×10-6 mol/L)to induce the release of calcium in vascular rings in the absence of calcium. CaCl was added cumulatively ,and the effect of LM 49 on the cxyw06,vasoconstriction caused by calcium influx induced by CaCl 2 was investigated. RESULTS 3×10-6,5×10-6,1×10-5 mol/L LM49 had a significant relaxation effect on NE and KCl precontracted vascular rings (P<0.01); whether the endothelium was removed or not had no significant effect on the vasodilation of LM 49(P>0.05). After L-NAME ,indomethacin, TEA and 4-AP was pre-incubated ,different concentrations of LM 49 had no significant effects on aortic rings precontracted by NE (P>0.05). Glibenclamide and BaCl 2 could inhibit the vasorelaxant effects of LM 49 on aortic rings precontracted by NE (P<0.01). In the absence of calcium ,LM49 could inhibit the contraction caused by calcium influx induced by accumulated CaCl 2 after pre-incubation with KCl ,NE,verapamil and TG (P<0.01). CONCLUSIONS LM49 evokes significant relaxation of isolated aortic vascular rings without endothelium dependence ;the mechanism of which is inducing ATP-sensitive potassium channel , inward rectifier potassium channel open and restraining extracellular Ca 2 + influx via voltage-gated calcium channel , receptor-operated calcium channel and store-operated calcium channel.
9.The expression of CD24 antigen in multiple myeloma patients and its predictive value after induction therapy
Mengru LIU ; Bin CHU ; Yuan CHEN ; Mengzhen WANG ; Minqiu LU ; Shan GAO ; Lei SHI ; Qiuqing XIANG ; Lijuan FANG ; Qi YAN ; Na JI ; Kai SUN ; Li BAO
Chinese Journal of Laboratory Medicine 2024;47(10):1178-1185
Objective:This study analyzed the expression of CD24 antigen on bone marrow plasma cells (BMPC) of patients with multiple myeloma (MM) and the predictive value of induction therapy.Methods:This clinical observational study utilized 258 MM patients samples treated at the Hematology Department of Beijing Jishuitan Hospital who met the inclusion criteria in the Department of Hematology, Capital Medical University, from August 12th, 2022 to February 1st, 2024. According to the different stages of the disease, patients were divided into three groups: 78 cases of Newly Diagnosed Multiple Myeloma(NDMM) (42 males and 36 females, aged 62±11), 56 cases of the relapse refractory group (34 males and 22 females, aged 64±9), and 124 cases of the disease remission group (68 males and 56 females, aged 62±10). Multiparameter flow cytometry (MFC) was used to detect the expression level of CD24 antigen on BMPC and the relationship between CD24 and MM disease status. The clinical data and test results of 78 NDMM patients at initial diagnosis were retrospectively analyzed, including gender, age, MFC detection of the positive expression rate of antigens (CD19, CD20, CD24, CD27, CD56), the results of efficacy evaluation after induction therapy, ISS staging, R-ISS staging, blood hemoglobin, β2-microglobulin, human serum albumin, serum creatinine, lactate dehydrogenas, correction of calcium, BMPC ratio, and the results of FISH. The patients were divided into a deep remission group [including complete remission (CR) and very good partial remission (VGPR)] with 43 cases and a non-deep remission group (non CR and VGPR) with 17 cases according to the difference of antigen positive expression rate after induction therapy. The differences of antigen expression on BMPC between the two groups were compared. Binary logistic regression was used to analyze the relationship between the expression of each antigen and the efficacy after induction therapy in patients, and the results showed that CD24 was more correlated with the achievement of deep remission after induction therapy than other antigens. Therefore, taking the positive expression rate of CD24 in NDMM patients at the initial diagnosis and deep remission after induction therapy as the research objects, the predictive value of CD24 for NDMM patients reaching deep remission after induction therapy was analyzed by using receiver operating characteristic curve (ROC), and the optimal cutoff value was obtained. NDMM was divided into two groups according to the cut-off value, and the differences between the two groups in clinical baseline data and prognostic indicators were compared.Results:The positive rates of plasma cell CD24 expression in the NDMM group, the relapse refractory group and the disease remission group were 2.18 (95% CI 0.08-81.85)%, 3.81 (95% CI 0.10-64.56)%, 8.74 (95% CI 0.79-95.55)% respectively. Compared with the disease remission group, the NDMM and relapse refractory group was lower ( Z=-7.889, -5.282, respectively, P<0.001). Univariate analysis showed that there was a significant difference in the positive expression rate of CD24 at initial diagnosis between the deep remission group and the non-deep remission group ( Z=-3.265, P<0.001), while there was no significant difference in CD19 ( Z=-0.271, P=0.787), CD20 ( Z=-0.205, P=0.837), CD27 ( Z=-0.582, P=0.560), and CD56 ( Z=-0.328, P=0.743) between the two groups. Binary logistic regression analysis showed that compared with other antigens [CD19 ( OR=1.045, 95% CI 0.975-1.120, P=0.217), CD20 ( OR=1.000, 95% CI 0.971-1.030, P=0.976), CD27 ( OR=0.997, 95% CI 0.977-1.016, P=0.734), CD56 ( OR=1.006, 95% CI 0.990-1.006, P=0.449)], the expression of CD24 ( OR=0.423, 95% CI 0.990-1.006, P=0.449) on BMPC in NDMM patients was most closely related to the achievement of deep remission was achieved after induction therapy. The lower the proportion of CD24 at the initial diagnosis was, the lower the probability of achieving deep remission after induction therapy was. The area under the curve (AUC) of CD24 in predicting deep remission after induction therapy was 0.772 (95% CI 0.655-0.889, P=0.001), with a sensitivity of 60.50%, a specificity of 85.00%, and the optimal critical value was 2.21%. Compared with the group with plasma CD24 positive rate>2.21%, the group with plasma CD24 positive rate<2.21% had a higher proportion of male (39.47%vs 65.00%, χ2=5.092, P=0.024), ISS stagingⅢ (41.67% vs 58.33%, χ2=6.175, P=0.046), β2 microglobulin (3.19 mg/L vs 4.14 mg/L, Z=-2.257, P=0.024), and BMPC [(8.672±1.827)% vs (19.530±3.188)%, t=-2.963, P=0.004] detected by MFC, and the differences were statistically significant. Conclusions:The low positive rate of plasma cell CD24 is closely related to the higher tumor burden and the worse disease status of MM patients. In addition, the positive expression rate of CD24 is at initial diagnosis can predict the efficacy achieved after induction therapy, and the lower positive rate of CD24 is, the worse the efficacy achieved after induction therapy. At the same time, MFC detection of CD24 is convenient and efficient in the evaluation and prediction of MM.
10.Functional annotation map of natural compounds in traditional Chinese medicines library: TCMs with myocardial protection as a case.
Xudong XING ; Mengru SUN ; Zifan GUO ; Yongjuan ZHAO ; Yuru CAI ; Ping ZHOU ; Huiying WANG ; Wen GAO ; Ping LI ; Hua YANG
Acta Pharmaceutica Sinica B 2023;13(9):3802-3816
The chemical complexity of traditional Chinese medicines (TCMs) makes the active and functional annotation of natural compounds challenging. Herein, we developed the TCMs-Compounds Functional Annotation platform (TCMs-CFA) for large-scale predicting active compounds with potential mechanisms from TCM complex system, without isolating and activity testing every single compound one by one. The platform was established based on the integration of TCMs knowledge base, chemome profiling, and high-content imaging. It mainly included: (1) selection of herbal drugs of target based on TCMs knowledge base; (2) chemome profiling of TCMs extract library by LC‒MS; (3) cytological profiling of TCMs extract library by high-content cell-based imaging; (4) active compounds discovery by combining each mass signal and multi-parametric cell phenotypes; (5) construction of functional annotation map for predicting the potential mechanisms of lead compounds. In this stud TCMs with myocardial protection were applied as a case study, and validated for the feasibility and utility of the platform. Seven frequently used herbal drugs (Ginseng, etc.) were screened from 100,000 TCMs formulas for myocardial protection and subsequently prepared as a library of 700 extracts. By using TCMs-CFA platform, 81 lead compounds, including 10 novel bioactive ones, were quickly identified by correlating 8089 mass signals with 170,100 cytological parameters from an extract library. The TCMs-CFA platform described a new evidence-led tool for the rapid discovery process by data mining strategies, which is valuable for novel lead compounds from TCMs. All computations are done through Python and are publicly available on GitHub.