1.Exploring Detoxication Mechanism of Dioscoreae Bulbiferae Rhizoma Processed with Phaseoli Radiati Semen Juice Based on Target Organ Ferroptosis
Yaqian DUAN ; Lingling SONG ; Yueyue ZHANG ; Junming WANG ; Minghao LIU ; Yamin LI ; Bingyin LI ; Xiaohui WU ; Yanmei WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(10):70-76
ObjectiveTo investigate the attenuating effect of Dioscoreae Bulbiferae Rhizoma(DBR) processed with Phaseoli Radiati Semen(PRS) juice, and explore the attenuating mechanism based on ferroptosis of the main toxic target organ. MethodSixty male ICR mice were randomly divided into blank group, DBR group, water roasted DBR group(hereinafter referred to as water group), PRS juice-roasted DBR group 1(DBR-PRS 10∶1, stuffy moistening for 40 min, stir-fried at 130 ℃ for 18 min, hereinafter referred to as group 1), PRS juice-roasted DBR group 2(DBR-PRS 10∶1, stuffy moistening for 80 min, stir-fried at 100 ℃ for 14 min, hereinafter referred to as group 2), PRS juice-roasted DBR group 3(DBR-PRS=20∶3, stuffy moistening for 40 min, stir-fried at 160 ℃ for 14 min, hereinafter referred to as group 3). The raw and processed groups of DBR were gavaged with their corresponding 95% ethanol extract at a dose of 3 g·kg-1·d-1, while the blank group was gavaged with an equal volume of 0.5% sodium carboxymethyl cellulose, once a day for 14 consecutive days. Hematoxylin-eosin(HE) staining was used to observe the histopathological changes of mouse liver. Alanine aminotransferase(ALT) and aspartate aminotransferase(AST) levels in serum, as well as malondialdehyde(MDA), ferrous ions(Fe2+), reduced glutathione(GSH) and superoxide dismutase(SOD) levels in liver tissue were detected by the biochemical detection. Western blot was used to detect the expression of iron key proteins such as ferritin heavy chain 1(FTH1) and glutathione peroxidase 4(GPX4). ResultHE staining results showed that the liver tissue structure of the blank group was clear, the morphology of hepatocytes was normal, the cytoplasms of hepatocytes in the DBR group and water group were loose and vacuolar, with obvious pathological damages, and the pathologic damages of mice in the group 1-3 were significantly improved. Compared with the blank group, the levels of ALT, AST, MDA and Fe2+ in mice from the DBR group were significantly increased(P<0.01), while GSH and SOD levels were significantly reduced(P<0.01), and the protein expression levels of FTH1 and GPX4 were significantly decreased(P<0.01). Compared with the DBR group, the ALT, AST,MDA and Fe2+ levels of mice in the group 1-3 were significantly reduced(P<0.05, P<0.01), the GSH and SOD levels and the protein expression levels of FTH1 and GPX4 were significantly increased(P<0.01). Compared with the water group, the AST and MDA levels of mice in the group 1-3 were significantly reduced(P<0.05, P<0.01), the SOD level significantly increased(P<0.05, P<0.01), the FTH1 protein expression significantly increased(P<0.01), and the serum ALT level of mice in the group 2-3 significantly reduce(P<0.01), Fe2+ level significantly reduced(P<0.01), GSH level significantly increased(P<0.05, P<0.01), and GPX4 protein expression significantly increased(P<0.05, P<0.01). Among the group 1-3, the group 3 had the best detoxification effect. ConclutionProcessing with PRS juice can reduce the liver injury induced by DBR, and the mechanism may be related to the inhibition of ferroptosis in the liver.
2.Expression of Midkine in cholangiocarcinoma and its value in predicting prognosis based on bioinformatics analysis
Yueyue GU ; Shumin YU ; Xiujuan CHANG ; Xudong GAO ; Jiagan HUANG ; Xiaodong JIA ; Zhen ZENG
Journal of Clinical Hepatology 2024;40(7):1428-1437
Objective To investigate the expression of Midkine(MDK)in cholangiocarcinoma(CCA)and its value in predicting the prognosis of CCA,as well as the potential mechanism of the effect of MDK on the progression of CCA.Methods The data of CCA samples were obtained from TCGA database to analyze the difference in the expression of MDK between cancer tissue and paracancerous tissue and its association with clinical features,and the data collected from GEO database and 11 CCA patients who underwent surgical resection in The Fifth Medical Center of Chinese PLA General Hospital from June 2018 to September 2021 were used for validation.STRING and Cytoscape were used to construct a protein-protein interaction network,and gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analyses were used to investigate the biological functions and tumor-related pathways involving MDK-related genes.In addition,TIMER and TISIDB databases were used to analyze the correlation between MDK expression and immune cell infiltration in CCA tissue.The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between two groups,and the Fisher's exact test was used for comparison of categorical data between two groups.The Kaplan-Meier method was used to plot survival curves,and the Log-rank test was used for comparison between groups.The Spearman correlation analysis was used to investigate the correlation between two variables.Results The expression level of MDK in cancer tissue and paracancerous tissue of CCA patients was compared based on TCGA database,and the results of the non-paired and paired analyses showed that the expression level of MDK in CCA tumor tissue was significantly higher than that in paracancerous tissue(P<0.001).Transcriptome sequencing was performed for the tumor tissue and its corresponding paracancerous tissue from 11 CCA patients,and the results showed that the expression level of MDK in CCA tumor tissue was significantly higher than that in corresponding paracancerous tissue(P<0.01).High expression of MDK was associated with lymph node metastasis(P=0.045)and vascular invasion(P=0.044).Survival analysis showed that compared with the CCA patients with low MDK expression,the CCA patients with high MDK expression had significantly shorter overall survival time(χ2=5.30,P=0.028)and disease-specific survival time(χ2=6.25,P=0.019).The GO and KEGG enrichment analyses showed that the 30 MDK-related genes were closely associated with ubiquitin-mediated proteolysis and affected the prognosis of CCA patients.The TIMER analysis showed that the expression level of MDK was positively correlated with the infiltration of B cells(r=0.356,P=0.035 6)and dendritic cells(r=0.409,P=0.014 7)in tumor microenvironment of CCA;the TISIDB analysis showed that the expression level of MDK was positively correlated with CXCL16(r=0.465,P=0.004 67)and was negatively correlated with CXCL12(r=-0.389,P=0.019 7)and CXCR5(r=-0.393,P=0.018 5),and it was also negatively correlated with the immune checkpoint regulators VTCN1(r=-0.393,P=0.018 3),LTA(r=-0.380,P=0.022 7),and PVR(r=-0.350,P=0.037 3).Conclusion High expression of MDK is associated with poor prognosis in CCA patients,and MDK has the potential of being used as a molecular marker for predicting the prognosis of CCA.MDK may promote the development and progression of CCA by regulating ubiquitin-mediated proteolysis and the infiltration of B cells and dendritic cells.
3.Preliminary application of pseudovirus in evaluating the immunogenicity of recombinant poliovirus vaccines and in rat potency tests
Yueyue LIU ; Lifang DU ; Shi CHEN ; Rongrong ZHAO ; Fan ZHENG ; Ling DING ; Zhijing MA ; Jing ZHANG ; Meng MA ; Suhua ZHAO ; Yu LIANG ; Qiming LI ; Yaru QUAN
Chinese Journal of Microbiology and Immunology 2024;44(9):778-783
Objective:To preliminarily investigate the applicability of a poliovirus pseudovirus-based neutralization assay in evaluating the immunogenicity of recombinant poliovirus vaccines and their in vivo potency in rats. Methods:Serum samples from rats immunized with recombinant poliovirus vaccines were tested using both the pseudovirus neutralization assay and the live-virus neutralization assay with Sabin strain. The consistency and correlation of the two methods were analyzed using the Kappa test and Spearman′s rank correlation.Results:For the neutralizing antibodies against typeⅠ, Ⅱ, and Ⅲ polioviruses, the Kappa values for consistency analysis of the two methods were 0.914, 1.000, and 0.751, respectively ( P<0.001), and the correlation coefficients ( R values) were 0.833, 0.927, and 0.859, respectively ( P<0.001). Conclusions:The test results of the two methods are consistent and show a good correlation, indicating that the pseudovirus neutralization assay can be applied to evaluating the immunogenicity of poliovirus vaccines and also can be used in rat potency tests.
4.Effect of Electroacupuncture at Proximal and Distal Acupoints on Pain-inducing Substances, Macrophages and Related Inflammatory Factors in Myofascial Pain Syndrome Model Rats
Yueyue LIU ; Linyao ZHENG ; Jiayan CHEN ; Yuting HUANG ; Yanping FANG ; Tianyu RAO ; Kezhi LIU ; Xiubing TONG ; Yu KAN ; Xianghong JING ; Jun LIAO
Journal of Traditional Chinese Medicine 2023;64(17):1799-1806
ObjectiveTo explore the possible peripheral analgesic mechanism of electroacupuncture (EA) at promimal and distal acupoints in treatment of myofascial pain syndrome (MPS). MethodsTwenty-four SD rats were randomly divided into blank group, model group, proximal group, and distal group, with six rats in each group. MPS model was prepared by “strike combined with centrifugal exercise” in all groups except for the blank group. After modeling, the rats in the proximal group received EA at the local myofascial trigger points (MTrPs), namely the Ashi points, with dilatational waves of frequency of 2/100 HZ and voltage of 2-4 V, current intensity depending on a slight trembling of the left lower limbs, once a day, 15min each time,for 14 days. The rats in the distal group received EA at “Yanglingquan” (GB 34) and “Yinlingquan” (SP 9), with the same operations as the proximal group. The rats in the blank group and the model group were only grasped and hedged, without other interventions. After intervention, the paw withdrawl mechanical threshold (PWMT) was measured, and variability between the left and right hind paws was calculated. Musculoskeletal ultrasound imaging and electromyography monitoring were performed on the left lower extremity vastus medialis. The morphological changes of vastus medialis muscle of the left lower extremity were observed by HE staining. The positive expression of substance P (SP), calcitonin gene-related peptide (CGRP), CD68 and CD206 in muscle tissue was detected by immunohistochemistry. Abdominal aortic serum interleukin-1β (IL-1β), interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), interleukin-10 (IL-10), and interleukin-8 (interleukin-8) were detected by ELISA. ResultsCompared to those in the blank group, the fibers of the vastus medial muscle of the rats in the model group were broken and distorted with thickness in variation, and the myofascia was broken, with fibrillation potential, enlarged muscle cells, inward moved nucleus, and widened muscle space; the variability of PWMT between the left and right hind paws significantly increased, as well as the levels of SP, CGRP, CD68, and CD206 in the vastus medialis muscle (P<0.01), and the serum IL-8 and TNF-αlevels were significantly elevated (P<0.05 or P<0.01). Compared to those in the model group, the muscle fibers in the proximal and distal group were complete in shape and arranged in an orderly manner, with continued non-broken myofascia, regular shape of muscle cells, and significantly reduced level of IL-8 (P<0.01); the amplitude and frequency of spontaneous discharge in the proximal group significantly decreased, as well as the variability of PWMT between the left and right hind paws, and the levels of SP, CGRP, and CD68 in the vastus medialis muscle, while the CD206 level increased significantly (P<0.05 or P<0.01 ); there was complex discharges in the distal group, with significantly decreased level of CD68 in the vastus medialis muscle and increased level of CD206 (P<0.01). Compared to the proximal group, the level of IL-8 in the distal group was significantly higher (P<0.05). ConclusionsEA at proximal acupoints can significantly improve the pain threshold and local muscle tissue morpho-logy in rats, and its mechanism may be related to reducing the levels of pain-causing substances and related inflammatory factors and promoting the polarization of macrophages. The analgesic effect of EA at distal acupoints is not obvious, and the mechanism is still unclear.
5.High expression of death-associated protein 5 promotes glucose metabolism in gastric cancer cells and correlates with poor survival outcomes.
Qiusheng WANG ; Zhen ZHANG ; Lian WANG ; Yu WANG ; Xinyu YAO ; Yueyue WANG ; Xiaofeng ZHANG ; Sitang GE ; Lugen ZUO
Journal of Southern Medical University 2023;43(7):1063-1070
OBJECTIVE:
To investigate the prognostic value of death-associated protein 5 (DAP5) in gastric cancer (GC) and its regulatory effect on aerobic glycolysis in GC cells.
METHODS:
We analyzed DAP5 expression levels in GC and adjacent tissues and its association with survival outcomes of GC patients using public databases. We collected paired samples of GC and adjacent tissues from 102 patients undergoing radical resection of GC in our hospital from June, 2012 to July, 2017, and analyzed the correlation of DAP5 expression level detected immunohistochemically with the clinicopathological parameters of the patients. Cox regression analysis, Kaplan-Meier analysis, and ROC curves were used to explore the independent risk factors and the predictive value of DAP5 expression for 5-year survival of the patients. In the cell experiments, we observed the changes in aerobic glycolysis in MGC-803 cells following lentivirus-mediated DAP5 knockdown or overexpression by measuring glucose uptake and cellular lactate level and using qRT-PCR and Western blotting.
RESULTS:
Analysis using the public databases showed that DAP5 was highly expressed in GC and correlated with tumor progression and poor survival outcomes of the patients (P < 0.05). In the clinical samples, DAP5 expression was significantly higher in GC than in the adjacent tissues (3.19±0.60 vs 1.00±0.12; t=36.863, P < 0.01), and a high expression of DAP5 was associated with a reduced 5-year survival rate of the patients (17.6% vs 72.5%; χ2=29.921, P < 0.05). A high DAP5 expression, T3-4, N2-3, and CEA≥5 ng/mL were identified as independent risk factors affecting 5-year survival outcomes of GC (P < 0.05), for which DAP5 expression showed a prediction sensitivity, specificity and accuracy of 73.2%, 80.4% and 79.0%, respectively. In MGC-803 cells, DAP5 knockdown significantly reduced glucose uptake, lactate level and the expressions of GLUT1, HK2 and LDHA, and DAP5 overexpression produced the opposite effects (P < 0.05).
CONCLUSION
A high expression of DAP5 in GC, which enhances cellular aerobic glycolysis to promote cancer progression, is correlated with a poor survival outcome and may serve as a biomarker for evaluating long-term prognosis of GC patients.
Humans
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Stomach Neoplasms
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Blotting, Western
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Databases, Factual
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Glucose
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Lactates
6.Analysis of lysosomal enzyme activity and genetic variants in a child with late-onset Pompe disease.
Tiantian HE ; Jieni JIANG ; Yueyue XIONG ; Dan YU ; Xuemei ZHANG
Chinese Journal of Medical Genetics 2023;40(6):711-717
OBJECTIVE:
To explore the clinical features, lysosomal enzymatic [acid α-glucosidase (GAA)] activities and genetic variants in a child with late-onset Pompe disease (LOPD).
METHODS:
Clinical data of a child who had presented at the Genetic Counseling Clinic of West China Second University Hospital in August 2020 was retrospectively analyzed. Blood samples were collected from the patient and her parents for the isolation of leukocytes and lymphocytes as well as DNA extraction. The activity of lysosomal enzyme GAA in leukocytes and lymphocytes was analyzed with or without addition of inhibitor of GAA isozyme. Potential variants in genes associated with neuromuscular disorders were analyzed, in addition with conservation of the variant sites and protein structure. The remaining samples from 20 individuals undergoing peripheral blood lymphocyte chromosomal karyotyping were mixed and used as the normal reference for the enzymatic activities.
RESULTS:
The child, a 9-year-old female, had featured delayed language and motor development from 2 years and 11 months. Physical examination revealed unstable walking, difficulty in going upstairs and obvious scoliosis. Her serum creatine kinase was significantly increased, along with abnormal electromyography, whilst no abnormality was found by cardiac ultrasound. Genetic testing revealed that she has harbored compound heterozygous variants of the GAA gene, namely c.1996dupG (p.A666Gfs*71) (maternal) and c.701C>T (p.T234M) (paternal). Based on the guidelines from the American College of Medical Genetics and Genomics, the c.1996dupG (p.A666Gfs*71) was rated as pathogenic (PVS1+PM2_Supporting+PM3), whilst the c.701C>T (p.T234M) was rated as likely pathogenic (PM1+PM2_Supporting+PM3+PM5+PP3). The GAA in the leukocytes from the patient, her father and mother were respectively 76.1%, 91.3% and 95.6% of the normal value without the inhibitor, and 70.8%, 112.9% and 128.2% of the normal value with the inhibitor, whilst the activity of GAA in their leukocytes had decreased by 6 ~ 9 times after adding the inhibitor. GAA in lymphocytes of the patient, her father and mother were 68.3%, 59.0% and 59.5% of the normal value without the inhibitor, and 41.0%, 89.5% and 57.7% of the normal value with the inhibitor, the activity of GAA in lymphocytes has decreased by 2 ~ 5 times after adding the inhibitor.
CONCLUSION
The child was diagnosed with LOPD due to the c.1996dupG and c.701C>T compound heterozygous variants of the GAA gene. The residual activity of GAA among LOPD patients can range widely and the changes may be atypical. The diagnosis of LOPD should not be based solely on the results of enzymatic activity but combined clinical manifestation, genetic testing and measurement of enzymatic activity.
Humans
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Child
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Male
;
Female
;
Glycogen Storage Disease Type II/pathology*
;
Retrospective Studies
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alpha-Glucosidases/genetics*
;
Mothers
;
Lysosomes/pathology*
;
Mutation
7.Effects of persistent isolated hypothyroxinemia in the first and second trimester of pregnancy on complications and adverse outcomes of pregnancy
Hui JIN ; Fangyuan CHEN ; Yueyue WU ; Jun LIU ; Xinmei HUANG ; Zaoping CHEN ; Li SHENG ; Jiong XU ; Bingbing ZHA ; Mengxue YANG ; Zhiyan YU ; Rui ZHANG ; Yue LI
Chinese Journal of Endocrinology and Metabolism 2022;38(1):19-23
Objective:To investigate the effects of persistent isolated hypothyroxinemia in the first and second trimester of pregnancy on complications and adverse outcomes of pregnancy.Methods:A retrospective analysis was conducted in 784 pregnant women including 111 cases of persistent isolated hypothyroxinemia in the first and second trimester of pregnancy and 673 pregnant women with normal thyroid function as control group. All women were registered and delivered in the Department of Obstetrics of our hospital from April 2016 to April 2017. The complications and adverse outcomes of pregnancy in the two groups were analyzed.Results:Age, body weight before pregnancy, body mass index(BMI), 1 h plasma glucose and 2 h plasma glucose during oral glucose tolerance test in persistent isolated hypothyroxinemia group were higher than those in control group( P<0.05), with increased incidence of anemia during pregnancy( P<0.05). However, there were no significant differences in the incidences of gestational diabetes mellitus and gestational hypertension between the two groups( P>0.05). No significant statistical differences were found in macrosomia, stillbirth, neonatal malformation, postpartum hemorrhage, acute delivery, premature delivery, fetal intrauterine development delay, and small full-term infants between the two groups( P>0.05). Logistic regression analysis showed that age( OR=1.1, 95% CI 1.0-1.1, P=0.002) and pre-pregnancy body weight( OR=1.0, 95% CI 1.0-1.1, P=0.046) were risk factors for the occurrence of persistent isolated hypothyroxinemia in the first and second trimesters of pregnancy. Persistent isolated hypothyroxinemia in the first and second trimesters was associated with anemia during pregnancy( OR=1.9, 95% CI 1.1-3.2, P=0.024). Conclusions:Pregnant women who are older and heavier before pregnancy should pay more attention to their thyroid function. Pregnant women with persistent isolated hypothyroxinemia in the first and second trimesters should be concerned for anemia.
8.Screening specific minimum amino acid sequence triggering immunity to enterovirus 71
Yan LIU ; Wenchao GAO ; Jialiang DU ; Yueyue LIU ; Qingchuan YU ; Yan ZHAO ; Rongrong ZHAO ; Fei HAN ; Xingliang FAN ; Jiamei GAO ; Tai GUO
Chinese Journal of Microbiology and Immunology 2021;41(1):45-49
Objective:To screen the neutralizing epitope of enterovirus 71 (EV71) and determine the specific minimum amino acid sequence that triggers immunity for providing a theoretical basis for the development of synthetic peptide vaccines.Methods:EV71 neutralizing antibody-specific binding clones were panned and sequenced using a phage display random 12-peptide library to obtain the key sequences of neutralizing epitopes. A series of peptides containing the key sequences with N-terminal acetylation (AC) and C-terminal linking to Keyhole limpet hemocyanin (KLH) were synthesized. Serum samples were collected after immunizing mice with the modified peptides. Then the immunogenicity of the peptides and the neutralizing activity of serum samples were analyzed by Western blot, ELISA and neutralization test.Results:After three rounds of panning, cloning and sequencing, KQEKDL was identified as the key motif. The serum samples collected from the mice immunized with the modified series of peptides containing key motifs had different degrees of binding ability to EV71 and VP1 protein. The serum samples of mice immunized the synthetic peptide containing only the minimum key motif (AC-KQEKDL-KLH) had the strongest response to the other three peptides and EV71 and the highest neutralizing titer.Conclusions:The EV71 neutralizing epitope was successfully screened using the phage display random peptide library. The key motif of KQEKDL might be the specific minimum amino acid sequence that triggered the immune system. This study provides a theoretical basis for better understanding the immune response mechanism, evaluating the immunogenicity of the antigens and further research and development of polypeptide vaccines.
9.Correlations of SOX17 gene single nucleotide polymorphisms with sporadic intracranial aneurysm in patients from Anhui province
Lei ZHU ; Chuanqing YU ; Min XUE ; Jie CHEN ; Shuyang DONG ; Guanmin HUANG ; Yueyue CHANG ; Mei ZHANG
Chinese Journal of Neuromedicine 2021;20(8):776-781
Objective:To investigate the correlations of SOX17 gene polymorphisms at the rs1072737, rs9298506 and rs10958409 loci with sporadic intracranial aneurysm (IA) in patients from Anhui province. Methods:A case-control study was performed on 162 patients with sporadic ruptured IA admitted to our hospital from January 2017 to December 2020 and 182 age-matched controls from Inpatient or physical examination center at the same time-period. The genotype and allele frequencies of SOX17 gene at the rs1072737, rs9298506 and rs10958409 loci between the 2 groups were analyzed and compared to determine the influence of different genotypes and alleles in IA. According to gender, the subjects were divided into male and female subgroups; according to rupture of IA, the subjects were divided into ruptured and un-ruptured subgroups; the risk factors and protective factors for IA in these subgroups were verified. Results:There was no significant difference in genotype distributions at rs10958409 locus between the two groups ( P>0.05). The results of multivariate Logistic regression analysis indicated that GG+GT genotype ( OR=0.913, 95%CI: 0.845-0.990, P=0.031) and allele G ( OR=0.805, 95%CI: 0.718-0.932, P=0.029) at rs1072737 locus were independent protective factors for IA, and GG+AG genotype ( OR=1.043, 95%CI: 1.008-1.084, P=0.011) and allele G ( OR=1.003, 95%CI: 1.001-1.007, P=0.023) at rs9298506 locus were independent risk factors for IA. GG+GT genotype and G allele at rs1072737 locus were still risk factors for IA in both males and females ( P<0.05), while GG+AG genotype and G allele at rs9298506 locus were still protective factors for IA in both males and females ( P<0.05). There was no significant difference in in genotype distributions at rs1072737 and rs9298506 loci between ruptured subgroup and un-ruptured subgroup ( P>0.05). Conclusions:In Anhui province, GG+GT genotype (allele G) carriers in SOX17 gene at rs1072737 locus have a relatively low risk of IA, while GG+AG genotype (allele G) carriers in SOX17 gene at rs9298506 locus have a relatively high risk of IA. There is no correlation of SOX17 gene polymorphisms at rs1072737 and RS9298506 loci with rupture of IA.
10.First-trimester complete blood count combined with maternal characteristics as a predictor of gestational diabetes mellitus
Fang WANG ; Tiange SUN ; Yue LI ; Xinmei HUANG ; Yueyue WU ; Zhiyan YU ; Li SHENG ; Zaoping CHEN ; Rui ZHANG ; Shufei ZANG ; Heyuan DING ; Bingbing ZHA ; Jun LIU
Chinese Journal of Endocrinology and Metabolism 2021;37(12):1049-1055
Objective:To Investigate comprehensive predictive ability of first-trimester complete blood count combined with maternal characteristics for gestational diabetes mellitus (GDM).Methods:From May 2015 to July 2018, 1 412 pregnant women were retrospectively screened at the Fifth People′s Hospital of Shanghai, Fudan University. We recruited 258 women who developed GDM and 1 154 women who had normal glucose level during pregnancy. At the first visit, clinical data and complete blood count result were obtained. GDM prediction models were established through logistic regression analysis of GDM related risk factors and the prediction abilities of each model were compared.Results:Logistic regression analyses identified age, pre-pregnancy body mass index, previous GDM history, family history of diabetes mellitus, the neutrophil-to-lymphocyte ratio, leukocyte, neutrophil, and monocyte counts were significantly independent predictors of GDM. In the entire cohort, the predictive ability of neutrophil and monocyte counts together with maternal basal characteristics model for the development of GDM [areas under the receiver operating characteristic curve (AUC-ROC)=0.809, integrated discrimination improvement (IDI)=0.056, P=0.001] was the best among various models (basal characteristics model, AUC-ROC=0.753; Monocyte count+ basal characteristics model, AUC-ROC=0.764; neutrophil count + basal characteristics model, AUC-ROC=0.775). Similar results obtained by the same way in all pregnant women without previous GDM history. Conclusion:It could improve the prediction of GDM with model incorporated maternal characteristics and first-trimester neutrophil and monocyte counts.

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