1.Prevalence and influencing factors on food allergy among children aged 0-5 years in China
Lahong JU ; Liyun ZHAO ; Xiaoqi WEI ; Hongyun FANG ; Jiaxi LI ; Xingxing WU ; Xiaoli XU ; Shuya CAI ; Weiyi GONG ; Dongmei YU
Chinese Journal of Epidemiology 2024;45(6):817-823
Objective:To describe the prevalence of food allergy among children aged 0-5 years in China and to explore related influencing factors.Methods:Multistage stratified random sampling method was used to collect data from 275 surveillance sites of the China National Nutrition and Health Survey of Chinese children and lactating mothers programs in 31 provinces (autonomous regions and municipalities) of China in 2016-2017. A total of 70 107 participants aged 0-5 years were included in this study. The study collected information of participants' demographic characteristics and food allergies by face-to-face questionnaire. The prevalence of food allergy was analyzed, using the complex data weighting method. The logistic regression models were used to analyze the influencing factors related to food allergy.Results:The overall prevalence of self-reported food allergy among children aged 0-5 years was 4.81%. Prevalence rates in infants aged 0-5 months, and 6-23 months and preschool children aged 2-5 years were 0.81%, 4.68% and 5.26%, respectively. The results of logistic analysis showed that there was a significantly positive correlation between factors including children from 6 months to 5 years old, urban area, southwest area, first-born, mothers with college education or above, and the prevalence of food allergy in children. Shrimp, poultry eggs, crab shellfish, fruit, milk and fish appeared the common allergic foods in children aged 0-5 years, with prevalence rates of self-reported food allergy as 1.55%, 1.25%, 0.99%, 0.97%, 0.87% and 0.86%, respectively. The proportion of single food allergy in children with allergies was 69.85%.Conclusions:Among children aged 0-5 years, the prevalence of self-reported food allergy increases with age, in China. Foods that is prone to allergies include fish, shrimp, crab, shellfish, poultry eggs, milk and fruits, etc. Most allergies were only caused by single food in children, under observation.
2.Comparative analysis of the changes of thyroid-stimulating hormone and the flow velocity of superior thyroid artery in the treatment of diffuse toxic goiter and Hashimoto's thyroiditis with methimazole
Jianfen WEI ; Naijun WU ; Minghui CHENG ; Xishuang CHENG ; Jie REN ; Yuqian JIN ; Lijing JIAO ; Fangfang KAN ; Jiaxi SHENG
Clinical Medicine of China 2024;40(2):108-113
Objective:To investigate the changes of thyroid hormones and the flow velocity of superior thyroid artery in patients with Graves' disease and Hashimoto's thyrotoxicosis before and after treatment with methimazole.Methods:A case-control study was conducted to select 45 cases of Graves' disease and 45 cases of Hashimoto's thyroiditis from October 2021 to December 2022 in the Department of Endocrinology, North China University of Science and Technology Affiliated Hospital. The changes of thyroid hormone and blood flow velocity of superior thyroid artery in patients with Graves' disease and Hashimoto's thyroiditis before and after treatment with methimazole were analyzed. Measurement data satisfying normal distribution were expressed by xˉ±s, and the mean between two groups was compared by t test. Measurement data not satisfying normal distribution were expressed by M( Q1, Q3), and the median between two groups was compared by Wilcoxon rank sum test. χ 2 test was used to compare the constituent ratio of enumeration data among groups. Results:There was no significant difference in thyroid stimulating hormone (TSH) between the two groups before treatment, and there was no significant difference in TSH between the two groups after 1 month and 3 months of treatment (all P>0.05). The levels of free triiodothyronine (FT3) were (24.09±9.29) pmol/L and (17.41±9.36) pmol/L in Graves' disease group and Hashimoto's thyroiditis group respectively before treatment. FT4 were (60.23±20.82) and (43.47±21.71) pmol/L, respectively, and the peak stolie vloiy (PSV) were (69.53±5.70) and (52.65±4.64) cm/s, respectively in Graves' disease group and Hashimoto's thyroiditis group respectively before treatment. There were significant differences between the two groups ( t values wrere 3.39 and 3.74, Z=13.83, all P<0.001). The difference of FT3 between one month after treatment and before treatment was (-6.36±5.32) and (-12.64±9.08) pmol/L ( t=4.02, P<0.001) and the difference in FT3 between 3 months of treatment and before treatment was (-10.14±9.50) and (-17.80±11.17) pmol/L, respectively ( t=3.51, P<0.001) between the Graves disease group and the Hashimoto's thyroiditis group. The difference in FT4 between the Graves disease group and the Hashimoto's thyroiditis group after 1 month of treatment and before treatment was (-28.47±10.09) and (-20.57±14.48) pmol/L ( t=7.01, P<0.001), and the difference of FT4 was (-47.06±20.57) and (-30.17±20.54) pmol/L ( t=3.91, P<0.001) between the Graves disease group and the Hashimoto toxin group. The difference between one month after treatment and before treatment was (-13.10(-34.10,-2.60)) and (-10.50(-27.5,-0.20)) cm/s ( Z=2.63, P=0.009), respectively. The difference between 3 months and before treatment was (-31.40(-53.20,-12.70)) and (-19.90(-46.00,-4.70)cm/s ( Z=4.40, P<0.001)) between the Graves disease group and the Hashimoto's thyroiditis group, and the difference was statistically significant. Conclusion:Thyroid hormone levels were decreased after treatment with methimazole in patients with diffuse toxic goiter and Hashimoto toxemia, but the difference was not statistically significant. The PSV level of superior thyroid artery in patients with diffuse toxic goiter was significantly lower than that in patients with Hashimoto's thyrotoxicosis.
3.Application of machine learning model based on XGBoost algorithm in early prediction of patients with acute severe pancreatitis.
Xin GAO ; Jiaxi LIN ; Airong WU ; Huiyuan GU ; Xiaolin LIU ; Minyue YIN ; Zhirun ZHOU ; Rufa ZHANG ; Chunfang XU ; Jinzhou ZHU
Chinese Critical Care Medicine 2023;35(4):421-426
OBJECTIVE:
To establish a machine learning model based on extreme gradient boosting (XGBoost) algorithm for early prediction of severe acute pancreatitis (SAP), and explore its predictive efficiency.
METHODS:
A retrospective cohort study was conducted. The patients with acute pancreatitis (AP) who admitted to the First Affiliated Hospital of Soochow University, the Second Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University from January 1, 2020 to December 31, 2021 were enrolled. Demography information, etiology, past history, and clinical indicators and imaging data within 48 hours of admission were collected according to the medical record system and image system, and the modified CT severity index (MCTSI), Ranson score, bedside index for severity in acute pancreatitis (BISAP) and acute pancreatitis risk score (SABP) were calculated. The data sets of the First Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University were randomly divided into training set and validation set according to 8 : 2. Based on XGBoost algorithm, the SAP prediction model was constructed on the basis of hyperparameter adjustment by 5-fold cross validation and loss function. The data set of the Second Affiliated Hospital of Soochow University was served as independent test set. The predictive efficacy of the XGBoost model was evaluated by drawing the receiver operator characteristic curve (ROC curve), and compared it with the traditional AP related severity score; variable importance ranking diagram and Shapley additive explanation (SHAP) diagram were drawn to visually explain the model.
RESULTS:
A total of 1 183 AP patients were enrolled finally, of which 129 (10.9%) developed SAP. Among the patients from the First Affiliated Hospital of Soochow University and Changshu Hospital Affiliated to Soochow University, there were 786 patients in the training set and 197 in the validation set; 200 patients from the Second Affiliated Hospital of Soochow University were used as the test set. Analysis of all three datasets showed that patients who advanced to SAP exhibited pathological manifestation such as abnormal respiratory function, coagulation function, liver and kidney function, and lipid metabolism. Based on the XGBoost algorithm, an SAP prediction model was constructed, and ROC curve analysis showed that the accuracy for prediction of SAP reached 0.830, the area under the ROC curve (AUC) was 0.927, which was significantly improved compared with the traditional scoring systems including MCTSI, Ranson, BISAP and SABP, the accuracy was 0.610, 0.690, 0.763, 0.625, and the AUC was 0.689, 0.631, 0.875, and 0.770, respectively. The feature importance analysis based on the XGBoost model showed that the top ten items ranked by the importance of model features were admission pleural effusion (0.119), albumin (Alb, 0.049), triglycerides (TG, 0.036), Ca2+ (0.034), prothrombin time (PT, 0.031), systemic inflammatory response syndrome (SIRS, 0.031), C-reactive protein (CRP, 0.031), platelet count (PLT, 0.030), lactate dehydrogenase (LDH, 0.029), and alkaline phosphatase (ALP, 0.028). The above indicators were of great significance for the XGBoost model to predict SAP. The SHAP contribution analysis based on the XGBoost model showed that the risk of SAP increased significantly when patients had pleural effusion and decreased Alb.
CONCLUSIONS
A SAP prediction scoring system was established based on the machine automatic learning XGBoost algorithm, which can predict the SAP risk of patients within 48 hours of admission with good accuracy.
Humans
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Pancreatitis
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Acute Disease
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Retrospective Studies
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Hospitalization
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Algorithms
4.Characteristics of surface electromyography of muscles in stroke patients with lower limb spasticity under isokinetic passive movement
Jingwei GUO ; Ruidong GE ; Shuo BAI ; Jiaxi WANG ; Shuai WU ; Le WANG
Chinese Journal of Rehabilitation Theory and Practice 2022;28(12):1473-1477
ObjectiveTo investigate the characteristics of surface electromyography (sEMG) of muscles in stroke patients with lower limb spasticity. MethodsFrom October, 2016 to July, 2020, a total of 32 stroke patients with hemiplegia and eleven healthy subjects (control group) were selected. The patients were divided into modified Ashworth Scale (MAS) 0 group (n = 13), MAS 1 group (n = 10) and MAS 1+ group (n = 9). All the groups were subjected to isokinetic passive movement at baseline, 90°/s, 150°/s, 210°/s and 270°/s, respectively. sEMG signals of rectus femoris muscle and lateral head of quadriceps femoris muscle including root mean square (RMS) and integrated electromyography (iEMG) were collected synchronically during isokinetic passive movement. ResultsThere was no significant difference in RMS and iEMG among baseline and the four angular velocities in the control group and MAS 0 group (P > 0.05). The RMS and iEMG of MAS 1 group at 270°/s were significantly different from baseline and the other angular velocities (P < 0.05), and no significant difference was found among the other velocities (P > 0.05). The RMS and iEMG of MAS 1+ group were significantly different among baseline and the four angular velocities (P < 0.05). ConclusionRMS and iEMG varies with angular velocity in hemiplegic patients with different muscle tension levels. In patients with the same muscle tension level, the changes of RMS and iEMG with angular velocity are consistent. RMS and iEMG can reflect the degree of spasm. The quantitative evaluation of spasm by sEMG in isokinetic passive movement mode is highly feasible and worthy of further clinical research and promotion.
5.Comparison of the effects of laparoscopic catheterization and surgical incision catheterization on catheter-related complications and microinflammation in uremic peritoneal dialysis patients
Wei WU ; Hong ZHU ; Jiaxi CHEN ; Guangjun LIU
Chinese Journal of Primary Medicine and Pharmacy 2020;27(5):572-576
Objective:To compare the effects of laparoscopic and surgical catheterization on catheter-related complications and microinflammation in uremic peritoneal dialysis (PD) patients.Methods:According to different catheterization methods, 98 uremic patients who were scheduled to undergo peritoneal dialysis in the First People's Hospital of Jiande from January 2014 to March 2019 were divided into group A (38 cases), group B (60 cases). Laparoscopic catheterization was used in group A, and incision catheterization was used in group B. Surgical parameters, catheter complications, microinflammation and survival rate of early catheterization were observed in the two groups.Results:The operation time of group A was (35.00±3.14)min, which was shorter than that of group B [(50.00±5.17)min], and the operation cost of group A was (5 800.0±318.9)CNY, which was higher than that of group B [(3 400.0±297.4)CNY], and the visual analogue score (VAS) of group A was (2.33±0.31)points, which was lower than that of group B [(3.25±0.49)points], there were statistically significant differences between the two groups ( t=11.540, 9.317, 10.328, 36.578, all P<0.05). The incidence of catheter-related complications in group A was 10.53%(4/38), which was significantly lower than 28.33%(17/60) in group B (χ 2=4.383, P<0.05). There were no statistically significant differences in high-sensitivity C-reactive protein (hs-CRP), interleukin-6(IL-6) and tumor necrosis factor-alpha (TNF-alpha) levels between group A and group B before catheterization (all P>0.05). After catheterization, the levels of hs-CRP, IL-6 and TNF-alpha in group B were (12.52±3.75)mg/L, (12.02±3.76)ng/L, (15.92±5.72)ng/L, respectively, which were higher than those in group A [(9.63±2.36)mg/L, (9.11±3.54)ng/L, (13.41±5.61)ng/L] ( t=4.244, 4.081, 4.510, all P<0.05). After 2 months of follow-up, the survival rate of dialysis tube technique was 89.47%(34/38) in group A and 71.67%(43/60) in group B, there was statistically significant difference between the two groups (χ 2=4.382, P<0.05). Conclusion:Application of laparoscopic catheterization in uremic PD patients has satisfactory effect, light pain, fewer complications, mild inflammation and high survival rate of early catheterization technology, which is worthy of clinical promotion.
6.Changes of serum ferritin and 25-(OH) vitamin D3 in cranial neuropathy diabetic patients
Jianfen WEI ; Aiping ZHAO ; Naijun WU ; Ying WANG ; Jiaxi SHENG ; Yongqiang ZHENG ; Xiuping JIN
Journal of Chinese Physician 2017;19(4):522-524,529
Objective To observe the changes of serum ferritin and 25-(OH) vitamin D3 in patients with diabetic cranial neuropathy.Methods There were 50 patients without diabetic Cranial neuropathy,46 patients with diabetic cranial neuropathy,and 40 cases of normal control group.The changes of serum ferritin and 25-hydroxy vitamin D3 were observed in each group.The correlation between two indexes and the correlation with diabetic cranial neuropathy were analzyzed.Results The serum ferritin levels in diabetic group and diabetic neuropathy group were significantly higher than those in normal control group (P < 0.01),and its level in patients with diabetic cranial neuropathy [(687.54 ± 65.38)ng/ml] was significantly higher than that of patients without diabetic cranial neuropathy [(497.28 ± 46.39) ng/ml,P <0.01].The serum 25-(OH) vitamin D3 levels in the diabetic group and diabetic neuropathy group were lower than those in the control group (P < 0.01),and its level in patients with diabetic cranial neuropathy [(26.45 ± 8.93)nmol/l] was significantly less than that of patients without diabetic cranial neuropathy [(37.19-± 9.74)nmol/L,P < 0.01].Serum ferritin levels were positively correlated with 25-(OH) vitamin D3 (r =-0.59,P < 0.01).Multivariate unconditional Logistic regression analysis showed that diabetic neuropathy was negatively correlated with 25-(OH) vitamin D3 (P < 0.05).Conclusions The increases of serum ferritin and 25-(OH) vitamin D3 are closely related to the occurrence and development of diabetic cranial neuropathy,which provides the theoretical basis for clinical intervention therapy.
7.Honokiol ameliorates endothelial dysfunction through suppression of PTX3 expression, a key mediator of IKK/IkappaB/NF-kappaB, in atherosclerotic cell model.
Ling QIU ; Rong XU ; Siyang WANG ; Shuijun LI ; Hongguang SHENG ; Jiaxi WU ; Yi QU
Experimental & Molecular Medicine 2015;47(7):e171-
Pentraxin 3 (PTX3) was identified as a marker of the inflammatory response and overexpressed in various tissues and cells related to cardiovascular disease. Honokiol, an active component isolated from the Chinese medicinal herb Magnolia officinalis, was shown to have a variety of pharmacological activities. In the present study, we aimed to investigate the effects of honokiol on palmitic acid (PA)-induced dysfunction of human umbilical vein endothelial cells (HUVECs) and to elucidate potential regulatory mechanisms in this atherosclerotic cell model. Our results showed that PA significantly accelerated the expression of PTX3 in HUVECs through the IkappaB kinase (IKK)/IkappaB/nuclear factor-kappaB (NF-kappaB) pathway, reduced cell viability, induced cell apoptosis and triggered the inflammatory response. Knockdown of PTX3 supported cell growth and prevented apoptosis by blocking PA-inducted nitric oxide (NO) overproduction. Honokiol significantly suppressed the overexpression of PTX3 in PA-inducted HUVECs by inhibiting IkappaB phosphorylation and the expression of two NF-kappaB subunits (p50 and p65) in the IKK/IkappaB/NF-kappaB signaling pathway. Furthermore, honokiol reduced endothelial cell injury and apoptosis by regulating the expression of inducible NO synthase and endothelial NO synthase, as well as the generation of NO. Honokiol showed an anti-inflammatory effect in PA-inducted HUVECs by significantly inhibiting the generation of interleukin-6 (IL-6), IL-8 and monocyte chemoattractant protein-1. In summary, honokiol repaired endothelial dysfunction by suppressing PTX3 overexpression in an atherosclerotic cell model. PTX3 may be a potential therapeutic target for atherosclerosis.
Apoptosis/drug effects
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Atherosclerosis/chemically induced/*drug therapy/immunology/pathology
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Biphenyl Compounds/chemistry/isolation & purification/*pharmacology
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C-Reactive Protein/*genetics/immunology
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Down-Regulation/drug effects
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Drugs, Chinese Herbal/chemistry/isolation & purification/*pharmacology
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Human Umbilical Vein Endothelial Cells
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Humans
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I-kappa B Kinase/*immunology
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Lignans/chemistry/isolation & purification/*pharmacology
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Magnolia/chemistry
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Palmitic Acid
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Protein-Serine-Threonine Kinases/*immunology
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Serum Amyloid P-Component/*genetics/immunology
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Signal Transduction/drug effects
8.Distribution and significance of IgG subclasses of anti-CCP antibodies in sera from patients with rheumatoid arthritis
Jun LI ; Jiaxi CHEN ; Yimin SHEN ; Mengsha XIANG ; Chunlong WU ; Bo SHEN
Chinese Journal of Laboratory Medicine 2015;(8):548-551
Objective To evaluate the distribution and significance of IgG subclasses of anti-cyclic cirullinated peptide antibody (anti-CCP) in sera from patients with rheumatoid arthritis (RA).Methods A total of 83 patients with RA at the Department of Endocrinology of Taizhou Hospital , 51 disease controls and 50 healthy controls during the period from August 2012 to June 2013 were enrolled.The total serum IgG and IgG subclasses of anti-CCP antibodies were detected by antigen specific enzyme linked immune-sorbent assay( ELISA ).The prevalence and relative amount of IgG subclasses were calculated and compared.Statistical analysis was performed by χ2 test and Kruskal-Wallis H test.Results The positive rates of IgG subclasses of anti-CCP were anti-IgG 71.1%(59/83), anti-IgG1 78.3%(65/83), anti-IgG2 26.5%(22/83), anti-IgG3 60.2%(50/83), anti-IgG4 74.7%(62/83) respectively.The diagnostic value of anti-CCP-IgG1, anti-CCP-IgG3 and anti-CCP-IgG4 alone or combined (AUC =0.818-0.901),compared with anti-CCP-IgG(AUC=0.857), had no significant difference(Z=0.028-0.045,P>0.05).The DAS28 score of anti-CCP-IgG1(DAS28 =6.5), and anti-CCP-IgG4(DAS28 =6.5)positive in patients with RA were significantly higher than those in negative groups (DAS28=4.5,4.6)(U=396.0,427.5,P<0.01).The T28(T28=4.0,4.0)and SW28(SW28=4.0,4.0) results of CCP-IgG1and CCP-IgG4 positive in patients with RA were significantly higher than those in negative groups (T28=3.0,3.0,SW28 =3.0,3.0)(U=377.5,406.0,255.5,286.5,P<0.05).Conclusions The distribution of IgG subclasses of anti-CCP in sera from patients with RA was predominantly anti-CCP-IgG1, anti-CCP-IgG3 and anti-CCP-IgG4 associated with RA disease activity.However , whether joint detection of IgG subclasses can replace conventional anti -CCP is questionable.
9.Altered levels of serum miR-133a in acute coronary syndrome and stable coronary artery disease patients
Jia WU ; Jiaxi SONG ; Ting LIU ; Dongmei NIU ; Junjun WANG
Chinese Journal of Laboratory Medicine 2015;(10):686-690
Objective To investigate altered levels and clinical significance of serum miR-133a in patients with acute coronary syndrome ( ACS ) and stable coronary artery disease ( SCAD ) .Methods Retrospective study.Serum miR-133a levels were determined by TaqMan quantitative reverse-transcription PCR assay in 64 ACS, 62 SCAD patients who were admitted to Jinling Hospital from October 2011 to October 2012 and 70 normal controls who had contemporaneously visited Jinling Hospital for routine examination .The ACS and SCAD patients were diagnosed according to the European Society of Cardiology guidelines .Serum lipid/lipoprotein profiles , myonecrosis biomarkers and Gensini scores were also analyzed .The area under curve ( AUC) and 95%confidence interval ( CI) were calculated using ROC analyses .The odds ratio ( OR) and 95%CI were calculated using the multivariate logistic regression analyses .Results Compared with the controls [ΔCt:1.00 ±0.05], serum miR-133a levels were significantly increased in both ACS [ΔCt:2.34 ±0.24] (t=6.059, P<0.001) and SCAD [ΔCt:1.45 ±0.13] (t=3.265, P=0.001) patients.The miR-133a levels in ACS patients were significantly higher than in SCAD patients (t=3.133, P=0.002). Serum miR-133a were positively correlated with levels of creatine kinase MB ( CK-MB) ( r=0.402, P<0.001), cardiac troponin I (cTNI) (r=0.410, P=0.001) and Gensini scores (r=0.438, P<0.001). ROC curve analyses showed that the AUC of miR-133a for differentiating coronary artery disease (CAD) and controls was 0.717 (95%CI:0.645-0.788, P<0.001) and the AUC for differentiating ACS and SCAD was 0.667 (95% CI:0.573-0.761, P=0.001).Logistic regression analyses revealed that high miR-133a levels were closely associated with the presence of ACS ( OR=6.00, 95% CI:1.93 -18.67, P=0.002) and SCAD (OR=2.81, 95%CI:1.03-7.68, P=0.044), and also had statistical significance for differentiating ACS and SCAD (OR=2.13, 95% CI:1.20-3.78, P=0.010), after adjustment for the age, gender and serum lipid/lipoprotein levels.Conclusions Serum miR-133a levels were significantly elevated in CAD patients, and ACS patients exhibited the more significant increase .Serum miR-133a may be function as the potential biomarker for the disease assessment and judgement .
10.Relationship between the levels of homocysteine and adiponectin in patients with type 2 diabetes mellitus
Naijun WU ; Jianfen WEI ; Xiuping JIN ; Jiaxi SHENG ; Chunjin SHEN ; Ying WANG ; Dong CHEN
Chinese Journal of Primary Medicine and Pharmacy 2014;21(13):1940-1942
Objective To investigate the relationship between serum levels of homocysteine (HCy) and adiponectin (APN) in patients with type 2 diabetes mellitus(T2DM).Methods 65 patients with T2DM (diabetes mellitus group) and 25 healthy controls (control group) matched in the age and sex were recruited in the study.Serum HCy,APN,fasting plasma glucose (FPG),fasting insulin (FINS),total cholesterol (TC) and triglyceride (TG) were simultaneously measured.The homeostatic model assessment for insulin resistance(HOMA-IR) was calculated according to FPG and FINS.All the serum indicators were compared between the two groups.Results Serum level of HCy in T2DM group was (15.74 ± 2.76) μmol/L,which was significantly higher than (6.98 ± 1.94) μmol/L in the healthy control group (t =16.88,P < 0.01).The serum level of APN in T2DM group was (8.14 ± 2.70) mg/L,which was significantly lower than (16.10 ± 1.93)mg/L in the healthy control group (t =13.44,P < 0.01).Serum levels of FPG,HOMA-IR,TC,TG in T2DM group were significantly higher than those in the healthy control group (t =10.62,17.49,6.30,7.52,P < 0.05).Serum level of APN in HCy ≥ 15μmol/L group was significantly decreased compared with HCy < 15μmol/L group.Serum level of HCy was negatively correlated with APN in T2DM group after the influence of FPG,HOMA-IR,TG,TC were corrected in the partial correlation analysis.Conclusion In T2DM group,serum level of HCy was increased,but serum level of APN was decreased,serum HCy was negatively correlated with APN,higher serum level of HCy and lower serum level of APN are related with the process of insulin resistance and T2DM.

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