| Literature DB >> 25422770 |
Yinfang Tu1, Haoyong Yu1, Pin Zhang2, Jianzhong Di2, Xiaodong Han2, Songhua Wu1, Yuqian Bao1, Weiping Jia1.
Abstract
AIMS/Entities:
Keywords: Carbohydrate antigen 19-9; Insulin resistance; Obesity
Year: 2014 PMID: 25422770 PMCID: PMC4234233 DOI: 10.1111/jdi.12200
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Clinical characteristics of the control group, patients with obesity and type 2 diabetes at baseline, and patients at 12 weeks after Roux-En-Y gastric bypass
| Variables | Control | Obesity and type 2 diabetes at baseline | 12 weeks after RYGB |
|---|---|---|---|
| 81 | 33 | 33 | |
| Sex (male/female) | 50/31 | 16/17 | 16/17 |
| Age (years) | 45.7 ± 10.0 | 46.4 ± 12.9 | – |
| Duration (years) | – | 7.2 ± 5.3 | – |
| Weight (kg) | 63.1 ± 8.4 | 87.1 ± 12.2 | 72.1 ± 9.8 |
| BMI (kg/m2) | 22.8 ± 2.8 | 31.3 ± 3.6 | 25.9 ± 2.9 |
| SBP (mmHg) | 125 (120 –130) | 130 (120 –140) | 120 (117 –130) |
| DBP (mmHg) | 75 (70–78) | 84 (80 – 90) | 80 (74 – 80) |
| TC (mmol/L) | 4.72 ± 0.83 | 5.01 ± 1.21 | 4.04 ± 0.76 |
| TG (mmol/L) | 1.10 (0.78 –1.90) | 1.83 (1.36 – 3.05) | 1.15 (0.87 –1.44) |
| HDL-c (mmol/L) | 1.24 (1.07 – 1.49) | 0.94 (0.85 –1.07) | 0.94 (0.85 – 1.16) |
| LDL-c (mmol/L) | 3.13 ± 0.82 | 2.90 ± 0.92 | 2.39 ± 0.60 |
| FPG (mmol/L) | 5.03 (4.84 – 5.26) | 7.79 (6.61 –10.61) | 5.84 (4.52 – 6.94) |
| 2hPG (mmol/L) | 6.13 (5.49 – 7.03) | 13.32 (11.20 –18.02) | 6.93 (5.96 – 9.45) |
| HbA1c (%) | 5.5 (5.3 – 5.8) | 8.2 (7.0 – 9.9) | 6.9 (6.0 – 9.5) |
| GA (%) | – | 19.5 (17.0 – 23.3) | 15.2 (13.5 – 18.0) |
| FINS (mU/L) | 6.24 (4.89 – 8.83) | 13.11 (8.79 – 19.84) | 6.19 (3.69 – 9.87) |
| HOMA-IR | 1.42 (1.04 –1.98) | 5.43 (3.41 – 9.11) | 1.39 (0.93 – 2.97) |
| HOMA-B% | 79.71 (65.79 –121.03) | 58.10 (37.51 –115.09) | 66.59 (28.42 – 98.39) |
Data are mean ± standard deviation or median (interquartile range). 2hPG, 2-h postchallenge plasma glucose; BMI, body mass index; DBP, diastolic blood pressure; FINS, fasting insulin; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin; HDL-c, high density lipoprotein cholesterol; HOMA-B%, homeostasis model assessment index of β-cell function; HOMA-IR, homeostasis model assessment index of insulin resistance; LDL-c, low density lipoprotein cholesterol; SBP, systolic blood pressure; TC, total cholesterol; TG, triglyceride.
*P < 0.05,
P < 0.01 vs control group.
P < 0.05,
P < 0.01 vs patients with obesity and type 2 diabetes at baseline.
Figure 1Comparison of serum levels of carbohydrate antigen 19-9 (CA19-9) and the Homeostasis Model of Assessment of insulin resistance (HOMA-IR) index among the control group, patients with type 2 diabetes at baseline, and patients at 12 weeks after Roux-En-Y gastric bypass (RYGB). (a) Comparison of CA19-9 among the three groups. The P-value for the three-group comparison was <0.001. (b) Comparison of HOMA-IR among the three groups. The P-value for the three-group comparison was <0.001.
Anthropometric and biochemical parameters showing significant correlations with serum levels of carbohydrate antigen 19-9 at baseline
| CA19-9 | ||
|---|---|---|
| Univariate | ||
| BMI | 0.145 | 0.422 |
| TC | 0.465 | 0.006 |
| TG | 0.034 | 0.852 |
| HDL-c | 0.456 | 0.008 |
| LDL-c | 0.314 | 0.075 |
| FPG | 0.257 | 0.149 |
| 2hPG | 0.518 | 0.002 |
| HbA1c | 0.555 | 0.001 |
| GA | 0.500 | 0.003 |
| HOMA-IR | 0.307 | 0.083 |
| HOMA-B% | −0.124 | 0.419 |
*P < 0.05,
P < 0.01,
Pearson's correlation analyses were carried out. 2hPG, 2-h postchallenge plasma glucose; BMI, body mass index; FPG, fasting plasma glucose; GA, glycated albumin; HbA1c, glycated hemoglobin; HDL-c, high density lipoprotein cholesterol; HOMA-B%, homeostasis model assessment index of β-cell function; HOMA-IR, homeostasis model assessment index of insulin resistance; LDL-c, low density lipoprotein cholesterol; TC, total cholesterol; TG, triglyceride.
Multiple stepwise regression analysis showing variables independently associated with serum levels of carbohydrate antigen 19-9 at baseline
| Independent variable enter the model | β | SEM | Standardized β | ||
|---|---|---|---|---|---|
| HbA1c | 2.259 | 0.677 | 0.476 | 3.336 | 0.002 |
| HDL-c | 19.264 | 7.931 | 0.346 | 2.429 | 0.021 |
A multiple stepwise regression analysis was carried out. Age, sex, total cholesterol, high-density lipoprotein cholesterol (HDL-c), 2-h postchallenge plasma glucose, glycated albumin and glycated hemoglobin (HbA1c) at baseline were included in the original model. SEM, standard error of the mean.
Changes in anthropometric and biochemical parameters showing significant correlations with changes in serum levels of carbohydrate antigen 19-9 at 12 weeks after Roux-En-Y gastric bypass treatment
| ΔCA19-9 | ||
|---|---|---|
| Univariate | ||
| ΔBMI | −0.276 | 0.121 |
| ΔTC | 0.449 | 0.009 |
| ΔTG | 0.038 | 0.834 |
| ΔHDL-c | 0.049 | 0.787 |
| ΔLDL-c | 0.264 | 0.138 |
| ΔFPG | 0.552 | 0.001 |
| Δ2hPG | 0.623 | 0.000 |
| ΔHbA1c | 0.819 | 0.000 |
| ΔGA | 0.711 | 0.000 |
| ΔHOMA-IR | 0.407 | 0.019 |
| ΔHOMA-B% | −0.113 | 0.533 |
P < 0.05,
P < 0.01.
Pearson's correlation analyses were carried out. 2hPG, 2-h postchallenge plasma glucose; BMI, body mass index; CA19-9, carbohydrate antigen 19-9; FPG, fasting plasma glucose; GA, glycated albumin; HbA1c, glycated hemoglobin; HDL-c, high density lipoprotein cholesterol; HOMA-B%, homeostasis model assessment index of β-cell function; HOMA-IR, homeostasis model assessment index of insulin resistance; LDL-c, low density lipoprotein cholesterol; TC, total cholesterol; TG, triglyceride.
Figure 2Correlations between the changes in serum levels of carbohydrate antigen 19-9 (CA19-9), and changes in glycated hemoglobin (HbA1c) and Homeostasis Model of Assessment of insulin resistance (HOMA-IR). (a) Correlations of the changes in serum levels of CA19-9 and the changes in levels of HbA1c. (b) Correlations of changes in serum levels of CA19-9 and the changes in the HOMA-IR index. RYGB, Roux-En-Y gastric bypass.
Multiple stepwise regression analysis showing variables independently associated with changes in serum levels of carbohydrate antigen 19-9
| Independent Variable enter the Model | β | SEM | Standardized β | ||
|---|---|---|---|---|---|
| ΔHbA1c | 1.906 | 0.273 | 0.598 | 6.976 | 0.000 |
| ΔFPG | 0.529 | 0.134 | 0.309 | 3.948 | 0.000 |
| ΔHOMA-IR | 0.238 | 0.086 | 0.235 | 2.753 | 0.010 |
A multiple stepwise regression analysis was carried out. Age, sex, and changes in total cholesterol, fasting plasma glucose (FPG), 2-h postchallenge plasma glucose, glycated hemoglobin (HbA1c), glycated albumin and homeostasis model assessment index of insulin resistance (HOMA-IR) were included in the original model. SEM, standard error of the mean.