| Literature DB >> 28986547 |
Sijing Chen1,2, Xiaoling Jin1,2, Jun Liu1,2, Taoping Sun1,2, Manling Xie1,2, Wei Bao3, Xuefeng Yu4, Xuefeng Yang1,2, Yan Zhang5, Haibo Zhang5, Zhilei Shan6,7, Liegang Liu8,9.
Abstract
Our study aimed to assess the associations of plasma magnesium with prediabetes and type 2 diabetes (T2D) among Chinese adults. We conducted a case-control analysis of 4447 participants: 867 newly diagnosed prediabetes patients, 1475 newly diagnosed T2D patients and 2105 normal glucose tolerance (NGT) individuals. In a subsample of 599 apparently healthy individuals, we measured plasma hs-CRP levels to examine their relation to plasma magnesium. Plasma magnesium and hs-CRP were measured by inductively coupled plasma mass spectrometry and an enzyme-linked immunosorbent assay, respectively. Plasma magnesium decreased from NGT to prediabetes to T2D, and was inversely associated with prediabetes and T2D. After adjustment for potential confounding factors, the ORs from the lowest to highest quartiles of plasma magnesium were 1, 0.57 (95%CI, 0.44-0.74), 0.49 (0.37-0.65) and 0.51 (0.37-0.70) for prediabetes, and 1, 0.26 (0.20-0.33), 0.15 (0.12-0.20) and 0.15 (0.11-0.20) for T2D. Consistently, plasma magnesium was inversely correlated with plasma hs-CRP in our subsample analysis; the geometric mean hs-CRP concentration for ascending quartiles of plasma magnesium were 1.29 (1.06-1.57), 1.16 (0.95-1.41), 1.00 (0.81-1.22), and 0.71 (0.58-0.88) mg/l. Plasma magnesium was independently and inversely associated with prediabetes and T2D in Chinese adults.Entities:
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Year: 2017 PMID: 28986547 PMCID: PMC5630593 DOI: 10.1038/s41598-017-13050-7
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Anthropometric and metabolic characteristics of NGT, prediabetes and T2D groups.
| Variable | NGT | Prediabetes | T2D |
|
|---|---|---|---|---|
| n = 2105 | n = 867 | n = 1475 | ||
| Age (years) | 52.21 ± 12.89 | 52.96 ± 12.22 | 51.20 ± 11.23 | <0.001 |
| Male (%) | 59.71 | 61.15 | 59.78 | 0.754 |
| BMI (kg/m2) | 23.30 ± 3.53 | 25.09 ± 5.19 | 25.14 ± 3.93 | <0.001 |
| Smoker (%) | 35.11 | 27.16 | 33.60 | <0.001 |
| Drinker (%) | 34.39 | 32.54 | 35.08 | 0.480 |
| Family history of diabetes (%) | 8.32 | 17.30 | 22.62 | <0.001 |
| Hypertension (%) | 22.89 | 33.50 | 35.78 | <0.001 |
| FPG (mmol/l) | 5.09 ± 0.66 | 6.16 ± 0.53 | 9.72 ± 3.21 | <0.001 |
| OGTT2h (mmol/l) | 6.43 ± 0.95 | 8.74 ± 1.46 | 17.61 ± 5.56 | <0.001 |
| HbA1C (%) | 5.57 ± 0.40 | 5.94 ± 0.60 | 8.79 ± 2.37 | <0.001 |
| FPI (mmol/l) | 7.88 (5.38–11.45) | 9.54 (6.58–13.98) | 9.46 (6.14–14.35) | <0.001 |
| HOMA-β | 85.87 (59.54–122.59) | 73.94 (49.63–113.47) | 36.15 (19.07–62.75) | 0.067 |
| HOMA-IR | 1.90 (1.26–2.76) | 2.58 (1.76–3.84) | 3.84 (2.53–6.01) | <0.001 |
| Total cholesterol (mmol/l) | 4.39 (3.57–5.14) | 4.69 (3.87–5.42) | 4.61 (3.98–5.32) | <0.001 |
| Triglyceride (mmol/l) | 1.12 (0.8–1.57) | 1.30 (0.89–1.86) | 1.38 (0.95–2.11) | <0.001 |
| HDL-c (mmol/l) | 1.25 (0.98–1.54) | 1.21 (0.98–1.5) | 1.11 (0.89–1.4) | <0.001 |
| LDL-c (mmol/l) | 2.58 (2.04–3.19) | 2.74 (2.1–3.34) | 3.02 (2.36–3.67) | 0.550 |
| Mg (mg/l) | 22.12 ± 2.78 | 21.42 ± 2.97 | 19.84 ± 3.47 | <0.001 |
| Ca (mg/l) | 73.14 ± 9.56 | 71.10 ± 9.83 | 68.60 ± 11.28 | <0.001 |
Abbreviations: BMI, body mass index; FPG, fasting plasma glucose; FPI, fasting plasma insulin; HDL-c, high-density lipoprotein cholesterol; HOMA-β, homeostasis model assessment of β cell function; HOMA-IR, homeostasis model assessment of insulin resistance; LDL-c, low-density lipoprotein cholesterol; NGT, normal glucose tolerance; OGTT2h, 2-h post-glucose load; T2D, type 2 diabetes. Data were presented as percentage for categorical data, mean (standard deviation) for parametrically distributed data or median (interquartile range) for nonparametrically distributed data.
Associations of plasma magnesium concentration with prediabetes and T2D.
| Variables | Quartiles of plasma magnesium concentration (mg/l) | Per 1 mg/l of plasma magnesium |
| |||
|---|---|---|---|---|---|---|
| 1 (Lowest) | 2 | 3 | 4 (Highest) | |||
| ≤20.47 | 20.48–22.01 | 22.02–23.65 | ≥23.65 | |||
|
| ||||||
| Model 1 | 1 | 0.56 (0.44–0.70) | 0.44 (0.34–0.56) | 0.44 (0.35–0.57) | 0.88 (0.86–0.91) | <0.001 |
| Model 2 | 1 | 0.55 (0.43–0.71) | 0.46 (0.36–0.60) | 0.47 (0.37–0.61) | 0.89 (0.86–0.93) | <0.001 |
| Model 3 | 1 | 0.57 (0.44–0.74) | 0.49 (0.37–0.65) | 0.51 (0.37–0.70) | 0.90 (0.86–0.94) | <0.001 |
|
| ||||||
| Model 1 | 1 | 0.30 (0.25–0.36) | 0.17 (0.14–0.22) | 0.19 (0.16–0.24) | 0.79 (0.77–0.82) | <0.001 |
| Model 2 | 1 | 0.29 (0.23–0.36) | 0.18 (0.14–0.22) | 0.19 (0.15–0.24) | 0.80 (0.77–0.82) | <0.001 |
| Model 3 | 1 | 0.26 (0.20–0.33) | 0.15 (0.12–0.20) | 0.15 (0.11–0.20) | 0.76 (0.73–0.79) | <0.001 |
Model 1, adjusted for age, sex and BMI. Model 2, adjusted for Model 1, current smoking status, current alcohol drinking status, family history of diabetes, and hypertension. Model 3, adjusted for Model 2 and plasma calcium.
Figure 1Adjusted ORs for prediabetes and T2D by plasma magnesium concentrations. Lines represent ORs (solid line) and 95% CIs (dashed line) based on restricted cubic splines for plasma magnesium concentrations. The analysis was adjusted for age, sex, BMI, current smoking status, current alcohol drinking status, family history of diabetes, hypertension and plasma calcium. (a) Adjusted ORs for prediabetes; (b) Adjusted ORs for T2D.
Adjusted ORs for each 1 mg/l increment of plasma magnesium associated with prediabetes and T2D in subgroups.
| Groups | % | Prediabetes |
| % | T2D |
|
|---|---|---|---|---|---|---|
|
| ||||||
| Male | 59.7 | 0.91 (0.86–0.97) | 0.710 | 60.1 | 0.75 (0.71–0.79) | <0.001 |
| Female | 40.3 | 0.86 (0.80–0.93) | 39.9 | 0.75 (0.70–0.80) | ||
|
| ||||||
| <50 | 40.3 | 0.99 (0.91–1.06) | 0.060 | 37.4 | 0.83 (0.78–0.88) | <0.001 |
| ≥50 | 59.7 | 0.87 (0.82–0.92) | 62.6 | 0.72 (0.68–0.76) | ||
|
| ||||||
| <24 | 51.7 | 0.89 (0.83–0.95) | 0.650 | 54.5 | 0.73 (0.68–0.77) | 0.075 |
| ≥24 | 48.3 | 0.91 (0.85–0.96) | 45.5 | 0.77 (0.73–0.82) | ||
|
| ||||||
| Yes | 14.4 | 0.87 (0.77–0.98) | 0.233 | 11.1 | 0.73 (0.65–0.83) | 0.534 |
| No | 85.6 | 0.88 (0.84–0.93) | 88.9 | 0.76 (0.73–0.79) | ||
|
| ||||||
| Yes | 27.9 | 0.91 (0.84–0.99) | 0.792 | 25.9 | 0.80 (0.74–0.86) | 0.031 |
| No | 72.1 | 0.89 (0.84–0.94) | 74.1 | 0.73 (0.70–0.77) | ||
Models adjusted for age, sex, BMI, current smoking status, current alcohol drinking status, family history of diabetes, hypertension, and plasma calcium. The % in 2nd column represents the percent of each subgroup in the populations of prediabetes and NGT. The % in 5th column represents the percent of each subgroup in the populations of T2D and NGT.
Associations of inflammatory marker (CRP) with plasma magnesium levels in 599 apparently healthy individuals.
| Plasma CRP (mg/l) | Quartiles of plasma magnesium concentration (mg/l) |
| |||
|---|---|---|---|---|---|
| 1 (Lowest) | 2 | 3 | 4 (Highest) | ||
| Median of plasma magnesium | 18.85 | 20.86 | 22.43 | 25.07 | |
| Crude* | 1.21 (0.81–2.38) | 0.99 (0.59–1.74) | 0.95 (0.50–1.55) | 0.66 (0.32–1.33) | <0.001 |
| Model 1 | 1.38 (1.19–1.59) | 1.11 (0.96–1.29) | 0.94 (0.81–1.09) | 0.67 (0.58–0.78) | <0.001 |
| Model 2 | 1.31 (1.08–1.59) | 1.17 (0.96–1.42) | 0.99 (0.81–1.22) | 0.70 (0.57–0.86) | <0.001 |
| Model 3 | 1.29 (1.06–1.57) | 1.16 (0.95–1.41) | 1.00 (0.81–1.22) | 0.71 (0.58–0.88) | <0.001 |
CRP, C-reactive protein. *Data were presented as median (interquartilerange). Data were presented as adjusted geometric means (95% CI, unless noted otherwise). Model 1, adjusted for age, sex and BMI. Model 2, adjusted for Model 1, current smoking status, current alcohol drinking status, family history of diabetes, and hypertension. Model 3, adjusted for Model 2 and plasma calcium.