| Literature DB >> 30233804 |
Sadia Mehmood1, Myles Margolis2, Chang Ye1, Louise Maple-Brown3,4, Anthony J Hanley1,5,6, Philip W Connelly5,7, Mathew Sermer8, Bernard Zinman1,5,9, Ravi Retnakaran1,5,9.
Abstract
OBJECTIVE: Women with a history of gestational diabetes mellitus (GDM) have an elevated risk of ultimately developing pre-diabetes and diabetes later in life. They also have an increased prevalence of fatty liver, but recent studies have reported conflicting findings on whether hepatic fat affects their risk of pre-diabetes/diabetes. Thus, we sought to evaluate the associations of liver fat with glucose homeostasis and determinants thereof in women with and without recent gestational dysglycemia.Entities:
Keywords: fatty liver; gestational diabetes; insulin sensitivity; liver fat; pre-diabetes
Year: 2018 PMID: 30233804 PMCID: PMC6135458 DOI: 10.1136/bmjdrc-2018-000549
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Demographic, clinical and metabolic characteristics of study population, stratified according to liver fat score (0, 1, or ≥2)
| Liver fat score 0 | Liver fat score 1 | Liver fat score ≥2 | P values | |
| (n=164) | (n=66) | (n=27) | ||
| Years after delivery | 5 (2–6) | 5 (2–7) | 3 (1–6) | 0.14 |
| Age (years) | 40 (37–43) | 41 (37–44) | 40 (35–44) | 0.91 |
| Ethnicity | 0.08 | |||
| White, n (%) | 115 (70.1) | 44 (66.7) | 13 (48.2) | |
| Non-white, n (%) | 49 (29.9) | 22 (33.3) | 14 (51.8) | |
| Family history of T2DM, n (%) | 90 (55.9) | 44 (67.7) | 19 (73.1) | 0.10 |
| GDM prior to this pregnancy, n (%) | 5 (3.1) | 2 (3.0) | 3 (11.5) | 0.02 |
| Currently smoking, n (%) | 7 (4.2) | 4 (6.3) | 0 (0) | 0.51 |
| Breast feeding in the first year (months) | 11 (6–12) | 9 (3–12) | 6 (1–12) | 0.03 |
| Total physical activity | 8.5 (7.9–9.4) | 8.3 (7.5–8.9) | 8.1 (7.5–8.9) | 0.04 |
| Work index | 2.5 (2.0–3.0) | 2.4 (2.1–2.9) | 2.6 (2.3–2.9) | 0.44 |
| Sport index | 2.8 (2.5–3.5) | 3.0 (2.5–3.4) | 2.8 (2.5–3.3) | 0.27 |
| Leisure index | 3.0 (2.8–3.5) | 3.0 (2.5–3.3) | 3.0 (2.8–3.0) | 0.16 |
| BMI (kg/m2) | 24.0 (21.6–27.0) | 27.2 (23.9–30.8) | 32.4 (28.1–34.2) | <0.0001 |
| Waist circumference (cm) | 85 (79–93) | 94 (85–98) | 102 (93–110) | <0.0001 |
| ALT | 15 (13–18) | 16 (13–19) | 24 (16–29) | 0.0007 |
| AST | 18 (16–22) | 20 (16–23) | 19 (17–25) | 0.18 |
| GGT | 12 (9–16) | 15 (12–20) | 21 (18–28) | <0.0001 |
| Insulin sensitivity/resistance | ||||
| Matsuda Index | 8.2 (5.7–10.9) | 5.5 (3.5–9.0) | 2.7 (1.8–3.9) | <0.0001 |
| HOMA-IR | 1.2 (0.9–1.8) | 1.7 (1.1–2.6) | 3.5 (2.5–5.3) | <0.0001 |
| Beta-cell function | ||||
| ISSI-2 | 759 (593–946) | 671 (536–846) | 446 (362–637) | <0.0001 |
| Insulinogenic Index/HOMA-IR | 9.6 (6.8–14.6) | 8.1 (5.5–12.0) | 6.0 (3.3–10.8) | 0.009 |
| OGTT | ||||
| Fasting glucose (mmol/L) | 4.6 (4.4–4.9) | 4.9 (4.5–5.1) | 5.1 (4.8–5.7) | <0.0001 |
| 2-hour glucose (mmol/L) | 6.1 (5.2–7.2) | 6.5 (5.5–7.7) | 7.8 (6.8–9.4) | <0.0001 |
Continuous variables are presented as median followed by IQR in parentheses. Categorical variables are presented as n followed by percentage in parentheses.
P values refer to overall comparison across the groups by Kruskal-Wallis test for continuous variables, or either χ2 or Fisher’s exact test for categorical variables.
BMI, body mass index; GDM, gestational diabetes mellitus; GGT, gamma-glutamyl transferase; HOMA-IR, Homeostasis Model of Assessment-Insulin Resistance; ISSI-2, Insulin Secretion-Sensitivity Index-2; OGTT, oral glucose tolerance test; T2DM, type 2 diabetes.
Figure 1Prevalence of liver fat scores (0, 1, or ≥2) by (A) gestational glucose tolerance group in recent pregnancy, (B) by current glucose tolerance status, and (C) by gestational glucose tolerance and current glucose tolerance, respectively. P values refer to overall comparison across the groups. GDM, gestational diabetes mellitus; GIGT, gestational impaired glucose tolerance; NGT, normal glucose tolerance.
Adjusted associations of liver fat score with the following outcomes: (A) Matsuda Index, (B) HOMA-IR, (C) ISSI-2, (D) Insulinogenic Index/HOMA-IR, (E) fasting glucose, and (F) 2-hour glucose on the OGTT, after adjustment for covariates
| Model | Predictor | Estimate | t | P values |
| (A) Outcome—log Matsuda Index | ||||
| 1 | Liver fat score 1 | −0.207845 | −2.81 | 0.005 |
| Liver fat score ≥2 | −0.594855 | −4.90 | <0.0001 | |
| 2 | Liver fat score 1 | −0.198107 | −2.68 | 0.008 |
| Liver fat score ≥2 | −0.508955 | −3.94 | 0.0001 | |
| 3 | Liver fat score 1 | −0.192737 | −2.59 | 0.01 |
| Liver fat score ≥2 | −0.499132 | −3.85 | 0.0002 | |
| (B) Outcome—log HOMA-IR | ||||
| 1 | Liver fat score 1 | 0.123654 | 1.62 | 0.11 |
| Liver fat score ≥2 | 0.501937 | 4.00 | <0.0001 | |
| 2 | Liver fat score 1 | 0.106341 | 1.38 | 0.17 |
| Liver fat score ≥2 | 0.417193 | 3.10 | 0.002 | |
| 3 | Liver fat score 1 | 0.101170 | 1.30 | 0.19 |
| Liver fat score ≥2 | 0.410080 | 3.03 | 0.003 | |
| (C) Outcome—ISSI-2 | ||||
| 1 | Liver fat score 1 | 20.866508 | 0.38 | 0.71 |
| Liver fat score ≥2 | −198.471718 | −2.19 | 0.03 | |
| 2 | Liver fat score 1 | 31.610452 | 0.56 | 0.57 |
| Liver fat score ≥2 | −151.946792 | −1.54 | 0.13 | |
| 3 | Liver fat score 1 | 41.505435 | 0.76 | 0.45 |
| Liver fat score ≥2 | −128.090381 | −1.34 | 0.18 | |
| (D) Outcome—log Insulinogenic Index/HOMA-IR | ||||
| 1 | Liver fat score 1 | −0.195451 | −1.44 | 0.15 |
| Liver fat score ≥2 | −0.572836 | −2.55 | 0.01 | |
| 2 | Liver fat score 1 | −0.146492 | −1.08 | 0.28 |
| Liver fat score ≥2 | −0.369876 | −1.54 | 0.13 | |
| 3 | Liver fat score 1 | −0.118903 | −0.91 | 0.36 |
| Liver fat score ≥2 | −0.317762 | −1.38 | 0.17 | |
| (E) Outcome—fasting glucose | ||||
| 1 | Liver fat score 1 | 0.138401 | 1.61 | 0.11 |
| Liver fat score ≥2 | 0.146732 | 3.31 | 0.001 | |
| 2 | Liver fat score 1 | 0.124707 | 1.53 | 0.13 |
| Liver fat score ≥2 | 0.303885 | 2.14 | 0.03 | |
| 3 | Liver fat score 1 | 0.109250 | 1.39 | 0.17 |
| Liver fat score ≥2 | 0.269000 | 1.95 | 0.052 | |
| (F) Outcome—2-hour glucose on OGTT | ||||
| 1 | Liver fat score 1 | 0.348975 | 1.12 | 0.27 |
| Liver fat score ≥2 | 2.212713 | 4.34 | <0.0001 | |
| 2 | Liver fat score 1 | 0.350212 | 1.15 | 0.25 |
| Liver fat score ≥2 | 1.471132 | 2.78 | 0.006 | |
| 3 | Liver fat score 1 | 0.301555 | 1.03 | 0.30 |
| Liver fat score ≥2 | 1.342451 | 2.63 | 0.009 | |
Model 3: Model 2 further adjusted for gestational glucose tolerance status.
Model 2: Model 1 further adjusted for duration of breast feeding in the first year.
Model 1: age, ethnicity, family history of diabetes, and body mass index.
HOMA-IR, Homeostasis Model of Assessment-Insulin Resistance; ISSI-2, Insulin Secretion-Sensitivity Index-2; OGTT, gamma-glutamyltransferase.
Figure 2Logistic regression analysis of (dependent variable) pre-diabetes/diabetes. BMI, body mass index; DM, diabetes mellitus; GDM, gestational diabetes mellitus; GIGT, gestational impaired glucose tolerance; NGT, normal glucose tolerance.