| Literature DB >> 30425763 |
Satomi Minato1,2, Naoki Sakane2, Kazuhiko Kotani2,3, Shinsuke Nirengi2, Ikuyo Hayashi1,2, Akiko Suganuma2, Ken Yamaguchi4, Kenji Takakura4, Narumi Nagai1.
Abstract
BACKGROUND: Polycystic ovary syndrome (PCOS) is a common endocrine disorder among reproductive-aged women. While PCOS is associated with an increased risk of obesity and insulin resistance, little is known regarding the prevalence of and risk factors for nonalcoholic fatty liver disease (NAFLD) among Japanese women with PCOS. We estimated the prevalence of and risk factors for elevated liver enzymes, as the index of NAFLD, in Japanese women with PCOS.Entities:
Keywords: Alanine aminotransferase; Impaired glucose tolerance; Japanese; Nonalcoholic fatty liver disease; Obesity; Polycystic ovary syndrome
Year: 2018 PMID: 30425763 PMCID: PMC6225863 DOI: 10.14740/jocmr3639
Source DB: PubMed Journal: J Clin Med Res ISSN: 1918-3003
Figure 1Inclusion and exclusion flow chart. Flow chart representing the selection of subjects during the retrospective study. Data of 37,500 Japanese women were reviewed, and 184 reproductive-aged women with PCOS were identified using ICD-10 codes. After excluding 82 women (see Materials and Methods section), the remaining subjects were divided into two groups using cutoffs for ALT (19 IU/L). ICD-10: International Classification of Diseased, 10th revision, clinical modification; ALT: alanine amino transferase.
Anthropometric, Clinical, and Biochemical Characteristics of 102 Patients With PCOS
| Variables | Control group (N = 68 (66.7%)) | Elevated liver enzymes group (N = 34 (33.3%)) | P-value |
|---|---|---|---|
| Age (years) | 27.5 (24.0 - 32.0) | 29.0 (22.8 - 32.0) | 0.844 |
| BMI (kg/m2) | 20.7 (18.8 - 23.4) | 25.3 (20.0 - 29.8) | 0.003* |
| AST (IU/L) | 17.0 (15.0 - 18.0) | 27.5 (22.8 - 33.0) | < 0.001* |
| ALT (IU/L) | 12.0 (11.0 - 14.8) | 32.0 (23.0 - 49.5) | < 0.001* |
| ALP (IU/L) | 154.5 (135.0 - 190.3) | 197.0 (158.0 - 266.0) | 0.001* |
| LDH (IU/L) | 147.0 (132.8 - 166.5) | 170.5 (141.0 - 204.0) | 0.005* |
| T-bilirubin (mg/dL) | 0.7 (0.5 - 0.9) | 0.7 (0.5 - 0.9) | 0.606 |
| BUN (mg/dL) | 12.0 (10.0 - 13.0) | 11.0 (9.0 - 13.0) | 0.218 |
| Creatinine (mg/dL) | 0.6 (0.5 - 0.7) | 0.6 (0.5 - 0.7) | 0.462 |
| Blood glucose (mg/dL) | 90.0 (83.0 - 96.0) | 93.5 (85.3 - 111.0) | 0.065 |
| WBC (× 109/L) | 5.5 (4.5 - 6.6) | 6.1 (4.6 - 8.4) | 0.148 |
| Hemoglobin (g/dL) | 13.2 (12.3 - 13.5) | 13.0 (12.2 - 14.2) | 0.692 |
| Platelets (× 109/L) | 231.5 (200.5 - 294.3) | 244.0 (207.3 - 277.0) | 0.821 |
| LH (IU/L) | 10.1 (7.0 - 16.5) | 8.4 (4.5 - 11.1) | 0.087 |
| FSH (IU/L) | 5.4 (4.7 - 6.8) | 6.4 (4.6 - 7.6) | 0.562 |
| Prolactin (IU/L) | 11.7 (7.0 - 17.2) | 10.6 (8.5 - 14.5) | 0.839 |
| Estradiol (nmol/L) | 39.0 (29.5 - 57.2) | 34.0 (28.5 - 52.5) | 0.555 |
| Testosterone (nmol/L) | 0.3 (0.2 - 0.4) | 0.4 (0.2 - 0.7) | 0.106 |
| CRP (mg/dL) | 0.03 (0.02 - 0.08) | 0.06 (0.03 - 0.32) | 0.138 |
| NLR | 1.61 (1.27 - 2.17) | 1.75 (1.30 - 3.07) | 0.258 |
| PLR | 0.22 (0.17 - 0.25) | 0.22 (0.19 - 0.30) | 0.890 |
Reported anthropometric, clinical, and biochemical characteristics of 102 PCOS patients. The normality distribution of the variables was tested using the Kolmogorov-Smirnov test. Differences between the two groups were compared with Student’s t-test for normally distributed data and the Mann-Whitney U-test for nonnormally distributed data. Continuous variables are presented as median (25 - 75 percentiles). *Reported elevated liver enzymes group was significantly different (P < 0.05) than in control group. AST: aspartate aminotransferase; ALT: alanine aminotransferase; ALP: alkaline phosphatase; LDH: lactate dehydrogenase; BUN: blood urea nitrogen; WBC: white blood cell; LH: luteinizing hormone; FSH: follicle stimulation hormone; CRP: C-reactive protein; NLR: neutrophil-to-lymphocyte ratio; PLR: platelet-to-lymphocyte ratio.
ROC Analysis of Variables in Predicting Elevated Liver Enzymes in Women With PCOS
| Variable | Cutoff | AUC | 95% CI | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | PLH | NLH | DA (%) |
|---|---|---|---|---|---|---|---|---|---|---|
| BMI | 25.2 | 0.681 | 0.563 - 0.798 | 52.9 | 82.4 | 60.0 | 77.8 | 3.00 | 0.57 | 72.5 |
| Blood glucose | 103 | 0.639 | 0.483 - 0.794 | 40.0 | 94.9 | 72.7 | 82.4 | 7.87 | 0.63 | 81.0 |
| Testosterone | 0.550 | 0.627 | 0.422 - 0.832 | 38.5 | 87.0 | 62.5 | 71.4 | 2.95 | 0.71 | 69.4 |
| Model 1 | 7.46 | 0.783 | 0.664 - 0.901 | 40.0 | 94.9 | 72.7 | 82.4 | 7.87 | 0.63 | 81.0 |
| Model 2 | 17.7 | 0.861 | 0.688 - 0.999 | 66.7 | 100 | 100 | 87.0 | Inf | 0.33 | 89.7 |
Optimal cutoffs for anthropometric, clinical and biochemical measures in 102 patients with PCOS. Sensitivity and specificity were calculated. Two models were set up for predicting elevated liver enzymes using ROC curves to determine clinical references for early diagnosis and prevention. Model 1 included BMI ≥ 25.2 kg/m2 and blood glucose ≥ 103 mg/dL, and Model 2 included BMI ≥ 25.2 kg/m2, blood glucose ≥ 103 mg/dL, and testosterone ≥ 0.550 nmol/L. ROC: receiver-operating characteristics; AUC: area under the receiver-operating characteristics curve; CI: confidence interval; PPV: positive predictive value; NPV: negative predictive value; PLH: positive likelihood ratio; NLH: negative likelihood ratio; DA: diagnostic accuracy; Inf: infinity.
Figure 2AUC for the prediction of elevated liver enzymes. ROC curves for BMI, blood glucose, testosterone, Model 1, and Model 2 in women with PCOS. AUC was calculated to assess overall diagnostic accuracy and to identify optimal cutoffs for risk factors for elevated liver enzymes. ROC: receiver-operating characteristics; AUC: area under the receiver-operating characteristics curve.