| Literature DB >> 29136356 |
Meng Wang1, Ru-Ying Hu1, Hao Wang1, Wei-Wei Gong1, Chun-Mei Wang2, Kai-Xu Xie2, Zheng-Ming Chen3, Yu Guo4, Min Yu1, Li-Ming Li5.
Abstract
AIMS/Entities:
Keywords: Age; Diabetes; Menopause
Mesh:
Year: 2017 PMID: 29136356 PMCID: PMC6031524 DOI: 10.1111/jdi.12775
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Baseline characteristics of women according to age at natural menopause
| Variable | Age at natural menopause |
| ||
|---|---|---|---|---|
| ≤44 years | 45–52 years | ≥53 years | ||
| Sample size, | 1,733 (10.15) | 12,991 (76.08) | 2,352 (13.77) | |
| Age (years) | 59.47 ± 8.35 | 58.83 ± 6.77 | 59.79 ± 5.02 | <0.001 |
| Marriage status, | ||||
| Married | 1,471 (84.88) | 11,215 (86.33) | 2,038 (86.65) | 0.130 |
| Unmarried | 262 (15.12) | 1,776 (13.67) | 314 (13.35) | |
| Education level, | ||||
| No formal school | 1,335 (77.03) | 9,608 (73.96) | 1,621 (68.92) | <0.001 |
| Primary school | 324 (18.70) | 2,894 (22.78) | 602 (25.59) | |
| Middle school | 57 (3.29) | 403 (3.10) | 102 (4.34) | |
| High school or above | 17 (0.98) | 86 (0.66) | 27 (1.15) | |
| Occupation, | ||||
| Agriculture and related | 1,136 (65.55) | 8,202 (63.13) | 1,534 (65.22) | 0.805 |
| Factory worker | 149 (8.60) | 1,069 (8.23) | 175 (7.44) | |
| Unemployed/retired | 60 (3.46) | 696 (5.36) | 150 (6.38) | |
| Others | 388 (22.39) | 3,024 (23.28) | 493 (20.96) | |
| Household income, | ||||
| <20,000 Yuan | 503 (29.03) | 3,369 (25.93) | 610 (25.94) | 0.139 |
| 20,000–35,000 Yuan | 652 (37.62) | 5,173 (39.82) | 935 (39.75) | |
| ≥35,000 Yuan | 578 (33.35) | 4,449 (34.25) | 807 (34.31) | |
| Parity, | ||||
| ≤1 | 172 (9.92) | 961 (7.40) | 75 (3.19) | <0.001 |
| 2 | 653 (37.68) | 5,718 (44.02) | 966 (41.07) | |
| ≥3 | 879 (50.72) | 6,218 (47.86) | 1,299 (55.23) | |
| Smoking category, | ||||
| Never | 1,652 (95.33) | 12,515 (96.34) | 2,293 (90.56) | <0.001 |
| Ex‐regular | 9 (0.52) | 86 (4.96) | 11 (0.44) | |
| Occasional | 11 (0.63) | 121 (0.93) | 15 (0.59) | |
| Current regular | 61 (3.52) | 269 (2.07) | 33 (1.31) | |
| Alcohol category, | ||||
| Never | 1,544 (89.09) | 11,549 (88.90) | 2,090 (88.86) | 0.929 |
| Ex‐regular | 9 (0.52) | 73 (0.56) | 12 (0.51) | |
| Occasional | 123 (7.10) | 957 (7.37) | 187 (7.95) | |
| Current regular | 57 (3.29) | 412 (3.17) | 63 (2.68) | |
| Body mass index (kg/m2) | 22.35 ± 3.38 | 22.77 ± 3.38 | 23.17 ± 3.30 | <0.001 |
| Waist circumference (cm) | 74.73 ± 9.53 | 75.75 ± 9.46 | 76.76 ± 9.41 | <0.001 |
| Sedentary activity (h/week) | 9.83 ± 7.69 | 10.48 ± 8.18 | 10.49 ± 8.07 | 0.015 |
| Physical activity, | ||||
| Low | 443 (25.56) | 3,585 (27.59) | 614 (26.11) | 0.383 |
| Middle | 829 (47.84) | 6,186 (47.62) | 1,160 (49.32) | |
| High | 461 (26.60) | 3,220 (24.79) | 578 (24.57) | |
| Family history of diabetes, | ||||
| No | 1,527 (88.11) | 11,711 (90.15) | 2,150 (91.41) | 0.727 |
| Yes | 51 (2.94) | 424 (3.26) | 69 (2.93) | |
| Current/ever use of contraceptive | ||||
| No | 1,451 (83.73) | 10,513 (80.93) | 1,926 (81.89) | 0.251 |
| Yes | 282 (16.27) | 2,478 (19.07) | 426 (18.11) | |
| Hypertension, | ||||
| No | 1,451 (83.73) | 10,411 (80.14) | 1,761 (74.87) | <0.001 |
| Yes | 282 (16.27) | 2,580 (19.86) | 591 (25.13) | |
Continuous variables were compared by the Kruskal–Wallis test. Categorical variables were compared using the linear‐by‐linear association χ2‐test.
Adjusted odds ratios (95% confidence intervals) for diabetes according to age at natural menopause
| Total/cases | Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|---|
| Age at menopause | |||||
| ≤44 years | 1,733/125 | 0.96 (0.79–1.17) | 1.00 (0.81–1.23) | 1.03 (0.83–1.27) | 1.06 (0.86–1.31) |
| 45–52 years | 12,991/948 | Ref. | Ref. | Ref. | Ref. |
| ≥53 years | 2,352/215 | 1.25 (1.07–1.46) | 1.25 (1.06–1.47) | 1.21 (1.03–1.43) | 1.17 (0.99–1.39) |
Model 1 only adjusted for age; model 2 adjusted for model 1 plus socioeconomic status and health behaviors including marriage status, education level, occupation, household income, parity, family history of diabetes, smoking status, alcohol consumption, sedentary/physical activity and use of contraceptive; model 3 adjusted for model 2 plus the physical measurements of body mass index and waist circumference; model 4 adjusted for model 3 plus hypertension. †Significant results.
Adjusted odds ratios (95% confidence intervals) for diabetes stratified by body mass index, smoking, physical activity and use of contraceptives
| Total/cases | Adjusted OR (95% CI) |
| |
|---|---|---|---|
| Overall | 17,076/1,288 | 1.21 (1.03–1.43) | |
| BMI | |||
| Obese/overweight | 5,918/581 | 1.05 (0.82–1.35) | 0.30 |
| Normal/underweight | 11,158/707 | 1.35 (1.08–1.68) | |
| Smoking | |||
| Yes | 616/57 | 1.32 (0.49–3.59) | 0.81 |
| No | 16,460/1231 | 1.20 (1.02–1.42) | |
| Physical activity | |||
| Low | 4,642/507 | 1.40 (1.07–1.83) | 0.52 |
| Middle | 8,175/563 | 1.15 (0.90–1.47) | |
| High | 4,259/218 | 1.09 (0.72–1.65) | |
| Use of contraceptives | |||
| Yes | 3,186/209 | 1.15 (0.76–1.73) | 1.00 |
| No | 13,890/1,079 | 1.21 (1.01–1.46) | |
†Model 3: adjusted for age, marriage status, education level, occupation, household income, parity, family history of diabetes, smoking status, alcohol consumption, sedentary/physical activity, use of contraceptive, physical measurements of body mass index (BMI) and waist circumference. ‡Effect modification was tested by adding interaction terms between these variables (BMI, smoking, physical activity, use of contraceptive) and age at natural menopause to the model. CI, confidence interval; OR, odds ratio.
Sensitivity analyses: Adjusted odds ratios (95% confidence intervals) for diabetes according to age at natural menopause
| Age at menopause | Total/cases | Model 1 | Model 2 | Model 3 | Model 4 |
|---|---|---|---|---|---|
| Excluding women with cardiovascular disease (stroke/transient ischemic attacks, coronary heart disease) | |||||
| ≤44 years | 1,708/121 | 0.96 (0.79–1.17) | 0.98 (0.80–1.21) | 1.01 (0.82–1.25) | 1.04 (0.84–1.28) |
| 45–52 years | 12,744/917 | Ref. | Ref. | Ref. | Ref. |
| ≥53 years | 2,303/206 | 1.24 (1.06–1.45) | 1.24 (1.05–1.47) | 1.21 (1.02–1.43) | 1.17 (0.99–1.39) |
| Excluding women with cancer | |||||
| ≤44 years | 1,728/124 | 0.96 (0.79–1.17) | 1.00 (0.81–1.23) | 1.02 (0.83–1.26) | 1.05 (0.85–1.30) |
| 45–52 years | 12,952/942 | Ref. | Ref. | Ref. | Ref. |
| ≥53 years | 2,346/214 | 1.26 (1.07–1.47) | 1.25 (1.06–1.48) | 1.22 (1.03–1.44) | 1.18 (0.99–1.39) |
| Excluding women with cardiovascular disease and cancer | |||||
| ≤44 years | 1,703/120 | 0.96 (0.79–1.17) | 0.98 (0.79–1.21) | 1.01 (0.81–1.24) | 1.03 (0.83–1.28) |
| 45–52 years | 12,705/911 | Ref. | Ref. | Ref. | Ref. |
| ≥53 years | 2,297/205 | 1.24 (1.06–1.46) | 1.25 (1.05–1.47) | 1.21 (1.02–1.43) | 1.17 (0.99–1.39) |
Model 1 only adjusted for age; model 2 adjusted for model 1 plus socioeconomic status and health behaviors including marriage status, education level, occupation, household income, parity, family history of diabetes, smoking status, alcohol consumption, sedentary/physical activity and use of contraceptives; model 3 adjusted for model 2 plus the physical measurements of body mass index and waist circumference; model 4 adjusted for model 3 plus hypertension. †Significant results.