| Literature DB >> 35067011 |
Soyeon Kang1, Yong-Moon Park2, Dong Jin Kwon1, Youn-Jee Chung3, Jeong Namkung4, Kyungdo Han5, Seung-Hyun Ko6.
Abstract
BACKGROUND: Estrogen promotes glucose homeostasis, enhances insulin sensitivity, and maintains counterregulatory responses in recurrent hypoglycemia in women of reproductive age. Postmenopausal women with type 2 diabetes mellitus (T2DM) might be more vulnerable to severe hypoglycemia (SH) events. However, the relationship between reproductive factors and SH occurrence in T2DM remains unelucidated.Entities:
Keywords: Diabetes mellitus, type 2; Hormone replacement therapy; Hypoglycemia; Postmenopause; Reproductive history
Mesh:
Year: 2022 PMID: 35067011 PMCID: PMC9353572 DOI: 10.4093/dmj.2021.0135
Source DB: PubMed Journal: Diabetes Metab J ISSN: 2233-6079 Impact factor: 5.893
Fig. 1Flow chart of the study population. HRT, hormone replacement therapy; SH, severe hypoglycemia.
Baseline characteristics of study subjects
| Characteristic | Total participants | Severe hypoglycemia event | ||
|---|---|---|---|---|
|
| ||||
| No | Yes | |||
| Number | 181,263 | 169,984 | 11,279 | |
|
| ||||
| Age, yr | 64.61±7.87 | 64.33±7.83 | 68.89±7.24 | <0.0001 |
|
| ||||
| Duration of follow-up, yr | 7.87±1.72 | 8.11±1.36 | 4.31±2.44 | <0.0001 |
|
| ||||
| Income, quartile | <0.0001 | |||
| Medical aid+Q1 | 38,971 (21.50) | 36,649 (21.56) | 2,322 (20.59) | |
| Q2 | 32,807 (18.10) | 30,803 (18.12) | 2,004 (17.77) | |
| Q3 | 46,000 (25.38) | 43,250 (25.44) | 2,750 (24.38) | |
| Q4 | 63,485 (35.02) | 59,282 (34.88) | 4,203 (37.26) | |
|
| ||||
| Smoking status | 0.0100 | |||
| Never | 173,787 (95.88) | 163,035 (95.91) | 10,752 (95.33) | |
| Ex-smoker | 2,079 (1.15) | 1,930 (1.14) | 149 (1.32) | |
| Current smoker | 5,397 (2.98) | 5,019 (2.95) | 378 (3.35) | |
|
| ||||
| Alcohol consumption | <0.0001 | |||
| None | 165,468 (91.29) | 154,890 (91.12) | 10,578 (93.78) | |
| Mild | 15,005 (8.28) | 14,346 (8.44) | 659 (5.84) | |
| Heavy | 790 (0.44) | 748 (0.44) | 42 (0.37) | |
|
| ||||
| Regular exercise (yes) | 33,282 (18.36) | 31,752 (18.68) | 1,530 (13.57) | <0.0001 |
|
| ||||
| Body mass index, mean, kg/m2 | 25.21±3.4 | 25.23±3.39 | 24.99±3.52 | <0.0001 |
| <18.5 | 2,177 (1.20) | 1,953 (1.15) | 224 (1.99) | <0.0001 |
| 18.5–<23 | 43,796 (24.16) | 40,803 (24.00) | 2,993 (26.54) | <0.0001 |
| 23–<25 | 44,587 (24.6) | 41,880 (24.64) | 2,707 (24.00) | <0.0001 |
| 25–<30 | 75,280 (41.53) | 70,846 (41.68) | 4,434 (39.31) | <0.0001 |
| ≥30 | 15,423 (8.51) | 14,502 (8.53) | 921 (8.17) | <0.0001 |
|
| ||||
| Blood pressure, mm Hg | ||||
| Systolic | 129.97±16.37 | 129.88±16.32 | 131.41±16.99 | <0.0001 |
| Diastolic | 78.09±10.18 | 78.09±10.17 | 78.11±10.39 | 0.8358 |
|
| ||||
| Estimated glomerular filtration rate, mL/min/1.73 m2 | 79.23±28.58 | 79.73±28.68 | 71.80±25.82 | <0.0001 |
|
| ||||
| Fasting glucose, mg/dL | 138.2±44.08 | 137.96±43.13 | 141.86±56.47 | <0.0001 |
|
| ||||
| Total cholesterol, mg/dL | 202.6±49.56 | 202.74±49.14 | 200.50±55.46 | <0.0001 |
|
| ||||
| High density lipoprotein, mg/dL | 54.86±39.2 | 54.90±39.34 | 54.25±37.05 | 0.0911 |
|
| ||||
| Low density lipoprotein, mg/dL | 118.95±82.35 | 119.18±80.25 | 115.45±109.06 | <0.0001 |
|
| ||||
| Comorbidities | ||||
| Hypertension | 127,977 (70.6) | 118,823 (69.90) | 9,154 (81.16) | <0.0001 |
| Dyslipidemia | 96,283 (53.12) | 90,290 (53.12) | 5,993 (53.13) | 0.9714 |
| Chronic kidney disease | 33,701(18.59) | 30,057 (17.68) | 3,644 (32.31) | <0.0001 |
|
| ||||
| Past history of disease, by questionnaire | ||||
| Stroke[ | <0.0001 | |||
| No | 156,541 (97.34) | 146,352 (97.45) | 10,189 (95.80) | |
| Yes | 4,271 (2.66) | 3,824 (2.55) | 447 (4.20) | |
| Heart disease[ | <0.0001 | |||
| No | 148,550 (92.34) | 139,047 (92.55) | 9,503 (89.33) | |
| Yes | 12,330 (7.66) | 11,195 (7.45) | 1,135 (10.67) | |
| Cardiovascular disease[ | <0.0001 | |||
| No | 144,930 (90.06) | 135,804 (90.37) | 9,126 (85.76) | |
| Yes | 15,994 (9.94) | 14,479 (9.63) | 1,515 (14.24) | |
|
| ||||
| Insulin treatment | 22,409 (12.36) | 19,488 (11.46) | 2,921(25.90) | <0.0001 |
|
| ||||
| Insulin secretagogues | ||||
| Sulfonylurea | 113,176 (62.44) | 104,011 (61.19) | 9,165 (81.26) | <0.0001 |
| Glinide | 6,854 (3.78) | 6,173 (3.63) | 681 (6.04) | <0.0001 |
| Oral hypoglycemic agents ≥3 | 46,085(25.42) | 41,335 (24.32) | 4,750 (42.11) | <0.0001 |
|
| ||||
| Age at menarche, yr | 16.60±1.81 | 16.58±1.82 | 16.82±1.77 | <0.0001 |
| ≤12 | 1,362 (0.75) | 1,309 (0.77) | 53 (0.47) | <0.0001 |
| 13–14 | 19,330 (10.66) | 18,429 (10.84) | 901 (7.99) | <0.0001 |
| 15–16 | 67,067 (37.00) | 63,182 (37.17) | 3,885 (34.44) | <0.0001 |
| ≥17 | 93,504 (51.58) | 87,064 (51.22) | 6,440 (57.10) | <0.0001 |
|
| ||||
| Age at menopause, yr | 50.05±4.34 | 50.09±4.32 | 49.45±4.61 | <0.0001 |
| <40 | 3,917 (2.16) | 3,562 (2.10) | 355 (3.15) | <0.0001 |
| 40–44 | 11,708 (6.46) | 10,766 (6.33) | 942 (8.35) | <0.0001 |
| 45–49 | 46,523 (25.67) | 43,449 (25.56) | 3,074 (27.25) | <0.0001 |
| 50–54 | 95,293 (52.57) | 89,720 (52.78) | 5,573 (49.41) | <0.0001 |
| ≥55 | 23,822 (13.14) | 22,487 (13.23) | 1,335 (11.84) | <0.0001 |
|
| ||||
| Reproductive life span, yr | 33.45±4.74 | 33.51±4.71 | 32.63±4.98 | <0.0001 |
| <30 | 28,130 (15.52) | 25,838 (15.20) | 2,292 (20.32) | <0.0001 |
| 30–34 | 74,110 (40.89) | 69,114 (40.66) | 4,996 (44.29) | <0.0001 |
| 35–39 | 64,903 (35.81) | 61,623 (36.25) | 3,280 (29.08) | <0.0001 |
| ≥40 | 14,120 (7.79) | 13,409 (7.89) | 711 (6.30) | <0.0001 |
|
| ||||
| Parity | <0.0001 | |||
| Nulliparity | 3,518 (1.94) | 3,355 (1.97) | 163 (1.45) | |
| 1 | 7,915 (4.37) | 7,555 (4.44) | 360 (3.19) | |
| ≥2 | 169,830 (93.69) | 159,074 (93.58) | 10,756 (95.36) | |
|
| ||||
| Duration of breastfeeding, mo | <0.0001 | |||
| Never | 9,079 (5.01) | 8,673 (5.10) | 406 (3.60) | |
| <6 | 7,408 (4.09) | 7,123 (4.19) | 285 (2.53) | |
| 6–11 | 24,786 (13.67) | 23,514 (13.83) | 1,272 (11.28) | |
| ≥12 | 139,990 (77.23) | 130,674 (76.87) | 9,316 (82.6) | |
|
| ||||
| Duration of HRT, yr | <0.0001 | |||
| Never | 159,628 (88.06) | 149,138 (87.74) | 10,490 (93.00) | |
| <2 | 12,764 (7.04) | 12,310 (7.24) | 454 (4.03) | |
| 2–4 | 4,819 (2.66) | 4,645 (2.73) | 174 (1.54) | |
| ≥5 | 4,052 (2.24) | 3,891 (2.29) | 161 (1.43) | |
|
| ||||
| Duration of OC use, yr | <0.0001 | |||
| Never | 150,657 (83.12) | 141,046 (82.98) | 9,611 (85.21) | |
| <1 | 17,012 (9.39) | 16,137 (9.49) | 875 (7.76) | |
| ≥1 | 13,594 (7.50) | 12,801 (7.53) | 793 (7.03) | |
Values are presented as mean±standard deviation or number (%).
HRT, hormone replacement therapy; OC, oral contraceptive.
Data were analyzed except for those who did not respond.
HRs and 95% confidence intervals of SH by reproductive factors
| Variable | No. of subjects | No. of SH events | Follow-up duration, person-year | Incidence rate, /1,000 person-year | HR (95% confidence intervals) | ||
|---|---|---|---|---|---|---|---|
|
| |||||||
| Model 1 | Model 2 | Model 3 | |||||
| Age at menarche, yr | |||||||
| ≤12 | 1,362 | 53 | 10,986.6 | 4.8 | 0.83 (0.63–1.09) | 0.94 (0.71–1.24) | |
| 13–14 | 19,330 | 901 | 154,159.2 | 5.8 | 1 (Ref) | 1 (Ref) | |
| 15–16 | 67,067 | 3,885 | 529,316.0 | 7.3 | 1.26[ | 1.09[ | |
| ≥17 | 93,504 | 6,440 | 732,587.2 | 8.8 | 1.50[ | 1.15[ | |
|
| |||||||
| Age at menopause, yr | |||||||
| <40 | 3,917 | 355 | 29,908.9 | 11.9 | 1 (Ref) | 1 (Ref) | |
| 40–44 | 11,708 | 942 | 90,413.7 | 10.4 | 0.88[ | 0.89[ | |
| 45–49 | 46,523 | 3,074 | 365,296.6 | 8.4 | 0.71[ | 0.84[ | |
| 50–54 | 95,293 | 5,573 | 752,279.6 | 7.4 | 0.62[ | 0.78[ | |
| ≥55 | 23,822 | 1,335 | 189,150.2 | 7.1 | 0.60[ | 0.73[ | |
|
| |||||||
| Reproductive life span, yr | |||||||
| <30 | 28,130 | 2,292 | 217,040.3 | 10.6 | 1 (Ref) | 1 (Ref) | |
| 30–34 | 74,110 | 4,996 | 580,426.7 | 8.6 | 0.82[ | 0.91[ | |
| 35–39 | 64,903 | 3,280 | 517,309.5 | 6.3 | 0.6[ | 0.80[ | |
| ≥40 | 14,120 | 711 | 112,272.5 | 6.3 | 0.6[ | 0.74[ | |
|
| |||||||
| Parity | |||||||
| Nulliparity | 3,518 | 163 | 27,940.8 | 5.8 | 1 (Ref) | 1 (Ref) | 1 (Ref) |
| 1 | 7,915 | 360 | 63,267.0 | 5.7 | 0.98 (0.81–1.17) | 1.05 (0.87–1.27) | 1.05 (0.87–1.27) |
| ≥2 | 169,830 | 10,756 | 1,335,841.2 | 8.1 | 1.38 (1.18–1.61) | 1.06 (0.90–1.26) | 1.06 (0.90–1.26) |
|
| |||||||
| Duration of breastfeeding, mo | |||||||
| Never | 9,079 | 406 | 72,648.3 | 5.6 | 1 (Ref) | 1 (Ref) | 1 (Ref) |
| <6 | 7,408 | 285 | 59,689.5 | 4.8 | 0.85 (0.73–0.99) | 0.86 (0.73–1.00) | 0.86 (0.73–1.00) |
| 6–11 | 24,786 | 1,272 | 197,014.4 | 6.5 | 1.16 (1.03–1.29) | 0.97 (0.86–1.09) | 0.97 (0.86–1.10) |
| ≥12 | 139,990 | 9,316 | 1,097,696.8 | 8.5 | 1.52 (1.37–1.68) | 1.00 (0.90–1.12) | 1.00 (0.90–1.12) |
|
| |||||||
| Duration of HRT, yr | |||||||
| Never | 159,628 | 10,490 | 1,250,819.9 | 8.4 | 1 (Ref) | 1 (Ref) | 1 (Ref) |
| <2 | 12,764 | 454 | 104,141.8 | 4.4 | 0.52[ | 0.76[ | 0.76[ |
| 2–4 | 4,819 | 174 | 39,103.8 | 4.5 | 0.53[ | 0.79[ | 0.79[ |
| ≥5 | 4,052 | 161 | 32,983.5 | 4.9 | 0.58[ | 0.78[ | 0.78[ |
|
| |||||||
| Duration of OC use, yr | |||||||
| Never | 150,657 | 9,611 | 1,182,741.3 | 8.1 | 1 (Ref) | 1 (Ref) | 1 (Ref) |
| <1 | 17,012 | 875 | 136,097.6 | 6.4 | 0.79 (0.74–0.85) | 0.94 (0.88–1.01) | 0.94 (0.88–1.01) |
| ≥1 | 13,594 | 793 | 108,210.1 | 7.3 | 0.90 (0.84–0.97) | 1.02 (0.94–1.09) | 1.02 (0.95–1.10) |
Model 1: non-adjusted; Model 2: adjusted for age at menarche, age at menopause, number of parities, duration of breastfeeding, duration of HRT, duration of oral contraceptive use, alcohol consumption, smoking, regular exercise, income, body mass index, hypertension, dyslipidemia, use of three or more oral hypoglycemic agents, insulin treatment, use of insulin secretagogues such as sulfonylureas and glinides; Model 3: adjusted for reproductive life span instead of age at menarche and menopause in Model 2.
HR, hazard ratio; SH, severe hypoglycemia; HRT, hormone replacement therapy; OC, oral contraceptive.
P<0.0001 compared with reference values,
P<0.05 compared with reference values.
Subgroup analysis for hazard ratios of severe hypoglycemia by reproductive factors for subgroup aged <65, and ≥65 in postmenopausal women with type 2 diabetes mellitus
| Subgroup | RLS, yr | No. of subjects | No. of SH event | Follow-up duration, person-year | Incidence rate, /1,000 person-year | HR (95% CI)[ | |
|---|---|---|---|---|---|---|---|
| Age, yr | 0.0032 | ||||||
| <65 | <30 | 10,490 | 455 | 85,499.5 | 5.3 | 1 (Ref) | |
| 30–34 | 34,372 | 1,199 | 281,346.4 | 4.3 | 0.83 (0.74–0.92) | ||
| 35–39 | 38,296 | 1,078 | 313,943.3 | 3.4 | 0.69 (0.62–0.77) | ||
| ≥40 | 7,490 | 221 | 61,229.0 | 3.6 | 0.64 (0.54–0.75) | ||
| ≥65 | <30 | 17,640 | 1,837 | 131,540.8 | 14.0 | 1 (Ref) | |
| 30–34 | 39,738 | 3,797 | 299,080.3 | 12.7 | 0.93 (0.88–0.99) | ||
| 35–39 | 26,607 | 2,202 | 203,366.2 | 10.8 | 0.85 (0.80–0.90) | ||
| ≥40 | 6,630 | 490 | 51,043.5 | 9.6 | 0.79 (0.71–0.87) |
RLS, reproductive life span; SH, severe hypoglycemia; HR, hazard ratio; CI, confidence interval.
Adjusted for age, fasting glucose level, RLS, number of parities, duration of breastfeeding, duration of hormone replacement therapy, duration of oral contraceptives use, alcohol consumption, smoking, regular exercise, income, body mass index, hypertension, dyslipidemia, chronic kidney disease, use of three or more oral hypoglycemic agents, use of insulin secretagogues such as sulfonylureas and glinides, insulin treatment.
Fig. 2Trend in risk of severe hypoglycemia (SH) event and reproductive life span (RLS). The incidence rate of SH and its adjusted hazard ratio (HR) tended to decrease with increasing RLS (P for trend <0.0001). IR, incidence rate.
Fig. 3Cumulative incidence of severe hypoglycemia event in postmenopausal women with type 2 diabetes mellitus according to reproductive factors. The cumulative incidence of outcomes according to reproductive factors (A, age at menarche; B, age at menopause; C, reproductive life span) was calculated using Kaplan–Meier curves, and the log-rank test was performed to analyze differences amongst the groups.