1Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
2Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
3Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
4Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
5Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
6Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
Copyright © 2022 Korean Diabetes Association
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Characteristic | Total participants | Severe hypoglycemia event | P value | |
---|---|---|---|---|
| ||||
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) |
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) |
Subgroup | RLS, yr | No. of subjects | No. of SH event | Follow-up duration, person-year | Incidence rate, /1,000 person-year | HR (95% CI) |
P for interaction |
---|---|---|---|---|---|---|---|
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) |
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.
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.
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.