| Literature DB >> 34624178 |
Chihiro Munekawa1, Hiroshi Okada2, Masahide Hamaguchi1, Momoko Habu2, Kazushiro Kurogi3, Hiroaki Murata4, Masato Ito3, Michiaki Fukui1.
Abstract
AIM/Entities:
Keywords: Database research; Fasting plasma glucose level; Type 2 diabetes
Mesh:
Substances:
Year: 2021 PMID: 34624178 PMCID: PMC8902401 DOI: 10.1111/jdi.13692
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Characteristics of participants at baseline
| ALL | Development of diabetes (−) | Development of diabetes (+) |
| |
|---|---|---|---|---|
|
| 37,148 | 36,120 | 1,028 | – |
| Age (year) | 41.59 (6.17) | 41.55 (6.18) | 42.89 (5.80) | <0.0001 |
| Sex (male/female) | 30,262/6,886 | 29,336/6,784 | 926/102 | <0.0001 |
| BMI (kg/m2) | 22.80 (3.17) | 22.72 (3.09) | 25.84 (4.12) | <0.0001 |
| SBP (mmHg) | 117.14 (13.52) | 116.95 (13.41) | 124.06 (15.29) | <0.0001 |
| DBP (mmHg) | 73.13 (10.42) | 72.99 (10.37) | 78.0 (11.21) | <0.0001 |
| LDL cholesterol (mg/dL) | 122.13 (30.55) | 121.81 (30.41) | 133.39 (33.39) | <0.0001 |
| HDL cholesterol (mg/dL) | 59.82 (14.87) | 60.04 (14.86) | 51.96 (12.80) | <0.0001 |
| Triglycerides (mg/dL) | 108.93 (83.49) | 107.61 (81.94) | 155.42 (117.26) | <0.0001 |
| Glucose (mg/dL) | 89.44 (5.91) | 89.35 (5.90) | 92.69 (5.34) | <0.0001 |
| Uric acid (mg/dL) | 5.79 (1.37) | 5.77 (1.37) | 6.29 (1.33) | <0.0001 |
| Smoking (none/past/current) | 19,233/4,547/13,368 | 18,873/4,428/12,819 | 360/119/549 | <0.0001 |
| Eating speed (fast/normal/slow) | 12,490/22,024/2,634 | 12,033/21,484/2,603 | 457/540/31 | <0.0001 |
| Snack after dinner (+/−) | 6,513/30,635 | 6,339/29,781 | 174/854 | 0.62 |
| Skipping breakfast (+/−) | 8,353/28,795 | 8,038/28,082 | 315/713 | <0.0001 |
| Alcohol drinker (+/−) | 8,432/28,716 | 8,243/27,877 | 189/839 | 0.001 |
| Physical exercise (+/−) | 5,543/31,605 | 5,388/3,0732 | 155/873 | 0.86 |
Data are presented as mean (standard deviation) or absolute number. BMI, body mass index; DBP, diastolic blood pressure; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; SBP, systolic blood pressure.
Characteristics of participants at baseline according to glucose level
| Glucose ≤ 89 mg/dL | Glucose |
| |
|---|---|---|---|
|
| 17,636 | 19,512 | – |
| Age (year) | 40.65 (6.40) | 42.44 (5.83) | <0.0001 |
| Sex (male/female) | 13,345/4,291 | 16,917/2595 | <0.0001 |
| Body mass index (kg/m2) | 22.32 (3.07) | 23.24 (3.19) | <0.0001 |
| Systolic blood pressure (mmHg) | 114.95 (13.14) | 119.13 (13.54) | <0.0001 |
| Diastolic blood pressure (mmHg) | 71.48 (10.24) | 74.62 (10.36) | <0.0001 |
| LDL cholesterol (mg/dL) | 118.84 (30.32) | 125.11 (30.46) | <0.0001 |
| HDL cholesterol (mg/dL) | 61.13 (15.14) | 58.63 (14.52) | <0.0001 |
| Triglycerides (mg/dL) | 100.63 (77.67) | 116.43 (87.74) | <0.0001 |
| Glucose (mg/dL) | 84.39 (4.04) | 94.01 (2.79) | <0.0001 |
| Uric acid (mg/dL) | 5.61 (1.37) | 5.95 (1.35) | <0.0001 |
| Smoking (none/past/current) | 9,124/1,860/6,652 | 10,109/2,687/6,716 | <0.0001 |
| Eating speed (fast/normal/slow) | 5,746/10,604/1,286 | 6,744/11,420/1,348 | 0.0003 |
| Snack after dinner (+/−) | 3,132/14,504 | 3,381/16,131 | 0.28 |
| Skipping breakfast (+/−) | 3,955/13,681 | 4,398/15,114 | 0.80 |
| Alcohol drinker (+/−) | 3,501/14,135 | 4,931/14,581 | <0.0001 |
| Physical exercise (+/−) | 2,524/15,112 | 3,019/16,493 | 0.002 |
Data are presented as mean (standard deviation) or absolute number. HDL, high‐density lipoprotein; LDL, low‐density lipoprotein.
Unadjusted hazard ratios for development of diabetes
| HR (95% CI) |
| |
|---|---|---|
| Age | 1.04 (1.03–1.05) | <0.0001 |
| Sex (male) | 2.08 (1.71–2.57) | <0.0001 |
| Body mass index | 1.25 (1.23–1.27) | <0.0001 |
| Systolic blood pressure | 1.03 (1.03–1.04) | <0.0001 |
| Low‐density lipoprotein cholesterol | 1.01 (1.009–1.01) | <0.0001 |
| High‐density lipoprotein cholesterol | 0.96 (0.95–0.96) | <0.0001 |
| Triglycerides | 1.002 (1.002–1.003) | <0.0001 |
| Uric acid | 1.31 (1.25–1.37) | <0.0001 |
| Glucose | 1.12 (1.11–1.13) | <0.0001 |
| Glucose ≤ 89 mg/dL | 1 | – |
| 90–91 mg/dL | 1.77 (1.42–2.20) | <0.0001 |
| 92–93 mg/dL | 2.10 (1.69–2.58) | <0.0001 |
| 94–95 mg/dL | 2.38 (1.93–2.93) | <0.0001 |
| 96–97 mg/dL | 4.20 (3.49–5.05) | <0.0001 |
| 98–99 mg/dL | 4.93 (4.08–5.95) | <0.0001 |
| Smoking (past) (ref: none) | 1.40 (1.14–1.72) | 0.002 |
| Smoking (current) (ref: none) | 2.21 (1.94–2.53) | <0.0001 |
| Eating speed (slow) (ref: normal) | 0.48 (0.33–0.68) | <0.0001 |
| Eating speed (fast) (ref: normal) | 1.51 (1.33–1.71) | <0.0001 |
| Snack after dinner (yes) (ref: no) | 0.96 (0.81–1.12) | 0.59 |
| Skipping breakfast (yes) (ref: no) | 1.53 (1.34–1.75) | <0.0001 |
| Alcohol drinker (yes) (ref: no) | 0.77 (0.65–0.90) | 0.0008 |
| Physical exercise (yes) (ref: no) | 1.02 (0.85–1.20) | 0.86 |
Multivariate adjusted hazard ratios for development of diabetes
| Model 1 | Model 2 | |||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| Age | 1.03 (1.02–1.04) | <0.0001 | 1.03 (1.02–1.04) | <0.0001 |
| Sex (male) | 0.78 (0.61–0.999) | 0.049 | 0.79 (0.62–1.008) | 0.06 |
| Body mass index | 1.18 (1.16–1.20) | <0.0001 | 1.18 (1.16–1.20) | <0.0001 |
| Systolic blood pressure | 1.01 (1.008–1.02) | <0.0001 | 1.01 (1.008–1.02) | <0.0001 |
| LDL cholesterol | 1.003 (1.0006–1.005) | 0.01 | 1.003 (1.0006–1.005) | 0.01 |
| HDL cholesterol | 0.99 (0.98–0.99) | <0.0001 | 0.98 (0.98–0.99) | <0.0001 |
| Triglycerides | 1.0008 (1.0003–1.001) | 0.002 | 1.0008 (1.0003–1.001) | 0.002 |
| Uric acid | 1.02 (0.97–1.08) | 0.45 | 1.02 (0.97–1.08) | 0.48 |
| Glucose | 1.09 (1.08–1.11) | <0.0001 | – | ‐ |
| Glucose ≤ 89 mg/dL | – | ‐ | 1 | ‐ |
| 90–91 mg/dL | – | ‐ | 1.53 (1.22–1.91) | 0.0003 |
| 92–93 mg/dL | – | ‐ | 1.76 (1.41–2.18) | <0.0001 |
| 94–95 mg/dL | – |
| 1.89 (1.52–2.35) | <0.0001 |
| 96–97 mg/dL | – | ‐ | 3.17 (2.61–3.84) | <0.0001 |
| 98–99 mg/dL | – | ‐ | 3.41 (2.79–4.15) | <0.0001 |
| Smoking (past) (ref: none) | 1.24 (0.99–1.53) | 0.06 | 1.23 (0.99–1.53) | 0.06 |
| Smoking (current) (ref: none) | 2.02 (1.74–2.33) | <0.0001 | 1.99 (1.72–2.31) | <0.0001 |
| Eating speed (slow) (ref: normal) | 0.66 (0.44–0.94) | 0.02 | 0.67 (0.45–0.95) | 0.02 |
| Eating speed (fast) (ref: normal) | 1.06 (0.93–1.21) | 0.34 | 1.06 (0.93–1.21) | 0.35 |
| Snack after dinner (yes) (ref: no) | 0.93 (0.78–1.10) | 0.41 | 0.93 (0.78–1.10) | 0.40 |
|
Skipping breakfast (yes) (ref: no) | 1.35 (1.17–1.55) | <0.0001 | 1.34 (1.16–1.54) | <0.0001 |
| Alcohol drinker (yes) (ref: no) | 0.72 (0.61–0.86) | 0.0001 | 0.73 (0.61–0.86) | 0.0002 |
| Physical exercise (yes) (ref: no) | 1.09 (0.91–1.29) | 0.35 | 1.10 (0.92–1.30) | 0.31 |
HDL, high‐density lipoprotein; LDL, low‐density lipoprotein.
Incident cases and incident rate (per 1,000 person‐year) for the development of diabetes in all population and obesity (BMI ≥ 25 kg/m2)
| Glucose | All population | Obesity (BMI ≥ 25 kg/m2) | ||
|---|---|---|---|---|
|
| Incident cases (Incidence rate) |
| Incident cases (Incidence rate) | |
| ≤89 mg/dL | 17636 | 249 (1.42) | 3134 | 123 (3.97) |
| 90–91 mg/dL | 4655 | 116 (2.51) | 999 | 60 (6.11) |
| 92–93 mg/dL | 4456 | 131 (2.97) | 1040 | 74 (7.26) |
| 94–95 mg/dL | 4044 | 135 (3.37) | 983 | 79 (8.21) |
| 96–97 mg/dL | 3529 | 205 (5.92) | 869 | 126 (15.10) |
| 98–99 mg/dL | 2828 | 192 (6.94) | 716 | 106 (15.48) |
Incidence rate; per 1,000 person‐year.
Multivariate adjusted hazard ratios for development of diabetes in all population and obesity (BMI ≥ 25 kg/m2)
| Glucose | All population | Obesity (BMI ≥ 25 kg/m2) | ||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| ≤89 mg/dL | 1 | – | 1 | – |
| 90–91 mg/dL | 1.53 (1.22–1.91) | 0.0003 | 1.56 (1.15–2.09) | 0.005 |
| 92–93 mg/dL | 1.76 (1.41–2.18) | <0.0001 | 1.82 (1.37–2.40) | <0.0001 |
| 94–95 mg/dL | 1.89 (1.52–2.35) | <0.0001 | 2.05 (1.55–2.69) | <0.0001 |
| 96–97 mg/dL | 3.17 (2.61–3.84) | <0.0001 | 3.53 (2.79–4.46) | <0.0001 |
| 98–99 mg/dL | 3.41 (2.79–4.15) | <0.0001 | 3.28 (2.53–4.22) | <0.0001 |