| Literature DB >> 24998950 |
Yusuke Kabeya1, Masayuki Kato, Akihiro Isogawa, Yoshihiko Takahashi, Yumi Matsushita, Atsushi Goto, Hiroyasu Iso, Manami Inoue, Tetsuya Mizoue, Shoichiro Tsugane, Takashi Kadowaki, Mitsuhiko Noda.
Abstract
BACKGROUND: The present study examined the prevalence of diabetes in Japan during the late 1990s and early 2000s using the Japan Public Health Center-based Prospective Diabetes cohort. We also investigated the distributions of HbA1c values in noncompliant diabetic participants in the cohort.Entities:
Mesh:
Substances:
Year: 2014 PMID: 24998950 PMCID: PMC4213220 DOI: 10.2188/jea.je20130196
Source DB: PubMed Journal: J Epidemiol ISSN: 0917-5040 Impact factor: 3.211
Figure. Flow chart of the study participants.
Definitions of diabetes used in the present study
| 1. Self-reported diabetes | |
| • Participants who replied to the self-reported questionnaire that met either or both of the following criteria: 1) having been told ‘you have diabetes’ by a physician, or 2) taking medication for diabetes. | |
| 2. Diabetes solely confirmed by laboratory dataa | |
| • Absence of self-reported diabetes | |
| • Any of the following laboratory results: 1) a fasting plasma glucose (FPG) value of 126 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more. | |
| 3. Diabetes solely confirmed by laboratory data (1985 WHO) | |
| • Absence of self-reported diabetes | |
| • Either or both of the following laboratory results: 1) an FPG value of 140 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more. | |
| 4. Diabetes definition used for estimating diabetes prevalence | |
| • Presence of self-reported diabetes | |
| • Presence of diabetes solely confirmed by laboratory data | |
| 5. Diabetes confirmed by laboratory data and/or current treatment status | |
| • Any of the following criteria: 1) an FPG value of 126 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more. | |
| • Participants who replied to the self-reported questionnaire with “currently receiving diabetes treatment”. | |
Abbreviations: FPG, fasting plasma glucose; HbA1c, hemoglobin A1c; WHO, World Health Organization.
a“Diabetes solely confirmed by laboratory data” was referred as “newly diagnosed diabetes” in a previously published paper of the JPHC Diabetes study.[9]
Characteristics of study participants according to the presence of diabetes and diabetes treatment at the initial survey and 5-year follow-up
| Total | Self-reported diabetes | Diabetes | Neither self- reported diabetes nor diabetes solely confirmed by laboratory data | Diabetes | Neither self- reported diabetes nor diabetes solely confirmed by laboratory data | Diabetes confirmed by | ||||||||||||||||
| Total | Treatment status | |||||||||||||||||||||
| Never | Previously | Currently | Yes | No | ||||||||||||||||||
| Initial survey | ||||||||||||||||||||||
| Number of | 28 183 | 1195 | 161 | 141 | 893 | 1087 | 25 901 | 368 | 26 620 | 2141 | 26 042 | |||||||||||
| Age, years | 62.0 | (7.0) | 63.9 | (6.4) | 63.4 | (7.0) | 63.1 | (6.9) | 64.2 | (6.2) | 62.8 | (6.7) | 61.9 | (7.0) | 62.2 | (7.1) | 62.0 | (7.0) | 63.4 | (6.5) | 61.9 | (7.0) |
| Sex, male (%) | 10 268 | (36.4) | 605 | (50.6) | 88 | (55.0) | 80 | (56.7) | 437 | (48.9) | 572 | (52.6) | 9091 | (35.1) | 221 | (60.1) | 9442 | (35.5) | 1105 | (51.6) | 9163 | (35.2) |
| BMI | 23.7 | (3.2) | 24.3 | (3.4) | 24.3 | (3.4) | 23.6 | (2.9) | 24.4 | (3.4) | 24.6 | (3.5) | 23.6 | (3.1) | 24.2 | (3.7) | 23.7 | (3.2) | 24.5 | (3.4) | 23.6 | (3.1) |
| PG, mg/dL | 106.4 | (29.3) | 163.4 | (64.4) | 156.9 | (64.5) | 146.4 | (68.3) | 167.2 | (63.3) | 157.2 | (58.3) | 101.6 | (17.9) | 213.4 | (65.0) | 102.4 | (18.6) | 163.4 | (62.2) | 101.7 | (18.0) |
| PG (fasting)d, | 99.6 | (19.4) | 148.4 | (43.3) | 150.8 | (50.2) | 120.7 | (23.4) | 151.5 | (42.7) | 135.5 | (28.2) | 95.4 | (9.5) | 165.7 | (32.3) | 96.4 | (10.9) | 143.3 | (36.8) | 95.5 | (9.6) |
| HbA1c, % | 5.58 | (0.70) | 7.27 | (1.47) | 7.01 | (1.56) | 6.56 | (1.46) | 7.43 | (1.41) | 6.92 | (1.20) | 5.45 | (0.39) | 7.28 | (1.75) | 5.49 | (0.46) | 7.19 | (1.35) | 5.45 | (0.40) |
| 5-year follow-up | ||||||||||||||||||||||
| Number of | 20 129 | 1232 | 117 | 97 | 1018 | 1029 | 17 868 | n.a. | n.a. | 2151 | 17 978 | |||||||||||
| Age, years | 66.5 | (6.8) | 67.7 | (6.5) | 67.3 | (6.8) | 67.9 | (7.5) | 67.7 | (6.4) | 67.2 | (6.6) | 66.3 | (6.8) | 67.4 | (6.5) | 66.4 | (6.8) | ||||
| Sex, male (%) | 7639 | (38.0) | 613 | (49.8) | 56 | (47.9) | 66 | (68.0) | 491 | (48.2) | 506 | (49.2) | 6520 | (36.5) | 1055 | (49.1) | 6584 | (36.6) | ||||
| BMI | 23.9 | (3.3) | 24.7 | (3.5) | 24.1 | (3.1) | 24.0 | (3.2) | 24.8 | (3.5) | 25.1 | (3.9) | 23.8 | (3.2) | 24.9 | (3.7) | 23.8 | (3.2) | ||||
| PG, mg/dL | 111.0 | (30.9) | 162.1 | (57.7) | 147.5 | (56.3) | 147.8 | (65.9) | 165.1 | (56.7) | 154.5 | (55.2) | 104.9 | (18.6) | 160.6 | (57.2) | 105.0 | (18.7) | ||||
| PG(fasting)e, | 102.9 | (22.1) | 148.3 | (44.3) | 131.7 | (41.7) | 137.2 | (49.4) | 150.8 | (43.7) | 138.0 | (28.0) | 97.2 | (9.3) | 145.1 | (37.9) | 97.3 | (9.4) | ||||
| HbA1c, % | 5.76 | (0.71) | 7.22 | (1.23) | 6.80 | (1.09) | 6.75 | (1.69) | 7.31 | (1.18) | 6.90 | (1.04) | 5.59 | (0.39) | 7.13 | (1.16) | 5.59 | (0.39) | ||||
BMI, body mass index; HbA1c, hemoglobin A1c; n.a., not applicable; PG, plasma glucose; WHO, World Health Organization.
Values are the mean (SD) or n (%).
a“Diabetes solely confirmed by laboratory data” was diagnosed if a subject met any of the following criteria: 1) a fasting PG value of 126 mg/dL or more, 2) a casual PG value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more.
b“Diabetes solely confirmed by laboratory data (1985 WHO)” was diagnosed if a subject met either of the following criteria: 1) a fasting PG value of 140 mg/dL or more, or 2) a casual PG value of 200 mg/dL or more.
cSubjects who met any of the following criteria: 1) a fasting PG value of 126 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more, 4) currently receiving diabetes treatment.
dA total of 11 832 participants were evaluated under fasting conditions.
eA total of 7296 participants were evaluated under fasting conditions.
Distributions of HbA1c values according to the presence of diabetes and diabetes treatment at the initial survey and 5-year follow-up
| Total | Self-reported diabetes | Diabetes confirmed solely by laboratory dataa | Neither self-reported diabetes nor diabetes solely confirmed by laboratory data | Diabetes confirmed solely by laboratory data | Neither self-reported diabetes nor diabetes solely confirmed by laboratory data | Diabetes confirmed by | ||||||||||||||||
| Total | Treatment status | |||||||||||||||||||||
| Never | Previously | Currently | Yes | No | ||||||||||||||||||
| Initial survey | ||||||||||||||||||||||
| Number of subjects | 28 183 | 1195 | 161 | 141 | 893 | 1087 | 25 901 | 368 | 26 620 | 2141 | 26 042 | |||||||||||
| HbA1c, % mean (SD) | 5.58 | (0.70) | 7.27 | (1.47) | 7.01 | (1.56) | 6.56 | (1.46) | 7.43 | (1.41) | 6.92 | (1.20) | 5.45 | (0.39) | 7.28 | (1.75) | 5.49 | (0.46) | 7.19 | (1.35) | 5.45 | (0.40) |
| HbA1c, % | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | |||||||||||
| ≥5.6 | 10 972 | 38.9 | 1095 | 91.6 | 141 | 87.6 | 108 | 76.6 | 846 | 94.7 | 989 | 91.0 | 8888 | 34.3 | 313 | 85.1 | 9564 | 35.9 | 1995 | 93.2 | 8977 | 34.5 |
| ≥6.0 | 3917 | 13.9 | 970 | 81.2 | 119 | 73.9 | 82 | 58.2 | 769 | 86.1 | 898 | 82.6 | 2049 | 7.9 | 271 | 73.6 | 2676 | 10.1 | 1824 | 85.2 | 2093 | 8.0 |
| ≥6.5 | 1564 | 5.5 | 791 | 66.2 | 90 | 55.9 | 54 | 38.3 | 647 | 72.5 | 773 | 71.1 | 0 | 0.0 | 224 | 60.9 | 549 | 2.1 | 1564 | 73.0 | 0 | 0.0 |
| ≥8.4 | 322 | 1.1 | 225 | 18.8 | 24 | 14.9 | 10 | 7.1 | 191 | 21.4 | 97 | 8.9 | 0 | 0.0 | 77 | 20.9 | 20 | 0.1 | 322 | 15.0 | 0 | 0.0 |
| ≥10.5 | 71 | 0.3 | 46 | 3.8 | 8 | 5.0 | 5 | 3.5 | 33 | 3.7 | 25 | 2.3 | 0 | 0.0 | 24 | 6.5 | 1 | 0.0 | 71 | 3.3 | 0 | 0.0 |
| 5-year follow-up | ||||||||||||||||||||||
| Number of subjects | 20 129 | 1232 | 117 | 97 | 1018 | 1029 | 17 868 | n.a. | n.a. | 2151 | 17 978 | |||||||||||
| HbA1c, % mean (SD) | 5.76 | (0.71) | 7.22 | (1.23) | 6.80 | (1.09) | 6.75 | (1.69) | 7.31 | (1.18) | 6.90 | (1.04) | 5.59 | (0.39) | 7.13 | (1.16) | 5.59 | (0.39) | ||||
| HbA1c, % | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | (%) | |||||||||||||
| ≥5.6 | 10 975 | 54.5 | 1182 | 95.9 | 105 | 89.7 | 85 | 87.6 | 992 | 97.4 | 979 | 95.1 | 8814 | 49.3 | 2073 | 96.4 | 8902 | 49.5 | ||||
| ≥6.0 | 4432 | 22.0 | 1085 | 88.1 | 92 | 78.6 | 65 | 67.0 | 928 | 91.2 | 896 | 87.1 | 2451 | 13.7 | 1926 | 89.5 | 2506 | 13.9 | ||||
| ≥6.5 | 1652 | 8.2 | 856 | 69.5 | 62 | 53.0 | 36 | 37.1 | 758 | 74.5 | 796 | 77.4 | 0 | 0.0 | 1652 | 76.8 | 0 | 0.0 | ||||
| ≥8.4 | 250 | 1.2 | 182 | 14.8 | 15 | 12.8 | 10 | 10.3 | 157 | 15.4 | 68 | 6.6 | 0 | 0.0 | 250 | 11.6 | 0 | 0.0 | ||||
| ≥10.5 | 48 | 0.2 | 30 | 2.4 | 1 | 0.9 | 4 | 4.1 | 25 | 2.5 | 18 | 1.7 | 0 | 0.0 | 48 | 2.2 | 0 | 0.0 | ||||
HbA1c, hemoglobin A1c; n.a., not applicable; WHO, World Health Organization.
a“Diabetes solely confirmed by laboratory data” was diagnosed if a subject met any of the following criteria: 1) a fasting PG value of 126 mg/dL or more, 2) a casual PG value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more.
b“Diabetes solely confirmed by laboratory data (1985 WHO)” was diagnosed if a subject met either of the following criteria: 1) a fasting PG value of 140 mg/dL or more, or 2) a casual PG value of 200 mg/dL or more.
cSubjects who met any of the following criteria: 1) a fasting PG value of 126 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more, 4) currently receiving diabetes treatment.
Prevalence of diabetesa in PHC-administered areas across Japan
| PHC-administered areas | A | B | C | D | E | F | G | H | I | J | Overall | |||||||||||
| Industrial composition of the area Primary:Secondary:Tertiary (%) | 25.9:32.3:41.8 | 19.4:29.8:50.8 | 26.9:37.1:36.0 | 11.5:30.2:58.3 | 0.3:40.3:59.4 | 10.5:41.6:47.9 | 25.9:44.9:29.2 | 26.5:25.8:47.6 | 37.0:19.9:43.1 | 28.4:24.3:47.3 | ||||||||||||
| Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | Initial | 5-year | |
| Total | ||||||||||||||||||||||
| Number of subjects | 3160 | 2345 | 4579 | 2511 | 4464 | 2571 | 1488 | 1887 | 734 | — | 5343 | 4677 | 1226 | 889 | 2018 | 1359 | 1734 | 385 | 3437 | 3505 | 28 183 | 20 129 |
| Crude prevalence | 8.2 | 11.1 | 7.8 | 9.4 | 8.8 | 9.2 | 9.1 | 12.8 | 6.7 | 8.3 | 13.8 | 5.5 | 10.8 | 8.0 | 9.8 | 6.3 | 5.7 | 9.0 | 11.0 | 8.1 | 11.2 | |
| Age-standardized | 8.2 | 10.3 | 8.1 | 8.5 | 8.7 | 8.2 | 9.2 | 11.8 | n.a. | n.a. | 8.8 | 13.5 | 5.6 | 11.2 | 8.7 | 8.6 | 6.7 | 5.0 | 8.5 | 11.2 | 8.2 | 10.6 |
| Males | ||||||||||||||||||||||
| Number of subjects | 1055 | 896 | 1586 | 919 | 1872 | 909 | 542 | 735 | 280 | — | 1876 | 1767 | 493 | 355 | 705 | 477 | 463 | 124 | 1396 | 1457 | 10 268 | 7639 |
| Crude prevalence | 13.0 | 14.6 | 10.5 | 11.5 | 12.5 | 11.2 | 10.3 | 16.6 | 12.5 | 11.7 | 18.3 | 7.1 | 13.2 | 12.2 | 14.0 | 9.5 | 11.3 | 11.7 | 14.2 | 11.5 | 14.6 | |
| Age-standardized | 13.3 | 13.4 | 10.9 | 11.4 | 12.2 | 9.8 | 9.7 | 15.7 | n.a. | n.a. | 12.4 | 18.7 | 7.9 | 14.4 | 13.1 | 12.2 | 8.7 | 7.0 | 10.6 | 14.8 | 11.3 | 14.1 |
| Age-standardized | 13.8 | 14.6 | 11.5 | 11.2 | 13.0 | 10.1 | 10.3 | 16.5 | n.a. | n.a. | 12.4 | 18.7 | 6.7 | 15.1 | 13.7 | 12.6 | 9.0 | 8.4 | 11.7 | 14.4 | 11.7 | 14.4 |
| Females | ||||||||||||||||||||||
| Number of subjects | 2105 | 1449 | 2993 | 1592 | 2592 | 1662 | 946 | 1152 | 454 | — | 3467 | 2910 | 733 | 534 | 1313 | 882 | 1271 | 261 | 2041 | 2048 | 17 915 | 12 490 |
| Crude prevalence | 5.8 | 9.0 | 6.3 | 8.2 | 6.1 | 8.1 | 8.5 | 10.4 | 3.1 | 6.4 | 11.1 | 4.4 | 9.2 | 5.8 | 7.5 | 5.1 | 3.1 | 7.2 | 8.7 | 6.2 | 9.1 | |
| Age-standardized | 5.6 | 8.5 | 6.5 | 7.2 | 6.3 | 7.3 | 8.7 | 9.5 | n.a. | n.a. | 7.0 | 10.8 | 4.4 | 9.2 | 6.4 | 6.7 | 5.7 | 4.1 | 7.0 | 9.0 | 6.5 | 8.6 |
| Age-standardized | 6.0 | 8.6 | 6.9 | 7.4 | 6.6 | 7.0 | 8.7 | 9.9 | n.a. | n.a. | 7.2 | 11.0 | 4.5 | 9.0 | 6.4 | 7.2 | 5.6 | 3.3 | 7.7 | 9.1 | 6.8 | 8.8 |
FPG, fasting plasma glucose; HbA1c, hemoglobin A1c; n.a., not applicable; PHC, public health center.
Age-standardized prevalence was restricted to participants aged 55–74 years because this is the only age range that is common to all areas.
aDiabetes was defined by any of the following criteria: 1) an FPG value of 126 mg/dL or more, 2) a casual plasma glucose value of 200 mg/dL or more, 3) an HbA1c value of 6.5% or more, 4) self-reported diabetes.
bStandardized to the 1985 Japanese model population.
cStandardized to the overall male population at the initial survey.
dStandardized to the overall female population at the initial survey.