| Literature DB >> 32815278 |
Prapai Dejkhamron1,2, Jeerunda Santiprabhob3,4, Supawadee Likitmaskul3,4, Chaicharn Deerochanawong5, Petch Rawdaree6, Thipaporn Tharavanij7,8, Sirimon Reutrakul9, Chawkaew Kongkanka10, Chittiwat Suprasongsin11, Nawaporn Numbenjapon12, Taninee Sahakitrungruang13, Raweewan Lertwattanarak3,14, Pontipa Engkakul15, Apiradee Sriwijitkamol3,14, Manassawee Korwutthikulrangsri16, Rattana Leelawattana17, Mattabhorn Phimphilai2,18, Somkiat Potisat19, Panthep Khananuraksa20, Cherdchai Nopmaneejumruslers3, Wannee Nitiyanant3,14.
Abstract
AIMS/Entities:
Keywords: Intensive insulin treatment; Multiple daily insulin injection; Type 1 diabetes mellitus
Mesh:
Substances:
Year: 2020 PMID: 32815278 PMCID: PMC8015826 DOI: 10.1111/jdi.13390
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Characteristics of the 1,907 type 1 diabetes patients included in this study
| Characteristics |
| Value |
|---|---|---|
| Current age (years) | 1,907 | 21.2 ± 11.3 |
| Age at diagnosis (years) | 1,892 | 13.5 ± 9.2 |
| Duration of type 1 diabetes (years) | 1,868 | 7.7 ± 6.4 |
| Sex (female) | 1,907 | 1129 (59.2%) |
| Health insurance schemes | 1,900 | |
| Civil servant medical benefit scheme | 249 (13.1%) | |
| Social security scheme | 192 (10.1%) | |
| Universal health coverage scheme | 1280 (67.4%) | |
| Others | 179 (9.4%) | |
| Household income per month | 1,191 | |
| <$300 | 272 (22.8%) | |
| $300 to <600 | 412 (34.6%) | |
| $600 to <900 | 216 (18.1%) | |
| $900 to <1,500 | 152 (12.8%) | |
| ≥$1,500 | 139 (11.7%) | |
| Mean HbA1c (%) | 1,820 | 9.35 ± 2.41 |
| Good glycemic control | 293 (16.1%) | |
| Fair glycemic control | 668 (36.7%) | |
| Poor glycemic control | 859 (47.2%) | |
| Frequency of SMBG (mean ± SD) | 1,687 | 2.06 ± 1.41 |
| ≤1/day | 659 (39.1%) | |
| 2/day | 350 (20.8%) | |
| 3/day | 337 (20.0%) | |
| ≥4/day | 341 (20.2%) | |
| Comorbidity | 1,897 | |
| Obesity | 131 (6.9%) | |
| Dyslipidemia | 523 (27.6%) | |
| Hypertension | 173 (9.1%) | |
| Prevalence of DKA per year | 1,815 | 186 (10.2%) |
| Prevalence of severe hypoglycemia per year | 1,638 | 140 (8.5%) |
| Diabetic retinopathy | 1,339 | 142 (10.6%) |
| Diabetic nephropathy | 1,330 | 305 (22.9%) |
| Diabetic neuropathy | 577 | 30 (5.2 %) |
Data presented as number and percentage or mean ± standard deviation. Income is shown in US dollars. Good glycemic control: glycated hemoglobin (HbA1c) <7.5% in the <18 years age group, and <7.0% in the ≥18 years age group; fair glycemic control: HbA1c within the range of 7.5–9.0% in the <18 years age group, and within the range of 7.0–9.0% in the ≥18 years age group; and, poor glycemic control: HbA1c >9% in all age groups. DKA, diabetic ketoacidosis; SBMG, self‐monitoring of blood glucose.
Participant characteristics stratified by age group
| Total | Age group (years) | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| <6 | 6 to <10 | 10 to <14 | 14 to <18 | 18 to <25 | 25 to <45 | ≥45 |
| ||
| ( | ( | ( | ( | ( | ( | ( | ( | ||
| Sex (female) | 1,121 (59.2%) | 30 (50.0%) | 80 (54.8%) | 192 (61.2%) | 208 (58.9%) | 270 (58.4%) | 301 (61.4%) | 40 (59.7%) | 0.556 |
| Duration of disease (years) | 1,861 | 1 (0–2) | 0 (1–4) | 3 (1–5) | 5 (3–8) | 8 (4–11) | 10 (5–16) | 19 (10–27) | <0.001* |
| HbA1c (%) | 1,820 | 8.98 ± 1.90 | 9.20 ± 1.88 | 9.54 ± 2.21 | 9.89 ± 2.60 | 9.63 ± 2.68 | 8.85 ± 2.29 | 8.03 ± 1.26 | <0.001* |
| Good glycemic control | 13 (22.0%) | 19 (13.5%) | 47 (15.4%) | 62 (18.1%) | 57 (12.9%) | 85 (18.4%) | 10 (14.9%) | <0.001* | |
| Fair glycemic control | 21 (35.6%) | 58 (41.1%) | 89 (29.1%) | 84 (24.6%) | 162 (36.6%) | 205 (44.3%) | 49 (73.1%) | ||
| Poor glycemic control | 25 (42.4%) | 64 (45.4%) | 170 (55.6%) | 196 (57.3%) | 223 (50.4%) | 173 (37.4%) | 8 (11.9%) | ||
| Insulin regimen | 1,862 | ||||||||
| Conventional treatment | 30 (50.0%) | 88 (60.3%) | 149 (48.4%) | 149 (42.8%) | 180 (39.6%) | 208 (43.3%) | 18 (27.3%) | 0.001* | |
| Intensive treatment | 30 (50.0%) | 58 (39.7%) | 159 (51.6%) | 199 (57.2%) | 274 (60.4%) | 272 (56.7%) | 48 (72.7%) | ||
| Basal–bolus regimen | 29 (48.3%) | 58 (39.7%) | 155 (50.3%) | 197 (56.6%) | 267 (58.8%) | 266 (55.4%) | 48 (72.7%) | ||
| Continuous subcutaneous insulin infusion | 1 (1.7%) | 0 (0.0%) | 4 (1.3%) | 2 (0.6%) | 7 (1.5%) | 6 (1.2%) | 0 (0.0%) | ||
| SMBG | 1,687 | 3 (2–4) | 3 (2–4) | 3 (2–4) | 2 (1–3) | 2 (1–3) | 1 (0–2) | 2 (1–3) | |
|
| 9 (17.0%) | 25 (18.1%) | 67 (22.7%) | 111 (33.6%) | 201 (49.1%) | 226 (55.7%) | 20 (35.7%) | <0.001* | |
| 2/day | 11 (20.8%) | 23 (16.7%) | 50 (17.0%) | 82 (24.8%) | 87 (21.3%) | 83 (20.4%) | 14 (25.0%) | ||
| 3/day | 12 (22.6%) | 39 (28.3%) | 88 (29.8%) | 71 (21.5%) | 62 (15.2%) | 53 (13.0%) | 12 (21.4%) | ||
|
| 21 (39.6%) | 51 (37.0%) | 90 (30.5%) | 66 (20.0%) | 59 (14.4%) | 44 (10.8%) | 10 (17.9%) | ||
| Prevalence of DKA per year | 1,815 | 3 (5.1%) | 8 (5.6%) | 45 (14.6%) | 38 (11.0%) | 58 (13.2%) | 31 (6.8%) | 3 (4.6%) | 0.001* |
| Prevalence of severe hypoglycemia per year | 1,638 | 3 (5.3%) | 10 (7.0%) | 20 (6.6%) | 19 (5.5%) | 35 (8.1%) | 44 (10.1%) | 9 (14.3%) | 0.105 |
| Diabetic retinopathy | 1,339 | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 20 (6.1%) | 98 (25.4%) | 24 (40.0%) | <0.001* |
| Diabetic nephropathy | 1,330 | 0 (0.0%) | 5 (9.4%) | 15 (7.8%) | 47 (17.5%) | 90 (25.6%) | 123 (31.6%) | 25 (41.0%) | <0.001* |
| Diabetic neuropathy | 577 | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 4 (2.2%) | 16 (6.1%) | 10 (33.3%) | <0.001* |
Data presented as number and percentage, median and interquartile range or mean ± standard deviation. *A P‐value <0.05 shows statistical significance. Good glycemic control: glycated hemoglobin (HbA1c) <7.5% in the <18 years age group, and <7.0% in the ≥18 years age group; fair glycemic control: HbA1c within the range of 7.5–9.0% in the <18 years age group, and within the range of 7.0–9.0% in the ≥18 years age group; and poor glycemic control: HbA1c >9% in all age groups. DKA, diabetic ketoacidosis; SBMG, self‐monitoring of blood glucose.
Figure 1(a) Mean glycated hemoglobin (HbA1c) of 1,820 patients with type 1 diabetes stratified by age. (b) Percentage of patients achieving HbA1c targets stratified by age group. The HbA1c target for those aged <18 years was <7.5%, and the HbA1c target for those aged ≥18 years was <7.0%. CI, confidence interval; DM, diabetes mellitus.
Figure 2Frequency of self‐monitoring of blood glucose (SMBG) relative to glycated hemoglobin (HbA1c) among patients with type 1 diabetes.
Clinical and biochemical characteristics of patients with type 1 diabetes stratified by insulin regimen
| Characteristics |
| Conventional insulin treatment ( | Intensive insulin treatment ( |
|
|---|---|---|---|---|
| Health insurance scheme | 1,741 | |||
| Civil servant medical benefit scheme | 69 (9.2%) | 160 (16.2%) | <0.001* | |
| Social security scheme | 65 (8.6%) | 100 (10.1%) | ||
| Universal health coverage scheme | 558 (74.0%) | 632 (64.0%) | ||
| Others | 62 (8.2%) | 95 (9.6%) | ||
| Gender, female | 1,748 | 421 (55.8%) | 616 (62.0%) | <0.001* |
| Age at diagnosis (years) | 1,717 | 12.3 ± 7.8 | 13.3 ± 9.4 | 0.023* |
| Current age (years) | 1,733 | 19.1 ± 10.0 | 21.5 ± 11.4 | <0.001* |
| Duration of type 1 diabetes (years) | 1,714 | 5.6 (2.5–9.5) | 6.2 (3.1–11.9) | 0.003* |
| HbA1c (%) | 1,676 | 9.63 ± 2.34 | 9.17 ± 2.46 | 0.002* |
| Good glycemic control | 94 (13.4%) | 181 (18.6%) | <0.001* | |
| Fair glycemic control | 233 (33.2%) | 372 (38.2%) | ||
| Poor glycemic control | 375 (53.4%) | 421 (43.2%) | ||
| Frequency of SMBG | 1,563 | 2 (1–3) | 3 (1–4) | <0.001* |
| ≤1/day | 318 (49.3%) | 254 (27.7%) | <0.001* | |
| 2/day | 161 (25.0%) | 169 (18.4%) | ||
| 3/day | 110 (17.0%) | 211 (23.0%) | ||
| ≥4/day | 56 (8.7%) | 284 (30.9%) | ||
| Prevalence of DKA | 1,677 | 70 (10.0%) | 104 (10.7%) | 0.657 |
| Prevalence of severe hypoglycemia | 1,646 | 48 (7.0%) | 81 (8.5%) | 0.271 |
| Diabetic retinopathy | 1,205 | 59 (12.3%) | 62 (8.5%) | 0.031* |
| Diabetic nephropathy | 1,204 | 112 (23.8%) | 155 (21.2%) | 0.238 |
| Diabetic neuropathy | 505 | 9 (5.4%) | 19 (5.6%) | 0.951 |
Data presented as number and percentage, mean ± standard deviation, or median and interquartile range. *A P‐value <0.05 shows statistical significance. Good glycemic control: glycated hemoglobin (HbA1c) <7.5% in the <18 years age group, and <7.0% in the ≥18 years age group; fair glycemic control: HbA1c within the range of 7.5–9.0% in the <18 years age group, and within the range of 7.0–9.0% in the ≥18 years age group; and poor glycemic control: HbA1c >9% in all age groups. DKA, diabetic ketoacidosis; SBMG, self‐monitoring of blood glucose.
Analysis for predictors of metabolic control achievement in patients with type 1 diabetes
| Factors |
| Achieved metabolic control | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|---|---|
| OR | 95% CI |
| AOR | 95% CI |
| |||
| Age (years) | ||||||||
| <6 | 35 | 6 (17.1%) | 1.39 | 0.45–3.62 | 0.487 | 0.65 | 0.20–2.10 | 0.471 |
| 6 to <10 | 106 | 12 (11.3%) | 0.86 | 0.40–1.71 | 0.649 | 0.60 | 0.27–1.34 | 0.213 |
| 10 to <14 | 265 | 37 (14.0%) | 1.09 | 0.67–1.76 | 0.716 | 0.86 | 0.48–1.54 | 0.603 |
| 14 to <18 | 318 | 55 (17.3%) | 1.40 | 0.91–2.17 | 0.108 | 1.31 | 0.79–2.19 | 0.296 |
| 18 to <25 | 393 | 51 (13.0%) | Ref. | Ref. | ||||
| 25 to <45 | 375 | 74 (19.7%) | 1.65 | 1.10–2.48 | 0.011* | 2.00 | 1.07–3.76 | 0.030* |
| ≥45 | 50 | 8 (16.0%) | 1.28 | 0.49–2.96 | 0.554 | 1.16 | 0.39–3.48 | 0.792 |
| Duration of disease (years) | ||||||||
| 1 to <5 | 607 | 106 (17.5%) | 1.45 | 1.02–2.08 | 0.031* | 1.65 | 1.11–2.45 | 0.014* |
| 5 to <10 | 480 | 61 (12.7%) | Ref. | Ref. | ||||
| 10 to <20 | 364 | 61 (16.8%) | 1.38 | 0.92–2.07 | 0.098 | 1.18 | 0.74–1.88 | 0.478 |
| 20 to <30 | 74 | 12 (16.2%) | 1.33 | 0.62–2.67 | 0.406 | 0.94 | 0.39–2.26 | 0.893 |
| ≥30 | 18 | 3 (16.7%) | 1.37 | 0.25–5.06 | 0.622 | 0.86 | 0.17–4.49 | 0.863 |
| Sex | ||||||||
| Male | 635 | 97 (15.3%) | Ref. | |||||
| Female | 908 | 146 (16.1%) | 1.06 | 0.80–1.42 | 0.670 | |||
| Health insurance schemes | ||||||||
| Civil servant medical benefit scheme | 205 | 37 (18.0%) | 1.28 | 0.83–1.92 | 0.225 | |||
| Social security scheme | 151 | 21 (13.9%) | 0.94 | 0.54–1.55 | 0.794 | |||
| Universal health coverage scheme | 1040 | 153 (14.7%) | Ref. | |||||
| Others | 140 | 31 (22.1%) | 1.65 | 1.03–2.58 | 0.023* | |||
| Education level | ||||||||
| Currently studying | 887 | 132 (14.9%) | Ref. | Ref. | ||||
| Less than bachelor’s degree | 233 | 27 (11.6%) | 0.75 | 0.46–1.18 | 0.200 | 0.63 | 0.33–1.20 | 0.161 |
| Bachelor’s degree, master’s degree or higher | 213 | 48 (22.5%) | 1.66 | 1.12–2.44 | 0.007* | 1.27 | 0.63–2.55 | 0.499 |
| Insulin regimen and frequency of SMBG | ||||||||
| Conventional and ≤1 time/day | 274 | 32 (11.7%) | Ref. | Ref. | ||||
| Conventional and 2 times/day | 139 | 23 (16.6%) | 1.50 | 0.80–2.78 | 0.169 | 1.89 | 0.99–3.60 | 0.053 |
| Conventional and ≥3 times/day | 148 | 18 (12.2%) | 1.05 | 0.53–2.01 | 0.883 | 1.39 | 0.69–2.80 | 0.352 |
| Intensive and ≤1 time/day | 232 | 29 (12.5%) | 1.08 | 0.61–1.91 | 0.777 | 1.05 | 0.57–1.96 | 0.867 |
| Intensive and 2 times/day | 161 | 18 (11.2%) | 0.95 | 0.48–1.82 | 0.875 | 0.99 | 0.50–1.93 | 0.972 |
| Intensive and ≥3 times/day | 430 | 101 (23.5%) | 2.32 | 1.49–3.69 | <0.001* | 2.80 | 1.71–4.58 | <0.001* |
Categorical data are presented as number and percentage. *A P‐value <0.05 shows statistical significance.
Input variables were age, duration of disease, health insurance schemes, educational level, insulin regimen and self‐monitoring of blood glucose (SMBG). AOR, adjusted odds ratio; CI, confidence interval; OR, odds ratio; Ref., reference