| Literature DB >> 33768726 |
Mitsuyoshi Takahara1, Hirotaka Watanabe2, Toshihiko Shiraiwa3, Yoshifumi Maeno3, Kaoru Yamamoto3, Yuka Shiraiwa3, Yoko Yoshida3, Norio Nishioka3, Naoto Katakami2, Iichiro Shimomura2.
Abstract
AIMS/Entities:
Keywords: Coronavirus disease 2019; Glycemic control; Lifestyle change
Mesh:
Substances:
Year: 2021 PMID: 33768726 PMCID: PMC8250997 DOI: 10.1111/jdi.13555
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Participant flow diagram.
Clinical features of study participants, who responded to the interview sheet between 28 March and 30 May 2020
|
| 1,402 | |
| Male sex | 863 (61.6%) | |
| Age (years) | 67 ± 13 | |
| Type 1 diabetes | 70 (5.0%) | |
| Duration of diabetes (years) | 14 ± 9 | (Data missing, |
| Hypertension | 880 (62.8%) | |
| Dyslipidemia | 1,010 (72.0%) | |
| Weight and glycemic control in February 2020 | ||
| Bodyweight (kg) | 64.9 ± 14.2 | (Data missing, |
| Body mass index (kg/m2) | 24.8 ± 4.1 | (Data missing, |
| Hemoglobin A1c | 7.2 ± 0.9 | (Data missing, |
| Insulin use | 391 (27.9%) | |
| Glucagon‐like peptide‐1 receptor agonist use | 117 (8.3%) | |
| Oral antihyperglycemic agent use | 1,132 (80.7%) | |
| Lifestyle change during COVID‐19 pandemic (response to the interview sheet) | ||
| Response during a state of emergency (from 7 April to 20 May 2020) | 926 (66.0%) | |
| Leisure time physical activities | ||
| Decreased | 369 (26.3%) | |
| Due to COVID‐19 pandemic | 295 (79.9%) | |
| Unchanged | 961 (68.5%) | |
| Increased | 72 (5.1%) | |
| Due to COVID‐19 pandemic | 26 (36.6%) | (Data missing, |
| Other physical activities | ||
| Decreased | 360 (25.7%) | |
| Due to COVID‐19 pandemic | 311 (86.4%) | |
| Unchanged | 988 (70.5%) | |
| Increased | 54 (3.9%) | |
| Due to COVID‐19 pandemic | 19 (35.2%) | |
| Amount of meals | ||
| Decreased | 116 (8.3%) | |
| Due to COVID‐19 pandemic | 23 (20.0%) | (Data missing, |
| Unchanged | 1,178 (84.0%) | |
| Increased | 108 (7.7%) | |
| Due to COVID‐19 pandemic | 45 (42.1%) | (Data missing, |
| Amount of snacks | ||
| Decreased | 142 (10.1%) | |
| Due to COVID‐19 pandemic | 21 (14.8%) | |
| Unchanged | 1,039 (74.1%) | |
| Increased | 221 (15.8%) | |
| Due to COVID‐19 pandemic | 141 (63.8%) | |
| Decline in eating out | 624 (44.5%) | |
| Due to COVID‐19 pandemic | 569 (91.2%) | |
| Change of antihyperglycemic medication regimens from February to May 2020 | 152 (10.8%) | |
| Classified according to intensification of antihyperglycemic effect | ||
| Antihyperglycemic drugs increased | 98 (64.5%) | |
| Antihyperglycemic drugs decreased | 42 (27.6%) | |
| Antihyperglycemic drugs switched | 12 (7.9%) | |
| Classified according to association with weight change | ||
| Weight‐gaining drugs increased or weight‐reducing drugs decreased | 56 (36.8%) | |
| Weight ‐gaining drugs decreased or weight‐reducing drugs increased | 46 (30.3%) | |
| Both weight‐gaining drugs and weight‐reducing drugs increased or decreased | 6 (3.9%) | |
| Only weight‐neutral drugs changed | 44 (28.9%) |
Data are mean ± standard deviation or frequency (percentage).
COVID‐19, coronavirus disease 2019.
Weight‐gaining drugs include sulfonylureas, glinides, thiazolidinediones and insulin, weight‐reducing drugs include sodium–glucose cotransporter 2 inhibitors and glucagon‐like peptide‐1 receptor agonists, and weight‐neutral drugs include metformin, dipeptidyl peptidase‐4 inhibitors and alpha glucosidase inhibitors, respectively.
Figure 2Clinically important hemoglobin A1c (HbA1c) change by lifestyle change during the coronavirus disease 2019 pandemic. Data are proportions and 95% confidence intervals of clinically important change of HbA1c levels (i.e., HbA1c increase or decrease by ≥0.3% between February and May 2020) in subgroups classified according to the change of (a) leisure‐time physical activities, (b) other outside physical activities, (c) the amount of meals and (d) the amount of snacks. P‐values were derived from the cumulative link models.
Adjusted association of lifestyle change with hemoglobin A1c change during the coronavirus disease 2019 pandemic
| Regression coefficient for HbA1c change (as a continuous variable; linear regression model) | Odds ratio for clinically important HbA1c change (cumulative link model) | |
|---|---|---|
| Multivariate model 1 | ||
| Leisure time physical activities | −0.06 [−0.12 to −0.01] ( | 0.71 [0.56 to 0.90] ( |
| Other physical activities | 0.03 [−0.03 to 0.08] ( | 1.02 [0.81 to 1.30] ( |
| Amount of meals | 0.06 [−0.01 to 0.13] ( | 1.40 [1.06 to 1.85] ( |
| Amount of snacks | 0.09 [0.04 to 0.14] ( | 1.44 [1.14 to 1.82] ( |
| Multivariate model 2 (adjusted for patient attributes) | ||
| Leisure time physical activities | −0.06 [−0.11 to −0.01] ( | 0.72 [0.56 to 0.91] ( |
| Other physical activities | 0.03 [−0.02 to 0.08] ( | 1.01 [0.79 to 1.29] ( |
| Amount of meals | 0.06 [−0.01 to 0.13] ( | 1.38 [1.05 to 1.83] ( |
| Amount of snacks | 0.08 [0.03 to 0.14] ( | 1.43 [1.13 to 1.81] ( |
| Multivariate model 3 | ||
| Leisure time physical activities | −0.06 [−0.11 to −0.01] ( | 0.72 [0.57 to 0.91] ( |
| Other physical activities | 0.03 [−0.03 to 0.08] ( | 1.01 [0.79 to 1.29] ( |
| Amount of meals | ||
| With decline in eating out | 0.12 [0.03 to 0.21] ( | 1.79 [1.21 to 2.66] ( |
| Without decline in eating out | 0.00 [−0.09 to 0.09] ( | 1.10 [0.75 to 1.60] ( |
| Amount of snacks | 0.09 [0.04 to 0.14] ( | 1.42 [1.13 to 1.80] ( |
| Multivariate model 4 (adjusted for patient attributes) | ||
| Leisure time physical activities | −0.06 [−0.11 to −0.01] ( | 0.72 [0.57 to 0.92] ( |
| Other physical activities | 0.03 [−0.03 to 0.08] ( | 0.98 [0.77 to 1.26] ( |
| Amount of meals | ||
| With decline in eating out | 0.12 [0.03 to 0.21] ( | 1.78 [1.20 to 2.64] ( |
| Without decline in eating out | 0.00 [−0.09 to 0.09] ( | 1.07 [0.74 to 1.57] ( |
| Amount of snacks | 0.08 [0.03 to 0.13] ( | 1.41 [1.12 to 1.78] ( |
Data are regression coefficients [95% confidence intervals] for the change of hemoglobin A1c (HbA1c) levels (%;as a continuous variable) and odds ratios [95% confidence intervals] for clinically important change of HbA1c (i.e., by ≥0.3%). Each lifestyle change was coded as “decreased” (−1 point), “unchanged” (0 point) and “increased” (1 point). The explanatory variables entered in multivariate models 1 and 3 were lifestyle changes (see below) and medication changes, whereas multivariate models 2 and 4 were further adjusted for patient attributes (sex, age, type of diabetes, duration of diabetes, hypertension, dyslipidemia and medication use). Lifestyle changes entered in multivariate model 1 and 2 were the change of leisure time physical activities, other outside physical activities, the amount of meals and the amount of snacks, whereas in multivariate models 3 and 4, the amount of meals was stratified according to the decline in eating out.
Figure 3Clinically important bodyweight change by lifestyle change during the coronavirus disease 2019 pandemic. Data are proportions and 95% confidence intervals of clinically important percentage change of bodyweight (i.e., bodyweight increase or decrease by ≥3% between February and May 2020) in subgroups classified according to the change of (a) leisure time physical activities, (b) other outside physical activities, (c) the amount of meals and (d) the amount of snacks. P‐values were derived from the cumulative link models.
Adjusted association of lifestyle change with body weight change during the coronavirus disease 2019 pandemic
| Regression coefficient for bodyweight change (as a continuous variable; linear regression model) | Odds ratio for clinically important bodyweight change (cumulative link model) | |
|---|---|---|
| Multivariate model 1 | ||
| Leisure time physical activities | −0.49 [−0.81 to −0.17] ( | 0.68 [0.51 to 0.90] ( |
| Other physical activities | 0.16 [−0.16 to 0.49] ( | 1.14 [0.86 to 1.50] ( |
| Amount of meals | 1.22 [0.76 to 1.68] ( | 2.64 [1.85 to 3.77] ( |
| Amount of snacks | 0.48 [0.14 to 0.82] ( | 1.32 [0.97 to 1.80] ( |
| Multivariate model 2 (adjusted for patient attributes) | ||
| Leisure time physical activities | −0.47 [−0.78 to −0.15] ( | 0.70 [0.53 to 0.92] ( |
| Other physical activities | 0.22 [−0.10 to 0.54] ( | 1.18 [0.88 to 1.57] ( |
| Amount of meals | 1.23 [0.78 to 1.69] ( | 2.70 [1.89 to 3.85] ( |
| Amount of snacks | 0.42 [0.09 to 0.74] ( | 1.28 [0.94 to 1.73] ( |
| Multivariate model 3 | ||
| Leisure time physical activities | −0.47 [−0.79 to −0.16] ( | 0.68 [0.51 to 0.91] ( |
| Other physical activities | 0.14 [−0.19 to 0.47] ( | 1.08 [0.81 to 1.44] ( |
| Amount of meals | ||
| With decline in eating out | 1.64 [1.08 to 2.20] ( | 3.70 [2.28 to 6.01] ( |
| Without decline in eating out | 0.79 [0.16 to 1.43] ( | 1.79 [1.07 to 2.98] ( |
| Amount of snacks | 0.46 [0.12 to 0.79] ( | 1.30 [0.96 to 1.77] ( |
| Multivariate model 4 (adjusted for patient attributes) | ||
| Leisure time physical activities | −0.46 [−0.78 to −0.14] ( | 0.70 [0.53 to 0.93] ( |
| Other physical activities | 0.17 [−0.15 to 0.50] ( | 1.11 [0.83 to 1.48] ( |
| Amount of meals | ||
| With decline in eating out | 1.64 [1.09 to 2.19] ( | 3.76 [2.30 to 6.16] ( |
| Without decline in eating out | 0.81 [0.19 to 1.44] ( | 1.83 [1.10 to 3.03] ( |
| Amount of snacks | 0.39 [0.07 to 0.71] ( | 1.25 [0.92 to 1.69] ( |
Data are regression coefficients [95% confidence intervals] for the percentage change of bodyweight (%; as a continuous variable) and odds ratios [95% confidence intervals] for clinically important percentage change of bodyweight (i.e., by ≥3%). Each lifestyle change was coded as “decreased” (−1 point), “unchanged” (0 point) and “increased” (1 point). The explanatory variables entered in multivariate models 1 and 3 were lifestyle changes (see below) and medication changes, whereas multivariate models 2 and 4 were further adjusted for patient attributes (sex, age, type of diabetes, duration of diabetes, hypertension, dyslipidemia and medication use). Lifestyle changes entered in multivariate models 1 and 2 were the change of leisure time physical activities, other outside physical activities, the amount of meals and the amount of snacks, whereas in multivariate models 3 and 4, the amount of meals was stratified according to the decline in eating out.