| Literature DB >> 35980313 |
Ryo Tsukaguchi1, Takaaki Murakami1, Satoshi Yoshiji1, Kenichiro Shide2, Yoshihito Fujita1, Masahito Ogura1, Nobuya Inagaki1.
Abstract
AIMS/INSTRUCTION: During the coronavirus disease 2019 (COVID-19) pandemic, the lockdowns in Europe raised concerns about negative effects on glycemic control and body composition in patients with diabetes. In Japan, voluntary-based restrictions were imposed as the declaration of a state of emergency (DSE), whose metabolic consequences have not been fully investigated. We carried out a single-center retrospective study to evaluate changes in glycemic control and body composition in outpatients with glucose intolerance after the DSE.Entities:
Keywords: Body composition; COVID-19; Social restrictions
Year: 2022 PMID: 35980313 PMCID: PMC9538039 DOI: 10.1111/jdi.13893
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 3.681
Figure 1The number of outpatients enrolled in the present study. There were 1,343 outpatients whose data of body composition were available during period 2019, and 769 outpatients whose data of body composition were also available during period 2020–2021. Among them, 519 outpatients had glucose intolerance (GI). A total of 104 patients were excluded for various reasons, and finally, we identified 415 eligible patients with GI in this study.
Clinical characteristics of enrolled patients and profile changes in 2018–2020/2021
| 2018 | 2019 | 2020–2021 | Change from 2018 to 2019 |
| Change from 2019 to 2020–2021 |
| |
|---|---|---|---|---|---|---|---|
|
| 353 (209/144) | 415 (248/167) | |||||
| Age (years) | 65.1 ± 12.3 | 64.8 ± 12.4 | |||||
| Type of diabetes (BGI/type 2/type 1/other) | 27/310/9/7 | 31/364/12/8 | |||||
| Diabetes duration (years) | 9 (3,15) | ||||||
| eGFR (mL/min/1.73 m2) | 68.2 ± 18.3 | 66.5 ± 18.1 | 66.2 ± 18.9 | −1.68 ± 6.79 | <0.001* | −0.38 ± 0.38 | 0.556 |
| HbA1c (%) | 7.27 ± 1.10 | 7.33 ± 1.15 | 7.38 ± 1.18 | 0.06 ± 0.65 | 0.069 | 0.05 ± 0.04 | 0.197 |
| Bodyweight (kg) | 70.2 ± 16.5 | 70.0 ± 16.5 | 70.3 ± 17.0 | −0.22 ± 2.75 | 0.127 | 0.32 ± 0.15 | 0.034* |
| BMI (kg/m2) | 26.2 ± 5.0 | 26.1 ± 4.9 | 26.2 ± 5.2 | −0.09 ± 1.02 | 0.089 | 0.13 ± 0.05 | 0.018* |
| Skeletal muscle mass (kg) | 26.3 ± 6.0 | 26.2 ± 5.9 | 26.1 ± 6.0 | −0.08 ± 0.84 | 0.093 | −0.12 ± 0.05 | 0.016* |
| Skeletal muscle percentage (%) | 37.7 ± 4.9 | 37.7 ± 4.9 | 37.4 ± 4.9 | 0.04 ± 1.56 | 0.635 | −0.32 ± 0.08 | <0.001* |
| SMI (kg/m2) | 9.7 ± 1.4 | 9.7 ± 1.4 | 9.7 ± 1.4 | −0.03 ± 0.31 | 0.112 | −0.04 ± 0.02 | 0.032* |
| Body fat mass (kg) | 22.2 ± 10.2 | 22.1 ± 10.2 | 22.6 ± 10.7 | −0.13 ± 2.72 | 0.356 | 0.45 ± 0.14 | 0.001* |
| Body fat percentage (%) | 30.8 ± 8.4 | 30.8 ± 8.4 | 31.2 ± 8.4 | −0.15 ± 2.72 | 0.317 | 0.47 ± 0.14 | 0.001* |
| Lean body mass (kg) | 48.0 ± 10.0 | 47.9 ± 9.9 | 47.8 ± 10.0 | −0.09 ± 1.43 | 0.243 | −0.14 ± 0.08 | 0.108 |
| No. visiting hospital (times/year) | 6 (4, 7) | 5 (4, 6) | −0.53 ± 0.10 | <0.001* | |||
| No. nutritional guidance (times/year) | 5 (4, 6) | 4 (3, 5) | −1.02 ± 2.10 | 0.017* | |||
| Comorbidities | |||||||
| Dyslipidemia | 354 (85.5%) | ||||||
| Hypertension | 274 (66.0%) | ||||||
| Nephropathy (stage ≥2) | 159 (39.6%) | ||||||
| Retinopathy | 103 (30.7%) | ||||||
| Cardiovascular disease | 77 (18.6%) | ||||||
| Antidiabetic drugs | |||||||
| DPP‐4 inhibitor | 196 (47.2%) | 197 (47.5%) | 0.945 | ||||
| Sulfonylurea | 82 (19.8%) | 83 (20.0%) | 0.931 | ||||
| Glinide | 23 (5.5%) | 26 (6.3%) | 0.659 | ||||
| Metformin | 156 (37.6%) | 169 (40.7%) | 0.355 | ||||
| Thiazolidine | 9 (2.2%) | 9 (2.2%) | 1.000 | ||||
| SGLT2 inhibitor | 78 (18.8%) | 87 (21.0%) | 0.434 | ||||
| α‐Glucosidase inhibitor | 25 (6.0%) | 24 (5.8%) | 0.883 | ||||
| GLP‐1 receptor agonist | 25 (6.0%) | 31 (7.5%) | 0.406 | ||||
| Insulin | 84 (20.2%) | 85 (20.5%) | 0.931 | ||||
Data are presented as mean ± standard deviation, median (1st, 3rd) or n (%), except for changes from 2019 to 2020–2021 presented as mean ± standard error. The data at period 2018, 2019 and 2020–2021 were obtained from 1 January 2018 to 31 December 2018, from 1 January 2019 to 31 December 2019, and from 1 June 2020 to 31 May 2021, respectively. *P‐value <0.05.
BGI, borderline glucose intolerance; BMI, body mass index; DPP‐4, dipeptidyl peptidase‐4; eGFR, estimated glomerular filtration rate; GLP‐1, glucagon‐like peptide‐1; HbA1c, glycated hemoglobin; SGLT2, sodium–glucose cotransporter 2; SMI, skeletal muscle index.
Association of body composition changes with glycemic control during declaration of a state of emergency
| ΔHbA1c (%) | |
|---|---|
| ΔBodyweight (kg) | 0.37 (<0.001*) |
| ΔBMI (kg/m2) | 0.36 (<0.001*) |
| ΔSkeletal muscle mass (kg) | −0.02 (0.732) |
| ΔSkeletal muscle percentage (%) | −0.32 (<0.001*) |
| ΔSMI (kg/m2) | −0.02 (0.747) |
| ΔBody fat mass (kg) | 0.41 (<0.001*) |
| ΔBody fat percentage (%) | 0.35 (<0.001*) |
| ΔLean body mass (kg) | −0.03 (0.550) |
Data are presented as correlation coefficient (P value). *P value <0.05.
BMI, body mass index; SMI, skeletal muscle index.
Changes in glycated hemoglobin and body compositions between the worsening group and the non‐worsening group
| Worsening group ( | Non‐worsening group ( |
| |
|---|---|---|---|
| ΔHbA1c (%) | 0.82 ± 0.05 | −0.30 ± 0.03 | <0.001* |
| ΔBody weight (kg) | 1.76 ± 0.29 | −0.33 ± 0.16 | <0.001* |
| ΔBMI (kg/m2) | 0.66 ± 0.11 | −0.11 ± 0.06 | <0.001* |
| ΔSkeletal muscle mass (kg) | −0.12 ± 0.09 | −0.12 ± 0.06 | 0.994 |
| ΔSkeletal muscle percentage (%) | −0.99 ± 0.12 | −0.03 ± 0.10 | <0.001* |
| ΔSMI (kg/m2) | −0.04 ± 0.03 | −0.04 ± 0.02 | 0.989 |
| ΔBody fat mass (kg) | 1.92 ± 0.23 | −0.20 ± 0.16 | <0.001* |
| ΔBody fat percentage (%) | 1.71 ± 0.21 | −0.08 ± 0.17 | <0.001* |
| ΔLean body mass (kg) | −0.16 ± 0.15 | −0.13 ± 0.10 | 0.846 |
| ΔNo. hospital visits (times/year) | −0.59 ± 0.17 | −0.50 ± 0.11 | 0.701 |
The worsening group and non‐worsening is defined as the patients with increase of HbA1c level by 0.3% or more and those without, respectively. The data are presented as mean ± standard error. *P value <0.05.
BMI, body mass index; HbA1c, glycated hemoglobin; SMI, skeletal muscle index.
Figure 2Changes in glycated hemoglobin (HbA1c) and body mass index from 2018 to the period 2020–2021 in the patients with and without worsening of glycemic control during the state of emergency. (a) Changes in HbA1c. (b) Changes in body mass index (BMI). The worsening group (red line) comprised the patients whose HbA1c levels increased by ≥0.3% o during the state of emergency, and the non‐worsening group (black line) comprised the patients whose HbA1c level increased by <0.3%. The data during period 2018 were obtained from 1 January 2018 to 31 December 2018 (109 patients in the worsening group, 244 in the non‐worsening group); the data during period 2019, from 1 January 2019 to 31 December 2019 (128 and 287 patients, respectively); and data during period 2020–2021, from 1 June 2020 to 31 May 2021 (128 and 287 patients, respectively). Each parameter is shown as the mean ± standard deviation. *P < 0.05.
Figure 3Changes in body composition from period 2018 to period 2020–2021 in patients with and without worsening of glycemic control during the state of emergency. (a) Changes in skeletal muscle mass. (b) Changes in lean body mass. (c) Changes in body fat mass. (d) Changes in body fat percentage. Patients whose glycated hemoglobin (HbA1c) levels increased by ≥0.3% during the state of emergency were classified as the worsening group (red line), and those without such an increase, as the non‐worsening group (black line). The data during period 2018 were obtained from 1 January 2018 to 31 December 2018 (109 patients in the worsening group, 244 in the non‐worsening group); during period 2019, from 1 January 2019 to 31 December 2019 (128 and 287 patients, respectively); and during period 2020–2021, from 1 June 2020 to 31 May 2021 (128 and 287 patients, respectively). Each parameter is shown as the mean ± standard deviation. *P < 0.05.
Changes in body composition and lifestyle between the elderly and younger patients with worsening of glycemic control during the declaration of a state of emergency
| Elderly group ( | Younger group ( |
| |
|---|---|---|---|
| ΔHbA1c (%) | 0.76 ± 0.06 | 0.91 ± 0.09 | 0.172 |
| ΔBodyweight (kg) | 1.44 ± 0.28 | 2.16 ± 0.55 | 0.220 |
| ΔBMI (kg/m2) | 0.56 ± 0.10 | 0.78 ± 0.20 | 0.297 |
| ΔSkeletal muscle mass (kg) | −0.13 ± 0.10 | −0.10 ± 0.16 | 0.876 |
| ΔSkeletal muscle percentage (%) | −0.99 ± 0.19 | −0.98 ± 0.15 | 0.976 |
| ΔSMI (kg/m2) | −0.04 ± 0.04 | −0.03 ± 0.06 | 0.831 |
| ΔBody fat mass (kg) | 1.56 ± 0.27 | 2.37 ± 0.39 | 0.082 |
| ΔBody fat percentage (%) | 1.64 ± 0.30 | 1.81 ± 0.28 | 0.690 |
| ΔLean body mass (kg) | −0.12 ± 0.16 | −0.21 ± 0.26 | 0.755 |
| ΔHospital visits (times/year) | −0.55 ± 0.24 | −0.65 ± 0.24 | 0.465 |
| Increased snack intake ( | 19 (31.67%) | 13 (21.67%) | 0.939 |
| Exercise frequency changes ( | 15 (25.00%) | 9 (21.43%) | 0.676 |
The elderly group and younger group are defined as the patients whose ages were ≥65 years, and those who were aged ≤65 years, respectively. Changes of glycated hemoglobin (HbA1c), body compositions and the number of visiting a hospital are presented as the mean ± standard error. *P‐value <0.050.
BMI, body mass index; SMI, skeletal muscle index.