| Literature DB >> 30479669 |
Rodrigo Nunes Lamounier1, Bruno Geloneze2, Silmara Oliveira Leite3, Renan Montenegro4, Lenita Zajdenverg5, Milene Fernandes6, Fabiano de Oliveira Griciunas7, Mariana Narbot Ermetice7, António Roberto Chacra8.
Abstract
BACKGROUND: Hypoglycemia affects patient safety and glycemic control during insulin treatment of both type 1 (T1DM) and type 2 diabetes mellitus (T2DM). The Hypoglycemia Assessment Tool study in Brazil aimed to determine the proportion of patients experiencing hypoglycemic events and to characterize patient awareness and fear about hypoglycemia, among insulin-treated T1DM or T2DM patients.Entities:
Keywords: Diabetes mellitus type 1; Diabetes mellitus type 2; Hypoglycemia; Insulin therapy
Year: 2018 PMID: 30479669 PMCID: PMC6249957 DOI: 10.1186/s13098-018-0379-5
Source DB: PubMed Journal: Diabetol Metab Syndr ISSN: 1758-5996 Impact factor: 3.320
Demographics and diabetes history of study population
| T1DM (n = 321) | T2DM (n = 293) | |
|---|---|---|
| Female sex, n (%) | 188 (58.8%) | 162 (55.5%) |
| Age (years), median [Q1, Q3] | 33.0 [26.0, 44.0] | 62.0 [55.0, 68.5] |
| Full-time employment, n (%) | 136 (45.5%) | 58 (21.2%) |
| Duration of diabetes (years), median [Q1, Q3] | 15.0 [9.0, 22.0] | 15.0 [10.0, 22.0] |
| Last measured HbA1c value (%), median [Q1, Q3] | 7.7 [7.0, 8.5] | 7.9 [7.3, 9.1] |
| Checks blood sugar levels, n (%) | 314 (98.4%) | 259 (88.7%) |
| Has ever experienced hypoglycemia, n (%) | 313 (97.5%) | 247 (84.3%) |
| (if yes) Patients identifying hypoglycemia based on, n (%) | ||
| Symptoms only | 83 (27.4%) | 96 (41.4%) |
| Blood glucose measurement only | 23 (7.6%) | 38 (16.4%) |
| Either symptoms or a blood glucose measurement | 56 (18.5%) | 28 (12.1%) |
| Both symptoms and blood glucose measurement | 129 (42.6%) | 65 (28.0%) |
| Other | 12 (4.0%) | 5 (2.2%) |
| Missing | 18 | 61 |
| Duration of insulin use (years), median [Q1, Q3] | 14.0 [8.0, 22.0] | 6.0 [3.0, 10.0] |
| Diabetes treatment, n (%)a | ||
| Only short-acting insulin | 26 (8.2%) | 15 (5.1%) |
| Only long-acting insulin | 14 (4.4%) | 123 (42.0%) |
| Both short- and long-acting insulin | 250 (77.9%) | 137 (46.8%) |
| Mixed insulin | 12 (3.8%) | 11 (3.8%) |
| Insulin pump | 17 (5.3%) | 1 (0.3%) |
| Oral anti-diabetes treatment | 29 (9.1%) | 177 (60.4%) |
| Injectable anti-diabetes treatments other than insulin | 44 (13.8%) | 4 (1.4%) |
| Patients who completed second questionnaire | 276 (86.0%) | 254 (86.7%) |
Q1 lower quartile, Q3 upper quartile
aEach patient can use more than one treatment for diabetes
Frequency and incidence of severe, non-severe, any, nocturnal and hospital-requiring hypoglycemic events, 4 weeks after baseline
| T1DM (n = 276) | T2DM (n = 254) | |
|---|---|---|
| Severe | ||
| Frequency, n (%) | 71 (25.7%) | 34 (13.4%) |
| Incidence rate, events/patient-years (95% CI) | 9.8 (8.5–11.3) | 6.2 (5.2–7.4) |
| Non-severe | ||
| Frequency, n (%) | 235 (85.1%) | 128 (50.4%) |
| Incidence rate, events/patient-years (95% CI) | 99.0 (94.8–103.3) | 25.5 (23.3–27.9) |
| Any | ||
| Frequency, n (%) | 248 (89.9%) | 142 (55.9%) |
| Incidence rate, events/patient-years (95% CI) | 108.8 (104.4–113.3) | 31.7 (29.3–34.3) |
| Nocturnal | ||
| Frequency, n (%) | 141 (54.0%) | 62 (27.4%) |
| Incidence rate, events/patient-years (95% CI) | 23.6 (21.4–25.9) | 6.1 (4.9–7.4) |
| Requiring hospitalization | ||
| Frequency, n (%) | 14 (5.2%) | 8 (3.3%) |
| Incidence rate, events/patient-years (95% CI) | 1.6 (1.1–2.3) | 0.4 (0.2–0.8) |
CI confidence interval
Negative binomial regressions for severe, non-severe, any, and nocturnal hypoglycemic events
| IRR (95% CI) | p-value | |
|---|---|---|
| Severe hypoglycemic eventsa | ||
| Age (years) | 0.98 (0.97–0.99) | 0.001 |
| Gender: female [ref. male] | 1.67 (1.01–2.77) | 0.047 |
| Duration of diabetes (years) | 1.03 (1.01–1.05) | 0.001 |
| Fear of hypoglycemia (scale 1–10) | 1.17 (1.06–1.29) | 0.002 |
| Period: prospective [ref. retrospective] | 4.75 (2.75–8.23) | < 0.001 |
| Non-severe hypoglycemic eventsa | ||
| Duration of insulin therapy (years) | 1.02 (1.01–1.03) | 0.003 |
| Diabetes type: T1DM [ref. T2DM] | 2.59 (1.99–3.38) | < 0.001 |
| Frequency of blood glucose monitoring (days) | 1.14 (1.07–1.20) | < 0.001 |
| Period: prospective [ref. retrospective] | 1.81 (1.53–2.14) | < 0.001 |
| Any hypoglycemic eventsa | ||
| Duration of insulin therapy (years) | 1.02 (1.01–1.03) | < 0.001 |
| Diabetes type: T1DM [ref. T2DM] | 2.34 (1.81–3.03) | < 0.001 |
| Frequency of blood glucose monitoring (days) | 1.13 (1.06–1.20) | < 0.001 |
| Period: prospective [ref. retrospective] | 2.05 (1.76–2.39) | < 0.001 |
| Nocturnal hypoglycemic eventsa | ||
| Diabetes type: T1DM [ref. T2DM] | 2.06 (1.46–2.90) | < 0.001 |
| Frequency of blood glucose monitoring (days) | 1.12 (1.05–1.20) | 0.001 |
| Hypoglycemia awareness: impaired or severely impaired [ref. normal] | 0.65 (0.46–0.91) | 0.012 |
* Negative binomial regression model (after stepwise) Subject effect: Patient; Within-subject effect: Period; Offset variable: Ln (follow-up time); Dependent variable: number of hypoglycemic events. Independent variables: age, gender, HbA1c, diabetes type, duration of diabetes, duration of insulin therapy, type of insulin therapy, frequency of blood glucose monitoring, knowledge of hypoglycemia, hypoglycemia unawareness, fear of hypoglycemia and period
IRR incidence rate ratio, CI confidence interval. Ref. reference category versus the one is making comparison (categorical variables); for continuous variables, please consider IRR per additional unit
Fig. 1Patients with severe, non-severe, any, nocturnal and hospital-requiring hypoglycemic events, stratified by glycated hemoglobin (HbA1c) at baseline and by diabetes type
Fig. 2Patients with severe, non-severe, any, nocturnal and hospital-requiring hypoglycemic events, stratified by age (< 65 years old versus ≥ 65 years old) at baseline and by diabetes type
Fig. 3Hypoglycemia unawareness at baseline, by diabetes type and by previous experience of severe hypoglycemia in the last 6 months
Fear of hypoglycemia and actions taken after hypoglycemic events, by diabetes type and previous experience of severe hypoglycemia
| T1DM | T2DM | |||
|---|---|---|---|---|
| With severe hypoglycemia in the last 6 months | Without severe hypoglycemia in the last 6 months | With severe hypoglycemia in the last 6 months | Without severe hypoglycemia in the last 6 months | |
| Fear of hypoglycemia at baseline, mean ± SDa | 6.6 ± 2.97 | 5.4 ± 3.00 | 6.5 ± 3.40 | 5.1 ± 3.99 |
| Actions taken after hypoglycemic events, n (%)b | ||||
| Consulted their physician/nurse | 68 (60.2%) | 80 (43.5%) | 28 (48.3%) | 61 (28.4%) |
| Increased calorie intake | 87 (74.4%) | 129 (67.5%) | 38 (63.3%) | 113 (51.4%) |
| Avoid physical exercise | 41 (37.3%) | 42 (23.3%) | 15 (27.3%) | 28 (13.5%) |
| Reduced insulin doses | 93 (91.6%) | 120 (64.5%) | 26 (44.1%) | 43 (20.2%) |
| Skipping insulin injections | 37 (33.3%) | 44 (24.3%) | 18 (31.0%) | 40 (18.9%) |
| Increased the number of times checking blood sugar | 88 (76.5%) | 134 (70.5%) | 30 (50.8%) | 108 (49.1%) |
SD standard-deviation
aOn a scale from 0 to 10, where 0 = Not afraid at all and 10 = absolutely terrified
bMore than one possible answer
Health resource use and productivity loss due to hypoglycemia (n = 281)
| T1DM | T2DM | |
|---|---|---|
| Monthly health resource use | ||
| Hospitalization, % | 5.3 | 2.7 |
| Mean duration (days) | 4 | 4 |
| Emergency visits, % | 3.1 | 4.7 |
| Mean number of emergency visits | 3 | 2 |
| Physician/nurse visits, % | 0.8 | 2.7 |
| Mean number of visits | 3 | 3 |
| Use of glucagon, % | 19.8 | 12 |
| Work productivity loss | ||
| Patients with lost working days, % | 3.2 | 0.7 |
| Mean number of lost working days | 3.0 | 2.4 |
| Yearly cost per patient (R$) | 709 | 396 |
| Yearly cost per component, % | ||
| Hospitalization | 63.8 | 65.2 |
| Emergency visits | 3.8 | 7.3 |
| Physician/nurse visits | 0.6 | 0.8 |
| Use of glucagon | 22.0 | 25.3 |
| Productivity loss | 9.7 | 1.5 |
SD standard-deviation