| Literature DB >> 31976334 |
Luca Degli Esposti1, Valentina Perrone1, Stefania Saragoni1, Valerio Blini1, Stefano Buda1, Rosella D'avella2, Gina Gasperini3, Fabio Lena4, Francesca Fanelli5, Luca Gazzi5, Francesco Giorgino6.
Abstract
BACKGROUND: This study is aimed at estimating the proportion of type 2 diabetes mellitus (T2DM) patients treated with basal insulin (insulin glargine U100) and at evaluating daily insulin dose, treatment pattern, and adherence to treatment of these patients.Entities:
Mesh:
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Year: 2019 PMID: 31976334 PMCID: PMC6955113 DOI: 10.1155/2019/3174654
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Figure 1Flow chart of included patients. N: number; LHU: Local Health Unit; T2DM: diabetes mellitus type 2. ∗Insulin-naïve and insulin-established are referred to the absence or presence of therapy with insulin glargine, respectively, during the characterization period (12 months before the index date).
Different combinations of insulin glargine and other hypoglycemic therapies evaluated 6 months after the index date (first prescription of insulin glargine).
| Cohort of study | Total | Insulin-naïve | Insulin-established |
| |||
|---|---|---|---|---|---|---|---|
|
| % |
| % |
| % | ||
| Insulin glargine only | 466 | 6.3 | 293 | 9.9 | 173 | 3.9 | <0.001 |
| Insulin glargine+other oral glucose-lowering drugs | 1,590 | 21.4 | 680 | 22.9 | 910 | 20.4 | 0.002 |
| Insulin glargine+rapid-acting insulin | 4,475 | 60.3 | 1,576 | 53.2 | 2,899 | 65.0 | <0.001 |
| Insulin glargine+DPP-4 inhibitors | 357 | 4.8 | 167 | 5.6 | 190 | 4.3 | 0.004 |
| Insulin glargine+other combinations | 534 | 7.2 | 247 | 8.3 | 287 | 6.4 | 0.002 |
| Total | 7,422 | 100.0 | 2,963 | 100.0 | 4,459 | 100.0 | |
∗Insulin-naïve vs. insulin-established.
Demographic and baseline clinical characteristics stratified according to insulin-based therapeutic regimens.
| Insulin glargine only ( | Insulin glargine plus other oral glucose-lowering drugs ( | Insulin glargine plus rapid-acting insulin ( | Insulin glargine plus DPP-4 inhibitors ( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | Insulin-naïve | Insulin-established | Total | Insulin-naïve | Insulin-established | Total | Insulin-naïve | Insulin-established | Total | Insulin-naïve | Insulin-established | |
|
| 466 | 293 (62.9) | 173 (37.1) | 1,590 | 680 (42.8) | 910 (57.2) | 4,475 | 1,576 (35.2) | 2,899 (64.8) | 357 | 167 (46.8) | 190 (53.2) |
| Age (mean ± SD) | 71.7 ± 14.6 | 71.8 ± 14.9 | 71.6 ± 14.2 | 71.8 ± 11.9 | 71.6 ± 12.6 | 71.9 ± 11.4 | 69.3 ± 13.3 | 69.5 ± 14.0 | 69.1 ± 12.9 | 67.7 ± 10.0^ | 67.4 ± 11.2° | 68.0 ± 8.9§ |
| Male (%) | 47.6 | 45.4 | 51.4 | 51.1 | 49.6 | 52.2 | 51.1 | 51.1 | 51.1 | 55.5 | 54.5 | 56.3 |
| Hypertension (%) | 65.0 | 62.1 | 69.9 | 75.6 | 72.6 | 77.8 | 73.5 | 70.2 | 75.3 | 77.0^ | 70.7° | 82.6§ |
| Dyslipidemia (%) | 32.8 | 29.7 | 38.2 | 50.6 | 43.5 | 55.8 | 51.2 | 40.0 | 57.3 | 60.2^ | 52.7° | 66.8§ |
| Anti-inflammatory agents (%) | 14.4 | 14.3 | 14.5 | 18.1 | 17.8 | 18.2 | 15.8 | 15.0 | 16.2 | 17.4 | 15.6 | 18.9 |
| Asthma/COPD (%) | 10.3 | 9.9 | 11.0 | 9.7 | 11.6 | 8.4 | 10.1 | 10.3 | 10.0 | 6.2 | 5.4 | 6.8 |
| Kidney disease | 8.6 | 8.5 | 8.7 | 3.4 | 4.1 | 2.9 | 6.3 | 8.2 | 5.3 | 3.4^ | 3.6° | 3.2§ |
| Hypoglycemia (%) | 0.6 | 0.7 | 0.6 | 0.7 | 0.6 | 0.8 | 1.3 | 1.1 | 1.3 | 1.4 | — | 2.6 |
| Previous CV events (%) | 28.3 | 30.0 | 25.4 | 14.6 | 19.0 | 11.3 | 19.1 | 25.1 | 15.8 | 10.9^ | 9.6° | 12.1§ |
| Hypertensive disease (%) | 14.4 | 16.0 | 12.5 | 9.2 | 13.9 | 7.2 | 10.4 | 11.6 | 6.8 | 7.0^ | 8.5° | 6.8 |
| Acute myocardial infarction (%) | 2.4 | 3.1 | 1.3 | 1.1 | 2.3 | 0.6 | 1.8 | 1.2 | 1.0 | 0.8 | 1.6 | 1.1 |
| Coronary disease (%) | 8.2 | 7.5 | 5.3 | 4.0 | 9.3 | 5.4 | 7.6 | 9.2 | 3.0 | 6.4^ | 6.6° | 7.4§ |
| Heart failure (%) | 7.7 | 8.9 | 5.0 | 3.5 | 8.0 | 3.0 | 5.8 | 5.8 | 2.4 | 2.2^ | 4.6° | 1.6§ |
| Stroke and other cerebral circulatory dysfunction (%) | 11.4 | 10.9 | 6.2 | 5.0 | 7.4 | 1.2 | 5.3 | 12.1 | 4.2 | 1.7^ | 4.2° | 2.1§ |
| Arteriosclerosis of the main arteries and aneurysm (%) | 1.7 | 2.4 | 2.1 | 1.8 | 2.1 | 0.6 | 2.4 | 0.6 | 1.5 | 1.4 | 2.6 | 2.1 |
| HbA1c (%)∗ | ||||||||||||
| <7% | 26.5 | 24.4 | 30.9 | 18.4 | 15.9 | 20.6 | 16.8 | 16.7 | 16.9 | 15.5^ | 7.4∗ | 23.2§ |
| ≥7% < 8% | 13.4 | 12.4 | 15.5 | 23.6 | 20.5 | 26.3 | 25.3 | 19.5 | 29.3 | 27.7 | 19.9 | 35.2 |
| ≥8% < 9% | 8.8 | 9.1 | 8.2 | 16.7 | 15.3 | 18.0 | 19.1 | 16.5 | 20.8 | 19.4 | 22.1 | 16.9 |
| ≥9% | 14.4 | 13.4 | 16.5 | 21.5 | 28.7 | 14.9 | 19.2 | 24.5 | 15.5 | 23.0 | 34.6 | 12.0 |
| Not detected | 36.9 | 40.7 | 28.9 | 19.9 | 19.6 | 20.1 | 19.6 | 22.7 | 17.5 | 14.4 | 16.2 | 12.7 |
∗Analysis carried out in the cohort of patients with available laboratory data. ^p < 0.05 among the insulin groups. °p < 0.05 among the insulin-naïve groups. §p < 0.05 among the insulin-established groups.
Correlation between daily insulin dose (IU, median) and HbA1c levels stratified according to the therapeutic regimen.
| HbA1c | Insulin glargine only ( | Insulin glargine plus other oral glucose-lowering drugs ( | Insulin glargine plus DPP-4 inhibitors ( | Insulin glargine plus rapid-acting insulin ( | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Patients with HbA1c value (%) | Daily dose (IU) | Patients with HbA1c value (%) | Daily dose (IU) | Patients with HbA1c value (%) | Daily dose (IU) | Patients with HbA1c value (%) | Daily dose (IU) | |||||
| Mean (SD) | Median (IQR) | Mean (SD) | Median (IQR) | Mean (SD) | Median (IQR) | Mean (SD) | Median (IQR) | |||||
| <7% | 53.8 | 42.4 (35.1) | 35.7 (37.5) | 29.3% | 34.1 (40.1) | 20.9 (38.5) | 34.1% | 39.9 (32.4) | 43.0 (37.2) | 28.8^ | 40.4 (34.2) | 20.9 (35.8)° |
| 7-8% | 19.6 | 32.6 (33.9) | 15.3 (42.7) | 35.2% | 30.3 (39.3) | 16.6 (29.2) | 34.5% | 34.0 (33.6) | 19.7 (39.8) | 35.1^ | 30.3 (46.7) | 19.9 (24.5) |
| 8-9% | 13.9 | 34.6 (34.3) | 18.7 (38.4) | 19.1% | 26.5 (32.7) | 16.7 (22.2) | 21.7% | 30.6 (28.3) | 17.1 (38.9) | 22.2^ | 30.0 (34.4) | 20.4 (23.8) |
| >9% | 12.7 | 35.6 (27.7) | 28.5 (36.9) | 16.4% | 30.7 (34.4) | 18.2 (32.5) | 9.6% | 28.0 (26.0) | 19.2 (27.8) | 14.0^ | 29.5 (23.0) | 22.7 (24.3) |
The analysis was carried out on the cohort of patients for which the laboratory data were available and with at least 3 months of follow-up. ^p < 0.05 among groups. °p < 0.05 among groups.
Daily mean insulin dose according to HbA1c levels in the insulin glargine only cohort (N = 158∗).
| Daily mean insulin dose (IU) | Total | |||||
|---|---|---|---|---|---|---|
| <20 IU | 20 IU-29 IU | 30 IU-39 IU | ≥40 IU | |||
| Last HbA1c during follow-up (%) | <7.0% | 46.7 | 33.3 | 58.3 | 63.1 | 53.8 |
| ≥7.0% < 8.0% | 25.3 | — | 16.7 | 15.4 | 19.6 | |
| ≥8.0% < 9.0% | 17.3 | 33.3 | 8.3 | 9.2 | 13.9 | |
| ≥9.0% | 10.7 | 33.3 | 16.7 | 12.3 | 12.7 | |
∗The analysis was carried out on the cohort of patients for which laboratory data were available and with at least 3 months of follow-up. The last value of HbA1c during the follow-up period was considered. p = 0.256 among different levels of HbA1c and daily mean insulin dose.
Figure 2Percentage of adherent patients (MPR ≥ 80%) stratified according to therapeutic regimen.