| Literature DB >> 30058059 |
Kota Imai1, Hiroki Murayama2, Takahisa Hirose3.
Abstract
INTRODUCTION: The Japanese guidelines emphasize treatment individualization and intensification with oral anti-diabetes drugs and glucagon-like peptide-1 receptor agonists (OADGs) as add-on therapy to insulin in the management of type 2 diabetes mellitus (T2DM). However, a step-wise treatment algorithm is not clearly defined in the Japanese guidelines. This study explores the treatment factors and patient characteristics for selecting the OADGs as add-on therapy to insulin from physicians' perspectives in a real-world setting in Japan.Entities:
Keywords: Diabetologists; Dipeptidyl peptidase-4 inhibitor; General physicians; Insulin; Japanese patients; Metformin; Questionnaire; Type 2 diabetes mellitus; Web-based survey
Year: 2018 PMID: 30058059 PMCID: PMC6167295 DOI: 10.1007/s13300-018-0476-3
Source DB: PubMed Journal: Diabetes Ther Impact factor: 2.945
Responders' backgrounds—physicians treating patients on insulin combinations
| Group 1 ( | Group 2 ( | |
|---|---|---|
| Age, years | 48.0 ± 9.5 | 51.4 ± 9.3 |
| Time spent in patient care, % | 89.2 ± 11.2 | 91.0 ± 9.7 |
| Practice setting, | ||
| Hospital based | 204 (78.5) | 173 (59.9) |
| Office based | 56 (21.5) | 116 (40.1) |
| Medical specialty, | ||
| PCP/GP | 6 (2.3) | 58 (20.1) |
| Internist | 28 (10.8) | 139 (48.1) |
| Diabetologist | 203 (78.1) | 21 (7.3) |
| Endocrinologist | 17 (6.5) | 9 (3.1) |
| Cardiologist | 6 (2.3) | 62 (21.5) |
| Time in clinical practice, years | 16.8 ± 8.8 | 22.2 ± 9.3 |
| Region, | ||
| Hokkaido | 18 (6.9) | 19 (6.6) |
| Tohoku | 11 (4.2) | 19 (6.6) |
| Kanto | 81 (31.2) | 97 (33.6) |
| Chubu | 49 (18.8) | 43 (14.9) |
| Kinki | 37 (14.2) | 52 (18) |
| Chugoku | 14 (5.4) | 12 (4.2) |
| Shikoku | 19 (7.3) | 12 (4.2) |
| Kyushu | 31 (11.9) | 35 (12.1) |
| Number of patients treated with insulin in the last 6 months | 102.2 ± 91.2 | 35.1 ± 44.3 |
All values are mean ± SD or n (%)
GP general practitioner, PCP primary care physician, SD standard deviation
Physicians choice of OADGs in combination with each type of insulin
| Drugs, | Basal insulin | Pre-mixed insulin | Rapid/ultra-rapid insulin | Intensive insulin |
|---|---|---|---|---|
| All physiciansa ( | All physiciansa ( | All physiciansa ( | All physiciansa ( | |
| (a) All applicable | ||||
| DPP-4 inhibitors | 484 (88.2) | 444 (80.9) | 424 (77.2) | 414 (75.4) |
| Metformin | 419 (76.3) | 392 (71.4) | 372 (67.8) | 358 (65.2) |
| SGLT-2 Inhibitors | 257 (46.8) | 214 (39.0) | 216 (39.3) | 224 (40.8) |
| Alpha-GI | 198 (36.1) | 164 (29.9) | 137 (25.0) | 135 (24.6) |
| SU | 160 (29.1) | 116 (21.1) | 116 (21.1) | 80 (14.6) |
| GLP-1 RA | 149 (27.1) | 94 (17.1) | 98 (17.9) | 108 (19.7) |
| Glinides | 124 (22.6) | 69 (12.6) | 36 (6.6) | 26 (4.7) |
| TZD | 78 (14.2) | 76 (13.8) | 61 (11.1) | 60 (10.9) |
| None of them (insulin dose adjustment only) | 10 (1.8) | 32 (5.8) | 39 (7.1) | 55 (10.0) |
| Average number of drugs as combination therapy with insulin | 3.4 ± 1.5 | 2.9 ± 1.5 | 2.7 ± 1.4 | 2.6 ± 1.5 |
All values are mean ± SD or n (%)
DPP-4 dipeptidyl peptidase-4, GI glucosidase inhibitor, GLP-1 RA glucagon-like peptide-1 receptor agonist, OADG oral anti-diabetes drugs and glucagon-like peptide-1 receptor agonist, SGLT-2 sodium-glucose co-transporter-2, SU sulfonylurea, TZD thiazolidinedione
aGroup 1 plus group 2
Treatment factors influencing choice of a DPP-4 inhibitor or metformin
| Treatment factors | Basal | Pre-mixed | Rapid/ultra-rapid | Intensive | ||||
|---|---|---|---|---|---|---|---|---|
| DPP-4i (n = 122) (%) | Met ( | DPP-4i ( | Met ( | DPP-4i ( | Met ( | DPP-4i ( | Met ( | |
| (a) Group 1 | ||||||||
| HbA1c-lowering effect | 91.0 | 91.1 | 89.0 | 86.7 | 88.2 | 91.1 | 90.2 | 87.1 |
| PPG-lowering effect |
| 62.2 |
| 66.3 |
| 62.4 |
| 64.5 |
| Low risk of hypoglycemia |
| 70.0 | 72.5 | 68.4 | 72.5 | 72.3 | 75.5 | 69.9 |
| No body weight gain | 72.1 | 78.9 | 67.0 |
| 65.7 |
| 72.5 |
|
| FPG-lowering effect | 70.5 | 76.7 | 69.7 | 77.6 | 70.6 |
| 69.6 |
|
| Beta cell function protection | 68.0 | 58.9 | 58.7 | 59.2 |
| 52.5 | 60.8 | 54.8 |
| Effect on glucagon |
| 38.9 |
| 38.8 |
| 38.6 |
| 35.5 |
| Easy to use for patients with renal impairment |
| 15.6 |
| 13.3 |
| 10.9 |
| 8.6 |
| Frequency of administration |
| 24.4 |
| 24.5 |
| 21.8 |
| 23.7 |
| Effect on insulin | 50.0 | 51.1 | 46.8 | 43.9 | 48.0 | 44.6 | 48.0 | 44.1 |
| CV benefit | 47.5 |
| 44.0 | 51.0 | 42.2 | 48.5 | 50.0 | 57.0 |
| Low risk of GI side effects |
| 20.0 |
| 18.4 |
| 15.8 |
| 17.2 |
| Easy to use for patients with liver dysfunction |
| 15.6 |
| 16.3 |
| 14.9 |
| 15.1 |
| Insulin resistance improvement | 41.8 |
| 45.0 |
| 53.9 |
| 48.0 |
|
| High scientific evidence | 41.8 |
| 35.8 |
| 43.1 |
| 43.1 |
|
| Low cost | 17.2 |
| 17.4 |
| 20.6 |
| 21.6 |
|
Treatment factors favoring insulin combination therapy are highlighted for DPP-4 inhibitors (italics) and metformin (bold)
CV cardiovascular, DPP-4i dipeptidyl peptidase-4 inhibitor, FPG fasting plasma glucose, GI gastrointestinal, HbA1c glycated hemoglobin, Met metformin, PPG post-prandial glucose
Regression analysis for drug features affecting selection of DPP-4 inhibitors and metformin for insulin combination
| Treatment factors | Basal insulin | Pre-mixed insulin | Rapid/ultra-rapid insulin | Intensive insulin | ||||
|---|---|---|---|---|---|---|---|---|
| DPP-4i | Met | DPP-4i | Met | DPP-4i | Met | DPP-4i | Met | |
| Rank 1 ( | Rank 1 ( | Rank 1 ( | Rank 1 ( | Rank 1 ( | Rank 1 ( | Rank 1 ( | Rank 1 ( | |
| (a) Perspectives of group 1 | ||||||||
| HbA1c-lowering effect | ||||||||
| PPG-lowering effect | ||||||||
| Easy to use for patients with liver dysfunction | ||||||||
| Easy to use for patients with renal impairment | ||||||||
| Frequency of administration | ||||||||
| Effect on glucagon | ||||||||
| Low cost |
|
|
| |||||
| High scientific evidence |
| |||||||
| Effect on insulin |
| |||||||
| Insulin resistance improvement |
| |||||||
Treatment factors favoring insulin combination therapy are highlighted for DPP-4 inhibitors (italics) and metformin (bold)
Values are represented as OR, 95% CI (lower limit-upper limit)
CI confidence interval, DPP-4i dipeptidyl peptidase-4 inhibitor, HbA1c glycated hemoglobin, Met metformin, PPG post-prandial glucose
Patient characteristics affecting treatment choice by both group 1 and group 2 for insulin combination therapy with a DPP-4 inhibitor or metformin
| Patient characteristics, | Basal insulin | Pre-mixed insulin | Rapid/ultra-rapid insulin | Intensive insulin | ||||
|---|---|---|---|---|---|---|---|---|
| DPP-4i ( | Met | DPP-4i | Met | DPP-4i | Met | DPP-4i | Met | |
| ( | ( | ( | ( | ( | ( | ( | ||
| Age | 120 (42.6) |
| 105 (40.5) |
| 88 (36.2) |
| 88 (37.8) |
|
| Gender | 23 (8.2) | 15 (9.4) | 24 (9.3) | 16 (9.4) | 23 (9.5) | 13 (7.5) | 26 (11.2) | 9 (5.7) |
| BMI | 109 (38.7) |
| 108 (41.7) |
| 76 (31.3) |
| 85 (36.5) |
|
| Fasting plasma glucose | 92 (32.6) | 46 (28.8) | 94 (36.3) | 59 (34.5) | 94 (38.7) | 62 (35.6) | 95 (40.8) | 55 (34.6) |
| Postprandial glucose |
| 34 (21.3) | 47 (27.5) |
| 52 (29.9) |
| 45 (28.3) | |
| Insulin resistance | 87 (30.9) |
| 82 (31.7) |
| 80 (32.9) |
| 75 (32.2) |
|
| Concern on hypoglycemia | 50 (31.3) |
| 57 (33.3) |
| 65 (37.4) |
| 51 (32.1) | |
| Diabetic complication | 82 (29.1) | 34 (21.3) | 70 (27.0) | 35 (20.5) | 66 (27.2) | 35 (20.1) | 65 (27.9) | 30 (18.9) |
| Renal function | 137 (48.6) |
| 126 (48.6) |
| 106 (43.6) |
| 100 (42.9) |
|
| Liver function | 64 (22.7) | 44 (27.5) | 59 (22.8) |
| 51 (21.0) |
| 53 (22.7) | 48 (30.2) |
| CV risk | 71 (25.2) | 38 (23.8) | 55 (21.2) | 34 (19.9) | 55 (22.6) | 32 (18.4) | 52 (22.3) | 28 (17.6) |
| Adherence to diet | 45 (16.0) | 18 (11.3) | 38 (14.7) | 14 (8.2) | 33 (13.6) | 22 (12.6) | 34 (14.6) | 18 (11.3) |
| Adherence to exercise | 31 (11.0) | 13 (8.1) | 28 (10.8) | 9 (5.3) | 22 (9.1) | 14 (8.0) | 25 (10.7) | 14 (8.8) |
| Economic status of the patient | 48 (17.0) |
| 36 (13.9) |
| 30 (12.3) |
| 29 (12.4) |
|
Treatment factors favoring insulin combination therapy are highlighted for DPP-4 inhibitors (italics) and metformin (bold)
Values are represented as n (%)
BMI body mass index, CV cardiovascular, DPP-4i dipeptidyl peptidase-4 inhibitor, Met metformin