| Literature DB >> 31269877 |
Gian Paolo Fadini1, Vera Frison2, Natalino Simioni2, Annunziata Lapolla3, Adriano Gatti4, Antonio Carlo Bossi5, Andrea Del Buono6, Paolo Fornengo7, Lucia Gottardo8, Mario Laudato9, Gianluca Perseghin10, Enzo Bonora11, Angelo Avogaro1.
Abstract
Background Evidence accumulated that some glucose-lowering medications protect against cardiovascular events ( CVEs ) in patients with type 2 diabetes mellitus (T2DM) and established cardiovascular disease. The present study evaluated if and how glucose-lowering medication prescription pattern changes in T2DM after a CVE. Methods and Results DATAFILE (Diabetes Therapy After a Cardiovascular Event) was a retrospective multicenter study conducted at 12 diabetes mellitus specialist outpatient clinics in Italy. We identified T2DM patients with an incident CVE for whom a follow-up visit was available after the event. We selected control T2DM patients without an incident CVE , who were matched with cases for age, sex, known diabetes mellitus duration, baseline hemoglobin A1c, kidney function, and follow-up time. We extracted clinical variables and compared prescribed therapies at baseline and follow-up. We included 563 patients with and 497 matched patients without an incident CVE . As expected, patients with a subsequent CVE had a higher baseline prevalence of ischemic heart disease. After a median of 9.5 months, in patients with versus those without a CVE , there was a significant increase in the prescription of beta-blockers, loop diuretics, dual antiplatelet therapy, and, among glucose-lowering medications, a significant decrease in metformin. Hemoglobin A1c marginally declined only in the control group, whereas low-density lipoprotein cholesterol decreased only in patients with CVE . Conclusions This study highlights that occurrence of a CVE in T2DM patients did not prime the prescription of glucose-lowering medications provided with cardiovascular protective effects, even though glucose control remained poor. These data emphasize the need to optimize the therapeutic regimen of T2DM patients with established cardiovascular disease, according to updated guidelines.Entities:
Keywords: appropriateness; diabetes mellitus; pharmacology
Mesh:
Substances:
Year: 2019 PMID: 31269877 PMCID: PMC6662129 DOI: 10.1161/JAHA.119.012244
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Clinical Characteristics of Patients in the Two Groups
| Cases With CVE (n=563) | Controls Without CVE (n=497) | Comparison | ||||
|---|---|---|---|---|---|---|
| % | Value | % | Value |
| STD | |
| Age, y | 100.0 | 69.1±9.4 | 100.0 | 69.2±9.1 | 0.840 | 0.012 |
| Sex, male, % | 100.0 | 73.5 | 100.0 | 73.0 | 0.856 | 0.011 |
| Current smoking, % | 25.8 | 17.2 | 73.2 | 17.6 | 0.639 | 0.009 |
| Time since diagnosis, y | 99.6 | 14.3±10.3 | 99.8 | 13.9±9.9 | 0.484 | 0.043 |
| Body weight, kg | 100.0 | 83.6±16.7 | 99.0 | 81.9±16.0 | 0.087 | 0.106 |
| Height, cm | 99.8 | 167.1±11.5 | 99.0 | 167.2±9.0 | 0.935 | 0.005 |
| BMI, kg/m2 | 99.8 | 29.8±5.1 | 99.0 | 29.3±5.2 | 0.161 | 0.087 |
| Waist circumference, cm | 51.7 | 106.7±12.6 | 82.1 | 104.5±12.6 | 0.023 | 0.175 |
| Systolic blood pressure, mm Hg | 100.0 | 139.7±19.8 | 97.8 | 140.7±20.5 | 0.417 | 0.050 |
| Diastolic blood pressure, mm Hg | 100.0 | 77.4±23.7 | 97.8 | 77.2±10.7 | 0.820 | 0.014 |
| Heart rate, bpm | 40.7 | 73.9±12.6 | 50.3 | 76.0±12.3 | 0.057 | 0.174 |
| Fasting plasma glucose, mg/dL | 92.5 | 156.4±50.5 | 96.4 | 155.7±51.9 | 0.849 | 0.012 |
| HbA1c, % | 99.8 | 7.7±1.3 | 98.2 | 7.7±1.4 | 0.822 | 0.014 |
| Total cholesterol, mg/dL | 99.5 | 163.7±40.2 | 93.6 | 172.5±38.3 | <0.001 | 0.222 |
| HDL cholesterol, mg/dL | 99.5 | 45.5±13.0 | 92.4 | 48.3±13.9 | 0.001 | 0.209 |
| Triglycerides, mg/dL | 99.5 | 155.7±109.3 | 92.8 | 146.1±82.9 | 0.119 | 0.099 |
| LDL cholesterol, mg/dL | 99.5 | 87.1±34.3 | 92.0 | 94.3±33.2 | 0.001 | 0.214 |
| AST, U/L | 72.3 | 24.4±13.6 | 86.5 | 23.8±11.8 | 0.507 | 0.046 |
| ALT, U/TL | 67.1 | 26.1±19.7 | 85.5 | 26.1±17.4 | 0.952 | 0.004 |
| Serum creatinine, mg/L | 98.6 | 1.1±0.4 | 94.6 | 1.2±3.8 | 0.398 | 0.051 |
| eGFR, mL/min per 1.73 m2 | 98.6 | 69.7±22.7 | 94.6 | 70.0±20.9 | 0.803 | 0.016 |
| UACR, mg/g | 57.9 | 186.9±592.1 | 74.6 | 146.7±571.3 | 0.362 | 0.069 |
| Complications | ||||||
| CKD stage III or higher, % | 100.0 | 33.7 | 100.0 | 28.8 | 0.072 | 0.024 |
| Elevated albuminuria, % | 57.9 | 42.3 | 74.6 | 38.3 | 0.276 | 0.083 |
| Retinopathy, % | 83.1 | 23.5 | 85.7 | 21.1 | 0.395 | 0.057 |
| Macular edema, % | 83.1 | 5.3 | 85.7 | 4.7 | 0.659 | 0.030 |
| Neuropathy (peripheral or autonomic) | 40.5 | 28.1 | 43.1 | 29.0 | 0.834 | 0.020 |
| Peripheral arterial disease | 45.5 | 41.0 | ||||
| Arteriosclerosis obliterans, % | 31.3 | 21.1 | 0.014 | 0.233 | ||
| Revascularization, % | 5.1 | 3.4 | 0.391 | 0.082 | ||
| Diabetic foot, % | 41.0 | 20.3 | 42.3 | 16.2 | 0.261 | 0.108 |
| Cerebrovascular disease | 67.3 | 70.8 | ||||
| Stroke/TIA, % | 3.7 | 4.3 | 0.695 | 0.029 | ||
| Cerebral revascularization, % | 5.1 | 3.4 | 0.391 | 0.009 | ||
| Heart disease | 79.0 | 80.9 | ||||
| Ischemic cardiomyopathy, % | 29.9 | 21.1 | 0.004 | 0.202 | ||
| Revascularization, % | 5.1 | 3.4 | 0.391 | 0.067 | ||
| GLMs | 100.0 | 100.0 | ||||
| Diet alone, % | 4.1 | 9.1 | <0.001 | 0.202 | ||
| Metformin, % | 59.7 | 59.0 | 0.810 | 0.014 | ||
| Sulfonylurea/repaglinide, % | 31.3 | 30.0 | 0.652 | 0.028 | ||
| DPP‐4i, % | 15.5 | 15.9 | 0.843 | 0.011 | ||
| GLP‐1RA, % | 3.9 | 2.2 | 0.113 | 0.099 | ||
| Pioglitazone, % | 5.9 | 6.6 | 0.601 | 0.029 | ||
| SGLT2i, % | 1.8 | 1.4 | 0.634 | 0.032 | ||
| Insulin, % | 47.6 | 40.0 | 0.013 | 0.154 | ||
| Cardiovascular medications | 100.0 | 100.0 | ||||
| Statins, % | 70.5 | 54.7 | <0.001 | 0.331 | ||
| Ezetimibe, % | 6.9 | 6.2 | 0.652 | 0.028 | ||
| ACEi/ARBs, % | 70.5 | 63.8 | 0.020 | 0.143 | ||
| Beta‐blockers, % | 41.6 | 26.6 | <0.001 | 0.320 | ||
| Calcium‐channel blockers, % | 29.1 | 27.4 | 0.524 | 0.038 | ||
| Loop diuretics, % | 26.6 | 16.5 | <0.001 | 0.248 | ||
| Other diuretic, % | 24.0 | 29.6 | 0.040 | 0.127 | ||
| Antiplatelet agents, % | 67.3 | 53.1 | <0.001 | 0.293 | ||
| Dual antiplatelet therapy, % | 8.7 | 7.2 | 0.382 | 0.055 | ||
| Anticoagulants, % | 9.9 | 6.4 | 0.039 | 0.128 | ||
The percentage (%) of available data is shown for each variable. For the comparison between groups, standardized differences (STDs) are shown in addition to P values. *Significant imbalance is observed when STD is >0.10 and P value is <0.05. ACEi indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin receptor blocker; BMI, body mass index; CKD, chronic kidney disease; CVE, cardiovascular event; DPP‐4i, dipeptidyl peptidase 4 inhibitor; eGFR, estimated glomerular filtration rate; GLP‐1RA, glucagon‐like peptide 1 receptor agonist; HbA1c, hemoglobin A1c; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; SGLT2i, sodium glucose cotransporter 2 inhibitor; TIA, transient ischemic attack; UACR, urinary albumin creatinine ratio.
Figure 1Change in prescription patterns. A and B, Change in the prescription pattern for glucose lowering medications (A) and other medications (B) in the complete data set of patients with CVE (n=563) and controls without CVE (n=497). C and D, Change in the prescription pattern for glucose‐lowering medications (C) and other medications (D) in the data set of matched patients (n=497/group). Data are reported as net percent (positive or negative) of patients with a change in prescription for each medication. *P<0.05 between groups. ACEi indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin receptor blocker; CVE, cardiovascular event; DPP‐4i, dipeptidyl peptidase‐4 inhibitor; GLP‐1RA, glucagon‐like peptide 1 receptor agonists; SGLT2i, sodium glucose cotransporter 2 inhibitors; SU, sulfonylurea.
Change in Glucose Control and Risk Factors
| Cases With CVE | Controls Without CVE | Comparison | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Baseline | Follow‐Up | Change |
| Baseline | Follow‐Up | Change |
|
| |
| Body weight, kg | 83.6±16.7 | 84.5±33.9 | 0.9±29.9 | 0.473 | 81.8±16.1 | 81.6±16.4 | −0.3±5.6 | 0.289 | 0.397 |
| SBP, mm Hg | 139.7±19.8 | 138.2±19.7 | −1.5±22.8 | 0.131 | 140.8±20.6 | 142.1±21.0 | 1.3±21.1 | 0.181 | 0.046 |
| DBP, mm Hg | 77.4±23.7 | 75.3±10.3 | −2.1±23.5 | 0.032 | 77.1±10.7 | 77.1±11.1 | 0.0±11.7 | 0.953 | 0.072 |
| HbA1c, % | 7.7±1.3 | 7.6±1.4 | −0.1±1.2 | 0.094 | 7.7±1.4 | 7.5±1.2 | −0.2±1.4 | 0.002 | 0.204 |
| Total cholesterol, mg/dL | 163.8±40.3 | 156.3±36.6 | −7.5±40.4 | <0.001 | 172.5±38.3 | 169.8±39.0 | −2.7±31.5 | 0.089 | 0.045 |
| HDL cholesterol, mg/dL | 45.5±13.0 | 45.5±12.4 | 0.0±8.7 | 0.946 | 48.1±13.7 | 48.2±14.3 | 0.1±10.8 | 0.914 | 0.958 |
| LDL cholesterol, mg/dL | 87.1±34.4 | 81.6±31.4 | −5.5±34.6 | 0.000 | 94.8±33.5 | 93.9±32.7 | −0.9±27.3 | 0.505 | 0.030 |
| Triglycerides, mg/dL | 156.1±109.8 | 146.3±89.5 | −9.8±91.3 | 0.012 | 146.5±85.0 | 136.6±81.0 | −9.9±70.7 | 0.005 | 0.980 |
| eGFR, mL/min per 1.73 m2 | 69.2±21.9 | 67.3±22.2 | −1.9±11.6 | <0.001 | 70.0±20.9 | 68.5±20.4 | −1.4±11.9 | 0.009 | 0.574 |
| UACR, mg/g | 189.5±630.7 | 198.4±658.4 | 8.9±440.2 | 0.743 | 146.4±615.5 | 149.5±554.4 | 3.0±211.7 | 0.813 | 0.840 |
P values are shown for each intragroup comparisons and for between‐group comparisons. CVE, cardiovascular event; DBP, diastolic blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; SBP, systolic blood pressure; UACR, urinary albumin/creatinine ratio.
Figure 2Balance of clinical characteristics between the 2 groups. Absolute standardized mean difference (STD) is presented for each variable in the comparison between the 2 groups for the entire data set (gray) and for matched groups (transparent), separately. ACEi indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin receptor blocker; DPP‐4, dipeptidyl peptidase‐4; eGFR, estimated glomerular filtration rate; GLM, glucose‐lowering medication; GLP‐1, glucagon‐like peptide 1; LDL, low‐density lipoprotein; SGLT2, sodium glucose cotransporter 2.