| Literature DB >> 28977924 |
Sandro Gentile1, Pamela Piscitelli2, Francesca Viazzi3, Giuseppina Russo4, Antonio Ceriello5,6, Carlo Giorda7, Piero Guida8, Paola Fioretto9, Roberto Pontremoli3, Felice Strollo10, Salvatore De Cosmo2.
Abstract
We describe AHA utilization pattern according to age and renal function in type 2 diabetes mellitus (T2DM), in real-life conditions. The analysis was performed using the data set of electronic medical records collected between 1 January and 31 December, 2011 in 207 Italian diabetes centers. The study population consisted of 157,595 individuals with T2DM. The AHA treatment regimens was evaluated. Kidney function was assessed by eGFR, estimated using the CKD-EPI formula. Other determinations: HbA1c, blood pressure (BP), low- density lipoprotein (LDL-c), total and high density lipoprotein cholesterol (TC and HDL-c), triglycerides (TG) and serum uric acid (SUA). Quality of care was assessed through Q score. The proportion of subjects taking metformin declined progressively across age quartiles along with eGFR values, but remained high in oldest subjects (i.e. 54.5 %). On the other hand, the proportion of patients on secretagogues or insulin increased with aging (i.e. 54.7% and 37% in the fourth age quartile, respectively). The percentage of patients with low eGFR (i.e. <30 ml/min/1.73m2) taking either metformin or sulphonilureas/repaglinide was particularly high (i.e. 15.3% and 34.3% respectively). In a large real-life cohort of T2DM, metformin or sulphonylureas/repaglinide, although not recommended, are frequently prescribed to elderly subjects with severe kidney disease.Entities:
Keywords: age; antihyperglycemic treatment; eGFR; nephropathy; type 2 diabetes mellitus
Year: 2017 PMID: 28977924 PMCID: PMC5617484 DOI: 10.18632/oncotarget.18816
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Clinical characteristics of the whole sample and divided according to age quartiles
| All | <62 years | 62-69 years | 70-75 years | >75 years | p | |
|---|---|---|---|---|---|---|
| n=157595 | n=39407 | n=39394 | n=39404 | n=39390 | ||
| Male sex (n) | 89290 (56.7%) | 24674 (62.6%) | 23345 (59.3%) | 22140 (56.2%) | 19131 (48.6%) | <0.001 |
| Age (years) | 68±11 | 53±7 | 65±2 | 72±2 | 81±4 | - |
| Former smokers (n) | 25875 (29.3%) | 6207 (25.6%) | 7355 (32.3%) | 6741 (31.4%) | 5572 (28.0%) | <0.001 |
| Current smokers (n) | 14793 (16.7%) | 6605 (27.2%) | 4238 (18.6%) | 2617 (12.2%) | 1333 (6.7%) | <0.001 |
| Age at DM diagnosis (years) | 56±12 | 45±9 | 54±8 | 59±9 | 65±11 | <0.001 |
| Known duration of diabetes (years) | 11±9 | 8±7 | 10±8 | 13±9 | 15±11 | <0.001 |
| HbA1c (%) | 7.2±1.3 | 7.3±1.5 | 7.2±1.3 | 7.2±1.2 | 7.2±1.2 | <0.001 |
| BMI (Kg/m2) | 30±5 | 30±6 | 30±5 | 29±5 | 28±5 | <0.001 |
| BMI Men (Kg/m2) | 29±5 | 30±5 | 30±5 | 29±4 | 28±4 | <0.001 |
| BMI Women (Kg/m2) | 30±6 | 31±7 | 31±6 | 30±6 | 29±5 | <0.001 |
| Waist circumference (cm) | 104±13 | 104±14 | 104±13 | 103±12 | 102±12 | <0.001 |
| Waist circumference Men (cm) | 104±12 | 105±13 | 105±12 | 104±12 | 104±11 | <0.001 |
| Waist circumference Women (cm) | 102±13 | 103±15 | 103±13 | 102±13 | 101±12 | <0.001 |
| Triglycerides (mg/dL) | 137±90 | 151±118 | 137±82 | 132±84 | 128±69 | <0.001 |
| HDL (mg/dL) | 50±14 | 48±14 | 50±14 | 51±14 | 52±15 | <0.001 |
| HDL Men (mg/dL) | 47±13 | 45±13 | 47±13 | 48±13 | 48±14 | <0.001 |
| HDL Women (mg/dL) | 54±15 | 53±15 | 54±14 | 54±15 | 55±15 | <0.001 |
| LDL (mg/dL) | 101±33 | 106±34 | 100±33 | 99±32 | 100±33 | <0.001 |
| Non-HDL (mg/dL) | 128±37 | 135±40 | 127±37 | 124±36 | 125±36 | <0.001 |
| Systolic BP (mmHg) | 137±18 | 132±17 | 137±18 | 139±19 | 140±19 | <0.001 |
| Diastolic BP (mmHg) | 78±9 | 80±10 | 78±9 | 77±9 | 76±9 | <0.001 |
| Pulse pressure (mmHg) | 59±16 | 53±14 | 59±15 | 62±16 | 64±17 | <0.001 |
| Albuminuria (n) | 45387 (28.8%) | 9843 (25.0%) | 10645 (27.0%) | 11535 (29.3%) | 13364 (33.9%) | <0.001 |
| Microalbuminuria (n) | 35801 (22.7%) | 7989 (20.3%) | 8392 (21.3%) | 8995 (22.8%) | 10425 (26.5%) | <0.001 |
| Macroalbuminuria (n) | 9586 (6.1%) | 1854 (4.7%) | 2253 (5.7%) | 2540 (6.4%) | 2939 (7.5%) | <0.001 |
| Serum creatinine (mg/dL) | 0.98±0.54 | 0.86±0.41 | 0.93±0.50 | 1.01±0.55 | 1.10±0.63 | <0.001 |
| eGFR (mL/min/1.73 m2) | 76±21 | 93±17 | 80±17 | 72±18 | 61±19 | <0.001 |
| Retinopathy (n) | 22250 (14.1%) | 4314 (10.9%) | 5729 (14.5%) | 6259 (15.9%) | 5948 (15.1%) | <0.001 |
| Antihyperglycemic treatments - Lifestyle (n) | 8229 (5.2%) | 2114 (5.4%) | 2145 (5.4%) | 2150 (5.5%) | 1820 (4.6%) | <0.001 |
| Antihypertensive treatment (n) | 112424 (71.3%) | 21788 (55.3%) | 28342 (71.9%) | 30543 (77.5%) | 31751 (80.6%) | <0.001 |
| Treatment with ACE-Is/ARBs (n) | 95821 (60.8%) | 18940 (48.1%) | 24518 (62.2%) | 26103 (66.2%) | 26260 (66.7%) | <0.001 |
| Lipid-lowering treatment (n) | 90690 (57.5%) | 19866 (50.4%) | 24362 (61.8%) | 24674 (62.6%) | 21788 (55.3%) | <0.001 |
| Treatment with statins (n) | 83342 (52.9%) | 17464 (44.3%) | 22392 (56.8%) | 22947 (58.2%) | 20539 (52.1%) | <0.001 |
| Aspirin (n) | 35284 (22.4%) | 5514 (14.0%) | 8872 (22.5%) | 10253 (26.0%) | 10645 (27.0%) | <0.001 |
| eGFR<60 mL/min/1.73 m2 (n) | 35166 (22.3%) | 1879 (4.8%) | 5335 (13.5%) | 10113 (25.7%) | 17839 (45.3%) | <0.001 |
| HbA1c ≥7% (n) | 79889 (51.4%) | 20147 (52.0%) | 19292 (49.7%) | 19675 (50.6%) | 20775 (53.5%) | <0.001 |
| Total cholesterol (mg/dL) | 177±39 | 182±40 | 176±38 | 175±37 | 176±38 | <0.001 |
| Triglycerides ≥150 mg/dl | 45467 (30.9%) | 13530 (36.3%) | 11713 (31.5%) | 10610 (28.8%) | 9614 (26.7%) | <0.001 |
| HDL <40M <50F mg/dL (n) | 52108 (36.0%) | 14797 (40.3%) | 13057 (35.7%) | 12076 (33.4%) | 12178 (34.4%) | <0.001 |
| LDL ≥100 mg/dL (n) | 69295 (48.1%) | 19715 (54.4%) | 16990 (46.7%) | 16209 (44.8%) | 16381 (46.4%) | <0.001 |
| Blood Pressure ≥140/85 mmHg (n) | 71462 (53.5%) | 15552 (45.8%) | 18069 (53.5%) | 19204 (57.1%) | 18637 (58.0%) | <0.001 |
| Treatment with fibrates (n) | 4588 (2.9%) | 1652 (4.2%) | 1210 (3.1%) | 1011 (2.6%) | 715 (1.8%) | <0.001 |
| Metformin (n) | 108234 (68.7%) | 30389 (77.1%) | 29574 (75.1%) | 26798 (68.0%) | 21473 (54.5%) | <0.001 |
| Sulphonylureas/Repaglinide (n) | 76869 (48.8%) | 16450 (41.7%) | 18871 (47.9%) | 19996 (50.7%) | 21552 (54.7%) | <0.001 |
| Acarbose (n) | 4613 (2.9%) | 937 (2.4%) | 1099 (2.8%) | 1233 (3.1%) | 1344 (3.4%) | <0.001 |
| Glitazones (n) | 4280 (2.7%) | 1250 (3.2%) | 1263 (3.2%) | 1090 (2.8%) | 677 (1.7%) | <0.001 |
| Insulin (n) | 48831 (31.0%) | 10754 (27.3%) | 11017 (28.0%) | 12489 (31.7%) | 14571 (37.0%) | <0.001 |
Mean±SD or absolute frequency (percentage). ACE-Is=angiotensin converting enzyme-inhibitors, ARBs=angiotensin II receptor antagonists, BMI=body mass index, BP=blood pressure, eGFR=estimated glomerular filtration rate, HbA1c=glycated hemoglobin, HDL =high-density lipoprotein cholesterol, LDL =low-density lipoprotein cholesterol. Patients’ missing data: age at diagnosis and duration of diabetes in 8435 (5.4%), BMI in 14918 (9.5%), Waist circumference in 111567 (70.8%), HbA1c in 2291 (1.5%), total cholesterol in 8127 (5.2%), triglycerides in 10293 (6.5%), HDL-c in 12812 (8.1%), LDL-c in 13495 (8.6%), Non-HDL in 13799 (8.8%), serum uric acid in 81772 (51.9%), GGT in 75760 (48.1%), AST/GOT in 47264 (30%), ALT/GPT in 42967 (27.3%), blood pressure in 24106 (15.3%), and smoking status in 69213 (43.9%). The p values refer to significance of mixed regression models (linear for continuous and logistic for categorical variables) with age quartiles as dependent variables.
Clinical characteristics of the whole sample and divided according to classes of estimated Glomerular Filtration Rate
| GFR>90 | GFR 60-90 | GFR 30-60 | GFR<30 | Overall | |
|---|---|---|---|---|---|
| n=47254 | n=75175 | n=31137 | n=4029 | p | |
| Male sex (n) | 28595 (60.5%) | 43080 (57.3%) | 15712 (50.5%) | 1903 (47.2%) | <0.001 |
| Age (years) | 59±10 | 70±9 | 75±8 | 76±9 | <0.001 |
| Former smokers (n) | 7612 (26.9%) | 12657 (30.5%) | 4975 (30.3%) | 631 (29.9%) | <0.001 |
| Current smokers (n) | 7083 (25.0%) | 5858 (14.1%) | 1658 (10.1%) | 194 (9.2%) | <0.001 |
| Age at DM diagnosis (years) | 50±11 | 58±11 | 60±12 | 59±13 | <0.001 |
| Known duration of diabetes (years) | 9±8 | 12±9 | 14±10 | 17±11 | <0.001 |
| HbA1c (%) | 7.3±1.4 | 7.2±1.3 | 7.3±1.3 | 7.3±1.3 | <0.001 |
| BMI (Kg/m2) | 30±6 | 29±5 | 30±5 | 30±5 | <0.001 |
| BMI Men (Kg/m2) | 29±5 | 29±5 | 29±5 | 29±5 | <0.001 |
| BMI Women (Kg/m2) | 31±6 | 30±6 | 30±6 | 31±6 | <0.001 |
| Waist circumference (cm) | 103±13 | 103±12 | 105±12 | 107±13 | <0.001 |
| Waist circumference Men (cm) | 104±13 | 104±12 | 106±12 | 108±13 | <0.001 |
| Waist circumference Women (cm) | 102±14 | 102±13 | 104±13 | 105±13 | <0.001 |
| Triglycerides (mg/dL) | 135±97 | 132±84 | 149±94 | 163±96 | <0.001 |
| HDL (mg/dL) | 50±14 | 51±14 | 49±14 | 46±15 | <0.001 |
| HDL Men (mg/dL) | 47±13 | 48±13 | 45±13 | 42±13 | <0.001 |
| HDL Women (mg/dL) | 54±15 | 55±15 | 52±15 | 49±16 | <0.001 |
| LDL (mg/dL) | 103±33 | 101±33 | 99±34 | 98±34 | <0.001 |
| Non-HDL (mg/dL) | 129±38 | 126±37 | 128±38 | 130±41 | <0.001 |
| Systolic BP (mmHg) | 134±18 | 138±18 | 139±19 | 139±20 | <0.001 |
| Diastolic BP (mmHg) | 79±9 | 78±9 | 77±10 | 75±10 | <0.001 |
| Pulse pressure (mmHg) | 56±15 | 60±16 | 62±17 | 63±18 | <0.001 |
| Albuminuria (n) | 11246 (23.8%) | 19681 (26.2%) | 12026 (38.6%) | 2434 (60.4%) | <0.001 |
| Microalbuminuria (n) | 9493 (20.1%) | 16038 (21.3%) | 8877 (28.5%) | 1393 (34.6%) | <0.001 |
| Macroalbuminuria (n) | 1753 (3.7%) | 3643 (4.8%) | 3149 (10.1%) | 1041 (25.8%) | <0.001 |
| Serum creatinine (mg/dL) | 0.72±0.13 | 0.91±0.15 | 1.30±0.25 | 2.93±2.17 | - |
| eGFR (mL/min/1.73 m2) | 99±8 | 77±9 | 48±8 | 22±7 | - |
| Retinopathy (n) | 5281 (11.2%) | 10168 (13.5%) | 5759 (18.5%) | 1042 (25.9%) | <0.001 |
| Antihyperglycemic treatments - Lifestyle (n) | 2424 (5.1%) | 4414 (5.9%) | 1280 (4.1%) | 111 (2.8%) | <0.001 |
| Antihypertensive treatment (n) | 27506 (58.2%) | 54777 (72.9%) | 26553 (85.3%) | 3588 (89.1%) | <0.001 |
| Treatment with ACE-Is/ARBs (n) | 23520 (49.8%) | 46837 (62.3%) | 22714 (72.9%) | 2750 (68.3%) | <0.001 |
| Lipid-lowering treatment (n) | 24760 (52.4%) | 44003 (58.5%) | 19287 (61.9%) | 2640 (65.5%) | <0.001 |
| Treatment with statins (n) | 22797 (48.2%) | 40737 (54.2%) | 17447 (56.0%) | 2361 (58.6%) | <0.001 |
| Aspirin (n) | 7679 (16.3%) | 17615 (23.4%) | 8788 (28.2%) | 1202 (29.8%) | <0.001 |
| eGFR<60 mL/min/1.73 m2 | 0 (0.0%) | 0 (0.0%) | 31137 (100.0%) | 4029 (100.0%) | - |
| HbA1c ≥7% | 23573 (50.6%) | 37212 (50.2%) | 16963 (55.3%) | 2141 (54.1%) | <0.001 |
| Total cholesterol (mg/dL) | 179±39 | 177±38 | 176±39 | 176±43 | <0.001 |
| Triglycerides ≥150 mg/dl (n) | 12929 (29.0%) | 20049 (28.4%) | 10869 (38.0%) | 1620 (45.2%) | <0.001 |
| HDL <40M <50F mg/dL (n) | 15516 (35.2%) | 22818 (33.0%) | 11907 (42.5%) | 1867 (53.5%) | <0.001 |
| LDL ≥100 mg/dL (n) | 22213 (51.0%) | 32993 (47.7%) | 12568 (45.1%) | 1521 (43.8%) | <0.001 |
| Blood Pressure ≥140/85 mmHg (n) | 20000 (48.7%) | 35448 (55.5%) | 14283 (56.3%) | 1731 (54.8%) | <0.001 |
| Treatment with fibrates (n) | 1170 (2.5%) | 2049 (2.7%) | 1218 (3.9%) | 151 (3.7%) | <0.001 |
| Metformin (n) | 37429 (79.2%) | 54434 (72.4%) | 15754 (50.6%) | 617 (15.3%) | <0.001 |
| Sulphonylureas/Repaglinide (n) | 21684 (45.9%) | 38060 (50.6%) | 15742 (50.6%) | 1383 (34.3%) | <0.001 |
| Acarbose (n) | 1267 (2.7%) | 2096 (2.8%) | 1120 (3.6%) | 130 (3.2%) | <0.001 |
| Glitazones (n) | 1437 (3.0%) | 2056 (2.7%) | 725 (2.3%) | 62 (1.5%) | <0.001 |
| Insulin (n) | 12007 (25.4%) | 20693 (27.5%) | 13375 (43.0%) | 2756 (68.4%) | <0.001 |
Mean±SD or absolute frequency (percentage). Overall p value refers to the significance of model with eGFR in the four categories as explanatory variable. Adjusted p value refers to significance of regression coefficient of each variable in a mixed linear model with continuous eGFR as dependent variable. Legend as in Table 1.
Figure 1Proportion of T2DM patients taking metformin according to age quartiles and eGFR classes