| Literature DB >> 28939716 |
Francesca Viazzi1, Pamela Piscitelli2, Antonio Ceriello3,4, Paola Fioretto5, Carlo Giorda6, Pietro Guida7, Giuseppina Russo8, Salvatore De Cosmo2, Roberto Pontremoli9.
Abstract
BACKGROUND: Apparent treatment resistant hypertension (aTRH) is highly prevalent in patients with type 2 diabetes mellitus (T2D) and entails worse cardiovascular prognosis. The impact of aTRH and long-term achievement of recommended blood pressure (BP) values on renal outcome remains largely unknown. We assessed the role of aTRH and BP on the development of chronic kidney disease in patients with T2D and hypertension in real-life clinical practice. METHODS ANDEntities:
Keywords: albuminuria; blood pressure; chronic kidney disease; diabetes (kidney); glomerular filtration rate; resistant hypertension
Mesh:
Substances:
Year: 2017 PMID: 28939716 PMCID: PMC5634309 DOI: 10.1161/JAHA.117.006745
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Flow diagram for selection of study patients. eGFR indicates estimated glomerular filtration rate.
Baseline Characteristics of Study Patients Stratified by ATRH
| All | No aTRH | aTRH |
| |
|---|---|---|---|---|
| n=29 923 | n=24 934 | n=4989 | ||
| Male sex | 16 969 (56.7%) | 14 432 (57.9%) | 2537 (50.9%) | <0.001 |
| Age, y | 65±9 | 64±9 | 67±8 | <0.001 |
| Known duration of diabetes mellitus, y | 11±8 | 10±8 | 11±8 | <0.001 |
| BMI, kg/m2 | 30±5 | 29±5 | 31±5 | <0.001 |
| Serum creatinine, μmol/L | 74±15 | 73±15 | 74±15 | 0.005 |
| eGFR, mL/min per 1.73 m2 | 86±13 | 86±13 | 83±13 | <0.001 |
| Albuminuria | 5874 (19.6%) | 4772 (19.1%) | 1102 (22.1%) | <0.001 |
| Microalbuminuria | 5121 (17.1%) | 4172 (16.7%) | 949 (19.0%) | <0.001 |
| Macroalbuminuria | 753 (2.5%) | 600 (2.4%) | 153 (3.1%) | 0.001 |
| Serum uric acid, μmol/L | 315±101 | 311±102 | 337±94 | <0.001 |
| SUA in the top sex‐specific quintile | 2878 (19.3%) | 2112 (17.1%) | 766 (30.0%) | <0.001 |
| HbA1c, % | 7.3±1.3 | 7.2±1.3 | 7.3±1.3 | 0.049 |
| HbA1c, mmol/mol | 55.7±14.0 | 55.7±14.0 | 56.1±14.1 | 0.049 |
| HbA1c ≥7% (≥53 mmol/mol) | 15 987 (53.8%) | 13 244 (53.5%) | 2743 (55.5%) | 0.026 |
| Total cholesterol, mmol/L | 4.83±0.96 | 4.85±0.97 | 4.71±0.93 | <0.001 |
| Triglycerides, mmol/L | 1.55±0.98 | 1.54±1.00 | 1.58±0.89 | 0.002 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 8780 (31.2%) | 7181 (30.6%) | 1599 (34.2%) | <0.001 |
| HDL, mmol/L | 1.32±0.38 | 1.33±0.38 | 1.29±0.37 | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 8657 (31.2%) | 7009 (30.3%) | 1648 (36.0%) | <0.001 |
| LDL, mmol/L | 2.84±0.85 | 2.86±0.85 | 2.73±0.82 | <0.001 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 16 483 (59.7%) | 14 009 (60.8%) | 2474 (54.4%) | <0.001 |
| Systolic BP, mm Hg | 143±17 | 142±17 | 148±18 | <0.001 |
| Diastolic BP, mm Hg | 81±9 | 81±9 | 82±10 | <0.001 |
| BP ≥140/85 mm Hg | 21 711 (72.6%) | 17 491 (70.1%) | 4220 (84.6%) | <0.001 |
| Nonproliferative retinopathy | 3955 (13.2%) | 3301 (13.2%) | 654 (13.1%) | 0.906 |
| Proliferative retinopathy | 1169 (3.9%) | 934 (3.7%) | 235 (4.7%) | 0.002 |
| Lipid‐lowering treatment | 14 579 (48.7%) | 11 716 (47.0%) | 2863 (57.4%) | <0.001 |
| Treatment with statins | 13 456 (45.0%) | 10 773 (43.2%) | 2683 (53.8%) | <0.001 |
| Treatment with fibrates | 656 (2.2%) | 559 (2.2%) | 97 (1.9%) | 0.123 |
| No. of antihypertensive drugs | 1.6±1.3 | 1.2±1.0 | 3.6±0.8 | … |
| Antihypertensive treatment | 23 106 (77.2%) | 18 117 (72.7%) | 4989 (100.0%) | … |
| Treatment with ACE‐Is/ARBs | 19 512 (65.2%) | 14 767 (59.2%) | 4745 (95.1%) | … |
| Aspirin | 9296 (31.1%) | 7354 (29.5%) | 1942 (38.9%) | <0.001 |
| Antidiabetic therapy | ||||
| Diet | 2177 (7.3%) | 1853 (7.4%) | 324 (6.5%) | 0.018 |
| Oral antidiabetic drugs | 20 137 (67.3%) | 16 864 (67.6%) | 3273 (65.6%) | 0.008 |
| Oral antidiabetic drugs and insulin | 4559 (15.2%) | 3672 (14.7%) | 887 (17.8%) | <0.001 |
| Insulin | 3050 (10.2%) | 2545 (10.2%) | 505 (10.1%) | 0.738 |
Mean±SD or absolute frequency (percentage). Patients' baseline missing data: known duration of diabetes mellitus in 937 (3.1%), BMI in 1600 (5.3%), serum uric acid in 15 003 (50.1%), HbA1c in 231 (0.8%), total cholesterol in 2078 (6.9%), triglycerides in 1805 (6%), HDL in 2178 (7.3%), LDL in 2319 (7.7%), and smoking status in 13 650 (45.6%). ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol; SUA, serum uric acid.
Figure 2Cumulative incidence of renal outcomes in patients with and without aTRH and T2D. ATRH indicates apparent treatment resistant hypertension; CI, confidence interval; eGFR, estimated glomerular filtration rate; T2D, type 2 diabetes mellitus. *P<0.001 vs No‐aTRH. Adjusted odds ratios for eGFR <60 mL/min per 1.73 m2, 1.31 (CI 1.19–1.44; P<0.001), for eGFR reduction >30% from baseline, 1.43 (CI 1.28–1.58; P<0.001), for eGFR <60 or reduction >30% from baseline, 1.30 (CI 1.19–1.42; P<0.001).
Baseline Characteristics of Study Patients on the Basis of Renal Outcome Within 4‐Year
| eGFR <60 mL/min per 1.73 m2 | eGFR Reduction >30% | eGFR <60 or Reduction >30% | |||||||
|---|---|---|---|---|---|---|---|---|---|
| No | Yes |
| No | Yes |
| No | Yes |
| |
| n=24 216 | n=5707 | n=26 372 | n=3551 | n=23 501 | n=6422 | ||||
| Male sex | 14 071 (58.1%) | 2898 (50.8%) | <0.001 | 15 247 (57.8%) | 1722 (48.5%) | <0.001 | 13 743 (58.5%) | 3226 (50.2%) | <0.001 |
| Age, y | 64±9 | 69±8 | <0.001 | 64±9 | 67±9 | <0.001 | 64±9 | 68±8 | <0.001 |
| Known duration of diabetes mellitus, y | 10±8 | 12±9 | <0.001 | 10±8 | 11±9 | <0.001 | 10±8 | 12±9 | <0.001 |
| BMI, kg/m2 | 30±5 | 30±5 | 0.132 | 30±5 | 30±5 | <0.001 | 30±5 | 30±5 | 0.002 |
| Serum creatinine, μmol/L | 72±14 | 81±14 | <0.001 | 74±15 | 72±15 | <0.001 | 72±14 | 79±15 | <0.001 |
| eGFR, mL/min per 1.73 m2 | 88±12 | 75±11 | <0.001 | 86±13 | 85±13 | <0.001 | 88±12 | 77±13 | <0.001 |
| Albuminuria | 4350 (18.0%) | 1524 (26.7%) | <0.001 | 4846 (18.4%) | 1028 (28.9%) | <0.001 | 4173 (17.8%) | 1701 (26.5%) | <0.001 |
| Microalbuminuria | 3899 (16.1%) | 1222 (21.4%) | <0.001 | 4310 (16.3%) | 811 (22.8%) | <0.001 | 3746 (15.9%) | 1375 (21.4%) | <0.001 |
| Macroalbuminuria | 451 (1.9%) | 302 (5.3%) | <0.001 | 536 (2.0%) | 217 (6.1%) | <0.001 | 427 (1.8%) | 326 (5.1%) | <0.001 |
| Serum uric acid, μmol/L | 311±98 | 335±113 | <0.001 | 314±97 | 327±130 | <0.001 | 311±98 | 331±110 | <0.001 |
| SUA in the top sex‐specific quintile | 2121 (17.5%) | 757 (27.0%) | <0.001 | 2473 (18.7%) | 405 (23.8%) | <0.001 | 2068 (17.5%) | 810 (26.0%) | <0.001 |
| HbA1c, % | 7.2±1.3 | 7.3±1.3 | <0.001 | 7.2±1.3 | 7.4±1.4 | <0.001 | 7.2±1.3 | 7.4±1.3 | <0.001 |
| HbA1c, mmol/mol | 56±14 | 57±14 | <0.001 | 56±14 | 58±15 | <0.001 | 55±14 | 57±14 | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 12 725 (52.9%) | 3262 (57.7%) | <0.001 | 13 920 (53.2%) | 2067 (58.8%) | <0.001 | 12 328 (52.8%) | 3659 (57.6%) | <0.001 |
| Total cholesterol, mmol/L | 4.84±0.96 | 4.78±0.96 | <0.001 | 4.84±0.96 | 4.75±0.97 | <0.001 | 4.84±0.96 | 4.78±0.97 | <0.001 |
| Triglycerides, mmol/L | 1.53±0.98 | 1.62±0.98 | <0.001 | 1.53±0.97 | 1.65±1.07 | <0.001 | 1.53±0.98 | 1.63±1.00 | <0.001 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 6933 (30.5%) | 1847 (34.4%) | <0.001 | 7612 (30.7%) | 1168 (34.9%) | <0.001 | 6687 (30.3%) | 2093 (34.7%) | <0.001 |
| HDL, mmol/L | 1.32±0.37 | 1.32±0.39 | 0.290 | 1.32±0.37 | 1.31±0.39 | 0.396 | 1.32±0.37 | 1.32±0.39 | 0.198 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 6876 (30.6%) | 1781 (33.9%) | <0.001 | 7502 (30.7%) | 1155 (35.3%) | <0.001 | 6641 (30.4%) | 2016 (34.1%) | <0.001 |
| LDL, mmol/L | 2.86±0.85 | 2.77±0.85 | <0.001 | 2.85±0.85 | 2.74±0.85 | <0.001 | 2.86±0.85 | 2.77±0.85 | <0.001 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 13 569 (60.7%) | 2914 (55.6%) | <0.001 | 14 724 (60.5%) | 1759 (54.1%) | <0.001 | 13 205 (60.8%) | 3278 (55.8%) | <0.001 |
| Systolic BP, mm Hg | 143±17 | 145±18 | <0.001 | 143±17 | 145±18 | <0.001 | 143±17 | 144±18 | <0.001 |
| Diastolic BP, mm Hg | 81±9 | 80±9 | <0.001 | 81±9 | 81±10 | 0.018 | 81±9 | 80±9 | <0.001 |
| BP ≥140/85 mm Hg | 17 599 (72.7%) | 4112 (72.1%) | 0.221 | 19 113 (72.5%) | 2598 (73.2%) | 0.345 | 17 073 (72.6%) | 4638 (72.2%) | 0.365 |
| Nonproliferative retinopathy | 3056 (12.6%) | 899 (15.8%) | <0.001 | 3403 (12.9%) | 552 (15.5%) | <0.001 | 2958 (12.6%) | 997 (15.5%) | <0.001 |
| Proliferative retinopathy | 861 (3.6%) | 308 (5.4%) | <0.001 | 972 (3.7%) | 197 (5.5%) | <0.001 | 820 (3.5%) | 349 (5.4%) | <0.001 |
| Lipid‐lowering treatment | 11 610 (47.9%) | 2969 (52.0%) | <0.001 | 12 806 (48.6%) | 1773 (49.9%) | 0.218 | 11 270 (48.0%) | 3309 (51.5%) | <0.001 |
| Treatment with statins | 10 736 (44.3%) | 2720 (47.7%) | <0.001 | 11 842 (44.9%) | 1614 (45.5%) | 0.769 | 10 436 (44.4%) | 3020 (47.0%) | <0.001 |
| Treatment with fibrates | 512 (2.1%) | 144 (2.5%) | 0.090 | 564 (2.1%) | 92 (2.6%) | 0.117 | 489 (2.1%) | 167 (2.6%) | 0.021 |
| Antihypertensive treatment | 18 276 (75.5%) | 4830 (84.6%) | <0.001 | 20 170 (76.5%) | 2936 (82.7%) | <0.001 | 17 728 (75.4%) | 5378 (83.7%) | <0.001 |
| Treatment with ACE‐Is/ARBs | 15 408 (63.6%) | 4104 (71.9%) | <0.001 | 17 015 (64.5%) | 2497 (70.3%) | <0.001 | 14 936 (63.6%) | 4576 (71.3%) | <0.001 |
| Aspirin | 7243 (29.9%) | 2053 (36.0%) | <0.001 | 8132 (30.8%) | 1164 (32.8%) | <0.001 | 7050 (30.0%) | 2246 (35.0%) | <0.001 |
| Antidiabetic therapy | |||||||||
| Diet | 1919 (7.9%) | 258 (4.5%) | <0.001 | 2043 (7.7%) | 134 (3.8%) | <0.001 | 1890 (8.0%) | 287 (4.5%) | <0.001 |
| Oral antidiabetic drugs | 16 581 (68.5%) | 3556 (62.3%) | <0.001 | 17 898 (67.9%) | 2239 (63.1%) | <0.001 | 16 105 (68.5%) | 4032 (62.8%) | <0.001 |
| Oral antidiabetic drugs and insulin | 3424 (14.1%) | 1135 (19.9%) | <0.001 | 3819 (14.5%) | 740 (20.8%) | <0.001 | 3284 (14.0%) | 1275 (19.9%) | <0.001 |
| Insulin | 2292 (9.5%) | 758 (13.3%) | <0.001 | 2612 (9.9%) | 438 (12.3%) | 0.001 | 2222 (9.5%) | 828 (12.9%) | <0.001 |
| Apparent treatment resistant hypertension | 3631 (15.0%) | 1358 (23.8%) | <0.001 | 4143 (15.7%) | 846 (23.8%) | <0.001 | 3507 (14.9%) | 1482 (23.1%) | <0.001 |
| BPC | 3859 (15.9%) | 853 (14.9%) | 0.117 | 4200 (15.9%) | 553 (15.6%) | 0.540 | 3751 (16.0%) | 972 (15.1%) | 0.168 |
Mean±SD or absolute frequency (percentage). ACE‐Is indicates 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‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol; SUA, serum uric acid.
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded.
Figure 3Blood pressure changes during follow‐up. ATRH indicates apparent treatment resistant hypertension; BP, blood pressure; blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg.
Baseline Characteristics of Study Patients and Renal Outcomes During the 4‐Year Follow‐up Stratified by ATRH and BPC
| No ATRH | No ATRH | ATRH | ATRH |
| |
|---|---|---|---|---|---|
| BPC | No BPC | BPC | No BPC | ||
| n=4198 | n=20 736 | n=514 | n=4475 | ||
| Male sex | 2461 (58.6%) | 11 971 (57.7%) | 280 (54.5%) | 2257 (50.4%) | <0.001 |
| Age, y | 63±9 | 65±9 | 65±9 | 67±8 | <0.001 |
| Known duration of diabetes mellitus, y | 10±8 | 11±8 | 10±9 | 11±8 | <0.001 |
| BMI, kg/m2 | 29±5 | 29±5 | 31±6 | 32±5 | <0.001 |
| Serum creatinine, μmol/L | 75±15 | 73±15 | 75±15 | 74±15 | <0.001 |
| eGFR, mL/min per 1.73 m2 | 86±14 | 86±13 | 83±13 | 83±13 | <0.001 |
| Albuminuria | 694 (16.5%) | 4078 (19.7%) | 91 (17.7%) | 1011 (22.6%) | <0.001 |
| Microalbuminuria | 616 (14.7%) | 3556 (17.1%) | 81 (15.8%) | 868 (19.4%) | <0.001 |
| Macroalbuminuria | 78 (1.9%) | 522 (2.5%) | 10 (1.9%) | 143 (3.2%) | <0.001 |
| Serum uric acid, μmol/L | 314±78 | 310±107 | 339±88 | 336±95 | <0.001 |
| Serum uric acid in the top sex‐specific quintile | 491 (20.2%) | 1847 (18.6%) | 114 (36.4%) | 720 (32.1%) | <0.001 |
| HbA1c, % | 7.1±1.2 | 7.3±1.3 | 7.2±1.3 | 7.3±1.3 | <0.001 |
| HbA1c, mmol/mol | 54±13 | 56±14 | 55±14 | 56±14 | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 2019 (48.5%) | 11 225 (54.5%) | 256 (50.6%) | 2487 (56.1%) | <0.001 |
| Total cholesterol, mmol/L | 4.68±0.95 | 4.89±0.97 | 4.48±0.83 | 4.74±0.94 | <0.001 |
| Triglycerides, mmol/L | 1.51±0.94 | 1.55±1.01 | 1.61±0.89 | 1.58±0.89 | 0.010 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1172 (29.5%) | 6009 (30.9%) | 173 (36.2%) | 1426 (33.9%) | <0.001 |
| HDL, mmol/L | 1.28±0.39 | 1.34±0.37 | 1.23±0.37 | 1.30±0.37 | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1373 (34.8%) | 5636 (29.3%) | 199 (42.2%) | 1449 (35.3%) | <0.001 |
| LDL, mmol/L | 2.75±0.84 | 2.88±0.85 | 2.56±0.76 | 2.75±0.83 | <0.001 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 2155 (55.1%) | 11 854 (61.9%) | 219 (47.2%) | 2255 (55.2%) | <0.001 |
| Systolic BP, mm Hg | 126±12 | 145±16 | 129±14 | 150±17 | <0.001 |
| Diastolic BP, mm Hg | 76±8 | 82±9 | 77±9 | 83±9 | <0.001 |
| BP ≥140/85 mm Hg | 893 (21.3%) | 16 598 (80.0%) | 165 (32.1%) | 4055 (90.6%) | <0.001 |
| Nonproliferative retinopathy | 500 (11.9%) | 2801 (13.5%) | 59 (11.5%) | 595 (13.3%) | 0.008 |
| Proliferative retinopathy | 139 (3.3%) | 795 (3.8%) | 24 (4.7%) | 211 (4.7%) | 0.001 |
| Smokers | 453 (18.6%) | 1853 (16.7%) | 44 (14.9%) | 285 (11.7%) | <0.001 |
| Lipid‐lowering treatment | 2427 (57.8%) | 9289 (44.8%) | 332 (64.6%) | 2531 (56.6%) | <0.001 |
| Treatment with statins | 2246 (53.5%) | 8527 (41.1%) | 304 (59.1%) | 2379 (53.2%) | <0.001 |
| Treatment with fibrates | 104 (2.5%) | 455 (2.2%) | 7 (1.4%) | 90 (2.0%) | 0.205 |
| Antihypertensive treatment | 3869 (92.2%) | 14 248 (68.7%) | 514 (100.0%) | 4475 (100.0%) | <0.001 |
| Treatment with ACE‐Is/ARBs | 3069 (73.1%) | 11 698 (56.4%) | 494 (96.1%) | 4251 (95.0%) | <0.001 |
| Aspirin | 1539 (36.7%) | 5815 (28.0%) | 197 (38.3%) | 1745 (39.0%) | <0.001 |
| Antidiabetic therapy | |||||
| Diet | 361 (8.6%) | 1492 (7.2%) | 36 (7.0%) | 288 (6.4%) | 0.024 |
| Oral antidiabetic drugs | 2807 (66.9%) | 14 057 (67.8%) | 328 (63.8%) | 2945 (65.8%) | 0.007 |
| Oral antidiabetic drugs and insulin | 555 (13.2%) | 3117 (15.0%) | 80 (15.6%) | 807 (18.0%) | <0.001 |
| Insulin | 475 (11.3%) | 2070 (10.0%) | 70 (13.6%) | 435 (9.7%) | 0.007 |
The P values refer to the overall significance of logistic mixed regression model for categorical data or linear for continuous variables with blood pressure group as dependent variable. Mean±SD or absolute frequency (percentage). ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; aTRH, apparent resistant hypertension; BMI, body mass index; BP, blood pressure; BPC, blood pressure control; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Multivariate Analysis for the Occurrence of 4‐Year Renal Outcome
| eGFR <60 mL/min per 1.73 m2 | eGFR Reduction ≥30% | eGFR <60 or Reduction ≥30% | ||||
|---|---|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Male sex | 0.80 (0.74–0.87) | <0.001 | 0.74 (0.68–0.80) | <0.001 | 0.76 (0.71–0.82) | <0.001 |
| Age (by 10 y) | 1.48 (1.41–1.56) | <0.001 | 1.54 (1.45–1.64) | <0.001 | 1.35 (1.29–1.42) | <0.001 |
| Duration of diabetes mellitus (by 10 y) | 1.00 (0.95–1.05) | 0.936 | 0.97 (0.92–1.02) | 0.235 | 1.00 (0.95–1.04) | 0.953 |
| BMI (by 5 kg/m2) | 1.09 (1.05–1.14) | <0.001 | 1.08 (1.04–1.13) | <0.001 | 1.07 (1.04–1.11) | <0.001 |
| eGFR (by 10 mL/min per 1.73 m2) | 0.40 (0.38–0.41) | <0.001 | 1.07 (1.03–1.11) | <0.001 | 0.53 (0.51–0.54) | <0.001 |
| Microalbuminuria | 1.69 (1.53–1.86) | <0.001 | 1.77 (1.59–1.96) | <0.001 | 1.70 (1.55–1.86) | <0.001 |
| Macroalbuminuria | 4.49 (3.65–5.52) | <0.001 | 4.23 (3.45–5.19) | <0.001 | 4.05 (3.34–4.92) | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 1.06 (0.97–1.15) | 0.172 | 1.04 (0.95–1.14) | 0.358 | 1.05 (0.97–1.13) | 0.234 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1.17 (1.07–1.27) | <0.001 | 1.18 (1.08–1.30) | <0.001 | 1.18 (1.09–1.27) | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1.09 (1.00–1.19) | 0.039 | 1.12 (1.02–1.23) | 0.017 | 1.09 (1.01–1.18) | 0.024 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 0.84 (0.78–0.91) | <0.001 | 0.80 (0.73–0.87) | <0.001 | 0.84 (0.79–0.9) | <0.001 |
| Nonproliferative retinopathy | 1.11 (1.00–1.24) | 0.054 | 1.12 (0.99–1.26) | 0.061 | 1.11 (1.00–1.22) | 0.051 |
| Proliferative retinopathy | 1.27 (1.06–1.53) | 0.009 | 1.20 (0.99–1.46) | 0.062 | 1.28 (1.08–1.51) | 0.004 |
| Lipid‐lowering treatment | 0.93 (0.86–1.01) | 0.090 | 0.92 (0.84–1.01) | 0.071 | 0.93 (0.86–1.00) | 0.041 |
| Antihypertensive treatment | 1.42 (1.23–1.64) | <0.001 | 1.35 (1.15–1.58) | <0.001 | 1.37 (1.20–1.56) | <0.001 |
| Treatment with ACE‐Is/ARBs | 0.95 (0.84–1.06) | 0.347 | 0.92 (0.81–1.05) | 0.205 | 0.96 (0.86–1.06) | 0.403 |
| Aspirin | 1.08 (0.99–1.18) | 0.086 | 1.03 (0.93–1.13) | 0.616 | 1.08 (1.00–1.17) | 0.059 |
| Antidiabetic therapy | ||||||
| Diet | 0.72 (0.61–0.86) | <0.001 | 0.69 (0.56–0.85) | <0.001 | 0.73 (0.62–0.85) | <0.001 |
| Oral antidiabetic drugs | 1.00 | 1.00 | 1.00 | |||
| Oral antidiabetic drugs and insulin | 1.24 (1.11–1.38) | <0.001 | 1.24 (1.11–1.40) | <0.001 | 1.23 (1.12–1.37) | <0.001 |
| Insulin | 1.24 (1.09–1.40) | 0.001 | 1.20 (1.04–1.38) | 0.010 | 1.23 (1.09–1.38) | 0.001 |
| Group ATRH and BPC | ||||||
| No ATRH and BPC | 1.00 | 1.00 | 1.00 | |||
| No ATRH and No BPC | 1.05 (0.94–1.18) | 0.393 | 1.00 (0.87–1.13) | 0.940 | 1.04 (0.93–1.16) | 0.486 |
| ATRH and BPC | 1.78 (1.37–2.32) | <0.001 | 1.87 (1.43–2.45) | <0.001 | 1.68 (1.32–2.15) | <0.001 |
| ATRH and No BPC | 1.32 (1.15–1.52) | <0.001 | 1.37 (1.18–1.59) | <0.001 | 1.30 (1.14–1.48) | <0.001 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Odds ratio for single renal outcome with 95% confidence interval (CI). Complete‐case analysis including 24 640 patients for which all data were observed. ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Baseline Characteristics of Study Patients Stratified by Sex
| Women | Men |
| |
|---|---|---|---|
| n=12 954 | n=16 969 | ||
| Age, y | 66±9 | 64±9 | <0.001 |
| Known duration of diabetes mellitus, y | 11±9 | 10±8 | <0.001 |
| BMI, kg/m2 | 30±6 | 29±4 | <0.001 |
| Serum creatinine, μmol/L | 64±11 | 81±13 | <0.001 |
| eGFR, mL/min per 1.73 m2 | 85±13 | 86±13 | <0.001 |
| Albuminuria | 1970 (15.2%) | 3904 (23.0%) | <0.001 |
| Microalbuminuria | 1744 (13.5%) | 3377 (19.9%) | <0.001 |
| Macroalbuminuria | 226 (1.7%) | 527 (3.1%) | <0.001 |
| Serum uric acid, μmol/L | 297±111 | 329±90 | <0.001 |
| SUA in the top sex‐specific quintile | 1189 (18.4%) | 1689 (20.0%) | 0.015 |
| HbA1c, % | 7.4±1.3 | 7.2±1.3 | <0.001 |
| HbA1c, mmol/mol | 57±14 | 55±14 | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 7362 (57.3%) | 8625 (51.2%) | <0.001 |
| Total cholesterol, mmol/L | 5.01±0.95 | 4.70±0.95 | <0.001 |
| Triglycerides, mmol/L | 1.52±0.95 | 1.57±1.00 | <0.001 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 3720 (30.5%) | 5060 (31.8%) | 0.031 |
| HDL, mmol/L | 1.42±0.39 | 1.25±0.35 | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 4642 (38.7%) | 4015 (25.5%) | <0.001 |
| LDL, mmol/L | 2.93±0.86 | 2.77±0.84 | <0.001 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 7602 (63.4%) | 8881 (56.9%) | <0.001 |
| Systolic BP, mm Hg | 144±17 | 143±17 | <0.001 |
| Diastolic BP, mm Hg | 81±9 | 81±9 | <0.001 |
| BP ≥140/85 mm Hg | 9397 (72.5%) | 12 314 (72.6%) | 0.498 |
| Nonproliferative retinopathy | 1645 (12.7%) | 2310 (13.6%) | 0.079 |
| Proliferative retinopathy | 500 (3.9%) | 669 (3.9%) | 0.565 |
| Lipid‐lowering treatment | 794 (11.6%) | 1841 (19.5%) | <0.001 |
| Treatment with statins | 6395 (49.4%) | 8184 (48.2%) | 0.300 |
| Treatment with fibrates | 5979 (46.2%) | 7477 (44.1%) | 0.008 |
| No. of antihypertensive drugs | 246 (1.9%) | 410 (2.4%) | 0.008 |
| Antihypertensive treatment | 10 256 (79.2%) | 12 850 (75.7%) | <0.001 |
| Treatment with ACE‐Is/ARBs | 8518 (65.8%) | 10 994 (64.8%) | 0.083 |
| Aspirin | 3543 (27.4%) | 5753 (33.9%) | <0.001 |
| Antidiabetic therapy | |||
| Diet | 838 (6.5%) | 1339 (7.9%) | <0.001 |
| Oral antidiabetic drugs | 8477 (65.4%) | 11 660 (68.7%) | <0.001 |
| Oral antidiabetic drugs and insulin | 2285 (17.6%) | 2274 (13.4%) | <0.001 |
| Insulin | 1354 (10.5%) | 1696 (10.0%) | 0.123 |
| Apparent resistant hypertension | 2452 (18.9%) | 2537 (15.0%) | <0.001 |
| BP control in at least 75% of visits for GFR <60 | 1971 (15.2%) | 2741 (16.2%) | 0.010 |
| BP control in at least 75% of visits for GFR red >30% | 1988 (15.3%) | 2765 (16.3%) | 0.010 |
| BP control in at least 75% of visits for GFR <60 or red >30% | 1982 (15.3%) | 2741 (16.2%) | 0.017 |
| 4‐year outcome | |||
| GFR <60 | 2809 (21.7%) | 2898 (17.1%) | <0.001 |
| GFR reduction >30% than baseline | 1829 (14.1%) | 1722 (10.1%) | <0.001 |
| GFR <60 or reduction >30% than baseline | 3196 (24.7%) | 3226 (19.0%) | <0.001 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Complete‐case analysis including 29 923 patients for which all data were observed. ACE‐Is indicates 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‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol; SUA, serum uric acid.
Baseline Characteristics of Study Patients Stratified by Age
| <55 Years | 56 to 65 Years | >65 Years |
| |
|---|---|---|---|---|
| n=4772 | n=11 052 | n=14 099 | ||
| Male sex | 3023 (63.3%) | 6415 (58.0%) | 7531 (53.4%) | <0.001 |
| Age, y | 50±5 | 61±3 | 72±5 | … |
| Known duration of diabetes mellitus, y | 7±6 | 9±8 | 13±9 | <0.001 |
| BMI, kg/m2 | 31±6 | 30±5 | 29±5 | <0.001 |
| Serum creatinine, μmol/L | 73±15 | 74±15 | 74±14 | <0.001 |
| eGFR, mL/min per 1.73 m2 | 97±13 | 88±12 | 80±11 | <0.001 |
| Albuminuria | 1031 (21.6%) | 2083 (18.8%) | 2760 (19.6%) | <0.001 |
| Microalbuminuria | 889 (18.6%) | 1819 (16.5%) | 2413 (17.1%) | 0.001 |
| Macroalbuminuria | 142 (3.0%) | 264 (2.4%) | 347 (2.5%) | 0.139 |
| Serum uric acid, μmol/L | 313±85 | 318±106 | 314±102 | 0.073 |
| SUA in the top sex‐specific quintile | 465 (19.7%) | 1062 (19.4%) | 1351 (19.1%) | 0.809 |
| HbA1c, % | 7.4±1.5 | 7.3±1.3 | 7.2±1.2 | <0.001 |
| HbA1c, mmol/mol | 57±17 | 56±14 | 55±13 | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 2504 (52.8%) | 5859 (53.4%) | 7624 (54.5%) | 0.009 |
| Total cholesterol, mmol/L | 4.92±1.01 | 4.85±0.97 | 4.78±0.94 | <0.001 |
| Triglycerides, mmol/L | 1.78±1.28 | 1.60±1.05 | 1.43±0.78 | <0.001 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1751 (39.0%) | 3548 (34.1%) | 3481 (26.3%) | <0.001 |
| HDL, mmol/L | 1.24±0.34 | 1.30±0.36 | 1.37±0.39 | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1666 (37.3%) | 3402 (33.1%) | 3589 (27.6%) | <0.001 |
| LDL, mmol/L | 2.92±0.90 | 2.85±0.85 | 2.80±0.83 | <0.001 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 2773 (63.2%) | 6155 (60.3%) | 7555 (58.1%) | <0.001 |
| Systolic BP, mm Hg | 139±17 | 142±17 | 145±17 | <0.001 |
| Diastolic BP, mm Hg | 84±9 | 82±9 | 80±9 | <0.001 |
| BP ≥140/85 mm Hg | 3391 (71.1%) | 7949 (71.9%) | 10 371 (73.6%) | <0.001 |
| Nonproliferative retinopathy | 537 (11.3%) | 1424 (12.9%) | 1994 (14.1%) | <0.001 |
| Proliferative retinopathy | 154 (3.2%) | 428 (3.9%) | 587 (4.2%) | 0.034 |
| Lipid‐lowering treatment | 722 (25.9%) | 1158 (18.8%) | 755 (10.3%) | <0.001 |
| Treatment with statins | 1973 (41.3%) | 5538 (50.1%) | 7068 (50.1%) | <0.001 |
| Treatment with fibrates | 1714 (35.9%) | 5078 (45.9%) | 6664 (47.3%) | <0.001 |
| No. of antihypertensive drugs | 172 (3.6%) | 272 (2.5%) | 212 (1.5%) | <0.001 |
| Antihypertensive treatment | 3343 (70.1%) | 8379 (75.8%) | 11 384 (80.7%) | <0.001 |
| Treatment with ACE‐Is/ARBs | 2878 (60.3%) | 7154 (64.7%) | 9480 (67.2%) | <0.001 |
| Aspirin | 921 (19.3%) | 3299 (29.8%) | 5076 (36.0%) | <0.001 |
| Antidiabetic therapy | ||||
| Diet | 403 (8.4%) | 862 (7.8%) | 912 (6.5%) | <0.001 |
| Oral antidiabetic drugs | 3219 (67.5%) | 7503 (67.9%) | 9415 (66.8%) | 0.077 |
| Oral antidiabetic drugs and insulin | 678 (14.2%) | 1734 (15.7%) | 2147 (15.2%) | 0.018 |
| Insulin | 472 (9.9%) | 953 (8.6%) | 1625 (11.5%) | <0.001 |
| Apparent resistant hypertension | 512 (10.7%) | 1761 (15.9%) | 2716 (19.3%) | <0.001 |
| BP control in at least 75% of visits for GFR <60 | 989 (20.7%) | 1788 (16.2%) | 1935 (13.7%) | <0.001 |
| BP control in at least 75% of visits for GFR red >30% | 992 (20.8%) | 1803 (16.3%) | 1958 (13.9%) | <0.001 |
| BP control in at least 75% of visits for GFR <60 or red >30% | 988 (20.7%) | 1796 (16.3%) | 1939 (13.8%) | <0.001 |
| 4‐year outcome | ||||
| GFR <60 mL/min per 1.73 m2 | 274 (5.7%) | 1519 (13.7%) | 3914 (27.8%) | <0.001 |
| GFR reduction >30% than baseline | 362 (7.6%) | 1122 (10.2%) | 2067 (14.7%) | <0.001 |
| GFR <60 or reduction >30% than baseline | 458 (9.6%) | 1836 (16.6%) | 4128 (29.3%) | <0.001 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Complete‐case analysis including 29 923 patients for which all data were observed. ACE‐Is indicates 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‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol; SUA, serum uric acid.
Multivariate Analysis by Sex for the Occurrence of 4‐Year Renal Outcome eGFR <60 mL/min per 1.73 m2
| Women | Men | |||
|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Age (by 10 y) | 1.51 (1.39–1.63) | <0.001 | 1.48 (1.37–1.59) | <0.001 |
| Duration of diabetes mellitus (by 10 y) | 0.97 (0.90–1.04) | 0.375 | 1.02 (0.95–1.09) | 0.616 |
| BMI (by 5 kg/m2) | 1.09 (1.04–1.15) | 0.001 | 1.09 (1.02–1.16) | 0.008 |
| eGFR (by 10 mL/min per 1.73 m2) | 0.42 (0.40–0.44) | <0.001 | 0.38 (0.36–0.40) | <0.001 |
| Microalbuminuria | 1.51 (1.29–1.78) | <0.001 | 1.78 (1.57–2.03) | <0.001 |
| Macroalbuminuria | 4.00 (2.76–5.80) | <0.001 | 4.55 (3.54–5.86) | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 1.08 (0.96–1.22) | 0.218 | 1.05 (0.94–1.17) | 0.419 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1.09 (0.96–1.23) | 0.192 | 1.26 (1.12–1.41) | <0.001 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1.06 (0.94–1.19) | 0.350 | 1.13 (1.00–1.28) | 0.043 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 0.80 (0.71–0.89) | <0.001 | 0.87 (0.78–0.97) | 0.009 |
| Nonproliferative retinopathy | 1.13 (0.96–1.33) | 0.131 | 1.07 (0.93–1.25) | 0.350 |
| Proliferative retinopathy | 1.33 (1.02–1.73) | 0.037 | 1.25 (0.98–1.61) | 0.074 |
| Lipid‐lowering treatment | 0.92 (0.82–1.03) | 0.132 | 0.94 (0.84–1.06) | 0.315 |
| Antihypertensive treatment | 1.49 (1.21–1.83) | <0.001 | 1.36 (1.11–1.66) | 0.003 |
| Treatment with ACE‐Is/ARBs | 0.93 (0.79–1.09) | 0.374 | 0.95 (0.81–1.12) | 0.565 |
| Aspirin | 1.19 (1.05–1.35) | 0.007 | 1.00 (0.88–1.12) | 0.946 |
| Antidiabetic therapy | ||||
| Diet | 0.76 (0.59–0.97) | 0.029 | 0.69 (0.54–0.87) | 0.002 |
| Oral antidiabetic drugs | 1.00 | 1.00 | ||
| Oral antidiabetic drugs and insulin | 1.26 (1.08–1.47) | 0.003 | 1.25 (1.07–1.46) | 0.006 |
| Insulin | 1.16 (0.97–1.40) | 0.109 | 1.34 (1.13–1.59) | 0.001 |
| Group ATRH and BPC | ||||
| No ATRH and BPC | 1.00 | 1.00 | ||
| No ATRH and No BPC | 1.01 (0.85–1.19) | 0.952 | 1.09 (0.93–1.28) | 0.294 |
| ATRH and BPC | 1.56 (1.07–2.28) | 0.022 | 2.01 (1.39–2.91) | <0.001 |
| ATRH and No BPC | 1.18 (0.96–1.44) | 0.110 | 1.47 (1.21–1.78) | <0.001 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Odds ratio for single renal outcome with 95% confidence interval (CI). Complete‐case analysis including 10 614 women and 14 026 men for which all data were observed. ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Multivariate Analysis by Sex for the Occurrence of 4‐Year Renal Outcome eGFR Reduction ≥30%
| Women | Men | |||
|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Age (by 10 y) | 1.53 (1.41–1.66) | <0.001 | 1.58 (1.45–1.72) | <0.001 |
| Duration of diabetes mellitus (by 10 y) | 0.99 (0.91–1.07) | 0.741 | 0.95 (0.88–1.02) | 0.173 |
| BMI (by 5 kg/m2) | 1.07 (1.01–1.13) | 0.017 | 1.10 (1.03–1.18) | 0.006 |
| eGFR (by 10 mL/min per 1.73 m2) | 1.10 (1.04–1.16) | <0.001 | 1.06 (1.00–1.12) | 0.036 |
| Microalbuminuria | 1.53 (1.30–1.81) | <0.001 | 1.92 (1.68–2.21) | <0.001 |
| Macroalbuminuria | 3.99 (2.77–5.73) | <0.001 | 4.21 (3.29–5.39) | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 1.01 (0.88–1.15) | 0.926 | 1.08 (0.95–1.23) | 0.213 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1.15 (1.01–1.32) | 0.034 | 1.23 (1.08–1.39) | 0.002 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1.09 (0.96–1.23) | 0.188 | 1.17 (1.02–1.34) | 0.023 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 0.77 (0.68–0.87) | <0.001 | 0.82 (0.73–0.92) | 0.001 |
| Nonproliferative retinopathy | 1.11 (0.93–1.32) | 0.236 | 1.12 (0.95–1.32) | 0.185 |
| Proliferative retinopathy | 1.24 (0.94–1.64) | 0.130 | 1.19 (0.91–1.56) | 0.212 |
| Lipid‐lowering treatment | 0.88 (0.78–1.00) | 0.054 | 0.97 (0.85–1.10) | 0.589 |
| Antihypertensive treatment | 1.41 (1.13–1.76) | 0.002 | 1.27 (1.01–1.59) | 0.040 |
| Treatment with ACE‐Is/ARBs | 0.91 (0.76–1.08) | 0.258 | 0.94 (0.78–1.13) | 0.511 |
| Aspirin | 1.07 (0.93–1.23) | 0.324 | 0.97 (0.85–1.11) | 0.682 |
| Antidiabetic therapy | ||||
| Diet | 0.61 (0.44–0.84) | 0.002 | 0.74 (0.56–0.97) | 0.032 |
| Oral antidiabetic drugs | 1.00 | 1.00 | ||
| Oral antidiabetic drugs and insulin | 1.23 (1.04–1.44) | 0.014 | 1.29 (1.09–1.53) | 0.003 |
| Insulin | 1.31 (1.08–1.59) | 0.006 | 1.11 (0.91–1.35) | 0.310 |
| Group ATRH and BPC | ||||
| No ATRH and BPC | 1.00 | 1.00 | ||
| No ATRH and No BPC | 0.86 (0.72–1.04) | 0.113 | 1.15 (0.95–1.39) | 0.149 |
| ATRH and BPC | 1.66 (1.14–2.43) | 0.008 | 2.12 (1.44–3.13) | <0.001 |
| ATRH and No BPC | 1.18 (0.96–1.46) | 0.123 | 1.61 (1.29–2.00) | <0.001 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Odds ratio for single renal outcome with 95% confidence interval (CI). Complete‐case analysis including 10 614 women and 14 026 men for which all data were observed. ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Multivariate Analysis by Groups of Age for the Occurrence of 4‐Year Renal Outcome eGFR <60 mL/min per 1.73 m2
| Age ≤55 Years | Age 56 to 65 Years | Age >65 Years | ||||
|---|---|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Male sex | 0.85 (0.62–1.16) | 0.296 | 0.79 (0.68–0.90) | 0.001 | 0.80 (0.73–0.89) | <0.001 |
| Age (by 10 y) | 1.01 (0.72–1.41) | 0.954 | 1.60 (1.25–2.05) | <0.001 | 1.52 (1.37–1.69) | <0.001 |
| Duration of diabetes mellitus (by 10 y) | 0.94 (0.74–1.21) | 0.635 | 0.92 (0.84–1.02) | 0.113 | 1.03 (0.97–1.09) | 0.400 |
| BMI (by 5 kg/m2) | 1.11 (0.97–1.26) | 0.124 | 1.03 (0.96–1.10) | 0.364 | 1.13 (1.07–1.19) | <0.001 |
| eGFR (by 10 mL/min per 1.73 m2) | 0.53 (0.47–0.59) | <0.001 | 0.43 (0.4–0.45) | <0.001 | 0.36 (0.34–0.38) | <0.001 |
| Microalbuminuria | 1.21 (0.83–1.75) | 0.324 | 1.70 (1.42–2.03) | <0.001 | 1.72 (1.51–1.96) | <0.001 |
| Macroalbuminuria | 4.72 (2.68–8.30) | <0.001 | 5.50 (3.94–7.69) | <0.001 | 3.47 (2.60–4.65) | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 1.05 (0.75–1.45) | 0.789 | 1.03 (0.88–1.19) | 0.736 | 1.08 (0.97–1.21) | 0.137 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1.24 (0.91–1.70) | 0.176 | 1.24 (1.07–1.43) | 0.004 | 1.15 (1.03–1.28) | 0.014 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1.07 (0.78–1.46) | 0.692 | 1.02 (0.88–1.19) | 0.776 | 1.12 (1.00–1.25) | 0.048 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 0.74 (0.54–1.00) | 0.048 | 0.78 (0.68–0.89) | <0.001 | 0.86 (0.78–0.95) | 0.003 |
| Nonproliferative retinopathy | 1.05 (0.67–1.66) | 0.827 | 1.10 (0.90–1.35) | 0.337 | 1.13 (0.98–1.29) | 0.084 |
| Proliferative retinopathy | 1.46 (0.75–2.85) | 0.270 | 1.79 (1.32–2.44) | <0.001 | 1.02 (0.81–1.30) | 0.850 |
| Lipid‐lowering treatment | 0.84 (0.62–1.16) | 0.295 | 0.99 (0.85–1.14) | 0.840 | 0.92 (0.83–1.02) | 0.096 |
| Antihypertensive treatment | 2.01 (1.19–3.39) | 0.009 | 1.50 (1.14–1.96) | 0.003 | 1.32 (1.10–1.59) | 0.003 |
| Treatment with ACE‐Is/ARBs | 0.60 (0.39–0.93) | 0.022 | 0.99 (0.79–1.23) | 0.903 | 0.98 (0.85–1.12) | 0.740 |
| Aspirin | 0.97 (0.66–1.42) | 0.871 | 0.89 (0.76–1.05) | 0.168 | 1.16 (1.04–1.29) | 0.008 |
| Antidiabetic therapy | ||||||
| Diet | 0.79 (0.42–1.49) | 0.466 | 0.65 (0.47–0.89) | 0.007 | 0.73 (0.59–0.91) | 0.005 |
| Oral antidiabetic drugs | 1.00 | 1.00 | 1.00 | |||
| Oral antidiabetic drugs and insulin | 1.59 (1.05–2.43) | 0.030 | 1.41 (1.16–1.71) | 0.001 | 1.15 (1.00–1.33) | 0.051 |
| Insulin | 1.71 (1.06–2.74) | 0.027 | 1.86 (1.48–2.34) | <0.001 | 1.03 (0.88–1.21) | 0.718 |
| Group ATRH and BPC | ||||||
| No ATRH and BPC | 1.00 | 1.00 | 1.00 | |||
| No ATRH and No BPC | 0.82 (0.56–1.20) | 0.304 | 1.09 (0.89–1.33) | 0.407 | 1.05 (0.90–1.23) | 0.519 |
| ATRH and BPC | 1.83 (0.74–4.49) | 0.190 | 1.51 (0.96–2.39) | 0.077 | 1.96 (1.38–2.78) | <0.001 |
| ATRH and No BPC | 1.60 (0.98–2.64) | 0.063 | 1.55 (1.22–1.98) | <0.001 | 1.20 (1.00–1.43) | 0.050 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Odds ratio for single renal outcome with 95% confidence interval (CI). Complete‐case analysis including 3942 patients aged ≤55 years, 9133 aged 56 to 65 years, and 11 565 aged >65 years for which all data were observed. ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Multivariate Analysis by Groups of Age for the Occurrence of 4‐Year Renal Outcome eGFR Reduction ≥30%
| Age ≤55 Years | Age 56 to 65 Years | Age >65 Years | ||||
|---|---|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Male sex | 0.75 (0.58–0.99) | 0.039 | 0.69 (0.59–0.80) | <0.001 | 0.75 (0.67–0.84) | <0.001 |
| Age (by 10 y) | 1.42 (1.07–1.90) | 0.016 | 1.37 (1.05–1.78) | 0.019 | 1.59 (1.41–1.81) | <0.001 |
| Duration of diabetes mellitus (by 10 y) | 0.95 (0.76–1.19) | 0.657 | 0.92 (0.83–1.02) | 0.124 | 0.99 (0.92–1.05) | 0.659 |
| BMI (by 5 kg/m2) | 1.02 (0.91–1.14) | 0.736 | 1.04 (0.97–1.12) | 0.230 | 1.12 (1.06–1.19) | <0.001 |
| eGFR (by 10 mL/min per 1.73 m2) | 1.26 (1.13–1.40) | <0.001 | 1.09 (1.02–1.16) | 0.007 | 1.03 (0.98–1.09) | 0.216 |
| Microalbuminuria | 1.51 (1.11–2.06) | 0.009 | 1.72 (1.43–2.07) | <0.001 | 1.80 (1.56–2.07) | <0.001 |
| Macroalbuminuria | 4.24 (2.48–7.26) | <0.001 | 4.80 (3.45–6.68) | <0.001 | 3.48 (2.59–4.67) | <0.001 |
| HbA1c ≥7% (≥53 mmol/mol) | 1.11 (0.83–1.47) | 0.490 | 1.10 (0.94–1.29) | 0.250 | 1.01 (0.90–1.14) | 0.833 |
| Triglycerides ≥150 mg/dL (≥1.69 mmol/L) | 1.28 (0.97–1.68) | 0.075 | 1.26 (1.08–1.47) | 0.003 | 1.13 (1.00–1.28) | 0.058 |
| HDL <40M <50F mg/dL (<1.03M <1.29F mmol/L) | 1.21 (0.92–1.58) | 0.168 | 1.06 (0.91–1.25) | 0.442 | 1.11 (0.98–1.26) | 0.093 |
| LDL ≥100 mg/dL (≥2.59 mmol/L) | 1.03 (0.79–1.34) | 0.818 | 0.72 (0.62–0.84) | <0.001 | 0.79 (0.71–0.88) | <0.001 |
| Nonproliferative retinopathy | 1.21 (0.82–1.78) | 0.336 | 1.11 (0.90–1.37) | 0.340 | 1.11 (0.95–1.30) | 0.176 |
| Proliferative retinopathy | 1.91 (1.08–3.37) | 0.026 | 1.47 (1.07–2.03) | 0.019 | 0.97 (0.74–1.27) | 0.829 |
| Lipid‐lowering treatment | 0.98 (0.74–1.29) | 0.881 | 1.00 (0.86–1.17) | 0.955 | 0.88 (0.78–0.98) | 0.026 |
| Antihypertensive treatment | 1.57 (0.99–2.48) | 0.056 | 1.29 (0.97–1.71) | 0.079 | 1.30 (1.05–1.60) | 0.015 |
| Treatment with ACE‐Is/ARBs | 0.68 (0.46–1.02) | 0.062 | 0.99 (0.78–1.26) | 0.948 | 0.96 (0.81–1.12) | 0.584 |
| Aspirin | 0.95 (0.68–1.33) | 0.764 | 0.98 (0.83–1.16) | 0.812 | 1.05 (0.93–1.19) | 0.448 |
| Antidiabetic therapy | ||||||
| Diet | 0.79 (0.44–1.41) | 0.421 | 0.79 (0.56–1.12) | 0.188 | 0.58 (0.43–0.78) | <0.001 |
| Oral antidiabetic drugs | 1.00 | 1.00 | 1.00 | |||
| Oral antidiabetic drugs and insulin | 1.48 (1.04–2.12) | 0.030 | 1.23 (1.00–1.51) | 0.048 | 1.22 (1.05–1.43) | 0.011 |
| Insulin | 1.16 (0.73–1.82) | 0.532 | 1.89 (1.49–2.39) | <0.001 | 0.94 (0.78–1.13) | 0.497 |
| Group ATRH and BPC | ||||||
| No ATRH and BPC | 1.00 | 1.00 | 1.00 | |||
| No ATRH and No BPC | 0.86 (0.61–1.22) | 0.408 | 1.03 (0.83–1.29) | 0.794 | 1.00 (0.83–1.20) | 0.995 |
| ATRH and BPC | 1.89 (0.79–4.55) | 0.155 | 1.29 (0.78–2.16) | 0.322 | 2.31 (1.63–3.29) | <0.001 |
| ATRH and No BPC | 1.82 (1.17–2.85) | 0.008 | 1.54 (1.19–2.00) | 0.001 | 1.24 (1.01–1.52) | 0.044 |
Blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. For each renal outcome, visits after the event occurrence were excluded. Odds ratio for single renal outcome with 95% confidence interval (CI). Complete‐case analysis including 3942 patients aged ≤55 years, 9133 aged 56 to 65 years, and 11 565 aged >65 years for which all data were observed. ACE‐Is indicates angiotensin‐converting enzyme inhibitors; ARBs, angiotensin II receptor antagonists; ATRH, apparent treatment resistant hypertension; BMI, body mass index; BP, blood pressure; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL‐c, high‐density lipoprotein cholesterol; LDL‐c, low‐density lipoprotein cholesterol.
Comparative Risk for Outcomes Among Different Hypertension Categories
| eGFR <60 mL/min per 1.73 m2 | ||||
| No ATRH and BPC | Reference | 0.95 (0.85–1.07) | 0.56 (0.43–0.73) | 0.76 (0.66–0.87) |
| No ATRH and No BPC | 1.05 (0.94–1.18) | Reference | 0.59 (0.46–0.76) | 0.80 (0.72–0.88) |
| ATRH and BPC | 1.78 (1.37–2.32) | 1.69 (1.32–2.18) | Reference | 1.35 (1.04–1.75) |
| ATRH and No BPC | 1.32 (1.15–1.52) | 1.26 (1.13–1.39) | 0.74 (0.57–0.96) | Reference |
| eGFR reduction ≥30% | ||||
| No ATRH and BPC | Reference | 1.01 (0.88–1.14) | 0.54 (0.41–0.70) | 0.73 (0.63–0.85) |
| No ATRH and No BPC | 1.00 (0.87–1.13) | Reference | 0.53 (0.41–0.69) | 0.73 (0.65–0.81) |
| ATRH and BPC | 1.87 (1.43–2.45) | 1.88 (1.46–2.42) | Reference | 1.36 (1.05–1.77) |
| ATRH and No BPC | 1.37 (1.18–1.59) | 1.38 (1.23–1.54) | 0.73 (0.56–0.95) | Reference |
| eGFR <60 or reduction ≥30% | ||||
| No ATRH and BPC | Reference | 0.96 (0.87–1.07) | 0.59 (0.47–0.76) | 0.77 (0.68–0.87) |
| No ATRH and No BPC | 1.04 (0.93–1.16) | Reference | 0.62 (0.49–0.78) | 0.80 (0.73–0.88) |
| ATRH and BPC | 1.68 (1.32–2.15) | 1.62 (1.28–2.05) | Reference | 1.29 (1.02–1.65) |
| ATRH and No BPC | 1.30 (1.14–1.48) | 1.25 (1.14–1.38) | 0.77 (0.61–0.98) | Reference |
Multivariate odds ratios with 95% confidence interval for each renal outcome according to models listed in Table 4. ATRH indicates apparent treatment resistant hypertension; BPC, blood pressure control refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg; eGFR, estimated glomerular filtration rate.
Figure 4Mean yearly eGFR slope on the basis of the presence of aTRH and BPC. ATRH indicates apparent treatment resistant hypertension; eGFR, estimated glomerular filtration rate; BP, blood pressure control (BPC) refers to the proportion of visits with systolic and diastolic blood pressure <140/90 mm Hg. *P<0.01 vs No‐aTRH with BPC; P<0.01 vs No‐aTRH with NoBPC.
Figure 5A, Cumulative incidence of renal end point (eGFR <60) on the basis of albuminuria status and aTRH. ALB indicates albuminuria; ATRH, apparent treatment resistant hypertension; CI, confidence interval; eGFR, estimated glomerular filtration rate. *Adjusted odds ratios for Alb+/aTRH− vs Alb−/aTRH− 2.00 (CI 1.80–2.23), P<0.001 and #for Alb+/aTRH+ vs Alb−/aTRH+ 1.67 (CI 1.38–2.02), P<0.001. B, Cumulative incidence of renal end point (eGFR <60) on the basis of albuminuria status and time‐updated BPC. ALB indicates albuminuria; BPC, blood pressure control; eGFR, estimated glomerular filtration rate. *Adjusted odds ratios for Alb+/BPC− vs Alb−/BPC− 1.98 (CI 1.79–2.19), P<0.001 and #for Alb+/BPC+ vs Alb−/BPC+ 1.71 (CI 1.34–2.18), P<0.001.
Figure 6Odds ratios of reaching renal end point (eGFR <60 mL/min per 1.73 m2) on the basis of time‐updated mean SBP in patients with and without aTRH, taking 140 mm Hg in non aTRH as reference category. Patients were grouped into 10 mm Hg subsets (ie, those between 136 and 144 in the group labeled 140 and so on). The subset of patients with No‐aTRH and 140 mm Hg SBP was taken as the reference group. ATRH indicates apparent treatment resistant hypertension; eGFR, estimated glomerular filtration rate; SBP, systolic blood pressure. Odds ratio for single renal outcome with 95% confidence interval.