| Literature DB >> 31963486 |
Emanuela Orsi1, Enzo Bonora2, Anna Solini3, Cecilia Fondelli4, Roberto Trevisan5, Monica Vedovato6, Franco Cavalot7, Gianpaolo Zerbini8, Susanna Morano9, Antonio Nicolucci10, Giuseppe Penno11, Giuseppe Pugliese12.
Abstract
The increased mortality reported with intensive glycaemic control has been attributed to an increased risk of treatment-related hypoglycaemia. This study investigated the relationships of haemoglobin (Hb) A1c, anti-hyperglycaemic treatment, and potential risks of adverse effects with all-cause mortality in patients with type 2 diabetes. Patients (n = 15,773) were stratified into four categories according to baseline HbA1c and then assigned to three target categories, based on whether HbA1c was ≤0.5% below or above (on-target), >0.5% below (below-target) or >0.5% above (above-target) their HbA1c goal, personalized according to the number of potential risks among age > 70 years, diabetes duration > 10 years, advanced complication(s), and severe comorbidity (ies). The vital status was retrieved for 15,656 patients (99.26%). Over a 7.4-year follow-up, mortality risk was increased among patients in the highest HbA1c category (≥8.5%) (adjusted hazard ratio, 1.34 (95% confidence interval, 1.22-1.47), p < 0.001) and those above-target (1.42 (1.29-1.57), p < 0.001). Risk was increased among individuals in the lowest HbA1c category (<6.5%) and those below-target only if treated with agents causing hypoglycaemia (1.16 (1.03-1.29), p = 0.01 and 1.10 (1.01-1.22), p = 0.04, respectively). These data suggest the importance of setting both upper and lower personalized HbA1c goals to avoid overtreatment in high-risk individuals with type 2 diabetes treated with agents causing hypoglycaemia.Entities:
Keywords: HbA1c all-cause mortality; adverse treatment effects; hypoglycaemia; type 2 diabetes
Year: 2020 PMID: 31963486 PMCID: PMC7019548 DOI: 10.3390/jcm9010246
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.241
Baseline clinical features of study participants by HbA1c categories.
| Variables | C1 | C2 | C3 | C4 | |
|---|---|---|---|---|---|
| N (%) | 3645 (23.3) | 5081 (32.5) | 3608 (23.0) | 3322 (21.2) | |
| Deaths, | 737 (20.2) | 1049 (20.6) | 858 (23.8) | 958 (28.8) | <0.001 |
| Age, years | 65.6 ± 10.6 | 67.1 ± 9.9 | 67.1 ± 10.2 | 66.3 ± 10.8 | <0.001 |
| Male gender, | 2233 (57.1) | 2903 (55.9) | 2018 (52.6) | 1748 (56.9) | <0.001 |
| Smoking, | <0.001 | ||||
| Never | 2021 (55.4) | 2850 (56.1) | 2090 (57.9) | 1888 (56.8) | |
| Former | 1107 (30.4) | 1472 (29.0) | 960 (26.6) | 868 (26.1) | |
| Current | 517 (14.2) | 759 (14.9) | 558 (15.5) | 566 (17.0) | |
| Diabetes duration, years | 9.0 ± 8.9 | 12.5 ± 9.9 | 15.7 ± 10.1 | 16.1 ± 10.2 | <0.001 |
| HbA1c, % | 5.93 ± 0.46 | 6.97 ± 0.29 | 7.93 ± 0.28 | 9.77 ± 1.31 | <0.001 |
| (mmol·mol−1) | (41.3 ± 5.0) | (52.7 ± 3.2) | (63.2 ± 3.1) | (83.3 ± 14.3) | |
| BMI, kg·m−2 | 28.6 ± 4.9 | 28.6 ± 4.9 | 29.1 ± 5.2 | 29.7 ± 5.5 | <0.001 |
| Waist circumference, cm | 101.8 ± 10.0 | 101.9 ± 10.0 | 102.7 ± 10.6 | 104.0 ± 11.1 | <0.001 |
| Triglycerides, mmol·L−1 | 1.46 ± 0.94 | 1.49 ± 0.85 | 1.56 ± 0.89 | 1.84 ± 1.27 | <0.001 |
| Total cholesterol, mmol L−1 | 4.74 ± 0.96 | 4.77 ± 0.95 | 4.75 ± 0.96 | 4.89 ± 1.09 | <0.001 |
| HDL cholesterol, mmol·L−1 | 1.31 ± 0.36 | 1.31 ± 0.35 | 1.28 ± 0.34 | 1.24 ± 0.35 | <0.001 |
| LDL cholesterol, mmol L−1 | 3.43 ± 0.92 | 3.46 ± 0.91 | 3.47 ± 0.92 | 3.65 ± 1.05 | 0.01 |
| Non-HDL cholesterol, mmol L−1 | 2.78 ± 0.84 | 2.79 ± 0.83 | 2.76 ± 0.82 | 2.83 ± 0.90 | <0.001 |
| Systolic BP, mmHg | 136.3 ± 17.5 | 137.9 ± 17.7 | 139.6 ± 18.2 | 138.6 ± 18.7 | <0.001 |
| Diastolic BP, mmHg | 79.0 ± 9.4 | 78.6 ± 9.2 | 78.9 ± 9.5 | 78.7 ± 9.7 | 0.16 |
| Pulse pressure, mmHg | 57.3 ± 15.3 | 59.3 ± 15.6 | 60.8 ± 16.0 | 60.0 ± 15.8 | <0.001 |
| Anti-hyperglycaemic treatment, | |||||
| Lifestyle | 1017 (27.9) | 762 (15.0) | 192 (5.3) | 142 (4.3) | <0.001 |
| Insulin | 440 (12.1) | 913 (18.0) | 1062 (29.4) | 1509 (45.4) | <0.001 |
| Non-insulin agents | 2188 (60.0) | 3406 (67.0) | 2354 (65.2) | 1671 (50.3) | <0.001 |
| Metformin | 1746 (47.9) | 2840 (55.9) | 2206 (61.1) | 1853 (55.8) | <0.001 |
| Pioglitazone | 87 (2.4) | 167 (3.3) | 163 (4.5) | 137 (4.1) | <0.001 |
| Acarbose | 36 (1.0) | 43 (0.8) | 47 (1.3) | 44 (1.3) | 0.09 |
| Sulfonylureas | 820 (22.5) | 1677 (33.0) | 1472 (40.8) | 1281 (38.6) | <0.001 |
| Repaglinide | 335 (9.2) | 537 (10.6) | 371 (10.3) | 282 (8.5) | 0.01 |
| Agents causing hypoglycaemia, | 1538 (42.2) | 2944 (57.9) | 2646 (73.3) | 2702 (81.3) | <0.001 |
| Lipid-lowering treatment, | 1572 (43.1) | 2389 (47.0) | 1728 (47.9) | 1549 (46.6) | <0.001 |
| Anti-hypertensive treatment, | 2509 (68.8) | 3611 (71.1) | 2601 (72.1) | 2351 (70.8) | <0.001 |
| Albuminuria, mg·day−1 | 53.8 ± 225.5 | 68.7 ± 373.2 | 74.4 ± 329.7 | 96.0 ± 293.1 | <0.001 |
| Serum creatinine, μmol·L−1 | 81.3 ± 38.0 | 80.4 ± 35.4 | 80.4 ± 31.8 | 82.2 ± 31.8 | 0.27 |
| eGFR, mL·min−1·1.73 m−2 | 81.6 ± 21.0 | 80.3 ± 20.1 | 79.9 ± 20.5 | 79.2 ± 22.6 | <0.001 |
| DKD phenotype, | <0.001 | ||||
| No DKD | 2554 (70.1) | 3385 (66.6) | 2269 (62.9) | 1776 (53.5) | |
| Albuminuric DKD with preserved eGFR | 532 (14.6) | 877 (17.3) | 691 (19.2) | 866 (26.1) | |
| Non-albuminuric DKD | 321 (8.8) | 465 (9.2) | 360 (10.0) | 330 (9.9) | |
| Albuminuric DKD with reduced eGFR | 238 (6.5) | 354 (7.0) | 288 (8.0) | 350 (10.5) | |
| DR, | <0.001 | ||||
| No DR | 3178 (87.2) | 4185 (82.4) | 2658 (73.7) | 2168 (63.5) | |
| Non-advanced DR | 242 (6.6) | 503 (9.9) | 586 (16.2) | 616 (18.5) | |
| Advanced DR | 225 (6.2) | 393 (7.7) | 364 (10.1) | 538 (16.2) | |
| CVD, | |||||
| Any | 699 (19.2) | 1086 (21.4) | 906 (25.1) | 929 (28.0) | <0.001 |
| Myocardial infarction | 354 (9.7) | 514 (10.1) | 445 (12.3) | 429 (12.9) | <0.001 |
| Coronary revascularization | 295 (8.1) | 487 (9.6) | 411 (11.4) | 386 (11.6) | <0.001 |
| Stroke | 126 (3.5) | 143 (2.8) | 118 (3.3) | 126 (3.8) | 0.09 |
| Carotid revascularization | 120 (3.3) | 240 (4.7) | 235 (6.5) | 261 (7.9) | <0.001 |
| Ulcer/gangrene/amputation | 92 (2.5) | 167 (3.3) | 131 (3.6) | 166 (5.0) | <0.001 |
| Lower limb revascularization | 65 (1.8) | 135 (2.7) | 121 (3.4) | 129 (3.9) | <0.001 |
| Comorbidities, | |||||
| Any | 682 (18.7) | 872 (17.2) | 620 (17.2) | 613 (18.5) | 0.15 |
| COPD | 173 (4.7) | 201 (4.0) | 142 (3.9) | 158 (4.8) | <0.001 |
| Chronic liver disease | 299 (8.2) | 415 (8.2) | 326 (9.0) | 321 (9.7) | 0.06 |
| Cancer | 279 (7.7) | 342 (6.7) | 215 (6.0) | 195 (5.9) | <0.001 |
HbA1c = haemoglobin A1c; C1 = HbA1c <6.5%; C2 = HbA1c 6.5–7.49%; C3 = HbA1c 7.5–8.49%; C4 = HbA1c ≥8.5%; BMI = body mass index; HDL = high-density lipoprotein; LDL = low-density lipoprotein; BP = blood pressure; ACE-I = angiotensin converting enzyme inhibitor; ARB = angiotensin receptor blocker; eGFR = estimated glomerular filtration rate; DKD = diabetic kidney disease; DR = diabetic retinopathy; CVD = cardiovascular disease; COPD = chronic obstructive pulmonary disease.
Figure 1Mortality risk by HbA1c categories. Cox proportional hazards regression according to HbA1c categories, unadjusted (A) and adjusted for age and gender (B), plus cardiovascular disease (CVD) risk factors (C), plus complications/comorbidities (D). HRs (95% CI) for mortality are shown for each HbA1c category. HbA1c = haemoglobin A1c; HR = hazard ratio; CI = confidence interval; C1 = HbA1c <6.5%; C2 = HbA1c 6.5%–7.49%; C3 = HbA1c 7.5%–8.49%; C4 = HbA1c ≥8.5%; ref*, the asterisk indicates the reference category.
Mortality risk by HbA1c categories among participants not treated with agents causing hypoglycaemia.
| HbA1c Target Categories | Unadjusted | Adjusted | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||||||
| HR | 95% CI | HR | 95% CI | HR | 95% CI | HR | 95% CI | |||||
|
| 1.00 | - | <0.001 | 1.00 | - | <0.001 | 1.00 | - | <0.001 | 1.00 | - | <0.001 |
|
| 0.92 | 0.78–1.10 | 0.36 | 1.01 | 0.85–1.20 | 0.94 | 1.03 | 0.87–1.23 | 0.70 | 1.03 | 0.87–1.22 | 0.74 |
|
| 1.36 | 1.12–1.66 | 0.01 | 1.34 | 1.10–1.63 | 0.01 | 1.28 | 1.05–1.55 | 0.02 | 1.26 | 1.04–1.54 | 0.02 |
|
| 1.67 | 1.35–2.07 | <0.001 | 1.72 | 1.39–2.13 | <0.001 | 1.59 | 1.28–1.97 | <0.001 | 1.50 | 1.21–1.86 | <0.001 |
Cox proportional hazards regression according to HbA1c categories plus use of agents causing hypoglycaemia, unadjusted and adjusted for age and gender (model 1), plus CVD risk factors (model 2), plus complications/comorbidities (model 3). HRs (95% CI) for mortality are shown for each HbA1c category. HbA1c = haemoglobin A1c; HR = hazard ratio; CI = confidence interval; C1 = HbA1c < 6.5%; C2 = HbA1c 6.5–7.49%; C3 = HbA1c 7.5–8.49%; C4 = HbA1c ≥ 8.5%.
Figure 2Mortality risk by HbA1c categories and use of agents causing hypoglycaemia. Cox proportional hazards regression according to HbA1c categories among participants treated with agents causing hypoglycaemia, unadjusted (A) and adjusted for age and gender (B), plus CVD risk factors (C), plus complications/comorbidities (D). HRs (95% CI) for mortality are shown for each HbA1c category. HbA1c = haemoglobin A1c; HR = hazard ratio; CI = confidence interval; C1 = HbA1c < 6.5%; C2 = HbA1c 6.5–7.49%; C3 = HbA1c 7.5–8.49%; C4 = HbA1c ≥ 8.5%.
Baseline clinical features of study participants by HbA1c target categories.
| Variables | T1 | T2 | T3 | |
|---|---|---|---|---|
| 4989 (31.9) | 4621 (29.5) | 6046 (38.6) | ||
| Deaths, | 991 (19.9) | 1330 (28.8) | 1281 (21.2) | <0.001 |
| Age, years | 66.7 ± 9.9 | 69.4 ± 10.1 | 64.4 ± 10.3 | <0.001 |
| Male gender, | 2833 (56.8) | 2818 (61.0) | 3251 (53.8) | <0.001 |
| Smoking, | <0.001 | |||
| Never | 2837 (56.9) | 2581 (55.9) | 3431 (56.7) | |
| Former | 1435 (28.8) | 1455 (31.5) | 1517 (25.1) | |
| Current | 717 (14.4) | 585 (12.7) | 1098 (18.2) | |
| Diabetes duration, years | 12.7 ± 10.1 | 13.3 ± 10.7 | 13.6 ± 9.8 | <0.001 |
| HbA1c, % | 7.13 ± 0.57 | 6.22 ± 0.66 | 8.90 ± 1.40 | <0.001 |
| (mmol·mol−1) | (54.4 ± 6.2) | (44.5 ± 7.2) | (73.8 ± 15.3) | |
| BMI, kg·m−2 | 28.8 ± 5.0 | 28.2 ± 4.7 | 29.7 ± 5.5 | <0.001 |
| Waist circumference, cm | 102.1 ± 10.1 | 101.1 ± 9.7 | 103.9 ± 11.0 | <0.001 |
| Triglycerides, mmol·L−1 | 1.51 ± 0.89 | 1.42 ± 0.86 | 1.74 ± 1.14 | <0.001 |
| Total cholesterol, mmol·L−1 | 4.78 ± 0.95 | 4.69 ± 0.96 | 4.86 ± 1.04 | <0.001 |
| HDL cholesterol, mmol·L−1 | 1.30 ± 0.34 | 1.32 ± 0.37 | 1.26 ± 0.35 | <0.001 |
| LDL cholesterol, mmol·L−1 | 3.47 ± 0.91 | 3.37 ± 0.91 | 3.61 ± 1.00 | <0.001 |
| Non-HDL cholesterol, mmol·L−1 | 2.79 ± 0.82 | 2.73 ± 0.83 | 2.83 ± 0.88 | <0.001 |
| Systolic BP, mmHg | 138.3 ± 17.9 | 137.5 ± 17.9 | 138.2 ± 18.2 | 0.06 |
| Diastolic BP, mmHg | 79.0 ± 9.2 | 78.3 ± 9.5 | 78.9 ± 9.6 | 0.01 |
| Pulse pressure, mmHg | 59.4 ± 15.6 | 59.2 ± 15.8 | 59.3 ± 15.7 | 0.87 |
| Anti-hyperglycaemic treatment, | ||||
| Lifestyle | 810 (16.2) | 927 (20.1) | 376 (6.2) | <0.001 |
| Insulin | 972 (19.5) | 860 (18.6) | 2092 (34.6) | <0.001 |
| Non-insulin agents | 3207 (64.3) | 2834 (61.3) | 3578 (59.2) | <0.001 |
| Metformin | 2784 (55.8) | 2195 (47.5) | 3666 (60.6) | <0.001 |
| Pioglitazone | 181 (3.6) | 92 (2.0) | 281 (4.6) | <0.001 |
| Acarbose | 49 (1.0) | 47 (1.0) | 74 (1.2) | 0.41 |
| Sulfonylureas | 1610 (32.3) | 1314 (28.4) | 2326 (38.5) | <0.001 |
| Repaglinide | 461 (9.2) | 510 (11.0) | 554 (9.2) | 0.01 |
| Agents causing hypoglycaemia, | 2835 (56.8) | 2557 (55.3) | 4438 (73.4) | <0.001 |
| Lipid-lowering treatment, | 2314 (46.4) | 2148 (46.5) | 2776 (45.9) | 0.82 |
| Anti-hypertensive treatment, | 3504 (70.2) | 3449 (74.6) | 4119 (68.1) | <0.001 |
| Albuminuria, mg·day−1 | 64.1 ± 285.4 | 80.3 ± 377.0 | 73.0 ± 290.3 | 0.04 |
| Serum creatinine, μmol·L−1 | 79.6 ± 31.8 | 85.7±42.4 | 78.7±29.2 | <0.001 |
| eGFR, mL·min−1·1.73 m−2 | 81.0±19.7 | 76.6±21.7 | 82.5±21.0 | <0.001 |
| DKD phenotype, | <0.001 | |||
| No DKD | 3348 (67.1) | 2859 (61.9) | 3777 (62.5) | |
| Albuminuric DKD with preserved eGFR | 863 (17.3) | 767 (16.6) | 1336 (22.1) | |
| Non-albuminuric DKD | 461 (9.2) | 523 (11.3) | 492 (8.1) | |
| Albuminuric DKD with reduced eGFR | 317 (6.4) | 472 (10.2) | 441 (7.3) | |
| DR, | <0.001 | |||
| No DR | 4064 (81.5) | 3695 (80.0) | 4430 (73.3) | |
| Non-advanced DR | 529 (10.6) | 444 (9.6) | 974 (16.1) | |
| Advanced DR | 396 (7.9) | 482 (10.4) | 642 (10.6) | |
| CVD, | ||||
| Any | 1004 (20.1) | 1457 (31.5) | 1159 (19.2) | <0.001 |
| Myocardial infarction | 480 (9.6) | 703 (15.2) | 559 (9.2) | <0.001 |
| Coronary revascularization | 447 (9.0 | 617 (13.4) | 515 (8.5) | <0.001 |
| Stroke | 137 (2.7) | 231 (5.0) | 145 (2.4) | <0.001 |
| Carotid revascularization | 250 (5.0) | 308 (6.7) | 298 (4.9) | <0.001 |
| Ulcer/gangrene/amputation | 158 (3.2) | 217 (4.7) | 181 (3.0) | <0.001 |
| Lower limb revascularization | 122 (2.4) | 171 (3.7) | 157 (2.6) | <0.001 |
| Comorbidities | ||||
| Any | 756 (15.2) | 1261 (27.3) | 770 (12.7) | <0.001 |
| COPD | 167 (3.3) | 322 (7.0) | 185 (3.1) | <0.001 |
| Chronic liver disease | 385 (7.7) | 570 (12.3) | 406 (6.7) | <0.001 |
| Cancer | 276 (5.5) | 504 (10.9) | 251 (4.2) | <0.001 |
HbA1c = haemoglobin A1c; T1 = HbA1c on-target (≤0.5% below or above personalized goal); T2 = HbA1c below-target (>0.5% below personalized goal); T3 = HbA1c above-target (>0.5% above personalized goal); BMI = body mass index; HDL = high-density lipoprotein; LDL = low-density lipoprotein; BP = blood pressure; ACE-I = angiotensin converting enzyme inhibitor; ARB = angiotensin receptor blocker; eGFR = estimated glomerular filtration rate; DKD = diabetic kidney disease; DR = diabetic retinopathy; CVD = cardiovascular disease; COPD = chronic obstructive pulmonary disease.
Figure 3Mortality risk by HbA1c target categories and use of agents causing hypoglycaemia. Cox proportional hazards regression according to HbA1c target categories in the whole cohort (A–C) and among participants treated with agents causing hypoglycaemia (D–F), unadjusted (A,D) and adjusted for CVD risk factors (B,E), complications/comorbidities (C,F). HRs (95% CI) for mortality are shown for each HbA1c target category. HbA1c = haemoglobin A1c; HR = hazard ratio; CI = confidence interval; T1 = HbA1c on-target (≤0.5% below or above personalized goal); T2 = HbA1c below-target (>0.5% below personalized goal); T3 = HbA1c above-target (>0.5% above personalized goal).
Mortality risk by HbA1c target categories among participants not treated with agents causing hypoglycaemia.
| HbA1c Target Categories | Unadjusted | Adjusted | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | ||||||||
| HR | 95% CI | HR | 95% CI | HR | 95% CI | ||||
| T1 (ref) | 1.00 | - | <0.001 | 1.00 | - | <0.001 | 1.00 | - | <0.001 |
| T2 | 1.54 | 1.31–1.82 | <0.001 | 1.49 | 1.26–1.75 | <0.001 | 1.08 | 0.92–1.28 | 0.34 |
| T3 | 1.11 | 0.92–1.33 | 0.290 | 1.14 | 0.94–1.37 | 0.19 | 1.21 | 1.01–1.46 | 0.04 |
Cox proportional hazards regression according to HbA1c target categories plus use of agents causing hypoglycaemia, unadjusted and adjusted for CVD risk factors (model 1) and complications/comorbidities (model 2). HRs (95% CI) for mortality are shown for each HbA1c target category. HbA1c = haemoglobin A1c; HR = hazard ratio; CI = confidence interval; T1 = HbA1c on-target (≤0.5% below or above personalized goal); T2 = HbA1c below-target (>0.5% below personalized goal); T3 = HbA1c above-target (>0.5% above personalized goal).