| Literature DB >> 31189473 |
B Zareini1, Rasmus Rørth2, Anders Holt3, Ulrik M Mogensen2, Christian Selmer4, Gunnar Gislason3, Morten Schou3, Lars Køber2, Christian Torp-Pedersen5,6, Morten Lamberts3, Søren Lund Kristensen2.
Abstract
BACKGROUND: Prevalent diabetes at the time of heart failure (HF) diagnosis is associated with a higher risk of death, but the incidence and prognostic importance of new-onset diabetes in patients with established HF remains unknown.Entities:
Keywords: Heart failure; Prognosis; Type 2 diabetes mellitus
Mesh:
Year: 2019 PMID: 31189473 PMCID: PMC6563366 DOI: 10.1186/s12933-019-0883-4
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Diagnoses (primary or secondary), surgical procedures, and pharmacotherapy used for defining the study population, comorbidity, concomitant treatment, and outcomes
| Details | ICD-8, ICD-10, and ATC codes used | |
|---|---|---|
| Study population | ||
| Heart failure | Defined from diagnosis codes including heart failure, cardiomyopathies, hypertensive heart failure | ICD-10: I110, I130, I132, I42, I426-29, I50 ICD-8: 425, 428 |
| Diabetes | Defined from treatment with glucose-lowering drugs | ATC: A10 |
| Comorbidity | ||
| Diabetes | ICD-10: E10-E14 ICD-8: 250 | |
| Stroke | ICD-10: I60-I64 ICD-8: 430-434, 436 | |
| Ischemic heart disease | ICD-10: I21-25 ICD-8: 410-414 | |
| Chronic kidney disease | Defined from diagnosis codes of chronic glomerulonephritis, chronic tubulointerstitial nephropathy, chronic kidney disease, and diabetic and hypertensive nephropathy. | ICD-10: N02-N04, N18-N19, I12, I13 ICD-8: 582-6, 588 |
| Atrial fibrillation | ICD-10: I48 42,793, 42,793 | |
| Cancer | Defined from all cancer diagnosis codes, excluding non-melanoma skin cancer | ICD-10: C00-C97 ICD-8: 140-209 |
| Chronic obstructive pulmonary disease | ICD-10: J42, J44 ICD-8: 490–492 | |
| Hypertension | ICD 10: I10-I15 ICD-8: 400-404 | |
| Concomitant pharmacotherapy | ||
| Statins | ATC: C10A | |
| Beta-blockers | ATC: C07 | |
| Aldosterone antagonists | ATC: CO3D | |
| Platelet inhibitors | ATC: B01AC04, BO1AC06 | |
| Digoxin | ATC: C01AA05 | |
| Thiazides | ATC CO3A | |
| Renin angiotensin system inhibitors | Including angiotensin-converting-enzyme inhibitors, angiotensin II receptor blockers | ATC: C09 |
| Loop diuretics | ATC: C03CA01 | |
| Insulin | ATC: A10A | |
| Metformin | ATC A10BA02 | |
| Sulfonylurea | ATC: A10BB | |
| Thiazolide | ATC: A10BG | |
| Dipeptidyl peptidase-4 inhibitor | ATC: A10BB | |
| Glucagon-like peptide-1 | ATC: A10BG | |
| Sodium-glucose co-transporter-2 | ATC: A10BK | |
| Combination of two anti-diabetic drugs | Either a combination of metformin, sulfonylurea, thiazolidinedione, dipeptidyl peptidase-4 inhibitor, sodium-glucose cotransporter-2 or glucagon-like peptide-1 receptor agonist | ATC: A10BD |
Diagnoses (primary or secondary), surgical procedures, and pharmacotherapy used for defining the study population, comorbidity, concomitant treatment, and outcomes
ATC: Anatomical Therapeutic Chemical (ATC) system; ICD-8: 8th revision of the International Classification of Diseases system; ICD-10: 10th revision of the International Classification of Diseases system
Fig. 1Flowchart. Flowchart of the study cohort showing inclusion and exclusion of patients. HF heart failure, DM diabetes, N number
Patient characteristics of HF patients at inclusion according to diabetes
| Variable | No diabetes | Prevalent diabetes | New-onset diabetes | Total | p-value |
|---|---|---|---|---|---|
| Number of individuals | 75,142 | 21,216 | 8164 | 104,522 | |
| Age (median with IQR) | 77.0 (18.0, 109.0) | 74.0 (22.0, 103.0) | 70.0 (18.0, 100.0) | 76.0 (18.0, 109.0) | < 1e−04 |
| Comorbidities | |||||
| Sex | 40,733 (54.2) | 12,726 (60.0) | 5056 (61.9) | 58,515 (56.0) | < 1e−04 |
| IHD | 40,621 (54.1) | 14,071 (66.3) | 5272 (64.6) | 59,964 (57.4) | < 1e−04 |
| Atrial fibrillation | 36,133 (48.1) | 9848 (46.4) | 4634 (56.8) | 50,615 (48.4) | < 1e−04 |
| Cancer* | 18,323 (24.4) | 4850 (22.9) | 2021 (24.8) | 25,194 (24.1) | < 1e−04 |
| COPD | 20,575 (27.4) | 6532 (30.8) | 2834 (34.7) | 29,941 (28.6) | < 1e−04 |
| Hypertension | 37,862 (50.4) | 15,499 (73.1) | 5497 (67.3) | 58,858 (56.3) | < 1e−04 |
| CKD | 11,521 (15.3) | 6193 (29.2) | 1886 (23.1) | 19,600 (18.8) | < 1e−04 |
| Pharmacotherapy | |||||
| Statin | 27,578 (36.7) | 13,242 (62.4) | 4967 (60.8) | 45,787 (43.8) | < 1e−04 |
| ACE/ARB | 47,434 (63.1) | 16,246 (76.6) | 5497 (67.3) | 69,177 (66.2) | < 1e−04 |
| Beta blockers | 44,446 (59.1) | 13,437 (63.3) | 5522 (67.6) | 63,405 (60.7) | < 1e−04 |
| Digoxin | 17,873 (23.8) | 4687 (22.1) | 2731 (33.5) | 25,291 (24.2) | < 1e−04 |
| ADP | 44,409 (59.1) | 14,943 (70.4) | 4834 (59.2) | 64,186 (61.4) | < 1e−04 |
| Loop diuretics | 53,114 (70.7) | 16,764 (79.0) | 5763 (70.6) | 75,641 (72.4) | < 1e−04 |
| MRA | 17,211 (22.9) | 5991 (28.2) | 2635 (32.3) | 25,837 (24.7) | < 1e−04 |
| Thiazide | 15,222 (20.3) | 4316 (20.3) | 989 (12.1) | 20,527 (19.6) | < 1e−04 |
| Ca channel blockers | 17,478 (23.3) | 7403 (34.9) | 1843 (22.6) | 26,724 (25.6) | < 1e−04 |
| Insulin | 6999 (33.0) | 825 (10.1) | 7824 (7.5) | < 1e−04 | |
| Metformin | 9340 (44.0) | 4425 (54.2) | 13,765 (13.2) | < 1e−04 | |
| Sulfonylurea | 6859 (32.3) | 1239 (15.2) | 8098 (7.7) | < 1e−04 | |
| Thiazolidinedione | 82 (0.4) | 5 (0.1) | 87 (0.1) | < 1e−04 | |
| DPP-4 inhibitors | 574 (2.7) | 264 (3.2) | 838 (0.8) | < 1e−04 | |
| GLP-1 receptor agnoists | 1 (0.0) | 28 (0.3) | 29 (0.0) | < 1e−04 | |
| SGLT2 inhibitors | 1 (0.0) | 8 (0.1) | 9 (0.0) | < 1e−04 | |
| Newer antidiabetic drugs: DPP-4, GLP-1 and SGLT2 combined | 576 (0.5) | 294 (0.3) | 870 (0.8) | < 1e−04 | |
| Combination of two antidiabetic drugs | 427 (2.0) | 78 (1.0) | 505 (0.5) | < 1e−04 | |
DM diabetes mellitus, IQR interquartile range, IHD ischemic heart disease, COPD chronic obstructive pulmonary disease, CKD chronic kidney disease, ACE angiotensin inhibitor medication, ARB angiotensin II receptor blockers, MRA mineralocorticoid receptor antagonists, DPP-4 dipeptidyl peptidase-4, GLP-1 glucagon-like peptide-1, SGLT2 sodium-glucose-cotransporter-2
* All cancers, excluding non-melanoma skin cancers
Fig. 2Annual incidence rates of new-onset DM per 100 py of follow-up. The annual crude incidence rates of patients with HF and new-onset diabetes with error bars indicating 95% confidence interval
Fig. 3Association between DM status and risk of death among HF patients. The forest plot depicts results, alongside crude event estimates, of the fully adjusted multivariable Cox proportional hazards model in HF patients according to diabetes status and risk of death. The hazard ratio is adjusted for age, sex, and comorbidities. HR hazard ratio, Py person-years, CI confidence interval, DM diabetes