| Literature DB >> 23112579 |
Edward Ewen1, Zugui Zhang, Teresa A Simon, Paul Kolm, Xianchen Liu, William S Weintraub.
Abstract
BACKGROUND: Warfarin is recommended for stroke prevention in high-risk patients with atrial fibrillation. However, it is often underutilized and inadequately managed in actual clinical practice.Entities:
Keywords: cardiovascular disease; outcomes; primary care; quality assessment
Mesh:
Substances:
Year: 2012 PMID: 23112579 PMCID: PMC3480279 DOI: 10.2147/VHRM.S34280
Source DB: PubMed Journal: Vasc Health Risk Manag ISSN: 1176-6344
Exclusion criteria data definitions
| Criteria | Definition |
|---|---|
| Transient perioperative atrial fibrillation | An outpatient diagnosis of AF occurring within 30 days of an inpatient diagnosis of coronary artery bypass surgery (ICD-9 codes 36.10 to 36.19), pericardial surgery (ICD-9 codes 37.10 to 37.12, 37.31 to 37.33, or 37.40), or structural cardiac repair (ICD-9 codes 35.00 to 35.04, 35.31 to 35.39, 35.41 to 35.42, 35.50 to 35.56, 35.60 to 35.63, or 35.70 to 35.73) |
| Mitral or aortic valvular repair or replacement | An inpatient or office diagnosis of mitral stenosis or prosthetic heart valve (ICD-9 codes 394.0, 394.2, 396.0, 396.1, 396.8, V43.3, or V42.2) or mitral or aortic valve repair or replacement (ICD-9 codes 35.10 to 35.14 or 35.20 to 35.28) |
| Hyperthyroidism | Any of the following within 12 months before the index date: an inpatient or outpatient diagnosis of hyperthyroidism or thyrotoxicosis (ICD-9 codes 242.0 to 242.9) |
Abbreviations: AF, atrial fibrillation; ICD-9, International Classification of Diseases, Ninth Revision.
Potential barriers to warfarin use
| Variable | Definition | Source |
|---|---|---|
| Prior GI/GU hemorrhage | Recent GI or GU hemorrhage recorded in the problem list or on hospital discharge (ICD-9 codes 578.x, 531.0, 531.2, 531.4, 531.6, 532.0, 532.2, 532.4, 532.6, 533.0, 533.2, 533.4, 533.6, 534.0, 534.2, 534.4, 534.6, 535.x1, 530.82, 456.0, 456.2, 569.3, 596.7) | Office EMR |
| Ethanol abuse | A history of ethanol abuse or related diagnoses (ICD-9 codes 291.0-2, 298.81, 303.x, 305.0x, 571.0-3, 535.3) prior to the index date recorded in the problem list or indicated in office notes on CAGE assessment or social history | Office EMR |
| Predisposition to falls | ICD-9 codes recorded in the problem list or on hospital discharge of 290.x-294.x, 331.0, 331.1, 333.4, 345.x, 347, 458.0, 780.2, 780.3, E880-888 | Office EMR |
| Perceived barriers to compliance | ICD-9 codes recorded in the problem list or on hospital discharge of 295.x-298.x, V60.0-V60.4, V15.81 | Office EMR |
| Cirrhosis/hepatitis | ICD-9 codes recorded in the problem list or on hospital discharge of 070.2–070.9, 570, 571.x, 572.2, 572.3, 572.4, 572.8, 573.x or an elevated aspartate transaminase or alanine transaminase value (≥2 × normal) | Office EMR |
| Renal insufficiency | A diagnosis of renal disease (ICD-9 codes 042.9, 285.2, 403.x, 404.x, 572.4, 582.x, 583.x, 584.5–584.9, 585.x, 753.13, 799.9, 866.0) entered by a physician prior to the index in the problem list or evidence of chronic kidney disease stage 4 or 5 by estimated glomerular filtration rate (calculated by Modification of Diet in Renal Disease equation) | Office EMR |
Abbreviations: GI, gastrointestinal; GU, genitourinary; EMR, electronic medical record; ICD-9, International Classification of Diseases, Ninth Revision
Predictors of stroke and their definitions
| Variable | Definition | Source |
|---|---|---|
| Age | Calculated age of patient at time of the index visit using index date and date of birth | Office EMR |
| Age ≥ 75 | Age at index date expressed as a dichotomous variable (1 = age ≥ 75 years, 0 = age < 75 years | Office EMR |
| Congestive heart failure | A diagnosis of heart failure recorded prior to or on the index date in the office-record problem list or evidence of a hospital admission with a principal diagnosis of heart failure (ICD-9 codes 428.x) | Office EMR |
| Hypertension | A diagnosis of hypertension prior to the index date entered by a physician in the office-record problem list or at least two serial blood pressure measures > 140/90 | Office EMR |
| Diabetes | A diagnosis of diabetes mellitus (ICD-9-CM codes 250.xx) prior to the index entered by a physician in the office-record problem list or an active oral hypoglycemic medication or insulin on the office medication list | Office EMR |
| Coronary heart disease | A diagnosis entered by a physician in the problem list or a hospital discharge with a principal ICD-9 code of 410, 411, 413 – 414, 429.2 prior to index | Office EMR |
| Stroke or transient ischemic attack | A hospital discharge with a principal ICD-9 code of 430, 431, 433-436 prior to index. | Hospital discharges |
| CHADS2 | A stroke risk score using five of the above variables. The total score is the sum of the following factors: congestive heart failure = 1, hypertension = 1, age ≥ 75 years = 1, diabetes mellitus = 1, and prior stroke or transient ischemic attack = 2 | Office EMR |
Abbreviations: EMR, electronic medical record; ICD-9, International Classification of Diseases, Ninth Revision.
Figure 1(A–C) Calculation of warfarin exposure. Three scenarios demonstrating the methods used to estimate warfarin exposure. (A) Calculation of warfarin exposure when consecutive prescription coverage periods overlap. This panel also demonstrates the application of the 30 day grace and 15 day elimination periods. (B) Warfarin exposure calculated with INR measurements bridging between periods of prescription coverage. (C) Warfarin exposure calculated based on periods of prescription coverage and INR measurements with an interruption in warfarin exposure demonstrated.
Abbreviation: INR, international normalized ratio.
Baseline characteristics by warfarin use
| Warfarin exposure | |||
|---|---|---|---|
|
| |||
| Exposed (n = 764) | Not exposed (n = 377) | ||
| Chronic atrial fibrillation (%) | 665 (87) | 256 (67.9) | <0.001 |
| Age, mean (SD) | 72 (12) | 68 (15) | <0.001 |
| Age, years (%) | <0.001 | ||
| <55 | 81 (10.6) | 91 (24.1) | |
| 55–64 | 126 (16.5) | 65 (17.2) | |
| 65–74 | 212 (27.7) | 77 (20.4) | |
| ≥75 | 345 (45.2) | 144 (38.2) | |
| Women (%) | 361 (47.3) | 190 (50.4) | 0.32 |
| African–American (%) | 106 (13.9) | 37 (9.8) | 0.05 |
| Risk factors for stroke (%) | |||
| Stroke or TIA | 92 (12) | 35 (9.3) | 0.16 |
| Heart failure | 109 (14.3) | 33 (8.8) | 0.008 |
| Hypertension | 315 (41.2) | 177 (46.9) | 0.07 |
| Diabetes mellitus | 116 (15.2) | 62 (16.4) | 0.58 |
| Coronary heart disease | 166 (21.7) | 67 (17.8) | 0.12 |
| Peripheral vascular disease | 22 (2.9) | 8 (2.1) | 0.45 |
| CHADS2 stroke risk score | 0.05 | ||
| 0 | 202 (26.4) | 124 (32.9) | |
| 1 | 267 (34.9) | 111 (29.4) | |
| ≥2 | 295 (38.6) | 142 (37.7) | |
| Potential barriers to warfarin use | |||
| Gastrointestinal bleeding | 48 (6.3) | 23 (6.1) | 0.91 |
| Alcohol abuse | 35 (4.6) | 21 (5.6) | 0.47 |
| Cirrhosis/hepatitis | 54 (7.1) | 31 (8.2) | 0.49 |
| Cognitive dysfunction | 55 (7.2) | 32 (8.5) | 0.44 |
| Fall risk | 129 (16.9) | 81 (21.5) | 0.06 |
| Anemia | 149 (19.5) | 94 (24.9) | 0.04 |
| CKD stages 3–5 | 282 (36.9) | 107 (28.4) | 0.004 |
| Other antithrombotic therapy (%) | |||
| Aspirin | 352 (46.1%) | 252 (66.8%) | <0.001 |
| Clopidogrel | 77 (10.1%) | 31 (8.2%) | 0.31 |
| Years followed (SD) | 3.74 (3.06) | 2.63 (2.63) | <0.001 |
Notes:
Identified prior to atrial fibrillation diagnosis;
hemoglobin ≤ 10 mg/dL.
Abbreviations: SD, standard deviation; TIA, transient ischemic attack; CKD, chronic kidney disease.
Figure 2Population and cohort definition.
Abbreviations: EMR, elctronic medical record; AF, atrial fibrillation.
Baseline characteristics by frequency of warfarin interruptions
| Number of warfarin interruptions | P-value | |||
|---|---|---|---|---|
|
| ||||
| None (n = 515) | 1 (n = 129) | ≥2 (n = 120) | ||
| Chronic atrial fibrillation | 446 (86.6) | 108 (83.7) | 111 (92.5) | 0.10 |
| Age in years, mean (SD) | 73 (11) | 71 (13) | 68 (12) | 0.002 |
| Age, years (%) | 0.05 | |||
| <55 | 45 (8.7) | 17 (13.2) | 19 (15.8) | |
| 55–64 | 80 (15.5) | 19 (14.7) | 27 (22.5) | |
| 65–74 | 143 (27.8) | 37 (28.7) | 32 (26.7) | |
| ≥75 | 247 (48) | 56 (43.4) | 42 (35) | |
| Women (%) | 239 (46.4) | 68 (52.7) | 54 (45) | 0.38 |
| African–American (%) | 63 (12.2) | 20 (15.5) | 23 (19.2) | 0.12 |
| Risk factors for stroke (%) | ||||
| Stroke or TIA | 445 (86.4) | 119 (92.2) | 108 (90) | 0.14 |
| Heart failure | 77 (15) | 15 (11.6) | 17 (14.2) | 0.63 |
| Hypertension | 242 (47) | 46 (35.7) | 27 (22.5) | <0.001 |
| Diabetes mellitus | 93 (18.1) | 17 (13.2) | 6 (5) | 0.001 |
| Coronary heart disease | 119 (23.1) | 23 (17.8) | 24 (20) | 0.38 |
| Peripheral vascular disease | 14 (2.7) | 6 (4.7) | 2 (1.7) | 0.35 |
| CHADS2 stroke risk score | <0.001 | |||
| 0 | 111 (21.6) | 42 (32.6) | 49 (40.8) | |
| 1 | 178 (34.6) | 46 (35.7) | 43 (35.8) | |
| ≥2 | 226 (43.9) | 41 (31.8) | 28 (23.3) | |
| Perceived barriers to warfarin Use | ||||
| Gastrintestinal bleeding | 31 (6) | 11 (8.5) | 6 (5) | 0.47 |
| Alcohol abuse | 21 (4.1) | 5 (3.9) | 9 (7.5) | 0.25 |
| Cirrhosis/hepatitis | 37 (7.2) | 8 (6.2) | 9 (7.5) | 0.91 |
| Cognitive dysfunction | 34 (6.6) | 11 (8.5) | 10 (8.3) | 0.66 |
| Fall risk | 96 (18.6) | 18 (14) | 15 (12.5) | 0.17 |
| Anemia | 108 (21) | 23 (17.8) | 18 (15) | 0.29 |
| CKD stages 3–5 | 181 (35.1) | 49 (38) | 52 (43.3) | 0.24 |
| Other antithrombotic therapy (%) | ||||
| Aspirin | 221 (42.9) | 69 (53.5) | 60 (50) | 0.06 |
| Clopidogrel | 12 (2.3) | 3 (2.3) | 1 (0.8) | 0.58 |
| Years followed, mean (SD) | 2.8 (2.5) | 4.6 (3.0) | 6.8 (2.9) | <0.001 |
Notes:
Identified prior to atrial fibrillation diagnosis;
hemoglobin ≤ 10 mg/dL.
Abbreviations: SD, standard deviation; TIA, transient ischemic attack; CKD, chronic kidney disease.
Figure 3Forest plot of the predictors of warfarin use.
Notes: Odds ratio with 95% confidence interval. Anemia = hemoglobin ≤ 10 mg/dL.
Abbreviations: AF, atrial fibrillation; CAD, coronary artery disease; CKD, chronic kidney disease (MDRD stages 4–5).
Figure 4Forest plot of the predictors of warfarin interruptions.
Notes: Odds ratio with 95% confidence interval. Anemia = hemoglobin ≤ 10 mg/dL.
Abbreviations: AF, atrial fibrillation; CAD, coronary artery disease; CKD, chronic kidney disease (MDRD stages 4–5).
Incidence rate of stroke and bleeding events by frequency of warfarin interruptions
| Events, n | Patient-years | Incidence density % (95% CI) | ||
|---|---|---|---|---|
| Stroke/TIA | 0.01 | |||
| No interruptions | 27 | 1387 | 1.9 (1.3, 2.8) | |
| One interruption | 13 | 570 | 2.3 (1.2, 3.9) | |
| ≥two interruptions | 25 | 702 | 3.6 (2.3, 5.3) | |
| Bleeding | 0.86 | |||
| No interruptions | 27 | 1399 | 1.9 (1.3, 2.8) | |
| One interruption | 10 | 583 | 1.7 (0.8, 3.2) | |
| ≥two interruptions | 13 | 773 | 1.7 (0.9, 2.9) |
Abbreviations: CI, confidence interval; TIA, transient ischemic attack.