| Literature DB >> 23092442 |
Hisham Aljadhey1, Wanzhu Tu, Richard A Hansen, Susan J Blalock, D Craig Brater, Michael D Murray.
Abstract
BACKGROUND: Nonsteroidal anti-inflammatory drugs (NSAIDs) may disrupt control of blood pressure in hypertensive patients and increase their risk of morbidity, mortality, and the costs of care. The objective of this study was to examine the association between incident use of NSAIDs and blood pressure in patients with hypertension.Entities:
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Year: 2012 PMID: 23092442 PMCID: PMC3502533 DOI: 10.1186/1471-2261-12-93
Source DB: PubMed Journal: BMC Cardiovasc Disord ISSN: 1471-2261 Impact factor: 2.298
Comparison of Covariate Balance between NSAIDs and Acetaminophen before and after propensity score matching
| Age (yrs) mean | Unmatched | 55 | 60 | <.001 | −42.0 | |
| | Matched | 56 | 57 | 0.119 | −6.0 | 86% |
| Gender: | | | | | | |
| Female | Unmatched | 70 | 70 | 0.687 | 1.3 | |
| | Matched | 72 | 70 | 0.157 | 5.5 | −323% |
| Race: | | | | | | |
| African American | Unmatched | 58 | 63 | 0.003 | −9.4 | |
| | Matched | 63 | 61 | 0.353 | 3.6 | 62% |
| Other | Unmatched | 5 | 3 | 0.007 | 7.5 | |
| | Matched | 4 | 3 | 0.837 | 0.8 | 89% |
| Baseline systolic blood pressure (mmHg) mean | Unmatched | 139 | 141 | 0.006 | −8.8 | |
| | Matched | 140 | 140 | 0.949 | −0.2 | 97% |
| Time from baseline SBP to index: | | | | | | |
| ≤ 7 days | Unmatched | 53 | 65 | <.001 | −23.8 | |
| | Matched | 62 | 61 | 0.596 | 2.0 | 91% |
| > 7 days and ≤ 30 days | Unmatched | 14 | 10 | <.001 | 11.6 | |
| | Matched | 10 | 11 | 0.380 | −3.4 | 71% |
| > 30 days | Unmatched | 33 | 25 | <.001 | 17.4 | |
| | Matched | 28 | 28 | 0.975 | 0.1 | 99% |
| Year of index date: | | | | | | |
| 1993 - 1996 | Unmatched | 50 | 58 | <.001 | −17.1 | |
| | Matched | 57 | 56 | 0.713 | 1.4 | 92% |
| 1997-2002 | Unmatched | 39 | 40 | 0.477 | −2.3 | |
| | Matched | 41 | 42 | 0.741 | −1.3 | 44% |
| 2003 - 2006 | Unmatched | 11 | 1 | <.001 | 40.8 | |
| | Matched | 2 | 2 | 0.881 | −0.6 | 99% |
| Diagnosis of: | | | | | | |
| Osteoarthritis | Unmatched | 22 | 23 | 0.768 | −0.9 | |
| | Matched | 21 | 22 | 0.295 | −4.0 | −327% |
| Rheumatoid Arthritis | Unmatched | 3 | 3 | 0.381 | 2.8 | |
| | Matched | 3 | 3 | 0.819 | 0.9 | 69% |
| Renal Insufficiency | Unmatched | 3 | 8 | <.001 | −24.5 | |
| | Matched | 4 | 4 | 0.922 | 0.4 | 98% |
| Cirrhosis with Ascites | Unmatched | 0.4 | 1 | 0.343 | −3.0 | |
| | Matched | 1 | 1 | 0.807 | −0.9 | 69% |
| Systemic Lupus Erythematosus | Unmatched | 1 | 1 | 0.277 | 3.5 | |
| | Matched | 1 | 1 | 0.465 | −2.8 | 20% |
| Diabetes | Unmatched | 28 | 35 | <.001 | −14 | |
| | Matched | 28 | 31 | 0.124 | −5.9 | 58% |
| Congestive Heart Failure | Unmatched | 11 | 19 | <.001 | −20.9 | |
| | Matched | 14 | 14 | 0.651 | −1.7 | 92% |
| Coronary Artery Disease or History of Myocardial Infarction | Unmatched | 13 | 19 | <.001 | −16.0 | |
| | Matched | 14 | 15 | 0.266 | −4.3 | 73% |
| Stroke | Unmatched | 8 | 12 | <.001 | −15.4 | |
| | Matched | 9 | 9 | 0.784 | −1.1 | 93% |
| Arrhythmia | Unmatched | 1 | 2 | 0.055 | −6.1 | |
| | Matched | 1 | 1 | 0.489 | −2.7 | 56% |
| Asthma or Chronic Obstructive Pulmonary Disease | Unmatched | 17 | 19 | 0.121 | −5.0 | |
| | Matched | 18 | 19 | 0.420 | −3.1 | 37% |
| Medications: | | | | | | |
| ACE-I or Angiotensin II blocker | Unmatched | 36 | 43 | <.001 | −15.7 | |
| | Matched | 37 | 38 | 0.594 | −2.1 | 87% |
| Beta- Blocker | Unmatched | 18 | 17 | 0.270 | 3.5 | |
| | Matched | 15 | 17 | 0.338 | −3.7 | −4% |
| Calcium Channel Blocker | Unmatched | 34 | 38 | 0.003 | −9.7 | |
| | Matched | 36 | 36 | 0.829 | −0.8 | 91% |
| Diuretic | Unmatched | 44 | 48 | 0.005 | −9.0 | |
| | Matched | 46 | 45 | 0.921 | 0.4 | 96% |
| Other BP medications | Unmatched | 7 | 12 | <.001 | −15.2 | |
| | Matched | 9 | 9 | 0.835 | −0.8 | 95% |
| Oral high dose glucocorticoid*** | Unmatched | 1 | 1 | 0.068 | −5.8 | |
| | Matched | 1 | 1 | 0.850 | −0.7 | 87% |
| Oral Contraceptives | Unmatched | 1 | 1 | 0.528 | −2.0 | |
| | Matched | 1 | 1 | 0.998 | 0.0 | 100% |
| Venlafaxine | Unmatched | 1 | 0.3 | 0.075 | 5.8 | |
| | Matched | 1 | 0.4 | 0.782 | 1.1 | 82% |
| Adherence to antihypertensive medications: | | | | | | |
| MPR ≥ 80% | Unmatched | 69 | 74 | <.001 | −10.6 | |
| | Matched | 72 | 70 | 0.320 | 3.8 | 64% |
| MPR < 80% | Unmatched | 13 | 12 | 0.262 | 3.6 | |
| | Matched | 12 | 13 | 0.159 | −5.4 | −51% |
| Not using antihypertensives (reference group) | Unmatched | 18 | 14 | 0.002 | 9.8 | |
| | Matched | 16 | 16 | 0.965 | 0.2 | 98% |
| Exposure to index drug: | | | | | | |
| MPR > 80% | Unmatched | 32 | 24 | <.001 | 19.5 | |
| | Matched | 26 | 27 | 0.750 | −1.2 | 94% |
| MPR 20–80 % | Unmatched | 44 | 43 | 0.278 | 3.5 | |
| | Matched | 44 | 43 | 0.859 | 0.7 | 80% |
| MPR < 20% | Unmatched | 23 | 34 | <.001 | −23.3 | |
| | Matched | 30 | 30 | 0.909 | 0.4 | 98% |
| Number of refills per month: | | | | | | |
| ≥ 1 refills | Unmatched | 52 | 36 | <.001 | 30.8 | |
| Matched | 44 | 43 | 0.301 | 4.0 | 87% |
* % unless indicated as mean. Because of rounding values may not add to 100 %.
** P-value of t-tests for continuous variables and chi-square tests for categorical variables.
*** High dose was defined as ≥10mg for prednisonse, ≥50mg for cortisone, and ≥1.5 mg for dexamethasone.
Standardized difference: 100 ( treated–control)/√ {(s2treated + s2control)/2}. A positive value means the treated group is higher in % (or mean) compared to the control group and negative value means the control is higher than the treated.
Bias reduction (%) =1- {|Standardized difference matched|/| Standardized difference unmatched |} x 100. A positive value means bias is reduced by propensity score matching and negative means bias increased.
ACE-I: Angiotensin converting enzyme inhibitor; MPR: Medication Possession Ratio; SBP: Systolic blood pressure. Unmatched: all patients before propensity score matching, N=3,928 (2,181 NSAIDs and 1,747 acetaminophen). Matched: only matched patients, N=2,680 (1,340 in each group).
Figure 1Study flow chart.
Difference in systolic blood pressure between NSAIDs and acetaminophen after propensity score matching
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ACE-I: Angiotensin converting enzyme inhibitor; BB: Beta-blocker; CCB: Calcium channel blocker; SBP: Systolic blood pressure.
* First SBP is the first systolic blood pressure measurement after the index date. Average SBP is the average of all systolic blood pressure measurements after the index date and prior to any changes in the antihypertensive therapy.
** Estimate of SBP is the estimate difference between NSAIDs and acetaminophen after controlling for baseline SBP. A higher value means NSAIDs is associated with higher increase in systolic blood pressure compared to acetaminophen.
Difference in systolic blood pressure between naproxen and ibuprofen after propensity score matching
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ACE-I: Angiotensin converting enzyme inhibitor; BB: Beta-blocker; CCB: Calcium channel blocker; SBP: Systolic blood pressure.
* First SBP is the first systolic blood pressure measurement after the index date. Average SBP is the average of all systolic blood pressure measurements after the index date and prior to any changes in the antihypertensive therapy.
** Estimate of SBP is the estimate difference between naproxen and ibuprofen after controlling for baseline SBP. A positive value means naproxen is associated with higher increase in systolic blood pressure compared to ibuprofen. A negative value means ibuprofen is associated with higher increase in systolic blood pressure compared to naproxen.
Difference in systolic blood pressure between celecoxib and ibuprofen or naproxen after propensity score matching
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SBP: Systolic blood pressure.
* First SBP is the first systolic blood pressure measurement after the index date. Average SBP is the average of all systolic blood pressure measurements after the index date and prior to any changes in the antihypertensive therapy.
** Estimate of SBP is the estimate difference between celecoxib and the comparator drug (ibuprofen or naproxen) after controlling for baseline SBP. A positive value means celecoxib is associated with higher increase in systolic blood pressure compared to the comparator drug. A negative value means the comparator drug is associated with higher increase in systolic blood pressure compared to celecoxib.