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Figure. 
Description of the study design. In cases, the index date was admission to the hospital with a diagnosis of upper gastrointestinal (UGI) tract hemorrhage. In controls, the index date was eligible continuous warfarin sodium users who had not yet been hospitalized with UGI tract hemorrhage on the case index date.

Description of the study design. In cases, the index date was admission to the hospital with a diagnosis of upper gastrointestinal (UGI) tract hemorrhage. In controls, the index date was eligible continuous warfarin sodium users who had not yet been hospitalized with UGI tract hemorrhage on the case index date.

Table 1. 
Covariates Included in the Multivariate Analysis
Covariates Included in the Multivariate Analysis
Table 2. 
Characteristics of Cases and Controlsa
Characteristics of Cases and Controlsa
Table 3. 
Association Between Hospital Admission for UGI Tract Hemorrhage and Antibiotic Use in Patients Treated With Warfarin Sodium
Association Between Hospital Admission for UGI Tract Hemorrhage and Antibiotic Use in Patients Treated With Warfarin Sodium
1.
Trager  WF Oral anticoagulants. Levy  RHThummel  KETrager  WFHansten  PDEichelbaum  M Metabolic Drug Interactions. Philadelphia, PA Lippincott Williams & Wilkins2000;Google Scholar
2.
Ansell  JHirsh  JHylek  EJacobson  ACrowther  MPalareti  GAmerican College of Chest Physicians, Pharmacology and management of the vitamin K antagonists: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines (8th Edition).  Chest 2008;133 (6) ((suppl)) 160S- 198SPubMedGoogle ScholarCrossref
3.
Wysowski  DKNourjah  PSwartz  L Bleeding complications with warfarin use: a prevalent adverse effect resulting in regulatory action.  Arch Intern Med 2007;167 (13) 1414- 1419PubMedGoogle ScholarCrossref
4.
Klein  TEAltman  RBEriksson  N  et al. International Warfarin Pharmacogenetics Consortium, Estimation of the warfarin dose with clinical and pharmacogenetic data.  N Engl J Med 2009;360 (8) 753- 764PubMedGoogle ScholarCrossref
5.
Holbrook  AMPereira  JALabiris  R  et al.  Systematic overview of warfarin and its drug and food interactions.  Arch Intern Med 2005;165 (10) 1095- 1106PubMedGoogle ScholarCrossref
6.
Juurlink  DN Drug interactions with warfarin: what clinicians need to know.  CMAJ 2007;177 (4) 369- 371PubMedGoogle ScholarCrossref
7.
Jacobs  LG Warfarin pharmacology, clinical management, and evaluation of hemorrhagic risk for the elderly.  Clin Geriatr Med 2006;22 (1) 17- 32, vii-viiiPubMedGoogle ScholarCrossref
8.
Greenblatt  DJvon Moltke  LL Interaction of warfarin with drugs, natural substances, and foods.  J Clin Pharmacol 2005;45 (2) 127- 132PubMedGoogle ScholarCrossref
9.
Ruben  FLDearwater  SRNorden  CW  et al.  Clinical infections in the noninstitutionalized geriatric age group: methods utilized and incidence of infections: the Pittsburgh Good Health Study.  Am J Epidemiol 1995;141 (2) 145- 157PubMedGoogle Scholar
10.
Conly  JMStein  KWorobetz  LRutledge-Harding  S The contribution of vitamin K2 (menaquinones) produced by the intestinal microflora to human nutritional requirements for vitamin K.  Am J Gastroenterol 1994;89 (6) 915- 923PubMedGoogle Scholar
11.
Juurlink  D Cytochrome P450 Drug Interactions: Compendium of Pharmaceuticals and Specialties.  Ottawa, ON Canadian Pharmacist Association2008;L60- L66
12.
Glasheen  JJFugit  RVProchazka  AV The risk of overanticoagulation with antibiotic use in outpatients on stable warfarin regimens.  J Gen Intern Med 2005;20 (7) 653- 656PubMedGoogle ScholarCrossref
13.
Schelleman  HBilker  WBBrensinger  CMHan  XKimmel  SEHennessy  S Warfarin with fluoroquinolones, sulfonamides, or azole antifungals: interactions and the risk of hospitalization for gastrointestinal bleeding.  Clin Pharmacol Ther 2008;84 (5) 581- 588PubMedGoogle ScholarCrossref
14.
Battistella  MMamdami  MMJuurlink  DNRabeneck  LLaupacis  A Risk of upper gastrointestinal hemorrhage in warfarin users treated with nonselective NSAIDs or COX-2 inhibitors.  Arch Intern Med 2005;165 (2) 189- 192PubMedGoogle ScholarCrossref
15.
Juurlink  DNMamdani  MKopp  ALaupacis  ARedelmeier  DA Drug-drug interactions among elderly patients hospitalized for drug toxicity.  JAMA 2003;289 (13) 1652- 1658PubMedGoogle ScholarCrossref
16.
Kurdyak  PAJuurlink  DNKopp  AHerrmann  NMamdani  MM Antidepressants, warfarin, and the risk of hemorrhage.  J Clin Psychopharmacol 2005;25 (6) 561- 564PubMedGoogle ScholarCrossref
17.
Juurlink  DNMamdani  MMKopp  ARochon  PAShulman  KIRedelmeier  DA Drug-induced lithium toxicity in the elderly: a population-based study.  J Am Geriatr Soc 2004;52 (5) 794- 798PubMedGoogle ScholarCrossref
18.
Juurlink  DNGomes  TKo  DT  et al.  A population-based study of the drug interaction between proton pump inhibitors and clopidogrel.  CMAJ 2009;180 (7) 713- 718PubMedGoogle ScholarCrossref
19.
Raiford  DSPérez Gutthann  SGarcía Rodríguez  LA Positive predictive value of ICD-9 codes in the identification of cases of complicated peptic ulcer disease in the Saskatchewan Hospital automated database.  Epidemiology 1996;7 (1) 101- 104PubMedGoogle ScholarCrossref
20.
Lubin  JHGail  MH Biased selection of controls for case-control analyses of cohort studies.  Biometrics 1984;40 (1) 63- 75PubMedGoogle ScholarCrossref
21.
Langholz  B Case-control study, nested. Armitage  PColton  C Encyclopedia of Biostatistics. Chichester, England John Wiley & Sons Ltd1998;514- 519Google Scholar
22.
Altman  DGBland  JM Interaction revisited: the difference between two estimates.  BMJ 2003;326 (7382) e219http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1125071/?tool=pubmed. Accessed January 18, 2010PubMedGoogle ScholarCrossref
23.
Penning-van Beest  FErkens  JPetersen  KUKoelz  HRHerings  R Main comedications associated with major bleeding during anticoagulant therapy with coumarins.  Eur J Clin Pharmacol 2005;61 (5-6) 439- 444PubMedGoogle ScholarCrossref
24.
Penning-van Beest  FJKoerselman  JHerings  RM Risk of major bleeding during concomitant use of antibiotic drugs and coumarin anticoagulants.  J Thromb Haemost 2008;6 (2) 284- 290PubMedGoogle ScholarCrossref
Original Investigation
April 12, 2010

Hemorrhage During Warfarin Therapy Associated With Cotrimoxazole and Other Urinary Tract Anti-infective Agents: A Population-Based Study

Author Affiliations

Author Affiliations: Department of Health Policy Management and Evaluation, University of Toronto (Drs Fischer, Juurlink, and Laupacis), Institute for Clinical Evaluative Sciences (Drs Fischer, Juurlink, Mamdani, and Laupacis and Mr Kopp) and Department of Medicine (Dr Juurlink), Sunnybrook Health Sciences Centre, and Keenan Research Centre, Li Ka Shing Knowledge Institute of St Michael's Hospital (Drs Mamdani and Laupacis), Toronto, Ontario, Canada; and Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia (Dr Mamdani).

Arch Intern Med. 2010;170(7):617-621. doi:10.1001/archinternmed.2010.37
Abstract

Background  Some antibiotic agents, including cotrimoxazole, inhibit the metabolism of warfarin sodium and possibly increase the risk of hemorrhage. We examined the risk of upper gastrointestinal (UGI) tract hemorrhage in older patients receiving warfarin in combination with antibiotics commonly used to treat urinary tract infection, with a focus on cotrimoxazole.

Methods  This population-based, nested case-control study using health care databases in Ontario, Canada, between April 1, 1997, and March 31, 2007, identified residents 66 years or older who were continuously treated with warfarin. Cases were hospitalized with UGI tract hemorrhage. For each case, we selected up to 10 age- and sex-matched control subjects. We calculated adjusted odds ratios (aORs) for exposure to cotrimoxazole, amoxicillin trihydrate, ampicillin trihydrate, ciprofloxacin hydrochloride, nitrofurantoin, and norfloxacin within 14 days before the UGI tract hemorrhage.

Results  We identified 134 637 patients receiving warfarin, of whom 2151 cases were hospitalized for UGI tract hemorrhage. Cases were almost 4 times more likely than controls to have recently received cotrimoxazole (aOR, 3.84; 95% confidence interval [CI], 2.33-6.33). Treatment with ciprofloxacin was also associated with increased risk (aOR, 1.94; 95% CI, 1.28-2.95), but no significant association was observed with amoxicillin or ampicillin (1.37; 0.92-2.05), nitrofurantoin (1.40; 0.71-2.75), or norfloxacin (0.38; 0.12-1.26). Compared with amoxicillin or ampicillin, cotrimoxazole prescription was associated with an almost 3-fold risk (ratio of ORs, 2.80; 95% CI, 1.48-5.32).

Conclusions  Among older patients receiving warfarin, cotrimoxazole is associated with a significantly higher risk of UGI tract hemorrhage than other commonly used antibiotics. Whenever possible, clinicians should prescribe alternative antibiotics in patients receiving warfarin.

Warfarin sodium is the oral anticoagulant of choice in North America,1,2 with more than 30 million outpatient prescriptions in 2004 in the United States.3 It is commonly used for the prevention and treatment of thromboembolism in patients with deep vein thrombosis, pulmonary embolism, atrial fibrillation, and mechanical heart valves.2 Warfarin has a narrow therapeutic index, and the response to warfarin is influenced by pharmacogenetic and pharmacokinetic polymorphisms, vitamin K status, and multiple drug interactions.4-8 Consequently, safe and effective treatment with warfarin poses a challenge, and it is one of the top 10 drugs cited in the Food and Drug Administration's Adverse Event Reporting System.3

Urinary tract infection (UTI) is the second most common infection among community-dwelling older patients.9 It accounts for almost 25% of all infection in older adults9 and is often treated with antibiotic agents that have significant potential for interaction with warfarin. Many antibiotics used to treat UTI disrupt gut flora, thereby reducing intestinal vitamin K2 synthesis.10 Some antibiotics also inhibit cytochrome P450 isozyme 2C9, which is responsible for metabolizing the more biologically active S-enantiomer of warfarin.6,7 These include cotrimoxazole (trimethoprim-sulfamethoxazole), a popular antibiotic most often used to treat UTI.6,11

Warfarin is commonly coprescribed with antibiotics used to treat UTI. However, few observational studies12,13 have examined the clinical consequences of cotrimoxazole prescription in patients receiving warfarin, and they did not focus on antibiotics indicated for UTI. Therefore, we sought to characterize the risk of upper gastrointestinal (UGI) tract hemorrhage in older patients associated with the concomitant use of warfarin and antibiotics used to treat UTI, with a primary focus on cotrimoxazole.

Methods

We conducted a population-based nested case-control study of health care databases in Ontario, Canada, between April 1, 1997, and March 31, 2007. This study was approved by the Ethics Review Board of Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.

The Ontario Drug Benefit Database includes data on prescription drugs reimbursed by the Ontario government for all Ontario residents 65 years or older. Hospital admissions were identified using the Canadian Institute for Health Information Discharge Abstract Database. The Ontario Health Insurance Plan Database records physician billing claims, and the Registered Persons Database provides basic demographic information. These administrative health care databases were anonymously linked using encrypted health card numbers and have been routinely used to study the clinical consequences of drug interactions.14-18

We assembled a cohort of Ontario residents 66 years or older who were treated with warfarin for at least 180 days, starting from the first warfarin prescription following the patient's 66th birthday (Figure). To identify a stable outpatient warfarin therapy population, patients who ceased warfarin therapy or who were hospitalized with any hemorrhage during the initial 180 days of therapy were excluded from analysis.

Patients were observed until hospitalization for UGI tract hemorrhage, discontinuation of warfarin therapy, the end of the study period (March 31, 2007), or death, whichever occurred first. A patient was considered to have discontinued warfarin therapy if the interval between prescription refills exceeded the days supply of the previous prescription by more than 50%. In that instance, we continued observation for 1.5 times the days supply of the final prescription to identify UGI tract hemorrhages that may have precipitated cessation of therapy.

Within the cohort of continuous warfarin users, we defined cases as those hospitalized with UGI tract hemorrhage using the International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases, 10th Revision (eAppendix). We studied UGI tract hemorrhage because coding for the diagnosis has been validated, with positive predictive values of well above 80%.19 The hospital admission date served as the index date for all analyses.

We selected up to 10 control subjects for each case from the cohort of patients continuously receiving warfarin therapy. Controls were matched to cases based on date of birth, sex, and warfarin use on the case's index date. Cases were eligible to serve as controls for another case whose index date occurred earlier.20,21 We excluded cases and controls who were discharged from the hospital for any admission diagnosis within 30 days before the index date.

The primary exposure of interest was oral cotrimoxazole prescription within 14 days preceding the index date. We also examined other oral antibiotics commonly used to treat UTI, including ciprofloxacin, amoxicillin or ampicillin, norfloxacin, and nitrofurantoin. We hypothesized that these drugs would be less strongly associated with hemorrhage in patients receiving warfarin therapy because they do not inhibit metabolism of the S-enantiomer of warfarin.6,11 To minimize the potential for confounding by indication, we did not examine other antibiotic classes. We restricted our analyses to antibiotics commonly indicated for UTI because we wanted to maximize the homogeneity of the indication for which patients were treated.

We excluded cases and controls who received amoxicillin in combination products intended for Helicobacter pylori elimination, as well as those who received more than 1 study antibiotic within 14 days of the index date. To test the robustness of our findings, we performed sensitivity analyses examining exposure windows of 7 days and 21 days before the index date.

We used conditional logistic regression analysis to estimate the unadjusted and adjusted odds ratio (aOR) and 95% confidence interval (CI) for the association between hospital admission for UGI tract hemorrhage during warfarin therapy and receipt of antibiotics. In each analysis, the reference group was patients not treated with antibiotics. We used multivariate analysis to adjust for numerous potential confounders (Table 1). We conducted a tracer analysis using ocular antibiotics because these have no plausible association with hemorrhage in patients receiving warfarin.

We compared the aOR during cotrimoxazole therapy with that of amoxicillin or ampicillin using a test of interaction as outlined by Altman and Bland.22 This predefined comparison was based on our hypothesis that the risk of hemorrhage would not be appreciably increased during treatment with amoxicillin or ampicillin, which do not inhibit cytochrome P450 isozyme 2C9. All analyses were performed using commercially available statistical software (SAS version 9.13; SAS Institute, Cary, North Carolina).

Results

We identified 134 637 patients with a total of 198 910 person-years of continuous warfarin treatment. During the study period, 45 972 patients (34.1%) treated with warfarin received at least 1 prescription for an antibiotic of interest, and 9751 patients (7.2%) received at least 1 prescription for cotrimoxazole.

We identified 2441 patients who were hospitalized for UGI tract hemorrhage. There were 2151 patients hospitalized for UGI tract hemorrhage who met our definition of a case after excluding 290 patients (270 who had a hospital admission within 30 days of the index date, 7 who had been prescribed more than 1 antibiotic of interest, 5 or fewer who had received combination amoxicillin-lansoprazole-clarithromycin within 14 days of the index date, and 12 who had more than 1 exclusion criteria). Of 2151 cases hospitalized for UGI tract hemorrhage, almost all (2135 [99.3%]) were matched to 10 controls. Overall, 224 cases (10.4%) died before discharge. The characteristics of cases and controls are given in Table 2.

Cases admitted for UGI tract hemorrhage during warfarin therapy were almost 4 times more likely than controls to have received a cotrimoxazole prescription within 14 days before hospitalization (aOR, 3.84; 95% CI, 2.33-6.33) (Table 3). Treatment with ciprofloxacin was also associated with an increased risk of hemorrhage during warfarin therapy (aOR, 1.94; 95% CI, 1.28-2.95). In contrast, no significant association was noted between hospitalization for UGI tract hemorrhage and the prescription of amoxicillin or ampicillin (aOR, 1.37; 95% CI, 0.92-2.05), nitrofurantoin (1.40; 0.71-2.75), or norfloxacin (0.38; 0.12-1.26). As expected, we found no association between UGI tract hemorrhage and receipt of ocular antibiotics (aOR, 0.99; 95% CI, 0.50-1.93). Sensitivity analyses using exposure windows of 7 days and 21 days revealed consistent results (eTable).

Compared with amoxicillin or ampicillin,22 cotrimoxazole prescription was associated with an almost 3-fold increase in the risk of UGI tract hemorrhage among patients taking warfarin. The ratio of ORs was 2.80 (95% CI, 1.48-5.32).

Comment

Concomitant use of cotrimoxazole in patients receiving long-term warfarin therapy was associated with an almost 4-fold increase in the risk of hospitalization for UGI tract hemorrhage, considerably higher than that with other antibiotics. Treatment with ciprofloxacin was also associated with an almost 2-fold increased risk, whereas the other antibiotics we examined were not associated with a statistically significant increased risk.

Our findings regarding cotrimoxazole are consistent with other research involving coumarin anticoagulants not widely used in North America,23,24 as well as other observational studies12,13 involving warfarin. To our knowledge, this study is the first to focus on the specific risks associated with UTI antibiotics, a leading reason for antibiotic therapy in older patients receiving warfarin.

We observed a less dramatic increase in the risk of hemorrhage with ciprofloxacin therapy. This may be related to a heterogeneous patient population with a greater burden of illness, because ciprofloxacin is more commonly used for a wider variety of indications beyond UTI compared with the other antibiotics that were studied. The small statistically nonsignificant elevated aORs associated with the use of amoxicillin or ampicillin and nitrofurantoin may indicate residual confounding. However, the much higher aOR associated with cotrimoxazole therapy strongly indicates that it has a much greater effect on the risk of UGI tract hemorrhage than the other antibiotics studied.13

Some limitations of our study merit emphasis. First, our analyses were confined to older patients, and we have no direct measure of coagulation status. Second, the mean duration that patients were taking warfarin (slightly >1 year) may seem shorter than expected. However, the cohort consisted of prevalent warfarin users, some of whom would have been receiving warfarin before their 66th birthday. Also, patients had to have received 6 months of continuous warfarin therapy before enrolling in the cohort, and these 6 months are excluded from the study follow-up. We also used a rigorous definition of adherence, which may have led us to censor some patients who actually continued warfarin therapy. Third, although we adjusted for many potential confounders, we could not adjust for unmeasured confounders such as the use of nonprescription drugs, foods, or herbal supplements. However, these are not expected to differ among antibiotic groups. Fourth, we had no information about the indication for antibiotic therapy and cannot exclude the possibility that patients who were prescribed various antibiotics were systematically different from one another.

Our findings provide strong evidence that treatment with cotrimoxazole is associated with an important increase in the risk of UGI tract hemorrhage during warfarin therapy and that this risk is considerably higher than the risk associated with other commonly used antibiotics. In addition to the morbidity associated with hospitalization for UGI tract hemorrhage (including endoscopy, blood transfusion, and nosocomial infection), approximately 10% of cases hospitalized for UGI tract hemorrhage died before hospital discharge. This finding is important in view of the tens of millions of warfarin prescriptions dispensed annually in the United States.3 Our observations suggest that clinicians should consider antibiotics other than cotrimoxazole in patients receiving warfarin. If alternatives are inappropriate, close monitoring of anticoagulation control is necessary, and temporary reductions in the dosage of warfarin may be required.

Correspondence: Hadas D. Fischer, MD, Institute for Clinical Evaluative Sciences, Sunnybrook Health Sciences Centre, Room G1 06, 2075 Bayview Ave, Toronto, ON M4N 3M5, Canada (Hadas.fischer@ices.on.ca).

Accepted for Publication: October 12, 2009.

Author Contributions: Dr Fischer had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Study concept and design: Fischer, Juurlink, Mamdani, and Laupacis. Acquisition of data: Kopp. Analysis and interpretation of data: Fischer, Juurlink, Mamdani, Kopp, and Laupacis. Drafting of the manuscript: Fischer, Juurlink, Mamdani, and Laupacis. Critical revision of the manuscript for important intellectual content: Fischer, Juurlink, Mamdani, Kopp, and Laupacis. Statistical analysis: Fischer, Juurlink, Mamdani, and Kopp. Obtained funding: Juurlink. Administrative, technical, and material support: Fischer. Study supervision: Laupacis.

Financial Disclosure: Dr Fischer was employed by Bayer Inc from September 29, 2003, to September 24, 2004. Dr Mamdani was employed by Pfizer Global Pharmaceuticals from January 3, 2006, to March 16, 2007.

Funding/Support: This work was supported by a grant from the Canadian Institutes of Health Research (CIHR). Dr Juurlink is supported by a New Investigator Award from the CIHR. This project was supported by the Institute for Clinical Evaluative Sciences, which is funded by an annual grant from the Ontario Ministry of Health and Long-term Care.

Disclaimer: The opinions, results, and conclusions reported in this article are those of the authors and are independent of the funding sources. No endorsement by the Institute for Clinical Evaluative Sciences or the Ontario Ministry of Health and Long-term Care is intended or should be inferred.

References
1.
Trager  WF Oral anticoagulants. Levy  RHThummel  KETrager  WFHansten  PDEichelbaum  M Metabolic Drug Interactions. Philadelphia, PA Lippincott Williams & Wilkins2000;Google Scholar
2.
Ansell  JHirsh  JHylek  EJacobson  ACrowther  MPalareti  GAmerican College of Chest Physicians, Pharmacology and management of the vitamin K antagonists: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines (8th Edition).  Chest 2008;133 (6) ((suppl)) 160S- 198SPubMedGoogle ScholarCrossref
3.
Wysowski  DKNourjah  PSwartz  L Bleeding complications with warfarin use: a prevalent adverse effect resulting in regulatory action.  Arch Intern Med 2007;167 (13) 1414- 1419PubMedGoogle ScholarCrossref
4.
Klein  TEAltman  RBEriksson  N  et al. International Warfarin Pharmacogenetics Consortium, Estimation of the warfarin dose with clinical and pharmacogenetic data.  N Engl J Med 2009;360 (8) 753- 764PubMedGoogle ScholarCrossref
5.
Holbrook  AMPereira  JALabiris  R  et al.  Systematic overview of warfarin and its drug and food interactions.  Arch Intern Med 2005;165 (10) 1095- 1106PubMedGoogle ScholarCrossref
6.
Juurlink  DN Drug interactions with warfarin: what clinicians need to know.  CMAJ 2007;177 (4) 369- 371PubMedGoogle ScholarCrossref
7.
Jacobs  LG Warfarin pharmacology, clinical management, and evaluation of hemorrhagic risk for the elderly.  Clin Geriatr Med 2006;22 (1) 17- 32, vii-viiiPubMedGoogle ScholarCrossref
8.
Greenblatt  DJvon Moltke  LL Interaction of warfarin with drugs, natural substances, and foods.  J Clin Pharmacol 2005;45 (2) 127- 132PubMedGoogle ScholarCrossref
9.
Ruben  FLDearwater  SRNorden  CW  et al.  Clinical infections in the noninstitutionalized geriatric age group: methods utilized and incidence of infections: the Pittsburgh Good Health Study.  Am J Epidemiol 1995;141 (2) 145- 157PubMedGoogle Scholar
10.
Conly  JMStein  KWorobetz  LRutledge-Harding  S The contribution of vitamin K2 (menaquinones) produced by the intestinal microflora to human nutritional requirements for vitamin K.  Am J Gastroenterol 1994;89 (6) 915- 923PubMedGoogle Scholar
11.
Juurlink  D Cytochrome P450 Drug Interactions: Compendium of Pharmaceuticals and Specialties.  Ottawa, ON Canadian Pharmacist Association2008;L60- L66
12.
Glasheen  JJFugit  RVProchazka  AV The risk of overanticoagulation with antibiotic use in outpatients on stable warfarin regimens.  J Gen Intern Med 2005;20 (7) 653- 656PubMedGoogle ScholarCrossref
13.
Schelleman  HBilker  WBBrensinger  CMHan  XKimmel  SEHennessy  S Warfarin with fluoroquinolones, sulfonamides, or azole antifungals: interactions and the risk of hospitalization for gastrointestinal bleeding.  Clin Pharmacol Ther 2008;84 (5) 581- 588PubMedGoogle ScholarCrossref
14.
Battistella  MMamdami  MMJuurlink  DNRabeneck  LLaupacis  A Risk of upper gastrointestinal hemorrhage in warfarin users treated with nonselective NSAIDs or COX-2 inhibitors.  Arch Intern Med 2005;165 (2) 189- 192PubMedGoogle ScholarCrossref
15.
Juurlink  DNMamdani  MKopp  ALaupacis  ARedelmeier  DA Drug-drug interactions among elderly patients hospitalized for drug toxicity.  JAMA 2003;289 (13) 1652- 1658PubMedGoogle ScholarCrossref
16.
Kurdyak  PAJuurlink  DNKopp  AHerrmann  NMamdani  MM Antidepressants, warfarin, and the risk of hemorrhage.  J Clin Psychopharmacol 2005;25 (6) 561- 564PubMedGoogle ScholarCrossref
17.
Juurlink  DNMamdani  MMKopp  ARochon  PAShulman  KIRedelmeier  DA Drug-induced lithium toxicity in the elderly: a population-based study.  J Am Geriatr Soc 2004;52 (5) 794- 798PubMedGoogle ScholarCrossref
18.
Juurlink  DNGomes  TKo  DT  et al.  A population-based study of the drug interaction between proton pump inhibitors and clopidogrel.  CMAJ 2009;180 (7) 713- 718PubMedGoogle ScholarCrossref
19.
Raiford  DSPérez Gutthann  SGarcía Rodríguez  LA Positive predictive value of ICD-9 codes in the identification of cases of complicated peptic ulcer disease in the Saskatchewan Hospital automated database.  Epidemiology 1996;7 (1) 101- 104PubMedGoogle ScholarCrossref
20.
Lubin  JHGail  MH Biased selection of controls for case-control analyses of cohort studies.  Biometrics 1984;40 (1) 63- 75PubMedGoogle ScholarCrossref
21.
Langholz  B Case-control study, nested. Armitage  PColton  C Encyclopedia of Biostatistics. Chichester, England John Wiley & Sons Ltd1998;514- 519Google Scholar
22.
Altman  DGBland  JM Interaction revisited: the difference between two estimates.  BMJ 2003;326 (7382) e219http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1125071/?tool=pubmed. Accessed January 18, 2010PubMedGoogle ScholarCrossref
23.
Penning-van Beest  FErkens  JPetersen  KUKoelz  HRHerings  R Main comedications associated with major bleeding during anticoagulant therapy with coumarins.  Eur J Clin Pharmacol 2005;61 (5-6) 439- 444PubMedGoogle ScholarCrossref
24.
Penning-van Beest  FJKoerselman  JHerings  RM Risk of major bleeding during concomitant use of antibiotic drugs and coumarin anticoagulants.  J Thromb Haemost 2008;6 (2) 284- 290PubMedGoogle ScholarCrossref
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