Screening approach for identifying candidate drugs and drug-drug interactions related to hip fracture risk in persons with Alzheimer disease

Pharmacoepidemiol Drug Saf. 2017 Aug;26(8):875-889. doi: 10.1002/pds.4232. Epub 2017 May 29.

Abstract

Purpose: To assess whether a "drugome-wide" screen with case-crossover design is a feasible approach for identifying candidate drugs and drug-drug interactions.

Methods: All community-dwelling residents of Finland who received a clinically verified Alzheimer disease diagnosis in 2005 to 2011 and experienced incident hip fracture (HF) afterwards (N = 4851). Three scenarios were used to test the sensitivity of this approach (1) hazard period 0 to 30 and control period 31 to 61 days before HF, (2) hazard period 0 to 30 and control period 336 to 366 days before HF, and (3) hazard period 0 to 14 and control period 16 to 30 days before HF.

Results: Nine, 44, and 5 drugs were associated with increased HF risk and 8, 23, and 4 with decreased risk in scenarios 1, 2, and 3, respectively. Six drugs were identified with scenario 1 only and 54 and 1 with scenarios 2 and 3, respectively. Only six drugs (metoprolol, simvastatin, trimethoprim, codeine combinations, fentanyl, and paracetamol) were associated with HF in all scenarios, four with 1 and 2 (cefalexin, buprenorphine, olanzapine, and memantine), and one with 1 and 3 (enalapril) or 2 and 3 (ciprofloxacin). The direction of associations was the same in all/both scenarios. The interaction results were equally versatile, with hydroxocobalamin*oxazepam being the only interaction observed in all scenarios.

Conclusions: Case-crossover analysis is a potential approach for identifying candidate drugs and drug-drug interactions associated with adverse events as it implicitly controls for fixed confounders. The results are highly dependent on applied hazard and control periods, but the choice of periods can help in targeting the analyses to different phases of drug use.

Keywords: case-crossover; drug; drug-drug; hip fracture; interaction; screening.

MeSH terms

  • Acetaminophen / administration & dosage
  • Acetaminophen / adverse effects
  • Adult
  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / diagnosis
  • Alzheimer Disease / drug therapy*
  • Alzheimer Disease / epidemiology*
  • Codeine / administration & dosage
  • Codeine / adverse effects
  • Cross-Over Studies
  • Drug Evaluation, Preclinical / methods
  • Drug Interactions / physiology*
  • Female
  • Finland / epidemiology
  • Hip Fractures / chemically induced*
  • Hip Fractures / diagnosis
  • Hip Fractures / epidemiology*
  • Humans
  • Male
  • Middle Aged
  • Risk Factors
  • Risperidone / administration & dosage
  • Risperidone / adverse effects

Substances

  • Acetaminophen
  • Risperidone
  • Codeine