Running Title: Extraction of AEA from human bio-matrices Abbreviations: AEA, N-arachidonoylethanolamine (anandamide); AEA-d8, deuterated anandamide; LOD, limit of detection; LOQ, limit of quantification; LPE, liquid-phase extraction; SPE, solid-phase extraction; UPLC-MS/MS, ultra performance liquid chromatography tandem mass spectrometry.Keywords: Endocannabinoid, anandamide, solid phase extraction.The authors affirm that they have no conflicts of interest. samples from labouring and non-labouring women were analysed using both techniques no extraction method-dependent differences were observed.Consequently, we provide evidence for a robust SPE technique for the extraction of AEA from bio-matrices to replace the existing liquid extraction methods which is superior in terms of speed, extraction efficiency and sample size required.