Julie Kowalski

Julie Kowalski is with Trace Analytics in Spokane, Washington.

Articles by Julie Kowalski

For cannabis flower, cannabinoids occur at concentrations far too high for traditional spike recovery experiments to meaningfully assess extraction efficiency. Even large spike additions contribute only a small fraction of the total analyte mass, making recovery results insensitive to extraction performance. This article explains why extraction efficiency for cannabinoid methods must instead be established through matrix-exhaustive, sequential extraction studies.

Conventional approaches for determining limits of detection (LOD), such as signal-to-noise ratios and repeated measurement methods designed for single-signal detection, can result in unrealistic LOD values because they often fail to account for multi-signal identification and the disproportionate generation of analyte and noise signals in mass spectrometry techniques such as selected ion monitoring (SIM) and multiple reaction monitoring (MRM). This article proposes a practical alternative compared to standard approaches.