AAS have been divided into three groups according to their ionization behavior and into seven groups according to their CID behavior. Correlations between fragmentation and structure were revealed and fragmentation pathways were postulated.

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Steroid detection and identification remain key issues in toxicology, drug testing, medical diagnostics, food safety control, and doping control. In this study, we evaluate the capabilities and usefulness of analyzing non‐hydrolyzed sulfated steroids with gas chromatography−mass spectrometry (GC–MS) instead of the conventionally applied liquid chromatography−mass spectrometry (LC–MS) approach. Sulfates of 31 steroids were synthesized and their MS and chromatographic behavior studied by chemical ionization−GC−triple quadrupole MS (CI−GC‐TQMS) and low energy−electron ionization−GC−quadrupole time‐of‐flight−MS (LE−EI−GC−QTOF−MS). The collected data shows that the sulfate group is cleaved off in the injection port of the GC–MS, forming two isomers. In CI, the dominant species (ie, [MH – H2SO4]+ or [MH – H4S2O8]+ for bis‐sulfates) is very abundant due to the limited amount of fragmentation, making it an ideal precursor ion for MS/MS. In LE−EI, [M – H2SO4].+ and/or [M – H2SO4 – CH3].+ are the dominant species in most cases. Based on the common GC–MS behavior of non‐hydrolyzed sulfated steroids, two applications were evaluated and compared with the conventionally applied LC–MS approach; (a) discovery of (new) sulfated steroid metabolites of mesterolone and (b) expanding anabolic androgenic steroid abuse detection windows. GC–MS and LC–MS analysis of non‐hydrolyzed sulfated steroids offered comparable sensitivities, superseding these of GC–MS after hydrolysis. For non‐hydrolyzed sulfated steroids, GC–MS offers a higher structural elucidating power and a more straightforward inclusion in screening methods than LC–MS.

Sulfated metabolites have been shown to have potential as long‐term markers of anabolic–androgenic steroid (AAS) abuse. In 2019, the compatibility of gas chromatography–mass spectrometry (GC–MS) with non‐hydrolysed sulfated steroids was demonstrated, and this approach allowed the incorporation of these compounds in a broad GC–MS initial testing procedure at a later stage. However, research is needed to identify which are beneficial. In this study, a search for new long‐term metabolites of two popular AAS, metenolone and drostanolone, was undertaken through two excretion studies each. The excretion samples were analysed using GC–chemical ionization–triple quadrupole MS (GC–CI–MS/MS) after the application of three separate sample preparation methodologies (i.e. hydrolysis with Escherichia coli–derived β‐glucuronidase, Helix pomatia–derived β‐glucuronidase/arylsulfatase and non‐hydrolysed sulfated steroids). For metenolone, a non‐hydrolysed sulfated metabolite, 1β‐methyl‐5α‐androstan‐17‐one‐3ζ‐sulfate, was documented for the first time to provide the longest detection time of up to 17 days. This metabolite increased the detection time by nearly a factor of 2 in comparison with the currently monitored markers for metenolone in a routine doping control initial testing procedure. In the second excretion study, it prolonged the detection window by 25%. In the case of drostanolone, the non‐hydrolysed sulfated metabolite with the longest detection time was the sulfated analogue of the main drostanolone metabolite (3α‐hydroxy‐2α‐methyl‐5α‐androstan‐17‐one) with a detection time of up to 24 days. However, the currently monitored main drostanolone metabolite in routine doping control, after hydrolysis of the glucuronide with E.coli, remained superior in detection time (i.e. up to 29 days).