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. 2022 Feb 18;94(8):3446–3455. doi: 10.1021/acs.analchem.1c03032

Table 2. Automated Annotation of Additional Studiesa.

study/dataset species sample chromatography/MS instrument annotations correct/reported precision (%) recall (%) no ref.
AT+ Homo sapiens adipose tissue HILIC/Waters Synapt Q-ToF, ESI+ 26/37 81.3 83.9 2 (5.4%)
AT– Homo sapiens adipose tissue HILIC/Waters Synapt Q-ToF, ESI 16/21 84.2 88.9 2 (9.5%)
MTBLS666 Sus scrofa amniotic fluid RP-C18/Waters Synapt Q-ToF, ESI 3/32 60.0 10.0 27 (84.4%)
MTBLS816 Homo sapiens urine HILIC Positive/Agilent Q-ToF, ESI+ 31/107 88.6 30.1 60 (56.1%)
a

Adipose tissue extract (AT) HILIC datasets and two publicly available datasets from the MetaboLights repository (MTBLS). Precision and recall refer to rank 1 automated annotations. No ref.—Annotations missed due to the absence of reference from the library. Annotations reported by the studies were level 2 and 3 except for MTBLS816 which is mostly composed of level 1 annotations (105 of 107).